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Erik Brynjolfsson

Citations

Many of the citations below have been collected in an experimental project, CitEc, where a more detailed citation analysis can be found. These are citations from works listed in RePEc that could be analyzed mechanically. So far, only a minority of all works could be analyzed. See under "Corrections" how you can help improve the citation analysis.

Blog mentions

As found by EconAcademics.org, the blog aggregator for Economics research:
  1. Erik Brynjolfsson & Daniel Rock & Chad Syverson, 2018. "Artificial Intelligence and the Modern Productivity Paradox: A Clash of Expectations and Statistics," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 23-57, National Bureau of Economic Research, Inc.

    Mentioned in:

    1. Artificial Intelligence, Machine Learning, and Productivity
      by Francis Diebold in No Hesitations on 2017-11-08 22:40:00
  2. Nicholas Bloom & Erik Brynjolfsson & Lucia Foster & Ron Jarmin & Megha Patnaik & Itay Saporta-Eksten & John Van Reenen, 2017. "What drives differences in management?," CEP Discussion Papers dp1470, Centre for Economic Performance, LSE.

    Mentioned in:

    1. Management vs managerialism
      by chris in Stumbling and Mumbling on 2018-03-07 14:01:42
  3. Nicholas Bloom & Erik Brynjolfsson & Lucia Foster & Ron Jarmin & Itay Saporta-Eksten & John Van Reenen, 2013. "Management in America," Working Papers 13-01, Center for Economic Studies, U.S. Census Bureau.

    Mentioned in:

    1. Thinking about family firms
      by noreply@blogger.com (Ryan Decker) in Updated priors on 2015-04-20 21:00:00
  4. Author Profile
    1. Ranking of Economists, by # of Twitter Followers
      by Doug Campbell in Douglas L. Campbell on 2017-03-05 11:13:00

RePEc Biblio mentions

As found on the RePEc Biblio, the curated bibliography of Economics:
  1. Erik Brynjolfsson & John J. Horton & Adam Ozimek & Daniel Rock & Garima Sharma & Hong-Yi TuYe, 2020. "COVID-19 and Remote Work: An Early Look at US Data," NBER Working Papers 27344, National Bureau of Economic Research, Inc.

    Mentioned in:

    1. > Economics of Welfare > Health Economics > Economics of Pandemics > Specific pandemics > Covid-19 > Economic consequences > Employment and Work > Work from home

Working papers

  1. Erik Brynjolfsson & Wang Jin & Xiupeng Wang, 2023. "Information Technology, Firm Size, and Industrial Concentration," NBER Working Papers 31065, National Bureau of Economic Research, Inc.

    Cited by:

    1. Carl-Christian Groh, 2024. "Big Data and Inequality," CRC TR 224 Discussion Paper Series crctr224_2024_555, University of Bonn and University of Mannheim, Germany.
    2. Luis Medrano‐Adán & Vicente Salas‐Fumás & Javier Sanchez‐Asin, 2024. "Organization of production and income inequality," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 33(3), pages 582-604, August.
    3. Merva, Mary & Costagli, Simona, 2024. "Measuring information as an expanding resource: Information production and its TFP-information absorption ecosystem “multiplier”," Telecommunications Policy, Elsevier, vol. 48(7).
    4. Babina, Tania & Fedyk, Anastassia & He, Alex & Hodson, James, 2024. "Artificial intelligence, firm growth, and product innovation," Journal of Financial Economics, Elsevier, vol. 151(C).
    5. Ana Cristina Soares & Tiago Ferreiro & Inês Lindoso, 2024. "Product market concentration dynamics over the COVID-19 pandemic period," Economic Bulletin and Financial Stability Report Articles and Banco de Portugal Economic Studies, Banco de Portugal, Economics and Research Department.
    6. Nieto, María Jesús & Santamaria, Luis & Bammens, Yannick, 2023. "Digitalization as a facilitator of open innovation: Are family firms different?," Technovation, Elsevier, vol. 128(C).

  2. Erik Brynjolfsson & John J. Horton & Christos Makridis & Alexandre Mas & Adam Ozimek & Daniel Rock & Hong-Yi TuYe, 2023. "How Many Americans Work Remotely? A Survey of Surveys and Their Measurement Issues," NBER Working Papers 31193, National Bureau of Economic Research, Inc.

    Cited by:

    1. Alexander Bick & Adam Blandin & Aidan Caplan & Tristan Caplan, 2024. "Measuring Trends in Work From Home: Evidence from Six U.S. Datasets," Working Papers 2024-023, Federal Reserve Bank of St. Louis, revised 12 Dec 2024.
    2. Sabrina Wulff Pabilonia & Victoria Vernon, 2025. "Remote work, wages, and hours worked in the United States," Journal of Population Economics, Springer;European Society for Population Economics, vol. 38(1), pages 1-49, March.

  3. Brynjolfsson, Erik & Collis, Avinash & Liaqat, Asad & Kutzman, Daley & Garro, Haritz & Deisenroth, Daniel & Wernerfelt, Nils & Lee, Jae Joon, 2023. "The Digital Welfare of Nations: New Measures of Welfare Gains and Inequality," Research Papers 4144, Stanford University, Graduate School of Business.

    Cited by:

    1. Olivier Armantier & Sebastian Doerr & Jon Frost & Andreas Fuster & Kelly Shue, 2024. "Nothing to hide? Gender and age differences in willingness to share data," Swiss Finance Institute Research Paper Series 24-99, Swiss Finance Institute.
    2. Aridor, Guy & Jiménez-Durán, Rafael & Levy, Ro'ee & Song, Lena, 2024. "The Economics of Social Media," CEPR Discussion Papers 18821, C.E.P.R. Discussion Papers.
    3. Torrent-Sellens, Joan, 2024. "Digital transition, data-and-tasks crowd-based economy, and the shared social progress: Unveiling a new political economy from a European perspective," Technology in Society, Elsevier, vol. 79(C).

  4. Erik Brynjolfsson & Danielle Li & Lindsey Raymond, 2023. "Generative AI at Work," Papers 2304.11771, arXiv.org, revised Nov 2024.

    Cited by:

    1. Antonia Meythaler & Annika Baumann & Hanna Krasnova & Oliver Hinz & Sarah Spiekermann, 2023. "Technology for Humanity," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 65(5), pages 487-496, October.
    2. Wu, Qinqin & Zhuang, Qinqin & Liu, Yitong & Han, Longyan, 2024. "Technology shock of ChatGPT, social attention and firm value: Evidence from China," Technology in Society, Elsevier, vol. 79(C).
    3. Nwaobi, Godwin, 2024. "Nigerian Firms and Digital Transformation:Incubations, Unipoding and Prospects," MPRA Paper 121833, University Library of Munich, Germany.
    4. Rezazadeh, Arash & Kohns, Marco & Bohnsack, René & António, Nuno & Rita, Paulo, 2025. "Generative AI for growth hacking: How startups use generative AI in their growth strategies," Journal of Business Research, Elsevier, vol. 192(C).
    5. Gmyrek,Paweł & Winkler-Seales,Hernan Jorge & Garganta,Santiago, 2024. "Buffer or Bottleneck ? Employment Exposure to Generative AI and the Digital Divide in Latin America," Policy Research Working Paper Series 10863, The World Bank.
    6. Suleymenova, Kamilya & Dawood, Mary & Psyllou, Maria, 2024. "Essays in economics in ICU: Resuscitate or pull the plug?," International Review of Economics Education, Elsevier, vol. 45(C).
    7. Nathaniel De Leon & Joshua Palaya & Mylene Prado, 2025. "The Future of Education: Factors Affecting Students’ Perception of the Usefulness of AI Tools in Education," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 9(2), pages 4602-4619, February.
    8. Raphael Auer & David Kopfer & Josef Sveda, 2025. "The Rise of Generative AI: Modelling Exposure, Substitution, and Inequality Effects on the US Labour Market," Working Papers 2025/6, Czech National Bank, Research and Statistics Department.
    9. Aldasoro, Inaki & Gambacorta, Leonardo & Korinek, Anton & Shreeti, Vatsala & Stein, Merlin, 2024. "Intelligent financial system: how AI is transforming finance," CEPR Discussion Papers 19181, C.E.P.R. Discussion Papers.
    10. Samuel Chang & Andrew Kennedy & Aaron Leonard & John A. List, 2024. "12 Best Practices for Leveraging Generative AI in Experimental Research," NBER Working Papers 33025, National Bureau of Economic Research, Inc.
    11. Masayuki MORIKAWA, 2024. "Use of Artificial Intelligence and Productivity: Evidence from firm and worker surveys," Discussion papers 24074, Research Institute of Economy, Trade and Industry (RIETI).
    12. David Almog, 2025. "AI Recommendations and Non-instrumental Image Concerns," Papers 2504.19047, arXiv.org, revised Jun 2025.
    13. Spencer Bastani & Daniel Waldenström, 2024. "AI, Automation and Taxation," CESifo Working Paper Series 11084, CESifo.
    14. Lilia Patrignani, 2024. "Understanding digital trade," Questioni di Economia e Finanza (Occasional Papers) 841, Bank of Italy, Economic Research and International Relations Area.
    15. William G. Resh & Yi Ming & Xinyao Xia & Michael Overton & Gul Nisa Gurbuz & Brandon De Breuhl, 2025. "Complementarity, Augmentation, or Substitutivity? The Impact of Generative Artificial Intelligence on the U.S. Federal Workforce," Papers 2503.09637, arXiv.org.
    16. Bohren, Noah & Hakimov, Rustamdjan & Lalive, Rafael, 2024. "Creative and Strategic Capabilities of Generative AI: Evidence from Large-Scale Experiments," IZA Discussion Papers 17302, Institute of Labor Economics (IZA).
    17. Frantz Rowe & Raphaël Suire & Myriam Raymond & Florence Jacob, 2024. "Beliefs, Controversies, and Innovation Diffusion: The case of Beliefs, Controversies, and Innovation Diffusion: The case of Generative AI in a Large Technological Firm Generative AI in a Large Technol," Post-Print hal-04973613, HAL.
    18. Walkowiak, Emmanuelle, 2023. "Task-interdependencies between Generative AI and Workers," Economics Letters, Elsevier, vol. 231(C).
    19. Hajkowicz, Stefan & Bratanova, Alexandra & Schleiger, Emma & Naughtin, Claire, 2023. "Australia’s artificial intelligence ecosystem: The second update," MPRA Paper 121102, University Library of Munich, Germany.
    20. Piyush Gulati & Arianna Marchetti & Phanish Puranam & Victoria Sevcenko, 2025. "Generative AI Adoption and Higher Order Skills," Papers 2503.09212, arXiv.org, revised Jun 2025.
    21. Carvajal, Daniel & Franco, Catalina & Isaksson, Siri, 2024. "Will Artificial Intelligence Get in the Way of Achieving Gender Equality?," Discussion Paper Series in Economics 3/2024, Norwegian School of Economics, Department of Economics, revised 28 Apr 2025.
    22. Eisenreich, Anja & Just, Julian & Gimenez-Jimenez, Daniela & Füller, Johann, 2024. "Revolution or inflated expectations? Exploring the impact of generative AI on ideation in a practical sustainability context," Technovation, Elsevier, vol. 138(C).
    23. Morgan Blangeois, 2023. "Generative AI: Revolution or Threat for Digital Service Companies ? [IA générative : révolution ou menace pour les entreprises de services du numérique ?]," Post-Print hal-04355219, HAL.
    24. Buchanan, Joy & Hickman, William, 2024. "Do people trust humans more than ChatGPT?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 112(C).
    25. Pouliakas, Konstantinos & Santangelo, Giulia, 2025. "Are Artificial Intelligence (AI) Skills a Reward or a Gamble? Deconstructing the AI Wage Premium in Europe," IZA Discussion Papers 17607, Institute of Labor Economics (IZA).
    26. James Bono & Alec Xu, 2024. "Randomized Controlled Trials for Security Copilot for IT Administrators," Papers 2411.01067, arXiv.org, revised Nov 2024.
    27. Marina Chugunova & Wolfgang J. Luhan, 2025. "Ruled by robots: preference for algorithmic decision makers and perceptions of their choices," Public Choice, Springer, vol. 202(1), pages 1-24, January.
    28. Gary Charness & Brian Jabarian & John List, 2023. "Generation Next: Experimentation with AI," Artefactual Field Experiments 00777, The Field Experiments Website.
    29. Natsumi Takahashi & Amna Javed & Youji Kohda, 2024. "How Low-Code Tools Contribute to Diversity, Equity, and Inclusion (DEI) in the Workplace: A Case Study of a Large Japanese Corporation," Sustainability, MDPI, vol. 16(13), pages 1-15, June.
    30. Leonardo Banh & Gero Strobel, 2023. "Generative artificial intelligence," Electronic Markets, Springer;IIM University of St. Gallen, vol. 33(1), pages 1-17, December.
    31. Gathmann, Christina & Grimm, Felix & Winkler, Erwin, 2024. "AI, Task Changes in Jobs, and Worker Reallocation," IZA Discussion Papers 17554, Institute of Labor Economics (IZA).
    32. Daniel Goller & Christian Gschwendt & Stefan C. Wolter, 2023. ""This time it's different" Generative Artificial Intelligence and Occupational Choice," Economics of Education Working Paper Series 0209, University of Zurich, Department of Business Administration (IBW).
    33. Fransoo, Jan C. & Peels, Robert & Udenio, Maximiliano, 2025. "Navigating supply chain dynamics for sustained AI growth," Other publications TiSEM 771fa325-5fbb-4b03-b6bd-b, Tilburg University, School of Economics and Management.
    34. Retkowsky, Jana & Hafermalz, Ella & Huysman, Marleen, 2024. "Managing a ChatGPT-empowered workforce: Understanding its affordances and side effects," Business Horizons, Elsevier, vol. 67(5), pages 511-523.
    35. Audrin, Bertrand & Audrin, Catherine & Salamin, Xavier, 2024. "Digital skills at work – Conceptual development and empirical validation of a measurement scale," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
    36. Tina Highfill & David Wasshausen & Gregory Prunchak, 2025. "Concepts and Challenges of Measuring Production of Artificial Intelligence in the U.S. Economy," BEA Papers 0134, Bureau of Economic Analysis.
    37. Eaman Jahani & Benjamin S. Manning & Joe Zhang & Hong-Yi TuYe & Mohammed Alsobay & Christos Nicolaides & Siddharth Suri & David Holtz, 2024. "Prompt Adaptation as a Dynamic Complement in Generative AI Systems," Papers 2407.14333, arXiv.org, revised Apr 2025.
    38. Qiang Chen & Tianyang Han & Jin Li & Ye Luo & Yuxiao Wu & Xiaowei Zhang & Tuo Zhou, 2025. "Can AI Master Econometrics? Evidence from Econometrics AI Agent on Expert-Level Tasks," Papers 2506.00856, arXiv.org, revised Jun 2025.
    39. Iñaki Aldasoro & Olivier Armantier & Sebastian Doerr & Leonardo Gambacorta & Tommaso Oliviero, 2024. "The gen AI gender gap," BIS Working Papers 1197, Bank for International Settlements.
    40. Jason P Davis & Jian Bai Li, 2024. "Early Adoption of Generative AI by Global Business Leaders: Insights from an INSEAD Alumni Survey," Papers 2404.04543, arXiv.org.
    41. Masayuki MORIKAWA, 2024. "Macroeconomic Impact of Artificial Intelligence on Productivity: An estimate from a survey," Discussion papers 24084, Research Institute of Economy, Trade and Industry (RIETI).
    42. Martin Baily & David Byrne & Aidan Kane & Paul Soto, 2025. "Generative AI at the Crossroads: Light Bulb, Dynamo, or Microscope?," Papers 2505.14588, arXiv.org, revised Jun 2025.
    43. Ramaul, Laavanya & Ritala, Paavo & Ruokonen, Mika, 2024. "Creational and conversational AI affordances: How the new breed of chatbots is revolutionizing knowledge industries," Business Horizons, Elsevier, vol. 67(5), pages 615-627.
    44. Gaétan de Rassenfosse & Adam B. Jaffe & Joel Waldfogel, 2025. "Intellectual Property and Creative Machines," Entrepreneurship and Innovation Policy and the Economy, University of Chicago Press, vol. 4(1), pages 47-79.
    45. Stankov, Petar, 2024. "The death of exams? Grade inflation and student satisfaction when coursework replaces exams," International Review of Economics Education, Elsevier, vol. 46(C).
    46. Elias Bouacida & Renaud Foucart & Maya Jalloul, 2024. "Decreasing Differences in Expert Advice," Working Papers 408394204, Lancaster University Management School, Economics Department.
    47. Anthony Harding & Juan Moreno-Cruz, 2024. "Watts and Bots: The Energy Implications of AI Adoption," Papers 2409.06626, arXiv.org.
    48. Marie-Pascale Grimon & Christopher Mills, 2025. "Better Together? A Field Experiment on Human-Algorithm Interaction in Child Protection," Papers 2502.08501, arXiv.org.
    49. Myriam Raymond & Aymeric Hemon & Frantz Rowe, 2024. "Ease of use and facilitating conditions in the context of technology promises: Lessons from experiments with code- and text-generating AI tools in a professional context [La facilité d'usage et les," Post-Print hal-04634708, HAL.
    50. Alexander Cuntz & Carsten Fink & Hansueli Stamm, 2024. "Artificial Intelligence and Intellectual Property : An Economic Perspective," WIPO Economic Research Working Papers 77, World Intellectual Property Organization - Economics and Statistics Division.
    51. Feng, Cai (Mitsu) & Botha, Elsamari & Pitt, Leyland, 2024. "From HAL to GenAI: Optimizing chatbot impacts with CARE," Business Horizons, Elsevier, vol. 67(5), pages 537-548.
    52. Amali Matharaarachchi & Wishmitha Mendis & Kanishka Randunu & Daswin De Silva & Gihan Gamage & Harsha Moraliyage & Nishan Mills & Andrew Jennings, 2024. "Optimizing Generative AI Chatbots for Net-Zero Emissions Energy Internet-of-Things Infrastructure," Energies, MDPI, vol. 17(8), pages 1-19, April.
    53. Christian Peukert & Florian Abeillon & Jérémie Haese & Franziska Kaiser & Alexander Staub, 2024. "Strategic Behavior and AI Training Data," CESifo Working Paper Series 11099, CESifo.
    54. Ozge Demirci & Jonas Hannane & Xinrong Zhu, 2024. "Who Is AI Replacing? The Impact of Generative AI on Online Freelancing Platforms," CESifo Working Paper Series 11276, CESifo.
    55. Qin Chen & Jinfeng Ge & Huaqing Xie & Xingcheng Xu & Yanqing Yang, 2023. "Large Language Models at Work in China's Labor Market," Papers 2308.08776, arXiv.org, revised May 2025.
    56. Rosa-García, Alfonso, 2024. "Student Reactions to AI-Replicant Professor in an Econ101 Teaching Video," MPRA Paper 120135, University Library of Munich, Germany.
    57. Leonardo Gambacorta & Han Qiu & Shuo Shan & Daniel M Rees, 2024. "Generative AI and labour productivity: a field experiment on coding," BIS Working Papers 1208, Bank for International Settlements.
    58. Bughin, Jacques, 2024. "What drives the corporate payoffs of using generative artificial intelligence?," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 658-668.
    59. Mahdi Ahmadi & Neda Khosh Kheslat & Adebola Akintomide, 2024. "Generative AI Impact on Labor Market: Analyzing ChatGPT's Demand in Job Advertisements," Papers 2412.07042, arXiv.org.
    60. L. Elisa Celis & Lingxiao Huang & Nisheeth K. Vishnoi, 2025. "A Mathematical Framework for AI-Human Integration in Work," Papers 2505.23432, arXiv.org, revised May 2025.
    61. Crumbly, Jack & Pal, Raktim & Altay, Nezih, 2025. "A classification framework for generative artificial intelligence for social good," Technovation, Elsevier, vol. 139(C).
    62. Freund, L. B., 2022. "Superstar Teams," Cambridge Working Papers in Economics 2276, Faculty of Economics, University of Cambridge.
    63. Becker, Dominik & Deck, Luca & Feulner, Simon & Gutheil, Niklas & Schüll, Moritz & Decker, Stefan & Eymann, Torsten & Gimpel, Henner & Pippow, Andreas & Röglinger, Maximilian & Urbach, Nils, 2024. "Lohnt sich Microsoft 365 Copilot? Eine Potenzialanalyse für Unternehmen und Bildungseinrichtungen," Bayreuth Reports on Information Systems Management 72, University of Bayreuth, Chair of Information Systems Management.
    64. Aran Nayebi, 2025. "An AI Capability Threshold for Rent-Funded Universal Basic Income in an AI-Automated Economy," Papers 2505.18687, arXiv.org.
    65. Andreas D. Landmark & Johan E. Ravn & Hans Y. Torvatn & Lisbeth Øyum, 2024. "Digital Transformations Through the Lens of the Collaborative, Co-Generative and Domesticative," Systemic Practice and Action Research, Springer, vol. 37(5), pages 537-548, October.
    66. Fosso Wamba, Samuel & Queiroz, Maciel M. & Chiappetta Jabbour, Charbel Jose & Shi, Chunming (Victor), 2023. "Are both generative AI and ChatGPT game changers for 21st-Century operations and supply chain excellence?," International Journal of Production Economics, Elsevier, vol. 265(C).
    67. Gupta, Rohit & Rathore, Bhawana, 2024. "Exploring the generative AI adoption in service industry: A mixed-method analysis," Journal of Retailing and Consumer Services, Elsevier, vol. 81(C).
    68. Udayan Mukherjee & Harry Nicholls, 2024. "The impact of artificial intelligence – an economic analysis," Treasury Analytical Notes Series an24/06, New Zealand Treasury.
    69. Drago, Carlo & Costantiello, Alberto & Savorgnan, Marco & Leogrande, Angelo, 2025. "Driving AI Adoption in the EU: A Quantitative Analysis of Macroeconomic Influences," MPRA Paper 124973, University Library of Munich, Germany.
    70. Eleanor Wiske Dillon & Sonia Jaffe & Sida Peng & Alexia Cambon, 2025. "Early Impacts of M365 Copilot," Papers 2504.11443, arXiv.org.
    71. Nikolaos Charalampidis, 2024. "Frictions and the diffusion of automation," Manchester School, University of Manchester, vol. 92(2), pages 148-170, March.
    72. Masazumi Wakatabe, 2024. ""Opulence and Freedom": What Adam Smith Could Teach Us about the Future of Capitalism," Working Papers 2407, Waseda University, Faculty of Political Science and Economics.
    73. Cathy Yang & David Restrepo Amariles & Leo Allen & Aurore Troussel, 2025. "GPT Adoption and the Impact of Disclosure Policies," Papers 2504.01566, arXiv.org.
    74. Christoph Riedl & Eric Bogert, 2024. "Effects of AI Feedback on Learning, the Skill Gap, and Intellectual Diversity," Papers 2409.18660, arXiv.org.

  5. Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Krof & Emin Dinlersoz & Lucia Foster & Nikolas Zolas, 2023. "AI Adoption in America: Who, What, and Where," Working Papers 23-48, Center for Economic Studies, U.S. Census Bureau.

    Cited by:

    1. Charles Hoffreumon & Chris CM Forman & Nicolas van Zeebroeck, 2023. "Make or Buy your Artificial Intelligence? Complementarities in Technology Sourcing," Working Papers TIMES² 2023-69, ULB -- Universite Libre de Bruxelles.
    2. Luca Fontanelli & Mattia Guerini & Raffaele Miniaci & Angelo Secchi, 2025. "Predictive AI and productivity growth dynamics: evidence from French firms," LEM Papers Series 2025/12, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    3. Luca Fontanelli & Flavio Calvino & Chiara Criscuolo & Lionel Nesta & Elena Verdolini, 2024. "The role of human capital for AI adoption: Evidence from French firms," Post-Print hal-05029748, HAL.
    4. Bart van Ark & Klaas de Vries & Abdul Erumban, 2024. "Are Intangibles Running out of Steam?," International Productivity Monitor, Centre for the Study of Living Standards, vol. 46, pages 38-59, Spring.
    5. Hunt, Jennifer & Cockburn, Iain & Bessen, James, 2024. "Is Distance from Innovation a Barrier to the Adoption of Artificial Intelligence?," IZA Discussion Papers 17325, Institute of Labor Economics (IZA).
    6. Ângela Filipa Oliveira Gonçalves & Shafik Faruc Norali & Clemens Bechter, 2025. "AI-Powered Buy-Now-Pay-Later Smart Contracts in Healthcare," FinTech, MDPI, vol. 4(2), pages 1-18, June.
    7. Venkat Ram Reddy Ganuthula, 2025. "The Solo Revolution: A Theory of AI-Enabled Individual Entrepreneurship," Papers 2502.00009, arXiv.org.
    8. Fabian Kosse & Tim Leffler & Arna Woemmel, 2024. "Digital Skills: Social Disparities and the Impact of Early Mentoring," CESifo Working Paper Series 11570, CESifo.
    9. Jeffery Piao & K. Philip Wang & Diana L. Weng, 2025. "U.S. Banks’ Artificial Intelligence and Small Business Lending: Evidence from the Census Bureau’s Annual Business Survey," Working Papers 25-07, Center for Economic Studies, U.S. Census Bureau.
    10. Yusuke Aoki & Joon Suk Park & Yuya Takada & Koji Takahashi, 2025. "Expecting job replacement by GenAI: effects on workers' economic outlook and behavior," BIS Working Papers 1269, Bank for International Settlements.
    11. Flavio Calvino & Luca Fontanelli, 2025. "Decoding AI: Nine facts about how firms use artificial intelligence in France," LEM Papers Series 2025/13, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    12. Hennessy, David A., 2025. "Information as a catalyst for industrialization," Journal of Economic Behavior & Organization, Elsevier, vol. 230(C).
    13. Simone Vannuccini, 2025. "Move Fast and Integrate Things: The Making of a European Industrial Policy for Artificial Intelligence," GREDEG Working Papers 2025-21, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
    14. Jacques Bughin, 2024. "Doing versus Saying: Responsible AI among Large Firms," Working Papers TIMES² 2024-077, ULB -- Universite Libre de Bruxelles.
    15. Bonney, Kathryn & Breaux, Cory & Buffington, Catherine & Dinlersoz, Emin & Foster, Lucia & Goldschlag, Nathan & Haltiwanger, John & Kroff, Zachary & Savage, Keith, 2024. "The impact of AI on the workforce: Tasks versus jobs?," Economics Letters, Elsevier, vol. 244(C).
    16. Emin Dinlersoz & Can Dogan & Nikolas Zolas, 2024. "Starting Up AI," Working Papers 24-09, Center for Economic Studies, U.S. Census Bureau.
    17. Nicholas H. Tenev, 2025. "Coordinated Shirking in Technology Adoption," Papers 2503.17613, arXiv.org, revised May 2025.
    18. Brey, Björn & van der Marel, Erik, 2024. "The role of human-capital in artificial intelligence adoption," Economics Letters, Elsevier, vol. 244(C).
    19. Fabian Kosse & Tim Leffler & Arna Woemmel, 2025. "Digital Skills: Social Disparities and the Impact of Early Mentoring," SOEPpapers on Multidisciplinary Panel Data Research 1222, DIW Berlin, The German Socio-Economic Panel (SOEP).
    20. Koehler, Maximilian & Sauermann, Henry, 2024. "Algorithmic management in scientific research," Research Policy, Elsevier, vol. 53(4).
    21. Hanna Halaburda & Jeffrey Prince & D. Daniel Sokol & Feng Zhu, 2024. "The business revolution: Economy‐wide impacts of artificial intelligence and digital platforms," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 33(2), pages 269-275, March.
    22. Flavio Calvino & Luca Fontanelli, 2024. "AI Users Are Not All Alike: The Characteristics of French Firms Buying and Developing AI," CESifo Working Paper Series 11466, CESifo.
    23. Shore, Adam & Tiwari, Manisha & Tandon, Priyanka & Foropon, Cyril, 2024. "Building entrepreneurial resilience during crisis using generative AI: An empirical study on SMEs," Technovation, Elsevier, vol. 135(C).

  6. Sagit Bar-Gill & Erik Brynjolfsson & Nir Hak, 2023. "Helping Small Businesses become more Data-Driven: A Field Experiment on eBay," NBER Working Papers 31089, National Bureau of Economic Research, Inc.

    Cited by:

    1. Adnan Velic, 2023. "Factor Substitution Possibilities, Labor Share Dynamics, and Inequality in an Age of Intangibles," Trinity Economics Papers tep0723, Trinity College Dublin, Department of Economics.

  7. Erik Brynjolfsson, 2022. "The Turing Trap: The Promise & Peril of Human-Like Artificial Intelligence," Papers 2201.04200, arXiv.org.

    Cited by:

    1. Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Kroff & Emin Dinlersoz & Lucia S. Foster & Nikolas Zolas, 2023. "AI Adoption in America: Who, What, and Where," NBER Working Papers 31788, National Bureau of Economic Research, Inc.
    2. Weiguang Wang & Guodong (Gordon) Gao & Ritu Agarwal, 2024. "Friend or Foe? Teaming Between Artificial Intelligence and Workers with Variation in Experience," Management Science, INFORMS, vol. 70(9), pages 5753-5775, September.
    3. Rainer Alt, 2022. "Electronic Markets on platform dualities," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(1), pages 1-10, March.
    4. Kausik, B.N., 2023. "Cognitive Aging and Labor Share," MPRA Paper 118406, University Library of Munich, Germany.
    5. Anica-Popa Liana-Elena & Vrîncianu Marinela & Petrică Papuc Iuliana-Mădălina, 2023. "AI – powered Business Services in the Hyperautomation Era," Proceedings of the International Conference on Business Excellence, Sciendo, vol. 17(1), pages 1036-1050, July.
    6. B. N. Kausik, 2023. "Long Tails, Automation and Labor," Papers 2307.14525, arXiv.org.
    7. Koehler, Maximilian & Sauermann, Henry, 2024. "Algorithmic management in scientific research," Research Policy, Elsevier, vol. 53(4).
    8. Skare, Marinko & Gavurova, Beata & Blažević Burić, Sanja, 2024. "Artificial intelligence and wealth inequality: A comprehensive empirical exploration of socioeconomic implications," Technology in Society, Elsevier, vol. 79(C).

  8. John (Jianqiu) Bai & Erik Brynjolfsson & Wang Jin & Sebastian Steffen & Chi Wan, 2021. "Digital Resilience: How Work-From-Home Feasibility Affects Firm Performance," NBER Working Papers 28588, National Bureau of Economic Research, Inc.

    Cited by:

    1. Daiji Kawaguchi & Sagiri Kitao & Manabu Nose, 2022. "The impact of COVID-19 on Japanese firms: mobility and resilience via remote work," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 29(6), pages 1419-1449, December.
    2. Mr. Nicola Pierri & Mr. Yannick Timmer, 2020. "IT Shields: Technology Adoption and Economic Resilience during the COVID-19 Pandemic," IMF Working Papers 2020/208, International Monetary Fund.
    3. Tomiura, Eiichi & Kumanomido, Hiroshi, 2023. "Impacts of inter-firm relations on the adoption of remote work: Evidence from a survey in Japan during the COVID-19 pandemic," Japan and the World Economy, Elsevier, vol. 68(C).
    4. Cevat Giray Aksoy & Jose Maria Barrero & Nicholas Bloom & Steven J. Davis & Mathias Dolls & Pablo Zarate, 2022. "Working from Home Around the World," NBER Working Papers 30446, National Bureau of Economic Research, Inc.
    5. Nicholas Bloom & Steven J. Davis & Stephen Hansen & Peter Lambert & Raffaella Sadun & Bledi Taska, 2023. "Remote work across jobs, companies and space," CEP Discussion Papers dp1935, Centre for Economic Performance, LSE.
    6. Hoang, Khanh & Arif, Muhammad & Nguyen, Cuong, 2022. "Corporate investment and government policy during the COVID-19 crisis," International Review of Economics & Finance, Elsevier, vol. 80(C), pages 677-696.
    7. Huang, Hao & Zhao, Ling, 2024. "Does digital innovation help firms navigate the COVID-19 pandemic? Evidence from China," Emerging Markets Review, Elsevier, vol. 62(C).
    8. Diekhof, Josefine & Krieger, Bastian & Licht, Georg & Rammer, Christian & Schmitt, Johannes & Stenke, Gero, 2021. "The impact of the Covid-19 crisis on innovation: First in-sights from the German business sector," ZEW Expert Briefs 21-06, ZEW - Leibniz Centre for European Economic Research.
    9. Trunschke, Markus & Peters, Bettina & Czarnitzki, Dirk & Rammer, Christian, 2023. "Pandemic effects: Do innovation activities of firms suffer from long-Covid?," ZEW Discussion Papers 23-014, ZEW - Leibniz Centre for European Economic Research.
    10. Wadim Strielkowski & Irina Firsova & Svetlana Azarova & Irina Shatskaya, 2022. "Novel Insights in the Leadership in Business and Economics: A Post-Coronavirus Update," Economies, MDPI, vol. 10(2), pages 1-20, February.
    11. Marco Pagano & Christian Wagner & Josef Zechner, 2020. "Disaster Resilience and Asset Prices," CSEF Working Papers 563, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
    12. Giovanni Gallipoli & Christos Makridis, 2020. "Sectoral Digital Intensity and GDP Growth After a Large Employment Shock: A Simple Extrapolation Exercise," Working Papers 2020-056, Human Capital and Economic Opportunity Working Group.
    13. Syed Abdul Rehman Khan & Danish Iqbal Godil & Munaza Bibi & Zhang Yu & Syed Muhammad Ahsan Rizvi, 2021. "The Economic and Social Impact of Teleworking in Romania: Present Practices and Post Pandemic Developments," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 23(58), pages 787-787, August.
    14. Kyung Min Lee & John S. Earle & Lokesh Dani & Ray Bowman, 2023. "Who innovates during a crisis? Evidence from small businesses in the COVID-19 pandemic," Journal of Evolutionary Economics, Springer, vol. 33(3), pages 893-950, July.
    15. Sebastian Doerr & Magdalena Erdem & Guido Franco & Leonardo Gambacorta & Anamaria Illes, 2021. "Technological capacity and firms' recovery from Covid-19," BIS Working Papers 965, Bank for International Settlements.
    16. Liang, Chen & Zhu, Minghao & Lee, Peter K.C. & Cheng, T.C.E. & Yeung, Andy C.L., 2024. "Combating extreme weather through operations management: Evidence from a natural experiment in China," International Journal of Production Economics, Elsevier, vol. 267(C).
    17. James C. Davis & Holden A. Diethorn & Gerald R. Marschke & Andrew J. Wang, 2021. "STEM Employment Resiliency During Recessions: Evidence from the COVID-19 Pandemic," NBER Working Papers 29568, National Bureau of Economic Research, Inc.
    18. Amat Adarov & David Klenert & Robert Marschinski & Robert Stehrer, 2022. "Productivity drivers: empirical evidence on the role of digital and intangible capital, FDI and integration," Applied Economics, Taylor & Francis Journals, vol. 54(48), pages 5515-5531, October.
    19. Erdsiek, Daniel & Rost, Vincent, 2023. "How do managers form their expectations about working from home? Survey experiments on the perception of productivity," ZEW Discussion Papers 23-018, ZEW - Leibniz Centre for European Economic Research.
    20. Joël Cariolle & Florian Léon, 2022. "How internet helped firms to cope with COVID-19," Working Papers hal-03592617, HAL.
    21. Julia Darby & Stuart McIntyre & Graeme Roy, 2022. "What can analysis of 47 million job advertisements tell us about how opportunities for homeworking are evolving in the United Kingdom?," Industrial Relations Journal, Wiley Blackwell, vol. 53(4), pages 281-302, July.
    22. Yakov P. Silin, 2022. "Response of the Russian business to the COVID-19 pandemic (the case of six industries)," Upravlenets, Ural State University of Economics, vol. 13(1), pages 100-107, March.
    23. Chen, Yihui & Cai, Qingfeng & Wang, Zhenkai & Xu, Zhenfeng, 2024. "Has digital transformation enhanced the corporate resilience in the face of COVID-19? Evidence from China," International Review of Financial Analysis, Elsevier, vol. 96(PB).
    24. Ho, Tuan & Kim, Kirak & Li, Yang & Xu, Fangming, 2023. "Does real flexibility help firms navigate the COVID-19 pandemic?," The British Accounting Review, Elsevier, vol. 55(4).
    25. Chen, Yutong & Debnath, Sisir & Sekhri, Sheetal & Sekhri, Vishal, 2023. "The impact of Covid-19 containment lockdowns on MSMEs in India and resilience of exporting firms," Journal of Economic Behavior & Organization, Elsevier, vol. 210(C), pages 320-341.
    26. Gaspar, José-Miguel & Wang, Sumingyue & Xu, Liang, 2024. "Digitalization and the performance of non-technological firms: Evidence from the COVID-19 and natural disaster shocks," Journal of Corporate Finance, Elsevier, vol. 89(C).
    27. Meghana Ayyagari & Yuxi Cheng & Ariel Weinberger, 2022. "Surviving Pandemics: The Role of Spillovers," CESifo Working Paper Series 9891, CESifo.
    28. Silva, Thiago Christiano & Wilhelm, Paulo Victor Berri & Tabak, Benjamin Miranda, 2022. "The role of non-critical business and telework propensity in international stock markets during the COVID-19 pandemic," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 79(C).
    29. Ben Yahmed, Sarra & Berlingieri, Francesco & Brüll, Eduard, 2022. "Adjustments of local labour markets to the COVID-19 crisis: The role of digitalisation and working-from-home," ZEW Discussion Papers 22-031, ZEW - Leibniz Centre for European Economic Research.

  9. Nikolas Zolas & Zachary Kroff & Erik Brynjolfsson & Kristina McElheran & David Beede & Catherine Buffington & Nathan Goldschlag & Lucia Foster & Emin Dinlersoz, 2020. "Advanced Technologies Adoption and Use by U.S. Firms: Evidence from the Annual Business Survey," Working Papers 20-40, Center for Economic Studies, U.S. Census Bureau.

    Cited by:

    1. Angélica Pigola & Bruno Fischer & Gustavo Hermínio Salati Marcondes de Moraes, 2024. "Impacts of Digital Entrepreneurial Ecosystems on Sustainable Development: Insights from Latin America," Sustainability, MDPI, vol. 16(18), pages 1-30, September.
    2. Charles Hoffreumon & Chris CM Forman & Nicolas van Zeebroeck, 2023. "Make or Buy your Artificial Intelligence? Complementarities in Technology Sourcing," Working Papers TIMES² 2023-69, ULB -- Universite Libre de Bruxelles.
    3. Filippo Belloc & Gabriel Burdin & Fabio Landini, 2023. "Advanced Technologies and Worker Voice," Economica, London School of Economics and Political Science, vol. 90(357), pages 1-38, January.
    4. Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Kroff & Emin Dinlersoz & Lucia S. Foster & Nikolas Zolas, 2023. "AI Adoption in America: Who, What, and Where," NBER Working Papers 31788, National Bureau of Economic Research, Inc.
    5. G. Jacob Blackwood & Cindy Cunningham & Matthew Dey & Lucia Foster & Cheryl Grim & John C. Haltiwanger & Rachel L. Nesbit & Sabrina Pabilonia & Jay Stewart & Cody Tuttle & Zoltan Wolf, 2023. "Opening the Black Box: Task and Skill Mix and Productivity Dispersion," NBER Chapters, in: Technology, Productivity, and Economic Growth, National Bureau of Economic Research, Inc.
    6. Danilov, Anastasia & Chugunova, Marina, 2022. "Use of digital technologies for HR management in Germany: Survey evidence," MPRA Paper 111530, University Library of Munich, Germany.
    7. Masayuki MORIKAWA, 2024. "Use of Artificial Intelligence and Productivity: Evidence from firm and worker surveys," Discussion papers 24074, Research Institute of Economy, Trade and Industry (RIETI).
    8. Rademakers Emilie & Zierahn-Weilage Ulrich, 2024. "New Technologies: End of Work or Structural Change?," The Economists' Voice, De Gruyter, vol. 21(2), pages 335-344.
    9. Martin Fleming, 2023. "Enterprise Information and Communications Technology – Software Pricing and Developer Productivity Measurement," Working Papers 037, The Productivity Institute.
    10. Inha Oh & Jungho Kim, 2023. "Frontiers and laggards: Which firms benefit from adopting advanced digital technologies?," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(2), pages 753-766, March.
    11. Heluo, Yuxi & Fabel, Oliver, 2024. "Job computerization, occupational employment and wages: A comparative study of the United States, Germany, and Japan," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    12. Arntz, Melanie & Genz, Sabrina & Gregory, Terry & Lehmer, Florian & Zierahn-Weilage, Ulrich, 2024. "De-Routinization in the Fourth Industrial Revolution - Firm-Level Evidence," IZA Discussion Papers 16740, Institute of Labor Economics (IZA).
    13. Erik Brynjolfsson & Wang Jin & Kristina McElheran, 2021. "The power of prediction: predictive analytics, workplace complements, and business performance," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 56(4), pages 217-239, October.
    14. Belloc, Filippo & Burdin, Gabriel & Cattani, Luca & Ellis, William & Landini, Fabio, 2021. "Coevolution of Job Automation Risk and Workplace Governance," IZA Discussion Papers 14788, Institute of Labor Economics (IZA).
    15. Ruyu Chen & Natarajan Balasubramanian & Chris Forman, 2024. "How does worker mobility affect business adoption of a new technology? The case of machine learning," Strategic Management Journal, Wiley Blackwell, vol. 45(8), pages 1510-1538, August.
    16. João Amador & Cátia Silva, 2023. "A view on ICT and digitalization in Portuguese firms," Economic Bulletin and Financial Stability Report Articles and Banco de Portugal Economic Studies, Banco de Portugal, Economics and Research Department.
    17. Marioni, Larissa da Silva & Rincon-Aznar, Ana & Venturini, Francesco, 2024. "Productivity performance, distance to frontier and AI innovation: Firm-level evidence from Europe," Journal of Economic Behavior & Organization, Elsevier, vol. 228(C).
    18. Naudé, Wim & Bray, Amy & Lee, Celina, 2021. "Crowdsourcing Artificial Intelligence in Africa: Findings from a Machine Learning Contest," IZA Discussion Papers 14545, Institute of Labor Economics (IZA).
    19. Han, Luyi & Wojan, Timothy R. & Goetz, Stephan J., 2023. "Experimenting in the cloud: The digital divide's impact on innovation," Telecommunications Policy, Elsevier, vol. 47(7).
    20. Erling Barth & James C. Davis & Richard B. Freeman & Kristina McElheran, 2020. "Twisting the Demand Curve: Digitalization and the Older Workforce," NBER Working Papers 28094, National Bureau of Economic Research, Inc.
    21. Cassandra Estep & Emily E. Griffith & Nikki L. MacKenzie, 2024. "How do financial executives respond to the use of artificial intelligence in financial reporting and auditing?," Review of Accounting Studies, Springer, vol. 29(3), pages 2798-2831, September.
    22. Gathmann, Christina & Kagerl, Christian & Pohlan, Laura & Roth, Duncan, 2023. "The Pandemic Push: Digital Technologies and Workforce Adjustments," CEPR Discussion Papers 18097, C.E.P.R. Discussion Papers.
    23. Zoran Aralica & Bruno Skrinjaric, 2021. "Adoption of digital and ICT technologies and firms’ productivity," Working Papers 2102, The Institute of Economics, Zagreb.
    24. Calza, Elisa & Lavopa, Alejandro & Ligia Zagato, 2022. "Advanced digital technologies and industrial resilience during the COVID-19 pandemic: A firm-level perspective," MERIT Working Papers 2022-008, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    25. Emin Dinlersoz & Can Dogan & Nikolas Zolas, 2024. "Starting Up AI," Working Papers 24-09, Center for Economic Studies, U.S. Census Bureau.
    26. Andres, Raphaela & Niebel, Thomas & Viete, Steffen, 2024. "Do capital incentive policies support today’s digitization needs?," Telecommunications Policy, Elsevier, vol. 48(1).
    27. Haefner, Naomi & Parida, Vinit & Gassmann, Oliver & Wincent, Joakim, 2023. "Implementing and scaling artificial intelligence: A review, framework, and research agenda," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
    28. Hamid Firooz & Zheng Liu & Yajie Wang, 2022. "Automation, Market Concentration, and the Labor Share," Working Paper Series 2022-05, Federal Reserve Bank of San Francisco.
    29. Firooz, Hamid & Liu, Zheng & Wang, Yajie, 2025. "Automation and the rise of superstar firms," Journal of Monetary Economics, Elsevier, vol. 151(C).
    30. Belloc, Filippo & Burdin, Gabriel & Landini, Fabio, 2022. "Robots, Digitalization, and Worker Voice," GLO Discussion Paper Series 1038, Global Labor Organization (GLO).
    31. Alguacil, Maite & Lo Turco, Alessia & Martínez-Zarzoso, Inmaculada, 2022. "Robot adoption and export performance: Firm-level evidence from Spain," Economic Modelling, Elsevier, vol. 114(C).

  10. Erik Brynjolfsson & John J. Horton & Adam Ozimek & Daniel Rock & Garima Sharma & Hong-Yi TuYe, 2020. "COVID-19 and Remote Work: An Early Look at US Data," NBER Working Papers 27344, National Bureau of Economic Research, Inc.

    Cited by:

    1. Milad Mirbabaie & Stefan Stieglitz & Julian Marx, 2022. "Digital Detox," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 64(2), pages 239-246, April.
    2. Teodorovicz, Thomaz & Sadun, Raffaella & Kun, Andrew L. & Shaer, Orit, 2022. "How does working from home during Covid-19 affect what managers do? Evidence from time-use studies," LSE Research Online Documents on Economics 117853, London School of Economics and Political Science, LSE Library.
    3. Leslie, Emily & Wilson, Riley, 2020. "Sheltering in place and domestic violence: Evidence from calls for service during COVID-19," Journal of Public Economics, Elsevier, vol. 189(C).
    4. Mr. Nicola Pierri & Mr. Yannick Timmer, 2020. "IT Shields: Technology Adoption and Economic Resilience during the COVID-19 Pandemic," IMF Working Papers 2020/208, International Monetary Fund.
    5. Lukas Heidt & Felix Gauger & Andreas Pfnür, 2023. "Work from Home Success: Agile work characteristics and the Mediating Effect of supportive HRM," Review of Managerial Science, Springer, vol. 17(6), pages 2139-2164, August.
    6. Jose Maria Barrero & Nicholas Bloom & Steven J. Davis, 2020. "Why Working From Home Will Stick," Working Papers 2020-174, Becker Friedman Institute for Research In Economics.
    7. de la Torre-Ruiz, José Manuel & Ferrón-Vílchez, Vera, 2024. "Determinants of managerial perceptions of the impact of telework: The effect of information communication technology support, trust, and frequency of communication," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
    8. Ashraf Elsafty & Ahmed Elzeftawy, 2021. "The New Era of Digital Transformation and COVID-19 Effect on The Employment in Mobile Operators in Egypt," Business and Management Studies, Redfame publishing, vol. 7(1), pages 74-99, March.
    9. Adams-Prassl, A. & Boneva, T. & Golin, M. & Rauh, C., 2020. "Work Tasks That Can Be Done From Home: Evidence on Variation Within and Across Occupations and Industries," Cambridge Working Papers in Economics 2040, Faculty of Economics, University of Cambridge.
    10. Lashitew, Addisu A., 2023. "When businesses go digital: The role of CEO attributes in technology adoption and utilization during the COVID-19 pandemic," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    11. Michaela Benzeval & Jon Burton & Thomas F. Crossley & Paul Fisher & Annette Jäckle & Hamish Low & Brendan Read, 2020. "The Idiosyncratic Impact of an Aggregate Shock: The Distributional Consequences of COVID-19," Economics Papers 2020-W07, Economics Group, Nuffield College, University of Oxford.
    12. Alina Simona Tecau & Cristinel Petrisor Constantin & Radu Constantin Lixandroiu & Ioana Bianca Chitu & Gabriel Bratucu, 2020. "Impact of the COVID-19 Crisis on Heavy Work Investment in Romania," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 22(Special 1), pages 1049-1049, November.
    13. Cevat Giray Aksoy & Jose Maria Barrero & Nicholas Bloom & Steven J. Davis & Mathias Dolls & Pablo Zarate, 2022. "Working from Home Around the World," NBER Working Papers 30446, National Bureau of Economic Research, Inc.
    14. Sjoquist, David & Wheeler, Laura, 2021. "Unemployment insurance claims and COVID-19," Journal of Economics and Business, Elsevier, vol. 115(C).
    15. Nicholas Bloom & Steven J. Davis & Stephen Hansen & Peter Lambert & Raffaella Sadun & Bledi Taska, 2023. "Remote work across jobs, companies and space," CEP Discussion Papers dp1935, Centre for Economic Performance, LSE.
    16. Masayuki Morikawa, 2023. "Productivity dynamics of remote work during the COVID‐19 pandemic," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 62(3), pages 317-331, July.
    17. Shen, Lucas, 2022. "Does working from home work? A natural wxperiment from lockdowns," MPRA Paper 115446, University Library of Munich, Germany.
    18. Sherrill W. Hayes & Jennifer L. Priestley & Brian A. Moore & Herman E. Ray, 2021. "Perceived Stress, Work-Related Burnout, and Working From Home Before and During COVID-19: An Examination of Workers in the United States," SAGE Open, , vol. 11(4), pages 21582440211, November.
    19. Andrea Vinueza-Cabezas & Gabriel Osejo-Taco & Alejandro Unda-López & Clara Paz & Paula Hidalgo-Andrade, 2022. "A Comparison of Working Conditions and Workers’ Perceptions among On-Site, Telework, and Hybrid Workers in Ecuador during the COVID-19 Pandemic," IJERPH, MDPI, vol. 19(21), pages 1-13, November.
    20. Nicholas Bloom & Philip Bunn & Paul Mizen & Pawel Smietanka & Gregory Thwaites, 2020. "The impact of Covid-19 on productivity," Discussion Papers 2020/13, University of Nottingham, Centre for Finance, Credit and Macroeconomics (CFCM).
    21. Betcherman, Gordon & Giannakopoulos, Nicholas & Laliotis, Ioannis & Pantelaiou, Ioanna & Testaverde, Mauro & Tzimas, Giannis, 2020. "Reacting Quickly and Protecting Jobs: The Short-Term Impacts of the COVID-19 Lockdown on the Greek Labor Market," IZA Discussion Papers 13516, Institute of Labor Economics (IZA).
    22. Jose Maria Barrero & Nicholas Bloom & Steven J. Davis, 2021. "Internet access and its implications for productivity, inequality and resilience," POID Working Papers 017, Centre for Economic Performance, LSE.
    23. Andrej Kohont & Miroljub Ignjatović, 2022. "Organizational Support of Working from Home: Aftermath of COVID-19 from the Perspective of Workers and Leaders," Sustainability, MDPI, vol. 14(9), pages 1-16, April.
    24. Mäntymäki, Matti & Najmul Islam, A.K.M. & Turel, Ofir & Dhir, Amandeep, 2022. "Coping with pandemics using social network sites: A psychological detachment perspective to COVID-19 stressors," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    25. Nicholas Bloom & Ruobing Han & James Liang, 2022. "How Hybrid Working From Home Works Out," NBER Working Papers 30292, National Bureau of Economic Research, Inc.
    26. Crowley, Frank & Daly, Hannah & Doran, Justin & Ryan, Geraldine, 2020. "COVID-19, social distancing, remote work and transport choice," SRERC Working Paper Series SRERCWP2020-4, University College Cork (UCC), Spatial and Regional Economic Research Centre (SRERC).
    27. Ese Eigbadon Oshioste & Michael Oifoghe Eigbadon & Tochukwu Chinwuba Nwankwo & Chinwe Chinazo Okoye & Samuel Tobenna C. Udokwu, 2023. "The Implications Of Remote Work: An Analysis Of Nigeria And The Usa," Social Values & Society (SVS), Zibeline International Publishing, vol. 5(1), pages 04-12, July.
    28. Bloom, Nicholas & Ramani, Arjun, 2021. "The donut effect of Covid-19 on cities," LSE Research Online Documents on Economics 113876, London School of Economics and Political Science, LSE Library.
    29. Ritsu KITAGAWA & Sachiko KURODA & Hiroko OKUDAIRA & Hideo OWAN, 2021. "Working from Home: Its Effects on Productivity and Mental Health," Discussion papers 21024, Research Institute of Economy, Trade and Industry (RIETI).
    30. Chen Qian & Xinran Gu & Lei Wang, 2022. "Costs of Employee Stewardship Behaviors for Employees in the Work-to-Family Penetration Context during the COVID-19 Pandemic," IJERPH, MDPI, vol. 19(10), pages 1-17, May.
    31. Diekhof, Josefine & Krieger, Bastian & Licht, Georg & Rammer, Christian & Schmitt, Johannes & Stenke, Gero, 2021. "The impact of the Covid-19 crisis on innovation: First in-sights from the German business sector," ZEW Expert Briefs 21-06, ZEW - Leibniz Centre for European Economic Research.
    32. Jan Brueckner & Matthew E. Kahn & Gary C. Lin, 2021. "A New Spatial Hedonic Equilibrium in the Emerging Work-from-Home Economy?," NBER Working Papers 28526, National Bureau of Economic Research, Inc.
    33. Armand Brice Kouadio, 2023. "Flexibilization of working conditions and empowerment of public employees: What added value for work performance? [Flexibilisation des conditions de travail et autonomisation des employés publics :," Post-Print halshs-04365767, HAL.
    34. Gustav Engström & Johan Gars & Niko Jaakkola & Therese Lindahl & Daniel Spiro & Arthur A. van Benthem, 2020. "What Policies Address Both the Coronavirus Crisis and the Climate Crisis?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(4), pages 789-810, August.
    35. Bergeaud, Antonin & Eyméoud, Jean-Benoît & Garcia, Thomas & Henricot, Dorian, 2022. "Working from home and corporate real estate," LSE Research Online Documents on Economics 117800, London School of Economics and Political Science, LSE Library.
    36. Jonathan I. Dingel & Brent Neiman, 2020. "How Many Jobs Can be Done at Home?," NBER Working Papers 26948, National Bureau of Economic Research, Inc.
    37. Hensvik, Lena & Le Barbanchon, Thomas & Rathelot, Roland, 2020. "Job Search during the COVID-19 Crisis," The Warwick Economics Research Paper Series (TWERPS) 1267, University of Warwick, Department of Economics.
    38. Amaya Erro-Garcés & Begoña Urien & Giedrius Čyras & Vita Marytė Janušauskienė, 2022. "Telework in Baltic Countries during the Pandemic: Effects on Wellbeing, Job Satisfaction, and Work-Life Balance," Sustainability, MDPI, vol. 14(10), pages 1-15, May.
    39. R. Maria del Rio-Chanona & Alejandro Hermida-Carrillo & Melody Sepahpour-Fard & Luning Sun & Renata Topinkova & Ljubica Nedelkoska, 2022. "Mental health concerns prelude the Great Resignation: Evidence from Social Media," Papers 2208.07926, arXiv.org.
    40. Ferdinando Monte & Charly Porcher & Esteban Rossi-Hansberg, 2023. "Remote Work and City Structure," Working Papers 2023-016, Human Capital and Economic Opportunity Working Group.
    41. Cirera,Xavier & Vargas Da Cruz,Marcio Jose & Grover,Arti Goswami & Iacovone,Leonardo & Medvedev,Denis & Pereira Lopez,Mariana De La Paz & Reyes,Santiago, 2021. "Firm Recovery during COVID-19 : Six Stylized Facts," Policy Research Working Paper Series 9810, The World Bank.
    42. Kogus, Ayelet & Brůhová Foltýnová, Hana & Gal-Tzur, Ayelet & Shiftan, Yuval & Vejchodská, Eliška & Shiftan, Yoram, 2022. "Will COVID-19 accelerate telecommuting? A cross-country evaluation for Israel and Czechia," Transportation Research Part A: Policy and Practice, Elsevier, vol. 164(C), pages 291-309.
    43. Peter Konhäusner & Robert Seidentopf, 2021. "Digital Marketing Effects of Clubhouse on Crowdfunding in the Context of COVID-19," JRFM, MDPI, vol. 14(8), pages 1-19, July.
    44. Leonardo Bonilla & Luz A Flórez & Didier Hermida & Francisco Lasso & Leonardo Fabio Morales & Juan Jose Ospina & José Pulido, 2022. "Is the Covid-19 pandemic fast-tracking automation in developing countries? Evidence from Colombia," BIS Working Papers 1048, Bank for International Settlements.
    45. Oksana Leukhina & Zhixiu Yu, 2020. "Home Production and Leisure During the COVID-19 Recession," Working Papers 2020-060, Human Capital and Economic Opportunity Working Group.
    46. Alexander Bick & Adam Blandin & Karel Mertens, 2022. "Work from Home Before and After the COVID-19 Outbreak," Working Papers 2022-008, Federal Reserve Bank of St. Louis.
    47. Sangeeta Gupta & Poonam Devdutt & Urmila Jagadeeswari Itam, 2022. "Centrality of psychological well-being of IT employees during COVID-19 and beyond," DECISION: Official Journal of the Indian Institute of Management Calcutta, Springer;Indian Institute of Management Calcutta, vol. 49(4), pages 365-380, December.
    48. Alexander Bick & Adam Blandin & Aidan Caplan & Tristan Caplan, 2024. "Measuring Trends in Work From Home: Evidence from Six U.S. Datasets," Working Papers 2024-023, Federal Reserve Bank of St. Louis, revised 12 Dec 2024.
    49. Cortes, Guido Matias & Forsythe, Eliza, 2021. "The heterogenous labour market impact of the COVID-19 pandemic," CLEF Working Paper Series 40, Canadian Labour Economics Forum (CLEF), University of Waterloo.
    50. Vahagn Jerbashian & Montserrat Vilalta-Bufi, 2020. "The Impact of ICT on Working from Home: Evidence from EU Countries," UB School of Economics Working Papers 2020/404, University of Barcelona School of Economics.
    51. Barrero, José María & Bloom, Nicholas & Davis, Steven J. & Meyer, Brent & Mihaylov, Emil, 2022. "The Shift to Remote Work Lessens Wage-Growth Pressures," IZA Discussion Papers 15385, Institute of Labor Economics (IZA).
    52. Marz, Waldemar & Şen, Suphi, 2022. "Does telecommuting reduce commuting emissions?," Journal of Environmental Economics and Management, Elsevier, vol. 116(C).
    53. Carvalho, Mckenzie & Hagerman, Amy D. & Whitacre, Brian, 2022. "Telework and COVID-19 Resiliency in the Southeastern United States," Journal of Regional Analysis and Policy, Mid-Continent Regional Science Association, vol. 52(01), April.
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    177. Christopher L. Foote & Tyler Hounshell & William D. Nordhaus & Douglas Rivers & Pamela Torola, 2021. "Measuring the US Employment Situation Using Online Panels: The Yale Labor Survey," Current Policy Perspectives 93422, Federal Reserve Bank of Boston.
    178. Eiji Yamamura & Yoshiro Tsutsui, 2021. "Impact of closing schools on mental health during the COVID-19 pandemic: Evidence using panel data from Japan," Papers 2101.08476, arXiv.org.
    179. Peng Jiang & Jiří Jaromír Klemeš & Yee Van Fan & Xiuju Fu & Yong Mong Bee, 2021. "More Is Not Enough: A Deeper Understanding of the COVID-19 Impacts on Healthcare, Energy and Environment Is Crucial," IJERPH, MDPI, vol. 18(2), pages 1-22, January.
    180. Rudy Arthur, 2021. "Studying the UK job market during the COVID-19 crisis with online job ads," PLOS ONE, Public Library of Science, vol. 16(5), pages 1-24, May.
    181. Owen Davis, 2021. "Employment and Retirement Among Older Workers During the Covid-19 Pandemic," SCEPA working paper series. 2021-06, Schwartz Center for Economic Policy Analysis (SCEPA), The New School.
    182. Lindsay G. Oades & Aaron Jarden & Hanchao Hou & Corina Ozturk & Paige Williams & Gavin R. Slemp & Lanxi Huang, 2021. "Wellbeing Literacy: A Capability Model for Wellbeing Science and Practice," IJERPH, MDPI, vol. 18(2), pages 1-12, January.
    183. Ko, Eun-Jung & Kim, A-Hyun & Kim, Sang-Soo, 2021. "Toward the understanding of the appropriation of ICT-based Smart-work and its impact on performance in organizations," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    184. Jean-Victor Alipour & Oliver Falck & Simone Schüller, 2020. "Germany's Capacity to Work from Home," CESifo Working Paper Series 8227, CESifo.
    185. Schulz, Rainer & Watson, Verity & Wersing, Martin, 2023. "Teleworking and housing demand," Regional Science and Urban Economics, Elsevier, vol. 101(C).
    186. Seungbeom Kim & Yooneun Lee & Byungchul Choi, 2021. "Adoption of Satellite Offices in Response to a Pandemic: Sustainability and Infection Control," Sustainability, MDPI, vol. 13(14), pages 1-18, July.
    187. Vijaya Sunder M & Anupama Prashar, 2023. "State and citizen responsiveness in fighting a pandemic crisis: A systems thinking perspective," Systems Research and Behavioral Science, Wiley Blackwell, vol. 40(1), pages 170-193, January.
    188. Gavoille, Nicolas & Hazans, Mihails, 2022. "Personality Traits, Remote Work and Productivity," IZA Discussion Papers 15486, Institute of Labor Economics (IZA).
    189. Kim, Jun Hyung & Koh, Yu Kyung & Park, Jinseong, 2021. "Mental Health Consequences of Working from Home during the Pandemic," GLO Discussion Paper Series 960, Global Labor Organization (GLO).
    190. John (Jianqiu) Bai & Erik Brynjolfsson & Wang Jin & Sebastian Steffen & Chi Wan, 2021. "Digital Resilience: How Work-From-Home Feasibility Affects Firm Performance," NBER Working Papers 28588, National Bureau of Economic Research, Inc.
    191. Jan K. Brueckner & S. Sayantani, 2022. "Intercity Impacts of Work-from-Home with Both Remote and Non-Remote Workers," CESifo Working Paper Series 9793, CESifo.
    192. Ullah, Saif & Nobanee, Haitham & Iftikhar, Huma, 2023. "Global financial integration, governance-by-technology, and green growth," International Review of Financial Analysis, Elsevier, vol. 90(C).
    193. M. O. Oleche & D. K. Manda & R. G. Mutegi & S. Kipruto & M. K. Muriithi & P. Samoei & A. W. Ndirangu & G. Mwabu, 2023. "The gendered impacts of COVID-19 and business closure due to lockdown on wage employment in Kenya," Journal of Economic Policy and Management Issues, JEPMI, vol. 2(2), pages 31-48.
    194. Tomaz Cajner & Leland D. Crane & Ryan A. Decker & John Grigsby & Adrian Hamins-Puertolas & Erik Hurst & Christopher Kurz & Ahu Yildirmaz, 2020. "The US Labor Market during the Beginning of the Pandemic Recession," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 51(2 (Summer), pages 3-33.
    195. Sybil Geldart, 2022. "Remote Work in a Changing World: A Nod to Personal Space, Self-Regulation and Other Health and Wellness Strategies," IJERPH, MDPI, vol. 19(8), pages 1-9, April.
    196. Masayuki MORIKAWA, 2020. "Productivity of Working from Home during the COVID-19 Pandemic: Evidence from an Employee Survey," Discussion papers 20073, Research Institute of Economy, Trade and Industry (RIETI).
    197. Virat Agrawal & Neeraj Sood & Christopher M. Whaley, 2022. "The Ex-Ante Moral Hazard Effects of COVID-19 Vaccines," NBER Working Papers 30602, National Bureau of Economic Research, Inc.
    198. Michael Cary & Heather Stephens, 2023. "Gendered Consequences of COVID-19 Among Professional Tennis Players," Journal of Sports Economics, , vol. 24(2), pages 241-266, February.
    199. Rui Yao & Weipeng Wu, 2022. "Mental Disorders Associated with COVID-19 Related Unemployment," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 17(2), pages 949-970, April.
    200. Jacek Rothert, 2021. "Blocking the light at the end of the tunnel? Optimal teleworking agreements and management's revealed preferences when vaccine is on the horizon," Departmental Working Papers 68, United States Naval Academy Department of Economics.
    201. Giorgio Gnecco & Sara Landi & Massimo Riccaboni, 2024. "The emergence of social soft skill needs in the post COVID-19 era," Quality & Quantity: International Journal of Methodology, Springer, vol. 58(1), pages 647-680, February.
    202. Kagerl, Christian & Starzetz, Julia, 2022. "Working from Home for Good? Lessons Learned from the COVID-19 Pandemic and What This Means for the Future of Work," VfS Annual Conference 2022 (Basel): Big Data in Economics 264061, Verein für Socialpolitik / German Economic Association.
    203. Veronica Rattini, 2023. "Worker autonomy and performance: Evidence from a real‐effort experiment," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 32(2), pages 300-327, April.
    204. Caballini, Claudia & Agostino, Matteo & Dalla Chiara, Bruno, 2021. "Physical mobility and virtual communication in Italy: Trends, analytical relationships and policies for the post COVID-19," Transport Policy, Elsevier, vol. 110(C), pages 314-334.
    205. Ina Kern & Philip Emmerich & Anna Lübbe, 2023. "How to Enable Trust While Transforming Teamwork from a Face-to-Face to a Virtual Environment in the Context of COVID-19," Central European Business Review, Prague University of Economics and Business, vol. 2023(5), pages 117-149.
    206. Malik, Khyati & Kim, Sowon & Cultice, Brian J., 2023. "The impact of remote work on green space values in regional housing markets," Journal of Housing Economics, Elsevier, vol. 62(C).
    207. Erdsiek, Daniel & Rost, Vincent, 2022. "Working from home after COVID-19: Firms expect a persistent and intensive shift," ZEW Expert Briefs 22-06, ZEW - Leibniz Centre for European Economic Research.
    208. Carolyn Evans, 2020. "The coronavirus crisis and the technology sector," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 55(4), pages 253-266, October.
    209. Yoon, Jisung & Park, Jinseo & Yun, Jinhyuk & Jung, Woo-Sung, 2023. "Quantifying knowledge synchronization with the network-driven approach," Journal of Informetrics, Elsevier, vol. 17(4).
    210. Kosteas, Vasilios D. & Renna, Francesco & Scicchitano, Sergio, 2022. "Covid-19 and Working from Home: toward a "new normal"?," GLO Discussion Paper Series 1013, Global Labor Organization (GLO).
    211. Bolisani Ettore & Scarso Enrico & Ipsen Christine & Kirchner Kathrin & Hansen John Paulin, 2020. "Working from home during COVID-19 pandemic: lessons learned and issues," Management & Marketing, Sciendo, vol. 15(s1), pages 458-476, October.
    212. Crowley, Frank & Daly, Hannah & Doran, Justin & Ryan, Geraldine & Caulfield, Brian, 2021. "The impact of labour market disruptions and transport choice on the environment during COVID-19," Transport Policy, Elsevier, vol. 106(C), pages 185-195.
    213. Brueckner, Jan K. & Sayantani, S., 2023. "Intercity impacts of work-from-home with both remote and non-remote workers," Journal of Housing Economics, Elsevier, vol. 59(PB).
    214. Brandon J. Restrepo & Eliana Zeballos, 2023. "Working from Home and Emotional Well-Being during Major Daily Activities," IJERPH, MDPI, vol. 20(4), pages 1-13, February.
    215. Ruud Gerards & Sanne Wetten & Cecile Sambeek, 2021. "New ways of working and intrapreneurial behaviour: the mediating role of transformational leadership and social interaction," Review of Managerial Science, Springer, vol. 15(7), pages 2075-2110, October.
    216. Fahriye Oben Uru & Ebru Gozukara & Lale Tezcan, 2022. "The Moderating Roles of Remote, Hybrid, and Onsite Working on the Relationship between Work Engagement and Organizational Identification during the COVID-19 Pandemic," Sustainability, MDPI, vol. 14(24), pages 1-27, December.
    217. Makridis, Christos A. & Han, Joo Hun, 2021. "Future of work and employee empowerment and satisfaction: Evidence from a decade of technological change," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    218. Astorquiza-Bustos, Bilver Adrian & Quintero-Peña, Jose Wilmar, 2023. "Who can work from home? A remote working index for an emerging economy," Telecommunications Policy, Elsevier, vol. 47(10).
    219. Yingjie Fu, 2022. "Promotion of Chinese platform-based supply chains in the COVID-19 era," Prosperitas, Budapest Business University, vol. 9(3).
    220. Virat Agrawal & Jonathan H. Cantor & Neeraj Sood & Christopher M. Whaley, 2021. "The Impact of the COVID-19 Vaccine Distribution on Mental Health Outcomes," NBER Working Papers 29593, National Bureau of Economic Research, Inc.
    221. Ford, George S., 2021. "Confusing relevance and price: Interpreting and improving surveys on internet non-adoption," Telecommunications Policy, Elsevier, vol. 45(2).
    222. Amanda Davies, 2021. "COVID-19 and ICT-Supported Remote Working: Opportunities for Rural Economies," World, MDPI, vol. 2(1), pages 1-14, March.
    223. Kabir Dasgupta & Alexander Plum, 2022. "Skills, Economic Crises and the Labour Market," Working Papers 2022-01, Auckland University of Technology, Department of Economics.
    224. Wim Naudé & Ricardo Vinuesa, 2020. "Data, global development, and COVID-19: Lessons and consequences," WIDER Working Paper Series wp-2020-109, World Institute for Development Economic Research (UNU-WIDER).
    225. Fabrizio Colonna & Filippo Scoccianti & Eliana Viviano, 2025. "The slowdown of productivity in the euro area and the role of input prices," Questioni di Economia e Finanza (Occasional Papers) 918, Bank of Italy, Economic Research and International Relations Area.
    226. Jordan Rappaport, 2021. "Hybrid Officing Will Shift Where People and Businesses Decide to Locate," Economic Bulletin, Federal Reserve Bank of Kansas City, issue February , pages 1-4, February.
    227. Mohammad Javad Koohsari & Tomoki Nakaya & Ai Shibata & Kaori Ishii & Koichiro Oka, 2021. "Working from Home After the COVID-19 Pandemic: Do Company Employees Sit More and Move Less?," Sustainability, MDPI, vol. 13(2), pages 1-8, January.
    228. Luong, Tuan Anh & Nguyen, Manh-Hung, 2020. "COVID-19, lockdown and labor uncertainty," TSE Working Papers 20-1137, Toulouse School of Economics (TSE).
    229. Maheen M. Adamson & Angela Phillips & Srija Seenivasan & Julian Martinez & Harlene Grewal & Xiaojian Kang & John Coetzee & Ines Luttenbacher & Ashley Jester & Odette A. Harris & David Spiegel, 2020. "International Prevalence and Correlates of Psychological Stress during the Global COVID-19 Pandemic," IJERPH, MDPI, vol. 17(24), pages 1-16, December.
    230. Cheng, Yu-Tong & Lavieri, Patrícia S. & Luiza Santos de Sá, Ana & Astroza, Sebastian, 2024. "Investigating the effects of ICT evolution and the COVID-19 pandemic on the spatio-temporal fragmentation of work activities," Transportation Research Part A: Policy and Practice, Elsevier, vol. 187(C).
    231. Thomas Astell-Burt & Xiaoqi Feng, 2021. "Time for ‘Green’ during COVID-19? Inequities in Green and Blue Space Access, Visitation and Felt Benefits," IJERPH, MDPI, vol. 18(5), pages 1-21, March.
    232. Cicala, Steve, 2023. "JUE Insight: Powering work from home," Journal of Urban Economics, Elsevier, vol. 133(C).
    233. Yuan Meng & Man Sing Wong & Hanfa Xing & Mei-Po Kwan & Rui Zhu, 2021. "Assessing the Country-Level Excess All-Cause Mortality and the Impacts of Air Pollution and Human Activity during the COVID-19 Epidemic," IJERPH, MDPI, vol. 18(13), pages 1-16, June.
    234. Parkhomenko, Andrii & Delventhal, Matthew J, 2023. "Spatial Implications of Telecommuting in the United States," Institute of Transportation Studies, Working Paper Series qt97q6c2rg, Institute of Transportation Studies, UC Davis.
    235. Zarifhonarvar, Ali, 2022. "A Survey on the Impact of Covid-19 on the Labor Market," EconStor Preprints 265549, ZBW - Leibniz Information Centre for Economics.
    236. Martyna Joanna Surma & Richard Joseph Nunes & Caroline Rook & Angela Loder, 2021. "Assessing Employee Engagement in a Post-COVID-19 Workplace Ecosystem," Sustainability, MDPI, vol. 13(20), pages 1-20, October.
    237. Abendroth, Anja‐Kristin & Lott, Yvonne & Hipp, Lena & Müller, Dana & Sauermann, Armin & Carstensen, Tanja, 2022. "Has the COVID‐19 pandemic changed gender‐ and parental‐status‐specific differences in working from home? Panel evidence from Germany," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 29(6), pages 1991-2011.
    238. Isley, Catherine & Low, Sarah A., 2022. "Broadband adoption and availability: Impacts on rural employment during COVID-19," Telecommunications Policy, Elsevier, vol. 46(7).
    239. Christopher Foote & William D. Nordhaus & Douglas Rivers, 2020. "The US Employment Situation Using the Yale Labor Survey," Cowles Foundation Discussion Papers 2243, Cowles Foundation for Research in Economics, Yale University.
    240. Vacca, Matteo, 2024. "Panic herding: Analysts' COVID-19 experiences and the interpretation of earnings news," Journal of Economics and Business, Elsevier, vol. 132(C).
    241. Raquel Cañete & M. Estela Peralta, 2022. "ASDesign: A User-Centered Method for the Design of Assistive Technology That Helps Children with Autism Spectrum Disorders Be More Independent in Their Daily Routines," Sustainability, MDPI, vol. 14(1), pages 1-27, January.
    242. McCartney, W. Ben & Shah, Avni M., 2022. "Household mortgage refinancing decisions are neighbor influenced, especially along racial lines," Journal of Urban Economics, Elsevier, vol. 128(C).
    243. Fouzeya M. Albastaki & Alaa M. Ubaid & Hamad Rashid, 2024. "Developing a Practical Framework for Applying the Work from Home Concept to Technical Jobs in Electricity Utilities Using the Unified Theory of Acceptance and Use of Technology," Sustainability, MDPI, vol. 16(11), pages 1-24, May.
    244. Mohannad Alkhraijah & Maad Alowaifeer & Mansour Alsaleh & Anas Alfaris & Daniel K. Molzahn, 2021. "The Effects of Social Distancing on Electricity Demand Considering Temperature Dependency," Energies, MDPI, vol. 14(2), pages 1-14, January.
    245. Eiji Yamamura & Yoshiro Tsustsui, 2021. "School closures and mental health during the COVID-19 pandemic in Japan," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(4), pages 1261-1298, October.

  11. Prasanna Tambe & Lorin Hitt & Daniel Rock & Erik Brynjolfsson, 2020. "Digital Capital and Superstar Firms," NBER Working Papers 28285, National Bureau of Economic Research, Inc.

    Cited by:

    1. Pauline Affeldt & Tomaso Duso & Klaus Gugler & Joanna Piechucka, 2021. "Market Concentration in Europe: Evidence from Antitrust Markets," CESifo Working Paper Series 8866, CESifo.
    2. Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Kroff & Emin Dinlersoz & Lucia S. Foster & Nikolas Zolas, 2023. "AI Adoption in America: Who, What, and Where," NBER Working Papers 31788, National Bureau of Economic Research, Inc.
    3. Anderton, Robert & Botelho, Vasco & Reimers, Paul, 2023. "Digitalisation and productivity: gamechanger or sideshow?," Working Paper Series 2794, European Central Bank.
    4. Priit Vahter & Maaja Vadi, 2022. "The Relationship Of Technological And Organizational Innovation With Firm Performance: Opening The Black Box Of Dynamic Complementarities," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 138, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    5. Murciano-Goroff, Raviv & Zhuo, Ran & Greenstein, Shane, 2021. "Hidden software and veiled value creation: Illustrations from server software usage," Research Policy, Elsevier, vol. 50(9).
    6. Cristiano Antonelli & Gianluca Orsatti & Guido Pialli, 2023. "The knowledge-intensive direction of technological change," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 13(1), pages 1-27, March.
    7. Czarnitzki, Dirk & Fernández, Gastón P. & Rammer, Christian, 2022. "Artificial intelligence and firm-level productivity," ZEW Discussion Papers 22-005, ZEW - Leibniz Centre for European Economic Research.
    8. Jeong, Dong Wook & Moon, Heewon & Jeong, Seol Mi & Moon, Chan Ju, 2024. "Digital capital accumulation in schools, teachers, and students and academic achievement: Cross-country evidence from the PISA 2018," International Journal of Educational Development, Elsevier, vol. 107(C).
    9. Diane Coyle, 2021. "The idea of productivity," Working Papers 003, The Productivity Institute.
    10. Damioli, Giacomo & Van Roy, Vincent & Vertesy, Daniel & Vivarelli, Marco, 2025. "Is artificial intelligence leading to a new technological paradigm?," Structural Change and Economic Dynamics, Elsevier, vol. 72(C), pages 347-359.
    11. Cristiano Antonelli & Gianluca Orsatti & Guido Pialli, 2023. "The effects of the limited exhaustibility of knowledge on firm size and the direction of technological change," The Journal of Technology Transfer, Springer, vol. 48(4), pages 1359-1385, August.
    12. Constantinescu, Ileana Cristina & Grover, Arti & Nayyar, Gaurav, 2024. "Digitalization, Remote Work and Firm Resilience : Evidence from the COVID-19 Shock," Policy Research Working Paper Series 10949, The World Bank.
    13. Vahter, Priit & Vadi, Maaja, 2024. "The relationship of technological and organizational innovation with firm performance: Opening the black box of dynamic complementarities," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
    14. Babina, Tania & Fedyk, Anastassia & He, Alex & Hodson, James, 2024. "Artificial intelligence, firm growth, and product innovation," Journal of Financial Economics, Elsevier, vol. 151(C).
    15. Bughin, Jacques, 2024. "What drives the corporate payoffs of using generative artificial intelligence?," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 658-668.
    16. Wentao Yu & Yanrui Wu & Xiaolan Tan & Xiumei Guo, 2024. "The nexus between electronic commerce and environmental pollution: The roles of energy efficiency and resource consumption," Business Strategy and the Environment, Wiley Blackwell, vol. 33(3), pages 2287-2300, March.
    17. Casi, Elisa & Lisowsky, Petro & Stage, Barbara M. B. & Todtenhaupt, Maximilian, 2024. "Business model digitalization, competition, and tax savings," Discussion Papers 2024/6, Norwegian School of Economics, Department of Business and Management Science.
    18. Matthias Niggli & Christian Rutzer, 2023. "Digital technologies, technological improvement rates, and innovations “Made in Switzerland”," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 159(1), pages 1-31, December.
    19. Ichiro Muto & Fumitaka Nakamura & Makoto Nirei, 2024. "Digitalization, Entrepreneurship, and Wealth Inequality," IMES Discussion Paper Series 24-E-01, Institute for Monetary and Economic Studies, Bank of Japan.
    20. Gaspar, José-Miguel & Wang, Sumingyue & Xu, Liang, 2024. "Digitalization and the performance of non-technological firms: Evidence from the COVID-19 and natural disaster shocks," Journal of Corporate Finance, Elsevier, vol. 89(C).
    21. Firooz, Hamid & Liu, Zheng & Wang, Yajie, 2025. "Automation and the rise of superstar firms," Journal of Monetary Economics, Elsevier, vol. 151(C).
    22. Flavio Calvino & Luca Fontanelli, 2023. "Artificial intelligence, complementary assets and productivity: evidence from French firms," LEM Papers Series 2023/35, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    23. Liu, Rui & Zheng, Linhao & Chen, Zheang & Cheng, Mengyao & Ren, Yuzhuo, 2024. "Digitalization through supply chains: Evidence from the customer concentration of Chinese listed companies," Economic Modelling, Elsevier, vol. 134(C).

  12. Brynjolfsson, Erik & Collis, Avinash & Diewert, W. Erwin & Eggers, Felix & Fox, Kevin J., 2020. "Measuring the Impact of Free Goods on Real Household Consumption," SocArXiv gnd4c, Center for Open Science.

    Cited by:

    1. Arvai Kai & Mann Katja, 2022. "Consumption Inequality in the Digital Age," Working papers 890, Banque de France.
    2. Xavier Jaravel, 2021. "Inflation Inequality: Measurement, Causes, and Policy Implications," Annual Review of Economics, Annual Reviews, vol. 13(1), pages 599-629, August.
    3. Leonard I. Nakamura, 2020. "Evidence of Accelerating Mismeasurement of Growth and Inflation in the U.S. in the 21st Century," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2020-15, Economic Statistics Centre of Excellence (ESCoE).
    4. Mattsson, Pontus & Reshid, Abdulaziz, 2023. "Productivity divergence and the role of digitalisation," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 942-966.
    5. Diane Coyle & David Nguyen, 2020. "Free goods and economic welfare," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2020-18, Economic Statistics Centre of Excellence (ESCoE).
    6. Diane Coyle & Annabel Manley, 2021. "Potential social value from data: an application of discrete choice analysis," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2021-17, Economic Statistics Centre of Excellence (ESCoE).
    7. Coyle, Diane & Hampton, Lucy, 2024. "21st century progress in computing," Telecommunications Policy, Elsevier, vol. 48(1).
    8. Diane Coyle & Leonard Nakamura, 2022. "Time Use, Productivity, and Household-centric Measurement of Welfare in the Digital Economy," International Productivity Monitor, Centre for the Study of Living Standards, vol. 42, pages 165-186, Spring.
    9. W. Erwin Diewert & Kevin J. Fox, 2020. "Measuring Real Consumption and CPI Bias under Lockdown Conditions," NBER Working Papers 27144, National Bureau of Economic Research, Inc.
    10. Cusolito,Ana Paula & Lederman,Daniel & Pena,Jorge O., 2020. "The Effects of Digital-Technology Adoption on Productivity and Factor Demand : Firm-level Evidence from Developing Countries," Policy Research Working Paper Series 9333, The World Bank.

  13. Chiara Farronato & Andrey Fradkin & Bradley Larsen & Erik Brynjolfsson, 2020. "Consumer Protection in an Online World: An Analysis of Occupational Licensing," NBER Working Papers 26601, National Bureau of Economic Research, Inc.

    Cited by:

    1. Gaetano Basso & Eleonora Brandimarti & Michele Pellizzari & Giovanni Pica, 2021. "Quality and Selection in Regulated Professions," Development Working Papers 467, Centro Studi Luca d'Agliano, University of Milano.
    2. Sauro Mocetti & Lucia Rizzica & Giacomo Roma, 2019. "Regulated occupations in Italy: extent and labor market effects," Questioni di Economia e Finanza (Occasional Papers) 495, Bank of Italy, Economic Research and International Relations Area.
    3. Bruhn, Jesse & Imberman, Scott & Winters, Marcus, 2022. "Regulatory arbitrage in teacher hiring and retention: Evidence from Massachusetts Charter Schools," Journal of Public Economics, Elsevier, vol. 215(C).
    4. Conor Norris, 2024. "Is reform contagious?: The diffusion of universal recognition reforms," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 48(4), pages 1214-1232, December.
    5. Kihwan Bae & Edward Timmons, 2023. "Now You Can Take It with You: Effects of Occupational Credential Recognition on Labor Market Outcomes," Working Papers 23-03, Department of Economics, West Virginia University.
    6. Ben Posmanick & Alex Obie & Bobby Chung, 2024. "Licensed Professionals and Corporate Board Performance: The Effect of the Sarbanes-Oxley Act on the Audit Committee," Working Papers 2024-03, University of South Florida, Department of Economics.
    7. Alan Benson & Aaron Sojourner & Akhmed Umyarov, 2018. "Can Reputation Discipline the Gig Economy? Experimental Evidence from an Online Labor Market," Opportunity and Inclusive Growth Institute Working Papers 16, Federal Reserve Bank of Minneapolis.
    8. Philip C. Solimine & R. Mark Isaac, 2021. "Reputation and Market Structure in Experimental Platforms," Working Papers wp2021_08_01, Department of Economics, Florida State University.
    9. Xiang Hui & Meng Liu & Raphael Thomadsen, 2022. "Quality Certificates Alleviate Consumer Aversion to Sponsored Search Advertising," CESifo Working Paper Series 9886, CESifo.
    10. Jose Maria Barrero & Nicholas Bloom & Steven J. Davis, 2020. "COVID-19 Is Also a Reallocation Shock," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 51(2 (Summer), pages 329-383.
    11. Morris M. Kleiner & Evan J. Soltas, 2019. "A Welfare Analysis of Occupational Licensing in U.S. States," NBER Working Papers 26383, National Bureau of Economic Research, Inc.
    12. Aurelija Burinskienė, 2023. "Competition Prospects in Regulated Market of a Baltic Country," Economies, MDPI, vol. 11(2), pages 1-12, February.
    13. Ilya Kukaev & Edward J. Timmons, 2024. "Certifiably employable? Occupational regulation and unemployment duration," Southern Economic Journal, John Wiley & Sons, vol. 90(4), pages 1035-1059, April.
    14. Ginger Zhe Jin & Zhentong Lu & Xiaolu Zhou & Chunxiao Li, 2020. "The Effects of Government Licensing on E-commerce: Evidence from Alibaba," NBER Working Papers 27884, National Bureau of Economic Research, Inc.
    15. Bruno Deffains & Dominique Demougin, 2023. "Capitation taxes and the regulation of professional services," European Journal of Law and Economics, Springer, vol. 55(2), pages 167-193, April.
    16. Ilya Kukaev & Edward J. Timmons, 2023. "Certifiably employable?: The effects of occupational regulation on unemployment duration," Working Papers 23-02, Department of Economics, West Virginia University.
    17. Dustin Chambers & Colin O’Reilly, 2022. "The economic theory of regulation and inequality," Public Choice, Springer, vol. 193(1), pages 63-78, October.
    18. Imke Reimers & Joel Waldfogel, 2021. "Digitization and Pre-purchase Information: The Causal and Welfare Impacts of Reviews and Crowd Ratings," American Economic Review, American Economic Association, vol. 111(6), pages 1944-1971, June.
    19. Peter Q. Blair & Mischa Fisher, 2022. "Does Occupational Licensing Reduce Value Creation on Digital Platforms?," NBER Working Papers 30388, National Bureau of Economic Research, Inc.
    20. Han, Xintong & Li, Yushen & Wang, Tong, 2023. "Peer recognition, badge policies, and content contribution: An empirical study," Journal of Economic Behavior & Organization, Elsevier, vol. 214(C), pages 691-707.
    21. Kyle Rozema, 2021. "Does the Bar Exam Protect the Public?," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 18(4), pages 801-848, December.
    22. Andrey Fradkin & David Holtz, 2023. "Do Incentives to Review Help the Market? Evidence from a Field Experiment on Airbnb," Marketing Science, INFORMS, vol. 42(5), pages 853-865, September.
    23. Chung, Bobby W. & Zou, Jian, 2025. "Occupational licensing in US public schools: Nationwide implementation of Teacher Performance Assessment," Journal of Public Economics, Elsevier, vol. 244(C).
    24. McMullen, Jeffery S. & Ding, Amy Wenxuan & Li, Shibo, 2021. "From cultural entrepreneurship to economic entrepreneurship in cultural industries: The role of digital serialization," Journal of Business Venturing, Elsevier, vol. 36(6).
    25. Brian Meehan & E. Frank Stephenson, 2020. "Reducing a Barrier to Entry: The 120/150 CPA Licensing Rule," Journal of Labor Research, Springer, vol. 41(4), pages 382-402, December.
    26. Boto-García, David & Balado-Naves, Roberto & Mayor, Matías & Baños-Pino, José Francisco, 2023. "Consumers' demand for operational licencing: evidence from Airbnb in Paris," Annals of Tourism Research, Elsevier, vol. 100(C).

  14. Erik Brynjolfsson & Avinash Collis & W. Erwin Diewert & Felix Eggers & Kevin J. Fox, 2019. "GDP-B: Accounting for the Value of New and Free Goods in the Digital Economy," NBER Working Papers 25695, National Bureau of Economic Research, Inc.

    Cited by:

    1. Bertin Martens & Alexandre de Streel & Inge Graef & Thomas Tombal & Nestor Duch-Brown, 2020. "Business-to-Business data sharing: An economic and legal analysis," JRC Working Papers on Digital Economy 2020-05, Joint Research Centre.
    2. Arvai Kai & Mann Katja, 2022. "Consumption Inequality in the Digital Age," Working papers 890, Banque de France.
    3. Diane Coyle & David Nguyen, 2020. "Valuing Goods Online and Offline: the Impact of Covid-19," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2020-10, Economic Statistics Centre of Excellence (ESCoE).
    4. Johannes Hofmeister & Dominik K. Kanbach & Jens Hogreve, 2024. "Service productivity: a systematic review of a dispersed research area," Management Review Quarterly, Springer, vol. 74(3), pages 1249-1281, September.
    5. Geoffrey Parker & Georgios Petropoulos & Marshall Van Alstyne, 2021. "Platform mergers and antitrust [Ex-post assessment of merger control decisions in digital markets]," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 30(5), pages 1307-1336.
    6. Enache, Andreea & Friberg, Richard & Wiklander, Magnus, 2023. "Demand for in-app purchases in mobile apps—A difference-in-difference approach," International Journal of Industrial Organization, Elsevier, vol. 88(C).
    7. Richard Davies, 2021. "Prices and inflation in the UK - A new dataset," CEP Occasional Papers 55, Centre for Economic Performance, LSE.
    8. Ryan Martin, 2020. "Identifying Consumer-Welfare Changes when Online Search Platforms Change Their List of Search Results," Staff Working Papers 20-5, Bank of Canada.
    9. David M. Byrne & Carol Corrado, 2020. "The Increasing Deflationary Influence of Consumer Digital Access Services," Finance and Economics Discussion Series 2020-021r1, Board of Governors of the Federal Reserve System (U.S.), revised 05 Mar 2020.
    10. Alexandre Bourgeois, 2020. "Free Services from the Digital Economy: Do We Need to Measure Their Value and How?," Economie et Statistique / Economics and Statistics, Institut National de la Statistique et des Etudes Economiques (INSEE), issue 517-518-5, pages 157-172.
    11. Timo Boppart & Huiyu Li, 2021. "Productivity Slowdown: Reducing the Measure of Our Ignorance," Working Paper Series 2021-21, Federal Reserve Bank of San Francisco.
    12. Changya Di & Decai Tang & Yifan Xu, 2023. "Impact of Digital Economy on the High-Quality Development of China’s Service Trade," Sustainability, MDPI, vol. 15(15), pages 1-19, August.
    13. Wu, Qingyang & Li, Shanhong, 2024. "Decarbonization by digits: How data factors drive nonlinear sustainable dynamics in manufacturing," Applied Energy, Elsevier, vol. 374(C).
    14. Wulong Gu & Michael Willox, 2023. "The Post-2001 Productivity Growth Divergence between Canada and the United States," International Productivity Monitor, Centre for the Study of Living Standards, vol. 45, pages 27-60, Fall.
    15. Ricky N. Lawton & Daniel Fujiwara & Ulrike Hotopp, 2022. "The value of digital archive film history: willingness to pay for film online heritage archival access," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 46(1), pages 165-197, March.
    16. Diane Coyle & David Nguyen, 2020. "Free goods and economic welfare," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2020-18, Economic Statistics Centre of Excellence (ESCoE).
    17. Edward Castronova, 2023. "Preference evolution, attention, and happiness," Kyklos, Wiley Blackwell, vol. 76(2), pages 301-315, May.
    18. Cesar R Salas-Guerra, 2021. "Impact of digital economic activity on regional economic growth: A Case study from northern Minas Gerais between 2009 To 2018," Papers 2105.02849, arXiv.org.
    19. David M. Cutler & Kaushik Ghosh & Kassandra Messer & Trivellore Raghunathan & Allison B. Rosen & Susan T. Stewart, 2020. "A Satellite Account for Health in the United States," NBER Working Papers 27848, National Bureau of Economic Research, Inc.
    20. Robert Bucknall & Stephen Christie & Richard Heys & Cliodhna Taylor, 2021. "GDP and Welfare: Empirical Estimates of a Spectrum of Opportunity," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2021-08, Economic Statistics Centre of Excellence (ESCoE).
    21. Ege Erdil & Tamay Besiroglu, 2023. "Explosive growth from AI automation: A review of the arguments," Papers 2309.11690, arXiv.org, revised Jul 2024.
    22. Josh Martin & Rebecca Riley, 2025. "Productivity measurement: Reassessing the production function from micro to macro," Journal of Economic Surveys, Wiley Blackwell, vol. 39(1), pages 246-279, February.
    23. David M. Byrne & Carol Corrado, 2019. "Accounting for Innovations in Consumer Digital Services: IT still matters," Finance and Economics Discussion Series 2019-049, Board of Governors of the Federal Reserve System (U.S.).
    24. Juntao Du & Zhiyang Shen & Malin Song & Linda Zhang, 2023. "Nexus between digital transformation and energy technology innovation: An empirical test of A-share listed enterprises," Post-Print hal-04129371, HAL.
    25. MARTENS Bertin, 2020. "An economic perspective on data and platform market power," JRC Working Papers on Digital Economy 2020-09, Joint Research Centre.
    26. Wanying Rao & Pingfeng Liu, 2024. "Can Digital Innovation Improve Green Total Factor Productivity: Evidence from Digital Patents of China," Sustainability, MDPI, vol. 16(10), pages 1-21, May.
    27. Daniel Sichel & Eric von Hippel, 2021. "Household Innovation and R&D: Bigger than You Think," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 67(3), pages 639-658, September.
    28. Straubhaar, Thomas, 2021. "Datenwirtschaft: Was ist neu und anders?," Edition HWWI: Chapters, in: Straubhaar, Thomas (ed.), Neuvermessung der Datenökonomie, volume 6, pages 9-25, Hamburg Institute of International Economics (HWWI).

  15. Bloom, Nicholas & Brynjolfsson, Erik & Foster, Lucia & Jarmin, Ron & Patnaik, Megha & Saporta-Eksten, Itay & Van Reenen, John, 2019. "What drives differences in management practices?," LSE Research Online Documents on Economics 101175, London School of Economics and Political Science, LSE Library.

    Cited by:

    1. Baltrunaite, Audinga & Bovini, Giulia & Mocetti, Sauro, 2023. "Managerial talent and managerial practices: Are they complements?," Journal of Corporate Finance, Elsevier, vol. 79(C).
    2. Scur, Daniela & Bilicka, Katarzyna, 2021. "Organizational capacity and profit shifting," CEPR Discussion Papers 16502, C.E.P.R. Discussion Papers.
    3. Belloc, Filippo & Burdin, Gabriel & Landini, Fabio, 2020. "Corporate Hierarchies under Employee Representation," IZA Discussion Papers 13717, Institute of Labor Economics (IZA).
    4. Jeremy Greenwood & David Weiss, 2018. "Mining Surplus: Modeling James A. Schmitz'S Link Between Competition And Productivity," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 59(3), pages 1015-1034, August.
    5. Eckel, Carsten & Yeaple, Stephen R., 2024. "Inefficient labor market sorting," Journal of Economic Theory, Elsevier, vol. 221(C).
    6. Mr. Nicola Pierri & Mr. Yannick Timmer, 2020. "Tech in Fin before FinTech: Blessing or Curse for Financial Stability?," IMF Working Papers 2020/014, International Monetary Fund.
    7. Tomiura, Eiichi & Kumanomido, Hiroshi, 2023. "Impacts of inter-firm relations on the adoption of remote work: Evidence from a survey in Japan during the COVID-19 pandemic," Japan and the World Economy, Elsevier, vol. 68(C).
    8. Achyuta Adhvaryu & Anant Nyshadham & Jorge A. Tamayo, 2019. "Managerial Quality and Productivity Dynamics," NBER Working Papers 25852, National Bureau of Economic Research, Inc.
    9. Coraggio, Luca & Pagano, Marco & Scognamiglio, Annalisa & TÃ¥g, Joacim, 2022. "JAQ of All Trades: Job Mismatch, Firm Productivity and Managerial Quality," CEPR Discussion Papers 17167, C.E.P.R. Discussion Papers.
    10. Caliendo, Marco & Cobb-Clark, Deborah A. & Pfeifer, Harald & Uhlendorff, Arne & Wehner, Caroline, 2024. "Managers’ risk preferences and firm training investments," European Economic Review, Elsevier, vol. 161(C).
    11. Nathalie Greenan & Silvia Napolitano & Imad El Hamma, 2022. "Technologies numériques, capacité d'apprentissage de l'organisation et l'innovation : résultats empiriques à l'échelle de l'UE à partir d'un ensemble de données combinées," Working Papers halshs-03941324, HAL.
    12. Jacquelyn Pless, 2022. "To Starve or to Stoke? Understanding Whether Divestment versus Investment Can Steer (Green) Innovation," NBER Chapters, in: Entrepreneurship and Innovation Policy and the Economy, volume 2, pages 107-147, National Bureau of Economic Research, Inc.
    13. Nicholas Bloom & Steven J. Davis & Lucia Foster & Scott Ohlmacher & Itay Saporta-Eksten, 2022. "Investment and Subjective Uncertainty," Working Papers 22-52, Center for Economic Studies, U.S. Census Bureau.
    14. Alex Coad & Agustí Segarra-Blasco & Mercedes Teruel, 2021. "A bit of basic, a bit of applied? R&D strategies and firm performance," The Journal of Technology Transfer, Springer, vol. 46(6), pages 1758-1783, December.
    15. Cortes, Guido Matias & Dabed, Diego & Oliveira, Ana & Salomons, Anna, 2024. "Fissured firms and worker outcomes," CLEF Working Paper Series 80, Canadian Labour Economics Forum (CLEF), University of Waterloo.
    16. Mohammad Amin & Asif M. Islam, 2022. "Does manager education play a role in the productivity of informal firms in developing economies? Evidence from firm‐level surveys," Review of Development Economics, Wiley Blackwell, vol. 26(2), pages 962-984, May.
    17. Amiti, Mary & Duprez, Cedric & Konings, Jozef & Van Reenen, John, 2024. "FDI and superstar spillovers: evidence from firm-to-firm transactions," LSE Research Online Documents on Economics 124676, London School of Economics and Political Science, LSE Library.
    18. Cerar, Jelena & Dimitrova, Mihaela & Nell, Phillip C., 2022. "Fostering operational management “Best Practices” in subsidiary plants in the Western Balkans: The role of MNC home-country environment and resource allocation," Journal of International Management, Elsevier, vol. 28(2).
    19. Monteiro, Natália P. & Straume, Odd Rune & Valente, Marieta, 2021. "When does remote electronic access (not) boost productivity? Longitudinal evidence from Portugal," Information Economics and Policy, Elsevier, vol. 56(C).
    20. A. Baltrunaite & S. Formai & A. Linarello & S. Mocetti, 2024. "Ownership, Governance, Management and Firm Performance: Evidence from Italian Firms," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 10(3), pages 993-1027, November.
    21. Manav Raj & Robert Seamans, 2018. "Artificial Intelligence, Labor, Productivity, and the Need for Firm-Level Data," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 553-565, National Bureau of Economic Research, Inc.
    22. Bilicka, Katarzyna & Seidel, Andre, 2022. "Measuring Firm Activity from Outer Space," CEPR Discussion Papers 17220, C.E.P.R. Discussion Papers.
    23. Consolo, Agostino & Cette, Gilbert & Bergeaud, Antonin & Labhard, Vincent & Osbat, Chiara & Kosekova, Stanimira & Anyfantaki, Sofia & Basso, Gaetano & Basso, Henrique & Bobeica, Elena & Ciapanna, Eman, 2021. "Digitalisation: channels, impacts and implications for monetary policy in the euro area," Occasional Paper Series 266, European Central Bank.
    24. Nakatani, Ryota, 2021. "Total factor productivity enablers in the ICT industry: A cross-country firm-level analysis," Telecommunications Policy, Elsevier, vol. 45(9).
    25. Nicholas Bloom & Leonardo Iacovone & Mariana Pereira-Lopez & John Van Reenen, 2022. "Management and misallocation in Mexico," CEP Discussion Papers dp1825, Centre for Economic Performance, LSE.
    26. John T. Addison & Paulino Teixeira & Lutz Bellmann, 2023. "Performance and the Conjunction of Better Management Practices and Non-Union Workplace Representation," Journal of Labor Research, Springer, vol. 44(1), pages 1-43, June.
    27. Victor Klockmann & Alicia von Schenk & Ferdinand von Siemens, 2021. "Division of Labor and the Organization of Knowledge in Production: A Laboratory Experiment," CESifo Working Paper Series 8822, CESifo.
    28. Cziraki, Peter & Jenter, Dirk, 2021. "The market for CEOs," LSE Research Online Documents on Economics 118872, London School of Economics and Political Science, LSE Library.
    29. Dimitrios Exadactylos & Massimo Riccaboni & Armando Rungi, 2019. "Talents from Abroad. Foreign Managers and Productivity in the United Kingdom," Working Papers 01/2019, IMT School for Advanced Studies Lucca, revised Dec 2019.
    30. Nicholas Bloom & Takafumi Kawakubo & Charlotte Chunming Meng & Paul Mizen & Rebecca Riley & Tatsuro Senga & John Van Reenen, 2021. "Do Well Managed Firms Make Better Forecasts?," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2021-18, Economic Statistics Centre of Excellence (ESCoE).
    31. Corekcioglu, Gozde & Francesconi, Marco & Kunze, Astrid, 2025. "Parental Leave from the Firm’s Perspective," Discussion Paper Series in Economics 11/2025, Norwegian School of Economics, Department of Economics.
    32. Anna Valero, 2021. "Education and management practices," CEP Discussion Papers dp1767, Centre for Economic Performance, LSE.
    33. Morjaria, Ameet & Macchiavello, Rocco, 2019. "Competition and Relational Contracts in the Rwanda Coffee Chain," CEPR Discussion Papers 13607, C.E.P.R. Discussion Papers.
    34. Federico Cingano & Filippo Palomba & Paolo Pinotti & Enrico Rettore, 2022. "Making Subsidies Work: Rules vs. Discretion," BAFFI CAREFIN Working Papers 22174, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    35. Xiaoling Wang & Yiting Han & Baofeng Shi & Mohammad Zoynul Abedin, 2025. "The impacts of green credit guidelines on total factor productivity of heavy-polluting enterprises: A quasi-natural experiment from China," Annals of Operations Research, Springer, vol. 347(1), pages 41-68, April.
    36. Feng, Andy & Valero, Anna, 2020. "Skill-biased management: evidence from manufacturing firms," LSE Research Online Documents on Economics 103094, London School of Economics and Political Science, LSE Library.
    37. Robin C. Sickles & Kai Sun & Thomas P. Triebs, 2021. "The optimal use of management," Economic Inquiry, Western Economic Association International, vol. 59(3), pages 1346-1363, July.
    38. Hasan, Iftekhar & Manfredonia, Stefano & Noth, Felix, 2021. "Cultural resilience, religion, and economic recovery: Evidence from the 2005 hurricane season," IWH Discussion Papers 9/2021, Halle Institute for Economic Research (IWH).
    39. Nemlioglu, Ilayda & Mallick, Sushanta, 2021. "Effective innovation via better management of firms: The role of leverage in times of crisis," Research Policy, Elsevier, vol. 50(7).
    40. Vallés, Javier & Salas Fumás, Vicente & San Juan, Lucio, 2022. "Corporate economic profits in the euro area: The relevance of cost competitive advantage," International Review of Economics & Finance, Elsevier, vol. 80(C), pages 569-585.
    41. Kambayashi, Ryo & Ohyama, Atsushi & Hori, Nobuko, 2021. "Management practices and productivity in Japan: Evidence from six industries in JP MOPS," Journal of the Japanese and International Economies, Elsevier, vol. 61(C).
    42. Liu, Qing & Lu, Ruosi & Teng Sun, Stephen & Zhang, Meng, 2024. "Unintended workplace safety consequences of minimum wages," Journal of Public Economics, Elsevier, vol. 239(C).
    43. Kumbhakar, Subal C. & Badunenko, Oleg & Willox, Michael, 2022. "Do carbon taxes affect economic and environmental efficiency? The case of British Columbia’s manufacturing plants," MPRA Paper 118907, University Library of Munich, Germany.
    44. Mitra, Aruni, 2024. "The productivity puzzle and the decline of unions," Journal of Economic Dynamics and Control, Elsevier, vol. 159(C).
    45. Bloom, Nick & Manova, Kalina & Teng Sun, Stephen & Van Reenen, John & Yu, Zhihong, 2018. "Managing trade: evidence from China and the US," LSE Research Online Documents on Economics 88703, London School of Economics and Political Science, LSE Library.
    46. Jo, Ara & Miftakhova, Alena, 2024. "How constant is constant elasticity of substitution? Endogenous substitution between clean and dirty energy," Journal of Environmental Economics and Management, Elsevier, vol. 125(C).
    47. John (Jianqiu) Bai & Wang Jin & Matthew Serfling, 2022. "Management Practices and Mergers and Acquisitions," Management Science, INFORMS, vol. 68(3), pages 2141-2165, March.
    48. Renu Agarwal & Christopher Bajada & Paul James Brown & Roy Green, 2021. "People Management Practices that Underpin Lean Management Outcomes," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(2), pages 75-94, June.
    49. Fredrik W. Andersson & Henrik Jordahl & Anders Kärnä, 2024. "Ballooning bureaucracy? Stylized facts of growing administration in Swedish higher education," Constitutional Political Economy, Springer, vol. 35(2), pages 303-326, June.
    50. Erik Brynjolfsson & Wang Jin & Kristina McElheran, 2021. "The power of prediction: predictive analytics, workplace complements, and business performance," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 56(4), pages 217-239, October.
    51. Yuta Kikuchi, 2023. "Impact of university reform on research performance aggregated and disaggregated across research fields: a case study of the partial privatization of Japanese national universities," The Japanese Economic Review, Springer, vol. 74(1), pages 1-27, January.
    52. Wolfhard Kaus & Viktor Slavtchev & Markus Zimmermann, 2024. "Intangible capital and productivity: Firm-level evidence from German manufacturing," Oxford Economic Papers, Oxford University Press, vol. 76(4), pages 970-996.
    53. María García‐Vega & Elena Huergo, 2021. "Organization of R&D outsourcing: Asymmetric cross‐effects between locations," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 30(3), pages 503-524, August.
    54. Ohlsbom, Roope, 2021. "Management Practices Drive Productivity – But Not Without Human Capital," ETLA Working Papers 88, The Research Institute of the Finnish Economy.
    55. Alex Bryson & Lucy Stokes & David Wilkinson, 2020. "Can Human Resource Management Improve Schools' Performance?," LABOUR, CEIS, vol. 34(4), pages 427-440, December.
    56. Christopher Cornwell & Ian M. Schmutte & Daniela Scur, 2021. "Building a Productive Workforce: The Role of Structured Management Practices," Management Science, INFORMS, vol. 67(12), pages 7308-7321, December.
    57. Bhardwaj,Abhishek & Ghose,Devaki & Mukherjee,Saptarshi & Singh,Manpreet, 2022. "Million Dollar Plants and Retail Prices," Policy Research Working Paper Series 9995, The World Bank.
    58. Dorgyles C.M. Kouakou, 2022. "Determinants of employees' participation in decision‐making in developing countries: Does a firm's formal versus informal status matter?," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(5), pages 1501-1514, July.
    59. Davies, Elwyn & Deffebach,Peter & Iacovone, Leonardo & McKenzie, David, 2023. "Training Microentrepreneurs over Zoom : Experimental Evidence from Mexico," Policy Research Working Paper Series 10574, The World Bank.
    60. Anna Valero, 2021. "Education and management practices," POID Working Papers 007, Centre for Economic Performance, LSE.
    61. Schweiger, Helena & Stepanov, Alexander, 2022. "When good managers face bad incentives: Management quality and fuel intensity in the presence of price distortions," Energy Policy, Elsevier, vol. 164(C).
    62. Jason Miller & Beth Davis‐Sramek & Brian S. Fugate & Mark Pagell & Barbara B. Flynn, 2021. "Editorial Commentary: Addressing Confusion in the Diffusion of Archival Data Research," Journal of Supply Chain Management, Institute for Supply Management, vol. 57(3), pages 130-146, July.
    63. Arellano-Bover, Jaime & Saltiel, Fernando, 2023. "Differences in On-the-Job Learning across Firms," CAGE Online Working Paper Series 670, Competitive Advantage in the Global Economy (CAGE).
    64. Matthew J. Lindquist & Theodor Vladasel, 2022. "Are entrepreneurs more upwardly mobile?," Economics Working Papers 1841, Department of Economics and Business, Universitat Pompeu Fabra.
    65. Ohlsbom, Roope & Maliranta, Mika, 2019. "Management Practises in Finnish Manufacturing Establishments: Evidence from FMOP," ETLA Working Papers 69, The Research Institute of the Finnish Economy.
    66. Ryota Nakatani, 2024. "Food companies' productivity dynamics: Exploring the role of intangible assets," Agribusiness, John Wiley & Sons, Ltd., vol. 40(1), pages 185-226, January.
    67. Bennedsen, Morten & Larsen, Birthe & Schmutte, Ian M. & Scur, Daniela, 2023. "The effect of preserving job matches during a crisis," Labour Economics, Elsevier, vol. 84(C).
    68. Philippe Aghion & Nicholas Bloom & Brian Lucking & Raffaella Sadun & John Van Reenen, 2017. "Turbulence, Firm Decentralization and Growth in Bad Times," NBER Working Papers 23354, National Bureau of Economic Research, Inc.
    69. John T. Addison & Paulino Teixeira, 2024. "Worker commitment and establishment performance in Europe," Manchester School, University of Manchester, vol. 92(1), pages 40-66, January.
    70. Jesse Groenewegen & Sjoerd Hardeman & Erik Stam, 2023. "Organizational adaptiveness during COVID-19: The role of absorptive capacity and management practices," Working Papers 2301, Utrecht School of Economics.
    71. Sivropoulos-Valero, Anna Valero, 2021. "Education and management practices," LSE Research Online Documents on Economics 114436, London School of Economics and Political Science, LSE Library.
    72. Nguyen Tuan Kiet & Ho Huu Phuong Chi & Trinh Cong Duc, 2022. "Management practices of firms: A study in the Vietnamese Mekong Delta," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(5), pages 1185-1208, July.
    73. Geylani, Pinar Celikkol & Park, Timothy A. & Restrepo, Brandon J., 2024. "The Role of Managerial and Organizational Practices in Explaining Productivity Differences: A Study of U.S. Food Manufacturing Firms," 2024 Annual Meeting, July 28-30, New Orleans, LA 343704, Agricultural and Applied Economics Association.
    74. Hidemichi Fujii & Satoshi Washio & Akihiko Shinozaki, 2023. "Impact of business management and data utilization on process innovation in the Japanese wholesale industry," SN Business & Economics, Springer, vol. 3(9), pages 1-21, September.
    75. Chen, Yunsi & Hu, Dezhuang, 2023. "Why are exporters more gender-friendly? Evidence from China," Economic Modelling, Elsevier, vol. 118(C).
    76. Pierre Courtioux & Antoine Reberioux & François Métivier, 2021. "The private return of R&D tax credit," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-03182771, HAL.
    77. Anyfantaki, Sofia & Caloghirou, Yannis & Dellis, Konstantinos & Karadimitropoulou, Aikaterini & Petroulakis, Filippos, 2024. "The need for an industrial policy for long-term growth," LSE Research Online Documents on Economics 121983, London School of Economics and Political Science, LSE Library.
    78. Scur, Daniela & Schmutte, Ian & Cornwell, Christopher, 2019. "Building a productive workforce: the role of structured management," CEPR Discussion Papers 13908, C.E.P.R. Discussion Papers.
    79. Nathalie Greenan & Silvia Napolitano & Imad El Hamma, 2022. "Digital technologies, learning capacity of the organisation and innovation EU-wide empirical evidence from a combined dataset," Working Papers halshs-03941735, HAL.
    80. Berger, Marius & Gottschalk, Sandra, 2025. "Amplifying angels: Evidence from the INVEST program," Journal of Business Venturing, Elsevier, vol. 40(1).
    81. Exadaktylos, Dimitrios & Riccaboni, Massimo & Rungi, Armando, 2024. "Talents from abroad. Foreign managers and productivity in the United Kingdom," International Economics, Elsevier, vol. 177(C).
    82. Lien Vossaert & Frederik Anseel & Veroniek Collewaert & Nicolai J. Foss, 2022. "‘There’s Many a Slip “Twixt the Cup and the Lip”’: HR Management Practices and Firm Performance," Journal of Management Studies, Wiley Blackwell, vol. 59(3), pages 660-694, May.
    83. Delis, Manthos D. & Kazakis, Pantelis & Zopounidis, Constantin, 2023. "Management and takeover decisions," European Journal of Operational Research, Elsevier, vol. 304(3), pages 1256-1268.
    84. Christine Reidhead, 2021. "A critical analysis of resetting decision making in any organization," Technium Social Sciences Journal, Technium Science, vol. 17(1), pages 334-342, March.
    85. Imani, Yusuke & Ohyama, Atsushi, 2022. "The Roles of Structured Management in the Formation of Transactional Relationships," TDB-CAREE Discussion Paper Series E-2021-07, Teikoku Databank Center for Advanced Empirical Research on Enterprise and Economy, Graduate School of Economics, Hitotsubashi University.
    86. Delis, Manthos D. & Iosifidi, Maria & Tsionas, Mike, 2020. "Management estimation in banking," European Journal of Operational Research, Elsevier, vol. 284(1), pages 355-372.
    87. Jin, Zhangfeng, 2021. "The Legacies of the Soviet Influence in the 1950s: China's 156 Major Industrial Projects," GLO Discussion Paper Series 932, Global Labor Organization (GLO).
    88. Martin Andersson & Davide Castellani & Claudio Fassio & Viroj Jienwatcharamongkhol, 2022. "Leaving the multinational: The likelihood and nature of employee mobility from MNEs," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 53(5), pages 936-949, July.
    89. Wim Naudé, 2019. "New Technology, Entrepreneurship and the Revival of Manufacturing in Africa: Opportunities for Youth and Women?," Working Papers idrcdpru4ir, University of Cape Town, Development Policy Research Unit.
    90. Adam Pilny & Felix Roesel, 2020. "Are Doctors Better Health Ministers?," American Journal of Health Economics, University of Chicago Press, vol. 6(4), pages 498-532.
    91. Massenz, Gabriella, 2023. "On the behavioral effects of tax policy," Other publications TiSEM eb44a9f7-b859-480d-b2e4-4, Tilburg University, School of Economics and Management.
    92. Alexandre Kohlhas & Vladimir Asriyan, 2025. "The Macroeconomics of Data: Scale, Product Choice, and Pricing in the Information Age," Economics Series Working Papers 1073, University of Oxford, Department of Economics.
    93. Mile Katic & Renu Agarwal, 2018. "The Flexibility Paradox: Achieving Ambidexterity in High-Variety, Low-Volume Manufacturing," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 19(1), pages 69-86, March.
    94. Tina Hinz & Jens Mohrenweiser, 2019. "Competition, Institutions and Company-sponsored Training," Economics of Education Working Paper Series 0162, University of Zurich, Department of Business Administration (IBW).
    95. Andersson, Fredrik W. & Jordahl, Henrik & Kärnä, Anders, 2021. "Ballooning Bureaucracy: Tracking the Growth of High-Skilled Administration within Swedish Higher Education," Working Paper Series 1399, Research Institute of Industrial Economics.
    96. Baridhi Malakar, 2024. "Essays on Responsible and Sustainable Finance," Papers 2406.12995, arXiv.org.
    97. Andrea Salas-Ortiz & Marjorie Opuni & Alejandra Rodríguez-Atristain & José Luis Figeroa & Jorge Eduardo Sánchez-Morales & Agatha Kapatuka Bula & Barbara Nyambura & Sergio Bautista-Arredondo, 2024. "Management practices in facilities providing HIV services to key populations in Kenya and Malawi: A descriptive analysis of management in community-based organizations," PLOS Global Public Health, Public Library of Science, vol. 4(3), pages 1-15, March.
    98. Dorgan, Stephen J. & Powell-Jackson, Timothy & Briggs, Andrew, 2024. "Measuring healthcare payor management practices in England," Social Science & Medicine, Elsevier, vol. 340(C).
    99. Guo, Yuchen Mo & Falck, Oliver & Langer, Christina & Lindlacher, Valentin & Wiederhold, Simon, 2024. "Training, Automation, and Wages: Worker-Level Evidence," VfS Annual Conference 2024 (Berlin): Upcoming Labor Market Challenges 302366, Verein für Socialpolitik / German Economic Association.
    100. David Jordan & Sweta Pramanick & John D. Turner, "undated". "Do Managers Matter? Management Practices in post-COVID Northern Ireland," Working Papers 042, The Productivity Institute.
    101. Filippo Belloc & Gabriel Burdin & Fabio Landini, 2020. "Corporate Hierarchies and Labor Institutions," Department of Economics University of Siena 827, Department of Economics, University of Siena.
    102. Grover,Arti Goswami & Pereira Lopez,Mariana De La Paz, 2023. "Do Shocks Perpetuate Disparities within and across Informal Firms ? Evidence from the COVID-19 Pandemic in South Asia," Policy Research Working Paper Series 10579, The World Bank.
    103. Marcus Biermann, 2022. "The role of management practices in acquisitions and the FDI location decision," Review of International Economics, Wiley Blackwell, vol. 30(1), pages 137-165, February.
    104. Guido Friebel & Matthias Heinz & Mitchell Hoffman & Nick Zubanov, 2023. "What Do Employee Referral Programs Do? Measuring the Direct and Overall Effects of a Management Practice," Journal of Political Economy, University of Chicago Press, vol. 131(3), pages 633-686.
    105. (Jianqiu) Bai, John & Mkrtchyan, Anahit, 2023. "What do outside CEOs really do? Evidence from plant-level data," Journal of Financial Economics, Elsevier, vol. 147(1), pages 27-48.
    106. Emannuel Dhyne & Joep Konings & Joep Konings & Stijn Vanormelingen,, 2018. "IT and productivity: A firm level analysis," Working Paper Research 346, National Bank of Belgium.
    107. Fang, Xubing & Liu, Maotao, 2024. "Regional judicial capacity and corporate total factor productivity: Evidence from the establishment of circuit courts," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 465-489.
    108. Sohail, Faisal, 2021. "From employee to entrepreneur: Learning, employer size, and spinout dynamics," Journal of Economic Dynamics and Control, Elsevier, vol. 133(C).
    109. Jin, Zhangfeng & Pan, Shiyuan, 2020. "Incentive Pay and Firm Productivity: Evidence from China," GLO Discussion Paper Series 479, Global Labor Organization (GLO).
    110. Groenewegen, Jesse & Hardeman, Sjoerd & Stam, Erik, 2021. "Does COVID-19 state aid reach the right firms? COVID-19 state aid, turnover expectations, uncertainty and management practices," Journal of Business Venturing Insights, Elsevier, vol. 16(C).
    111. David Ahlstrom & Amber Y. Chang & Jessie S. T. Cheung, 2019. "Encouraging Entrepreneurship and Economic Growth," JRFM, MDPI, vol. 12(4), pages 1-14, November.
    112. Feld, Lars P. & Schmidt, Christoph M. & Schnabel, Isabel & Truger, Achim & Wieland, Volker, 2019. "Den Strukturwandel meistern. Jahresgutachten 2019/20 [Dealing with Structural Change. Annual Report 2019/20]," Annual Economic Reports / Jahresgutachten, German Council of Economic Experts / Sachverständigenrat zur Begutachtung der gesamtwirtschaftlichen Entwicklung, volume 127, number 201920.
    113. Hazhir Rahmandad, 2019. "Interdependence, Complementarity, and Ruggedness of Performance Landscapes," Strategy Science, INFORMS, vol. 4(3), pages 234-249, September.
    114. Anderton, Robert & Jarvis, Valerie & Labhard, Vincent & Morgan, Julian & Petroulakis, Filippos & Vivian, Lara, 2020. "Virtually everywhere? Digitalisation and the euro area and EU economies," Occasional Paper Series 244, European Central Bank.
    115. Rahul R. Gupta, 2020. "Does Goliath Help David? Anchor Firms and Startup Clusters," Working Papers 20-17, Center for Economic Studies, U.S. Census Bureau.
    116. Kim, Taehyun & Lim, Yaeji, 2024. "Environmental spillovers and local agglomeration: Evidence from large plant openings," Journal of Behavioral and Experimental Finance, Elsevier, vol. 43(C).
    117. Berger, Marius & Gottschalk, Sandra, 2021. "Financing and advising early stage startups: The effect of angel investor subsidies," ZEW Discussion Papers 21-069, ZEW - Leibniz Centre for European Economic Research.
    118. Clara Graziano & Laura Rondi, 2021. "Product Market Competition, Executive Compensation, and CEO Family Ties," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 58(3), pages 357-397, May.
    119. Beccari, Gabriele & Pisicoli, Beniamino & Vocalelli, Giorgio, 2023. "Barbarians at the gate? FDI and target firms’ management quality," MPRA Paper 117242, University Library of Munich, Germany.
    120. Galina Besstremyannaya & Sergei Golovan, 2023. "Measuring heterogeneity in hospital productivity: a quantile regression approach," Journal of Productivity Analysis, Springer, vol. 59(1), pages 15-43, February.
    121. Grover,Arti Goswami & Maloney,William F. & O'Connell,Stephen A., 2024. "Which Firms Drive the Gains from Connectivity and Competition ? The Impact of India’s Golden Quadrilateral across the Firm Life Cycle," Policy Research Working Paper Series 10710, The World Bank.
    122. Bruehne, Alissa & Jacob, Martin & Schütt, Harm, 2025. "Technological changes and countries’ tax policy design: Evidence from anti-tax avoidance rules," Other publications TiSEM 748e1c3d-7b53-447d-9637-5, Tilburg University, School of Economics and Management.
    123. Sofia Anyfantaki & Yannis Caloghirou & Konstantinos Dellis & Aikaterini Karadimitropoulou & Filippos Petroulakis, 2024. "The 2013 Cypriot Banking Crisis and Blame Attribution: survey evidence from the first application of a bail-in in the Eurozone," GreeSE – Hellenic Observatory Papers on Greece and Southeast Europe 193, Hellenic Observatory, LSE.
    124. Pierre Lortie, 2019. "Nurturing Global Growth Companies: Time For A New Policy Toolkit," SPP Research Papers, The School of Public Policy, University of Calgary, vol. 12(27), September.
    125. Josh Siepel & Roberto Camerani & Monica Masucci, 2021. "Skills combinations and firm performance," Small Business Economics, Springer, vol. 56(4), pages 1425-1447, April.
    126. Berloffa, Gabriella & Piazzalunga, Daniela & Pieri, Fabio, 2024. "Firm Human Resource Practices and Educational Mismatch," IZA Discussion Papers 17424, Institute of Labor Economics (IZA).
    127. Jacopo Ponticelli & Qiping Xu & Stefan Zeume, 2023. "Temperature and Local Industry Concentration," Working Papers 23-51, Center for Economic Studies, U.S. Census Bureau.

  16. Seth G. Benzell & Erik Brynjolfsson, 2019. "Digital Abundance and Scarce Genius: Implications for Wages, Interest Rates, and Growth," NBER Working Papers 25585, National Bureau of Economic Research, Inc.

    Cited by:

    1. Andrea L. Eisfeldt & Antonio Falato & Mindy Z. Xiaolan, 2023. "Human Capitalists," NBER Macroeconomics Annual, University of Chicago Press, vol. 37(1), pages 1-61.
    2. Jakub Growiec, 2020. "Automation, Partial and Full," KAE Working Papers 2020-048, Warsaw School of Economics, Collegium of Economic Analysis.
    3. Qiang Wu, 2025. "How Does AI Affect the Pay Gap Within Firms: Mechanism Analysis Based on Personnel Structure and Corporate Investment," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 46(2), pages 717-733, March.
    4. Timothy DeStefano & Richard Kneller & Jonathan Timmis, 2020. "ICT and capital biased technical change," Discussion Papers 2020-03, University of Nottingham, GEP.
    5. Gala, Kaushik & Schwab, Andreas & Mueller, Brandon A., 2024. "Star entrepreneurs on digital platforms: Heavy-tailed performance distributions and their generative mechanisms," Journal of Business Venturing, Elsevier, vol. 39(1).
    6. Pi, Jiancai & Fan, Yanwei, 2021. "The impact of robots on equilibrium unemployment of unionized workers," International Review of Economics & Finance, Elsevier, vol. 71(C), pages 663-675.
    7. Jakub Growiec, 2020. "What Will Drive Long-Run Growth in the Digital Age?," KAE Working Papers 2020-054, Warsaw School of Economics, Collegium of Economic Analysis.
    8. Jakub Growiec & Julia Jabłońska & Aleksandra Parteka, 2023. "Hardware and Software over the Course of Long-Run Growth: Theory and Evidence," KAE Working Papers 2023-091, Warsaw School of Economics, Collegium of Economic Analysis.
    9. Hanna Halaburda & Jeffrey Prince & D. Daniel Sokol & Feng Zhu, 2024. "The business revolution: Economy‐wide impacts of artificial intelligence and digital platforms," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 33(2), pages 269-275, March.
    10. Victor Manuel Bennett, 2020. "Changes in persistence of performance over time," Strategic Management Journal, Wiley Blackwell, vol. 41(10), pages 1745-1769, October.
    11. Ying Qiu & Nianci He & Chenjing Yan & Qiao Rao, 2023. "Whether the digital divide widens the income gap between China’s regions?," PLOS ONE, Public Library of Science, vol. 18(2), pages 1-20, February.
    12. Yusuke Oh & Koji Takahashi, 2020. "R&D and Innovation: Evidence from Patent Data," Bank of Japan Working Paper Series 20-E-7, Bank of Japan.
    13. Edward P. Lazear, 2019. "Productivity and Wages: Common Factors and Idiosyncrasies Across Countries and Industries," NBER Working Papers 26428, National Bureau of Economic Research, Inc.

  17. Erik Brynjolfsson & Felix Eggers & Avinash Gannamaneni, 2018. "Using Massive Online Choice Experiments to Measure Changes in Well-being," NBER Working Papers 24514, National Bureau of Economic Research, Inc.

    Cited by:

    1. Buckell, John & White, Justin S. & Shang, Ce, 2020. "Can incentive-compatibility reduce hypothetical bias in smokers’ experimental choice behavior? A randomized discrete choice experiment," Journal of choice modelling, Elsevier, vol. 37(C).
    2. Hofstetter, Reto & Miller, Klaus M. & Krohmer, Harley & Zhang, Z. John, 2021. "A de-biased direct question approach to measuring consumers' willingness to pay," International Journal of Research in Marketing, Elsevier, vol. 38(1), pages 70-84.
    3. Beatriz Kira & Vikram Sinha & Sharmadha Srinivasan, 2021. "Regulating digital ecosystems: bridging the gap between competition policy and data protection [Merger policy in digital markets: an ex post assessment]," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 30(5), pages 1337-1360.
    4. Otilia MANTA, 2018. "Trends In The Concept Of The Financial Market In The Current Context Of Globalization," Contemporary Economy Journal, Constantin Brancoveanu University, vol. 3(4), pages 114-124.
    5. Maxime C. Cohen & Adam N. Elmachtoub & Xiao Lei, 2022. "Price Discrimination with Fairness Constraints," Management Science, INFORMS, vol. 68(12), pages 8536-8552, December.
    6. Sobolewski, Maciej, 2021. "Measuring consumer well-being from using free-of-charge digital services. The case of navigation apps," Information Economics and Policy, Elsevier, vol. 56(C).
    7. Haghani, Milad & Bliemer, Michiel C.J. & Rose, John M. & Oppewal, Harmen & Lancsar, Emily, 2021. "Hypothetical bias in stated choice experiments: Part I. Macro-scale analysis of literature and integrative synthesis of empirical evidence from applied economics, experimental psychology and neuroimag," Journal of choice modelling, Elsevier, vol. 41(C).
    8. Bodo Herzog, 2018. "Valuation of Digital Platforms: Experimental Evidence for Google and Facebook," IJFS, MDPI, vol. 6(4), pages 1-13, October.
    9. Diane Coyle & Leonard Nakamura, 2019. "Towards a Framework for Time Use, Welfare and Household-centric Economic Measurement," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2019-01, Economic Statistics Centre of Excellence (ESCoE).
    10. Erik Brynjolfsson & Seon Tae Kim & Joo Hee Oh, 2024. "The Attention Economy: Measuring the Value of Free Goods on the Internet," Information Systems Research, INFORMS, vol. 35(3), pages 978-991, September.
    11. Benjamin F. Jones & Lawrence H. Summers, 2020. "A Calculation of the Social Returns to Innovation," NBER Working Papers 27863, National Bureau of Economic Research, Inc.
    12. Leonard Nakamura & Jon Samuels & Rachel Soloveichik, 2017. "Measuring the “Free” Digital Economy within the GDP and Productivity Accounts," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2017-03, Economic Statistics Centre of Excellence (ESCoE).
    13. Jialu Liu & Siqi Pei & Xiaoquan (Michael) Zhang, 2024. "Online Food Delivery Platforms and Female Labor Force Participation," Information Systems Research, INFORMS, vol. 35(3), pages 1074-1091, September.
    14. Shane Greenstein, 2020. "Digital Infrastructure," NBER Chapters, in: Economic Analysis and Infrastructure Investment, pages 409-447, National Bureau of Economic Research, Inc.
    15. Ruoxuan Xiong & Susan Athey & Mohsen Bayati & Guido Imbens, 2019. "Optimal Experimental Design for Staggered Rollouts," Papers 1911.03764, arXiv.org, revised Sep 2023.
    16. Diewert, Erwin & Fox, Kevin J., 2019. "Productivity Indexes and National Statistics: Theory, Methods and Challenges," Microeconomics.ca working papers erwin_diewert-2019-8, Vancouver School of Economics, revised 25 Apr 2019.
    17. Goldin, Ian & Koutroumpis, Pantelis & Lafond, François & Winkler, Julian, 2020. "Why is productivity slowing down?," MPRA Paper 99172, University Library of Munich, Germany.
    18. Jamison, Mark A. & Wang, Peter, 2021. "Valuation of digital goods during the coronavirus outbreak in the United States," Telecommunications Policy, Elsevier, vol. 45(5).
    19. Bradley Shapiro & Günter J. Hitsch & Anna Tuchman, 2020. "Generalizable and Robust TV Advertising Effects," Working Papers 2020-111, Becker Friedman Institute for Research In Economics.
    20. Missaka Warusawitharana & Francesca Zucchi, 2022. "The Monetization of Innovation," Finance and Economics Discussion Series 2022-084, Board of Governors of the Federal Reserve System (U.S.).
    21. Fred Gault, 2019. "User Innovation in the Digital Economy," Foresight and STI Governance (Foresight-Russia till No. 3/2015), National Research University Higher School of Economics, vol. 13(3), pages 6-12.
    22. Fouquet, Roger & O’Garra, Tanya, 2022. "In pursuit of progressive and effective climate policies: comparing an air travel carbon tax and a frequent flyer levy," LSE Research Online Documents on Economics 116689, London School of Economics and Political Science, LSE Library.
    23. Charles R. Hulten & Leonard I. Nakamura, 2020. "Expanded GDP for Welfare Measurement in the 21st Century," Working Papers 20-10, Federal Reserve Bank of Philadelphia.
    24. Patrick Lloyd‐Smith, 2021. "The economic benefits of recreation in Canada," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 54(4), pages 1684-1715, November.
    25. Martin Spann & Bernd Skiera, 2020. "Dynamische Preisgestaltung in der digitalisierten Welt [Dynamic Pricing in a Digitized World]," Schmalenbach Journal of Business Research, Springer, vol. 72(3), pages 321-342, September.
    26. Jerome H. Powell, 2019. "Data-Dependent Monetary Policy in an Evolving Economy : A speech at \"Trucks and Terabytes: Integrating the 'Old' and 'New' Economies\" 61st Annual Meeting of the National Association for Bu," Speech 1093, Board of Governors of the Federal Reserve System (U.S.).
    27. Duc, Dang Thi Viet & Dat, Tran Tho & Linh, Dang Huyen & Phong, Bui Xuan, 2024. "Measuring the digital economy in Vietnam," Telecommunications Policy, Elsevier, vol. 48(3).
    28. Leonard I. Nakamura, 2020. "Evidence of Accelerating Mismeasurement of Growth and Inflation in the U.S. in the 21st Century," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2020-15, Economic Statistics Centre of Excellence (ESCoE).
    29. Diewert, Erwin & FOX, Kevin J. Fox & SCHREYER, Paul, 2017. "The Digital Economy, New Products and Consumer Welfare," Microeconomics.ca working papers erwin_diewert-2017-12, Vancouver School of Economics, revised 14 Dec 2017.
    30. Bradley Shapiro & Günter J. Hitsch & Anna Tuchman, 2020. "Generalizable and Robust TV Advertising Effects," NBER Working Papers 27684, National Bureau of Economic Research, Inc.
    31. Diewert, Erwin & Fox, Kevin J. & Schreyer, Paul, 2019. "Experimental Economics and the New Commodities Problem," Microeconomics.ca working papers erwin_diewert-2019-4, Vancouver School of Economics, revised 13 Mar 2019.
    32. Abhishek Nagaraj & Scott Stern, 2020. "The Economics of Maps," Journal of Economic Perspectives, American Economic Association, vol. 34(1), pages 196-221, Winter.
    33. de Pedraza, Pablo & Vollbracht, Ian, 2020. "The Semicircular Flow of the Data Economy and the Data Sharing Laffer curve," GLO Discussion Paper Series 515, Global Labor Organization (GLO).
    34. Roberto Mosquera & Mofioluwasademi Odunowo & Trent McNamara & Xiongfei Guo & Ragan Petrie, 2020. "The economic effects of Facebook," Experimental Economics, Springer;Economic Science Association, vol. 23(2), pages 575-602, June.
    35. Georgios Petropoulos & Bertin Martens & Marshall Van Alstyne & Geoffrey Parker, 2021. "Towards efficient information sharing in network markets," Bruegel Working Papers 45784, Bruegel.
    36. Andrew Aitken, 2019. "Measuring Welfare Beyond GDP," National Institute Economic Review, National Institute of Economic and Social Research, vol. 249(1), pages 3-16, August.
    37. Bart Los & Marcel P. Timmer, 2019. "Measuring Bilateral Exports of Value Added: A Unified Framework," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2019-03, Economic Statistics Centre of Excellence (ESCoE).
    38. Brynjolfsson, Erik & Collis, Avinash & Diewert, W. Erwin & Eggers, Felix & Fox, Kevin J., 2020. "Measuring the Impact of Free Goods on Real Household Consumption," SocArXiv gnd4c, Center for Open Science.
    39. Lee, Hanbin & Goldstein, Robin & Sumner, Daniel A., 2020. "Demand for Food Attributes: Evidence from a Large Sample of Carrot Buyers," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304479, Agricultural and Applied Economics Association.
    40. Massimo Florio & Francesco Giffoni, 2020. "A contingent valuation experiment about future particle accelerators at CERN," PLOS ONE, Public Library of Science, vol. 15(3), pages 1-24, March.
    41. Unterberger, Christian & Olschewski, Roland, 2021. "Determining the insurance value of ecosystems: A discrete choice study on natural hazard protection by forests," Ecological Economics, Elsevier, vol. 180(C).
    42. Erik Brynjolfsson & Avinash Collis & W. Erwin Diewert & Felix Eggers & Kevin J. Fox, 2019. "GDP-B: Accounting for the Value of New and Free Goods in the Digital Economy," NBER Working Papers 25695, National Bureau of Economic Research, Inc.
    43. Beke, Frank T. & Eggers, Felix & Verhoef, Peter C. & Wieringa, Jaap E., 2022. "Consumers’ privacy calculus: The PRICAL index development and validation," International Journal of Research in Marketing, Elsevier, vol. 39(1), pages 20-41.
    44. Diane Coyle & Leonard Nakamura, 2022. "Time Use, Productivity, and Household-centric Measurement of Welfare in the Digital Economy," International Productivity Monitor, Centre for the Study of Living Standards, vol. 42, pages 165-186, Spring.
    45. Peukert, Christian, 2024. "Copyright levies and cloud storage: Ex-ante policy evaluation with a field experiment," Research Policy, Elsevier, vol. 53(2).
    46. Alejandra Bellatin & Stephanie Houle, 2021. "Overlooking the online world: Does mismeasurement of the digital economy explain the productivity slowdown?," Staff Analytical Notes 2021-10, Bank of Canada.
    47. Kim, Yongwon & Kim, Yongkyu, 2020. "The Value of Wi-Fi as Entertainment: An Application to Free Wi-Fi in City Buses of Korea," ITS Conference, Online Event 2020 224863, International Telecommunications Society (ITS).
    48. Erik Brynjolfsson & John J. Horton & Adam Ozimek & Daniel Rock & Garima Sharma & Hong-Yi TuYe, 2020. "COVID-19 and Remote Work: An Early Look at US Data," NBER Working Papers 27344, National Bureau of Economic Research, Inc.
    49. Zoran Aralica & Bruno Skrinjaric, 2021. "Adoption of digital and ICT technologies and firms’ productivity," Working Papers 2102, The Institute of Economics, Zagreb.
    50. Hunt Allcott & Luca Braghieri & Sarah Eichmeyer & Matthew Gentzkow, 2020. "The Welfare Effects of Social Media," American Economic Review, American Economic Association, vol. 110(3), pages 629-676, March.
    51. Eric J. Bartelsman, 2019. "From New Technology to Productivity," European Economy - Discussion Papers 113, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    52. Konya-Baumbach, Elisa & Schuhmacher, Monika C. & Kuester, Sabine & Kuharev, Victoria, 2019. "Making a first impression as a start-up: Strategies to overcome low initial trust perceptions in digital innovation adoption," International Journal of Research in Marketing, Elsevier, vol. 36(3), pages 385-399.
    53. Randriamaro, Mary Tiana & Cook, Joseph, 2022. "The value of time, with and without a smartphone," Journal of Economic Behavior & Organization, Elsevier, vol. 200(C), pages 138-146.
    54. Shekhar, Shiva, 2020. "Zero Pricing Platform Competition," MPRA Paper 99364, University Library of Munich, Germany.
    55. Haixia Wu & Yan Ge, 2019. "Excessive Application of Fertilizer, Agricultural Non-Point Source Pollution, and Farmers’ Policy Choice," Sustainability, MDPI, vol. 11(4), pages 1-17, February.
    56. Josh Martin & Rebecca Riley, 2025. "Productivity measurement: Reassessing the production function from micro to macro," Journal of Economic Surveys, Wiley Blackwell, vol. 39(1), pages 246-279, February.
    57. Carol Corrado & Jonathan Haskel & Massimiliano Iommi & Cecilia Jona-Lasinio & Filippo Bontadini, 2024. "Data, Intangible Capital, and Productivity," NBER Chapters, in: Technology, Productivity, and Economic Growth, National Bureau of Economic Research, Inc.
    58. Jeremy Watson & Megan MacGarvie & John McKeon, 2023. "It Was 50 Years Ago Today: Recording Copyright Term and the Supply of Music," Management Science, INFORMS, vol. 69(1), pages 351-376, January.
    59. Milad Haghani & Michiel C. J. Bliemer & John M. Rose & Harmen Oppewal & Emily Lancsar, 2021. "Hypothetical bias in stated choice experiments: Part I. Integrative synthesis of empirical evidence and conceptualisation of external validity," Papers 2102.02940, arXiv.org.
    60. David M. Byrne & Carol Corrado, 2019. "Accounting for Innovations in Consumer Digital Services: IT still matters," Finance and Economics Discussion Series 2019-049, Board of Governors of the Federal Reserve System (U.S.).
    61. Guy Aridor, 2022. "Measuring Substitution Patterns in the Attention Economy: An Experimental Approach," CESifo Working Paper Series 10190, CESifo.
    62. Rajat Kathuria & Mansi Kedia & Kaushambi Bagchi, 2012. "India’s Platform Economy and Emerging Regulatory Challenges," Indian Council for Research on International Economic Relations (ICRIER) Working Paper 407, Indian Council for Research on International Economic Relations (ICRIER), New Delhi, India.
    63. Avinash Collis & Alex Moehring & Ananya Sen, 2020. "Economic Value of Data: Quantification Using Online Experiments," Working Papers 20-13, NET Institute.
    64. Daniel Sichel & Eric von Hippel, 2019. "Household Innovation, R&D, and New Measures of Intangible Capital," NBER Working Papers 25599, National Bureau of Economic Research, Inc.
    65. Daniel Sichel & Eric von Hippel, 2021. "Household Innovation and R&D: Bigger than You Think," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 67(3), pages 639-658, September.
    66. Rachel Soloveichik, 2019. "Accounting for Improved Brick and Mortar Shopping Experiences," BEA Working Papers 0165, Bureau of Economic Analysis.

  18. Erik Brynjolfsson & Xiang Hui & Meng Liu, 2018. "Does Machine Translation Affect International Trade? Evidence from a Large Digital Platform," NBER Working Papers 24917, National Bureau of Economic Research, Inc.

    Cited by:

    1. Rafael Andersson Lipcsey, 2023. "The Transformative Effects of AI on International Economics," Papers 2312.06679, arXiv.org.
    2. Lingli Wang & Ni Huang & Yili Hong & Luning Liu & Xunhua Guo & Guoqing Chen, 2023. "Voice‐based AI in call center customer service: A natural field experiment," Production and Operations Management, Production and Operations Management Society, vol. 32(4), pages 1002-1018, April.
    3. Mucha, Tomasz & Seppälä, Timo, 2020. "Artificial Intelligence Platforms – A New Research Agenda for Digital Platform Economy," ETLA Working Papers 76, The Research Institute of the Finnish Economy.
    4. Dylan Bourny & Daniel Mirza & Camelia Turcu, 2023. "The culture-promotion effect of multinationals on trade: the IKEA case," Journal of Economic Geography, Oxford University Press, vol. 23(4), pages 771-800.
    5. Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Kroff & Emin Dinlersoz & Lucia S. Foster & Nikolas Zolas, 2023. "AI Adoption in America: Who, What, and Where," NBER Working Papers 31788, National Bureau of Economic Research, Inc.
    6. Mudiarasan Kuppusamy & Lakshmi Chaitanya Datti, 2022. "A Trend Analysis On Digital Transformation Resilience Capability: The Case Of Malaysia," Information Management and Computer Science (IMCS), Zibeline International Publishing, vol. 6(1), pages 01-04, December.
    7. Antrà s, Pol, 2019. "Conceptual Aspects of Global Value Chains," CEPR Discussion Papers 14191, C.E.P.R. Discussion Papers.
    8. Lam, Chungsang Tom & Liu, Meng & Hui, Xiang, 2021. "The geography of ridesharing: A case study on New York City," Information Economics and Policy, Elsevier, vol. 57(C).
    9. Erdem Dogukan Yilmaz & Christian Peukert, 2024. "Who Benefits from AI? Project-Level Evidence on Labor Demand, Operations and Profitability," CESifo Working Paper Series 11321, CESifo.
    10. Pang, Suqin & Li, Zhaohua & Wang, Yong, 2024. "Digital technology and domestic value-added ratio in export: Evidence from China's pilot zones for integrating informatization and industrialization," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 424-439.
    11. Li, Weiqing, 2025. "The impact of robot adoption on quality of export products: Evidence from Chinese industrial enterprises," Journal of Asian Economics, Elsevier, vol. 97(C).
    12. Wang, Mengying & Ren, Siyu & Xie, Guo, 2024. "Going “green trade”: Assessing the impact of digital technology application on green product export," Technology in Society, Elsevier, vol. 77(C).
    13. Pol Antràs, 2020. "De-Globalisation? Global Value Chains in the Post-COVID-19 Age," NBER Working Papers 28115, National Bureau of Economic Research, Inc.
    14. Rick Hardcopf & Suvrat Dhanorkar, 2024. "How environmental accidents influence consumer “green” behavior: An econometric analysis," Business Strategy and the Environment, Wiley Blackwell, vol. 33(8), pages 8851-8867, December.
    15. Lilia Patrignani, 2024. "Understanding digital trade," Questioni di Economia e Finanza (Occasional Papers) 841, Bank of Italy, Economic Research and International Relations Area.
    16. Bogusława Drelich-Skulska & Sebastian Bobowski & Jan Gola, 2021. "Global Value Chains in the Era of the COVID-19 Pandemic: Symptoms of Deglobalization," European Research Studies Journal, European Research Studies Journal, vol. 0(Special 2), pages 905-913.
    17. Fensore, Irene & Legge, Stefan & Schmid, Lukas, 2022. "Ancestry and international trade," Journal of Comparative Economics, Elsevier, vol. 50(1), pages 33-51.
    18. Omar Martin Fieles‐Ahmad & Matthias Huber, 2022. "Learn German, Buy German? Language‐learning opportunities abroad and exports," The World Economy, Wiley Blackwell, vol. 45(10), pages 3031-3058, October.
    19. Cote, Christine & Estrin, Saul & Meyer, Klaus E. & Shapiro, Daniel, 2020. "Covid-19 and the dynamics of distance in international business," LSE Research Online Documents on Economics 107938, London School of Economics and Political Science, LSE Library.
    20. Cesar A. Hidalgo, 2022. "The Policy Implications of Economic Complexity," Papers in Evolutionary Economic Geography (PEEG) 2230, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Nov 2022.
    21. Fabian Gaessler & Henning Piezunka, 2023. "Training with AI: Evidence from chess computers," Strategic Management Journal, Wiley Blackwell, vol. 44(11), pages 2724-2750, November.
    22. Carballo, Jerónimo & Rodríguez Chatruc, Marisol & Salas Santa, Catalina & Volpe Martincus, Christian, 2020. "Online Business Platforms and International Trade," IDB Publications (Working Papers) 10430, Inter-American Development Bank.
    23. Julia Schmidt & Walter Steingress, 2019. "No Double Standards: Quantifying the Impact of Standard Harmonization on Trade," Staff Working Papers 19-36, Bank of Canada.
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    26. Emily Jones, 2023. "Digital disruption: artificial intelligence and international trade policy," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 39(1), pages 70-84.
    27. Feiyu Liu & Shiyue Yang & Yacheng Zhou & Weidong Huo & Ling Zhu, 2025. "Does Digital Financial Inclusion Have an Impact on High-Quality Development of Trade? Evidence from China," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(1), pages 788-816, March.
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    29. Chu Ping Lo, 2024. "Digitalization, AI Intensity, and International Trade," Annals of Economics and Finance, Society for AEF, vol. 25(1), pages 251-273, May.
    30. Ajay Agrawal & Joshua S. Gans & Avi Goldfarb, 2019. "Artificial Intelligence: The Ambiguous Labor Market Impact of Automating Prediction," NBER Working Papers 25619, National Bureau of Economic Research, Inc.
    31. Chunying Cui & Ziwei Yan, 2023. "Does the Digital Economy Promote Domestic Non-Tradable Sectors?: Evidence from China," Sustainability, MDPI, vol. 15(3), pages 1-23, February.
    32. Sahar Araghi & Alfons Palangkaraya & Elizabeth Webster, 2024. "The impact of language translation quality on commerce: The example of patents," Journal of International Business Policy, Palgrave Macmillan, vol. 7(2), pages 224-246, June.
    33. Yue Guan & Yong Tan & Qiang Wei & Guoqing Chen, 2023. "When Images Backfire: The Effect of Customer-Generated Images on Product Rating Dynamics," Information Systems Research, INFORMS, vol. 34(4), pages 1641-1663, December.
    34. Cao, Yuanyuan & Chen, Shaojian & Tang, Heyan, 2025. "Robot adoption and firm export: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 210(C).
    35. Nishant Chadha & Viswanath Pingali & Daniel Sokol, 2023. "Small Businesses and Digital Platforms," IIMA Working Papers WP 2023-09-01, Indian Institute of Management Ahmedabad, Research and Publication Department.
    36. Hanna C. Norberg, 2019. "Unblocking the Bottlenecks and Making the Global Supply Chain Transparent: How Blockchain Technology Can Update Global Trade," SPP Research Papers, The School of Public Policy, University of Calgary, vol. 12(9), March.
    37. C'esar A. Hidalgo, 2022. "The Policy Implications of Economic Complexity," Papers 2205.02164, arXiv.org, revised Aug 2023.
    38. Joshua P. Meltzer, 2024. "The Impact of Foundational AI on International Trade, Services and Supply Chains in Asia," Asian Economic Policy Review, Japan Center for Economic Research, vol. 19(1), pages 129-147, January.
    39. Erkip, Nesim Kohen, 2023. "Can accessing much data reshape the theory? Inventory theory under the challenge of data-driven systems," European Journal of Operational Research, Elsevier, vol. 308(3), pages 949-959.
    40. Zoran Aralica & Bruno Skrinjaric, 2021. "Adoption of digital and ICT technologies and firms’ productivity," Working Papers 2102, The Institute of Economics, Zagreb.
    41. Yingda Lu & Anjana Susarla & Kiron Ravindran & Deepa Mani, 2024. "Machine learning approaches to understand IT outsourcing portfolios," Electronic Commerce Research, Springer, vol. 24(4), pages 2547-2577, December.
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    43. Erick Kitenge & Sajal Lahiri, 2022. "Is the Internet bringing down language‐based barriers to international trade?," Review of International Economics, Wiley Blackwell, vol. 30(2), pages 566-605, May.
    44. Wang, Zhe & Jiang, Dianchun & Zhang, Ming, 2024. "Seeking new location advantages: Analysis of emerging digital cross-border M&As—Based on TIMG index," International Business Review, Elsevier, vol. 33(2).
    45. Omar Martin Fieles-Ahmad & Matthias Huber, 2021. "Learn German, Buy German? Language-learning opportunities abroad and exports," Jena Economics Research Papers 2021-008, Friedrich-Schiller-University Jena.
    46. Zhang, Hongyuan & Ding, Yibing & Niu, Jing & Jung, Samuel, 2024. "How artificial intelligence affects international industrial transfer — Evidence from industrial robot application," Journal of Asian Economics, Elsevier, vol. 95(C).
    47. Gaspar, José-Miguel & Wang, Sumingyue & Xu, Liang, 2024. "Digitalization and the performance of non-technological firms: Evidence from the COVID-19 and natural disaster shocks," Journal of Corporate Finance, Elsevier, vol. 89(C).
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    50. Kim, Kyunam & Chung, Hyuk, 2024. "Impact of heterogenous capabilities on export performance amid the digital transformation," Journal of Asian Economics, Elsevier, vol. 95(C).
    51. Guo, Xue & Cheng, Aaron & Pavlou, Paul A., 2024. "Skill-biased technical change, again? Online gig platforms and local employment," LSE Research Online Documents on Economics 124538, London School of Economics and Political Science, LSE Library.
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    53. Siliang Tong & Nan Jia & Xueming Luo & Zheng Fang, 2021. "The Janus face of artificial intelligence feedback: Deployment versus disclosure effects on employee performance," Strategic Management Journal, Wiley Blackwell, vol. 42(9), pages 1600-1631, September.
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    58. Kong, Nan & Wang, Bingjie & Zhang, Yan & Zhou, Nianli, 2024. "How does digital technology affect export in services?," Journal of Asian Economics, Elsevier, vol. 95(C).
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  19. Meng Liu & Erik Brynjolfsson & Jason Dowlatabadi, 2018. "Do Digital Platforms Reduce Moral Hazard? The Case of Uber and Taxis," NBER Working Papers 25015, National Bureau of Economic Research, Inc.

    Cited by:

    1. Johnny Tang, 2020. "Individual Heterogeneity and Cultural Attitudes in Credence Goods Provision," Papers 2010.08386, arXiv.org.
    2. Jayita Chakraborty & Debapratim Pandit & Jianhong Xia & Felix Chan, 2024. "Modeling the decision of ridesourcing drivers to park and wait at trip ends: a comparison between Perth, Australia and Kolkata, India," Transportation, Springer, vol. 51(3), pages 1089-1124, June.
    3. Yoshifumi Konishi & Akari Ono, 2024. "Is Ride-sharing Good for Environment?," Keio-IES Discussion Paper Series 2024-014, Institute for Economics Studies, Keio University.
    4. Lam, Chungsang Tom & Liu, Meng & Hui, Xiang, 2021. "The geography of ridesharing: A case study on New York City," Information Economics and Policy, Elsevier, vol. 57(C).
    5. Yingjie Zhang & Beibei Li & Sean Qian, 2023. "Ridesharing and Digital Resilience for Urban Anomalies: Evidence from the New York City Taxi Market," Information Systems Research, INFORMS, vol. 34(4), pages 1775-1790, December.
    6. John J. Horton & Richard J. Zeckhauser, 2016. "Owning, Using and Renting: Some Simple Economics of the "Sharing Economy"," NBER Working Papers 22029, National Bureau of Economic Research, Inc.
    7. L. A. Esposito & A. Melcarne & Giovanni Battista Ramello & R. Zanola, 2025. "Supply-induced demand: insights from tax litigation," European Journal of Law and Economics, Springer, vol. 59(2), pages 257-276, April.
    8. Tian, Chao & Tu, Kai & Sui, Haiqing & Sun, Qi, 2024. "Value co-creation in shared mobility: The case of carpooling in China," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
    9. Erik Brynjolfsson & Xiang Hui & Meng Liu, 2018. "Does Machine Translation Affect International Trade? Evidence from a Large Digital Platform," NBER Working Papers 24917, National Bureau of Economic Research, Inc.
    10. Liang, Bingqian & Wang, Yixin & Huo, Weiwei & Song, Mengli & Shi, Yi, 2025. "Algorithmic control as a double-edged sword: Its relationship with service performance and work well-being," Journal of Business Research, Elsevier, vol. 189(C).
    11. Guo, Panting & Bi, Jiefeng & Zhu, Mengnan, 2025. "Enterprise digital transformation and investment efficiency: Empirical evidence from listed enterprises in China," Journal of Asian Economics, Elsevier, vol. 97(C).
    12. Quanpeng Chen & Xiaogang Chen, 2023. "Blockchain-Enabled Supply Chain Internal and External Finance Model," Sustainability, MDPI, vol. 15(15), pages 1-33, July.
    13. Derrick Choe & Alexander Oettl & Robert Seamans, 2020. "What’s Driving Entrepreneurship and Innovation in the Transport Sector?," NBER Working Papers 27284, National Bureau of Economic Research, Inc.
    14. Wen Diao & Baojun Jiang & Lin Tian, 2023. "Competition between P2P ride‐sharing platforms and traditional taxis," Production and Operations Management, Production and Operations Management Society, vol. 32(12), pages 3801-3815, December.
    15. Wang, Hai & Yang, Hai, 2019. "Ridesourcing systems: A framework and review," Transportation Research Part B: Methodological, Elsevier, vol. 129(C), pages 122-155.
    16. Huang, Robert & Kahn, Matthew E., 2024. "An economic analysis of United States public transit carbon emissions dynamics," Regional Science and Urban Economics, Elsevier, vol. 107(C).
    17. Xue, Yi & Zhang, Xinzhi, 2024. "Digital transformation and corporate capital structure: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 84(C).
    18. Cigdem Gedikli & Robert Hill & Oleksandr Talavera & Okan Yilmaz, 2025. "Online Real Estate Agencies and their Impact on the Housing Market," Discussion Papers 25-01, Department of Economics, University of Birmingham.
    19. Iman Ahmadi, 2023. "Face/Off: The adverse effects of increased competition," Quantitative Marketing and Economics (QME), Springer, vol. 21(2), pages 183-279, June.
    20. Millar, Melanie I. & Shohfi, Thomas D. & Snow, Mason C. & White, Roger M., 2024. "Do green business practices license self-dealing or prime prosociality? Cross-domain evidence from environmental concern triggers," Accounting, Organizations and Society, Elsevier, vol. 113(C).
    21. Lee, Chien-Chiang & Wang, Chih-Wei & Purnama, Muhammad Yusuf Indra & Sharma, Susan Sunila, 2024. "Digitalization and firms' debt maturity: Do financial constraints and uncertainty matter?," Pacific-Basin Finance Journal, Elsevier, vol. 85(C).
    22. Leo Sleuwaegen & Peter M. Smith, 2022. "Who purchases cross-border? Individual and country level determinants of the decision to purchase cross-border in the European Single Market," Electronic Commerce Research, Springer, vol. 22(3), pages 749-785, September.
    23. Yanhui Wu & Feng Zhu, 2022. "Competition, Contracts, and Creativity: Evidence from Novel Writing in a Platform Market," Management Science, INFORMS, vol. 68(12), pages 8613-8634, December.
    24. Yingda Lu & Youwei Wang & Yuxin Chen & Yun Xiong, 2023. "The role of data‐based intelligence and experience on time efficiency of taxi drivers: An empirical investigation using large‐scale sensor data," Production and Operations Management, Production and Operations Management Society, vol. 32(11), pages 3665-3682, November.
    25. Gianluigi Giustiziero, 2021. "Is the division of labor limited by the extent of the market? Opportunity cost theory with evidence from the real estate brokerage industry," Strategic Management Journal, Wiley Blackwell, vol. 42(7), pages 1344-1378, July.
    26. Niu, Yuhao & Wang, Sai & Wen, Wen & Li, Sifei, 2023. "Does digital transformation speed up dynamic capital structure adjustment? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    27. Pal, Debdatta, 2024. "Scarcity and market design: How effective matching can promote the peer-to-peer sharing economy," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
    28. Fu, Yumei & Guo, Chun, 2025. "Booster or trapper? Corporate digital transformation and capital allocation efficiency," Research in International Business and Finance, Elsevier, vol. 73(PB).
    29. Derrick Choe & Alexander Oettl & Rob Seamans, 2021. "What’s Driving Entrepreneurship and Innovation in the Transportation Sector?," NBER Chapters, in: The Role of Innovation and Entrepreneurship in Economic Growth, pages 251-285, National Bureau of Economic Research, Inc.
    30. Wang, Sai & Wen, Wen & Niu, Yuhao & Li, Xin, 2024. "Digital transformation and corporate labor investment efficiency," Emerging Markets Review, Elsevier, vol. 59(C).
    31. Jeff Shockley & Jason R. W. Merrick & Xiaojin Liu & Jeffery S. Smith, 2023. "How much do customer ordering practices drive medical supplies distribution (in)efficiency for primary care markets?," Production and Operations Management, Production and Operations Management Society, vol. 32(12), pages 3908-3930, December.
    32. Daeho Kim & Hyungkyu Cheon & Dong Gu Choi & Seongbin Im, 2022. "Operations Research Helps the Optimal Bidding of Virtual Power Plants," Interfaces, INFORMS, vol. 52(4), pages 344-362, July.
    33. Mikko Hänninen & Anssi Smedlund, 2021. "Same Old Song with a Different Melody: The Paradox of Market Reach and Financial Performance on Digital Platforms," Journal of Management Studies, Wiley Blackwell, vol. 58(7), pages 1832-1868, November.
    34. Anicich, Eric M., 2022. "Flexing and floundering in the on-demand economy: Narrative identity construction under algorithmic management," Organizational Behavior and Human Decision Processes, Elsevier, vol. 169(C).

  20. Erik Brynjolfsson & Daniel Rock & Chad Syverson, 2018. "The Productivity J-Curve: How Intangibles Complement General Purpose Technologies," NBER Working Papers 25148, National Bureau of Economic Research, Inc.

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    1. Valeriu Ioan-Franc & Ioan I. Gaf-Deac, 2024. "Participation of Artificial Intelligence in Economic Growth in Romania," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 26(67), pages 944-944, August.
    2. Yang, Xiuyun & Li, Min & Liang, Shanshan, 2024. "How consumers’ digital engagement affects regional innovation capacity in China?," Economic Modelling, Elsevier, vol. 139(C).
    3. Miura, Takahiro & Asatani, Kimitaka & Sakata, Ichiro, 2023. "Revisiting the uniformity and inconsistency of slow-cited papers in science," Journal of Informetrics, Elsevier, vol. 17(1).
    4. Charles Hoffreumon & Chris CM Forman & Nicolas van Zeebroeck, 2023. "Make or Buy your Artificial Intelligence? Complementarities in Technology Sourcing," Working Papers TIMES² 2023-69, ULB -- Universite Libre de Bruxelles.
    5. Ari Bronsoler & Joseph J. Doyle Jr. & John Van Reenen, 2021. "The Impact of Healthcare IT on Clinical Quality, Productivity and Workers," NBER Working Papers 29218, National Bureau of Economic Research, Inc.
    6. Joanna Tyrowicz & Krzysztof Makarski & Piotr Zoch, 2025. "Demographic transition and the rise of wealth inequality," GRAPE Working Papers 101, GRAPE Group for Research in Applied Economics.
    7. Paolo Carioli & Dirk Czarnitzki & Gastón P Fernández Barros, 2024. "Evidence on the Adoption of Artificial Intelligence: The Role of Skills Shortage," Working Papers of Department of Economics, Leuven 735893, KU Leuven, Faculty of Economics and Business (FEB), Department of Economics, Leuven.
    8. Mulligan, Catherine & Morsfield, Suzanne & Cheikosman, Evîn, 2024. "Blockchain for sustainability: A systematic literature review for policy impact," Telecommunications Policy, Elsevier, vol. 48(2).
    9. Venkat Ram Reddy Ganuthula & Krishna Kumar Balaraman & Nimish Vohra, 2025. "Hedonic Adaptation in the Age of AI: A Perspective on Diminishing Satisfaction Returns in Technology Adoption," Papers 2503.08074, arXiv.org.
    10. Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Kroff & Emin Dinlersoz & Lucia S. Foster & Nikolas Zolas, 2023. "AI Adoption in America: Who, What, and Where," NBER Working Papers 31788, National Bureau of Economic Research, Inc.
    11. Luca Fontanelli & Mattia Guerini & Raffaele Miniaci & Angelo Secchi, 2025. "Predictive AI and productivity growth dynamics: evidence from French firms," LEM Papers Series 2025/12, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    12. DUCH BROWN Nestor & GOMEZ-HERRERA Estrella & MUELLER-LANGER Frank & TOLAN Songul, 2022. "Market Power and Artificial Intelligence Work on Online Labour Markets," JRC Working Papers on Digital Economy 2021-10, Joint Research Centre.
    13. Anwar Adem & Richard Kneller & Cher Li, 2023. "Information Constraints and Technology Efficiency: Field Experiments Benchmarking Firms Website Performance," CESifo Working Paper Series 10457, CESifo.
    14. Andreas Teichgraeber & John Van Reenen, 2021. "Have productivity and pay decoupled in the UK?," POID Working Papers 021, Centre for Economic Performance, LSE.
    15. Julian Duran & Rubén Castillo, 2023. "Factors related to information and communication technologies adoption in small businesses in Colombia," Journal of Innovation and Entrepreneurship, Springer, vol. 12(1), pages 1-14, December.
    16. Soyea Lee & Junseok Hwang & Eunsang Cho, 2025. "Dynamic patterns of AI technology diffusion: focusing on time series clustering and patent analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 130(4), pages 2005-2036, April.
    17. Luca Grilli & Sergio Mariotti & Riccardo Marzano, 2024. "Artificial intelligence and shapeshifting capitalism," Journal of Evolutionary Economics, Springer, vol. 34(2), pages 303-318, April.
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    19. Todd A. Hall & Sharique Hasan, 2022. "Organizational decision-making and the returns to experimentation," Journal of Organization Design, Springer;Organizational Design Community, vol. 11(4), pages 129-144, December.
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    21. Peter Temin, 2018. "Finance in Economic Growth: Eating the Family Cow," Working Papers Series 86, Institute for New Economic Thinking.
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    23. Coad, Alexander & Amaral-Garcia, Sofia & Bauer, Peter & Domnick, Clemens & Harasztosi, Péter & Pál, Rozália & Teruel, Mercedes, 2022. "Investment expectations by vulnerable European firms: A difference-in-difference approach," EIB Working Papers 2022/04, European Investment Bank (EIB).
    24. Diego Comin & Javier Quintana & Tom Schmitz & Antonella Trigari, 2021. "Measuring TFP: The role of profits, adjustment costs, and capacity utilization," Working Papers 2143, Banco de España.
    25. Zhang, Sihan & Chen, Zhibin, 2025. "Experts on the board: How do IT-savvy directors promote corporate digital innovation?," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 791-817.
    26. Calligaris, Sara & Criscuolo, Chiara & Marcolin, Luca, 2024. "Mark-ups in the digital era," LSE Research Online Documents on Economics 126813, London School of Economics and Political Science, LSE Library.
    27. Maarten de Ridder, 2022. "Market power and innovation in the intangible economy," POID Working Papers 064, Centre for Economic Performance, LSE.
    28. Inha Oh & Jungho Kim, 2023. "Frontiers and laggards: Which firms benefit from adopting advanced digital technologies?," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(2), pages 753-766, March.
    29. Goldin, Ian & Koutroumpis, Pantelis & Lafond, François & Winkler, Julian, 2020. "Why is productivity slowing down?," MPRA Paper 99172, University Library of Munich, Germany.
    30. Miyagawa, Tsutomu & Tonogi, Konomi & Ishikawa, Takayuki, 2021. "Does the productivity J-curve exist in Japan?-Empirical studies based on the multiple q theory," Journal of the Japanese and International Economies, Elsevier, vol. 61(C).
    31. Lucia Foster & Alex He, 2022. "Technology and productivity growth," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 57(3), pages 111-119, July.
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    33. Cherchye, Laurens & Rock, Bram De & Saelens, Dieter & Verschelde, Marijn & Roets, Bart, 2024. "Productive efficiency analysis with unobserved inputs: An application to endogenous automation in railway traffic management," European Journal of Operational Research, Elsevier, vol. 313(2), pages 678-690.
    34. Kuosmanen, Natalia & Kiema, Ilkka & Maczulskij, Terhi, 2024. "Productivity and Green Transition in Finland," ETLA Reports 151, The Research Institute of the Finnish Economy.
    35. Czarnitzki, Dirk & Fernández, Gastón P. & Rammer, Christian, 2022. "Artificial intelligence and firm-level productivity," ZEW Discussion Papers 22-005, ZEW - Leibniz Centre for European Economic Research.
    36. Wu, Yongqiu & Lin, Zhiwei & Zhang, Qingcui & Wang, Wei, 2024. "Artificial intelligence, wage dynamics, and inequality: Empirical evidence from Chinese listed firms," International Review of Economics & Finance, Elsevier, vol. 96(PC).
    37. Podrecca, Matteo & Culot, Giovanna & Tavassoli, Sam & Orzes, Guido, 2024. "Artificial intelligence for climate change: a patent analysis in the manufacturing sector," Papers in Innovation Studies 2024/12, Lund University, CIRCLE - Centre for Innovation Research.
    38. Sara Calligaris & Chiara Criscuolo & Luca Marcolin, 2024. "Mark-ups in the digital era," CEP Discussion Papers dp1994, Centre for Economic Performance, LSE.
    39. Diane Coyle & Kieran Lind & David Nguyen & Manuel Tong, 2022. "Are digital-using UK firms more productive?," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2022-06, Economic Statistics Centre of Excellence (ESCoE).
    40. Otis, Nicholas G. & Clarke, Rowan Philip & Delecourt, Solene & Holtz, David & Koning, Rembrand, 2023. "The Uneven Impact of Generative AI on Entrepreneurial Performance," OSF Preprints hdjpk, Center for Open Science.
    41. Pedota, Mattia & Grilli, Luca & Piscitello, Lucia, 2023. "Technology adoption and upskilling in the wake of Industry 4.0," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
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    43. Mercedes Delgado & J. Daniel Kim & Karen G. Mills, 2021. "The Servicification of the US Economy: The Role of Startups versus Incumbent Firms," NBER Chapters, in: The Role of Innovation and Entrepreneurship in Economic Growth, pages 371-390, National Bureau of Economic Research, Inc.
    44. Iacovone,Leonardo & Pereira Lopez,Mariana De La Paz & Schiffbauer,Marc Tobias & Iacovone,Leonardo & Pereira Lopez,Mariana De La Paz & Schiffbauer,Marc Tobias, 2016. "Competition makes IT better : evidence on when firms use it more effectively," Policy Research Working Paper Series 7638, The World Bank.
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    33. Holmström, Jonny, 2022. "From AI to digital transformation: The AI readiness framework," Business Horizons, Elsevier, vol. 65(3), pages 329-339.
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    35. Jakub Growiec, 2019. "The Hardware-Software Model: A New Conceptual Framework of Production, R&D, and Growth with AI," KAE Working Papers 2019-042, Warsaw School of Economics, Collegium of Economic Analysis.
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    174. Naudé, Wim & Nagler, Paula, 2021. "The Rise and Fall of German Innovation," IZA Discussion Papers 14154, Institute of Labor Economics (IZA).
    175. Zhang, Yue & Ge, Mengshuai & Yang, Jiaju & Liu, Cuiying & Chen, Xi, 2023. "Controlling shareholders' equity pledge, digital finance, and corporate digital transformation," International Review of Financial Analysis, Elsevier, vol. 90(C).
    176. Koutroumpis, Pantelis & Leiponen, Aija & Thomas, Llewellyn D.W., 2020. "Small is big in ICT: The impact of R&D on productivity," Telecommunications Policy, Elsevier, vol. 44(1).
    177. Peiyi Jia & Ciprian Stan, 2021. "Artificial Intelligence Factory, Data Risk, and VCs’ Mediation: The Case of ByteDance, an AI-Powered Startup," JRFM, MDPI, vol. 14(5), pages 1-19, May.
    178. Min-Chi Chiu & Tin-Chih Toly Chen & Keng-Wei Hsu, 2020. "Modeling an Uncertain Productivity Learning Process Using an Interval Fuzzy Methodology," Mathematics, MDPI, vol. 8(6), pages 1-18, June.
    179. Tachia Chin & Muhammad Waleed Ayub Ghouri & Jiyang Jin & Muhammet Deveci, 2024. "AI technologies affording the orchestration of ecosystem-based business models: the moderating role of AI knowledge spillover," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-13, December.
    180. Yasin Yilmaz, 2021. "Transition to the Digital Economy, Its Measurement and the Relationship between Digitalization and Productivity," Istanbul Journal of Economics-Istanbul Iktisat Dergisi, Istanbul University, Faculty of Economics, vol. 71(1), pages 283-316, June.
    181. Dam, John & Rickon, Henry, 2023. "Innovation in Artificial Intelligence and the Catalyst of Open Data Sharing: Literature Review and Policy implications," Thesis Commons a3zwu, Center for Open Science.

  22. Nicholas Bloom & Erik Brynjolfsson & Lucia Foster & Ron Jarmin & Megha Patnaik & Itay Saporta-Eksten & John Van Reenen, 2017. "What Drives Differences in Management?," Working Papers 17-32, Center for Economic Studies, U.S. Census Bureau.

    Cited by:

    1. Jeremy Greenwood & David Weiss, 2018. "Mining Surplus: Modeling James A. Schmitz'S Link Between Competition And Productivity," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 59(3), pages 1015-1034, August.
    2. Achyuta Adhvaryu & Anant Nyshadham & Jorge A. Tamayo, 2019. "Managerial Quality and Productivity Dynamics," NBER Working Papers 25852, National Bureau of Economic Research, Inc.
    3. Gumpert, Anna & Steimer, Henrike & Antoni, Manfred, 2019. "Firm Organization with Multiple Establishments," Rationality and Competition Discussion Paper Series 163, CRC TRR 190 Rationality and Competition.
    4. Prachi Mishra & Nagpurnanand Prabhala & Raghuram G Rajan, 2022. "The Relationship Dilemma: Why Do Banks Differ in the Pace at Which They Adopt New Technology?," The Review of Financial Studies, Society for Financial Studies, vol. 35(7), pages 3418-3466.
    5. Manav Raj & Robert Seamans, 2018. "Artificial Intelligence, Labor, Productivity, and the Need for Firm-Level Data," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 553-565, National Bureau of Economic Research, Inc.
    6. Achyuta Adhvaryu & Namrata Kala & Anant Nyshadham, 2019. "Management and Shocks to Worker Productivity," NBER Working Papers 25865, National Bureau of Economic Research, Inc.
    7. Kirill Borusyak & Xavier Jaravel, 2021. "The Distributional Effects of Trade: Theory and Evidence from the United States," NBER Working Papers 28957, National Bureau of Economic Research, Inc.
    8. Aki Tomizawa & Li Zhao & Geneviève Bassellier & David Ahlstrom, 2020. "Economic growth, innovation, institutions, and the Great Enrichment," Asia Pacific Journal of Management, Springer, vol. 37(1), pages 7-31, March.
    9. Girum Abebe & Margaret McMillan & Michel Serafinelli, "undated". "Foreign Direct Investment and Knowledge Diffusion in Poor Locations," Working Paper series 20-14, Rimini Centre for Economic Analysis.
    10. John Van Reenen, 2018. "Increasing differences between firms: market power and the macro-economy," CEP Discussion Papers dp1576, Centre for Economic Performance, LSE.
    11. Anna Valero, 2021. "Education and management practices," CEP Discussion Papers dp1767, Centre for Economic Performance, LSE.
    12. Morjaria, Ameet & Macchiavello, Rocco, 2019. "Competition and Relational Contracts in the Rwanda Coffee Chain," CEPR Discussion Papers 13607, C.E.P.R. Discussion Papers.
    13. Feng, Andy & Valero, Anna, 2020. "Skill-biased management: evidence from manufacturing firms," LSE Research Online Documents on Economics 103094, London School of Economics and Political Science, LSE Library.
    14. Vallés, Javier & Salas Fumás, Vicente & San Juan, Lucio, 2022. "Corporate economic profits in the euro area: The relevance of cost competitive advantage," International Review of Economics & Finance, Elsevier, vol. 80(C), pages 569-585.
    15. Bloom, Nick & Manova, Kalina & Teng Sun, Stephen & Van Reenen, John & Yu, Zhihong, 2018. "Managing trade: evidence from China and the US," LSE Research Online Documents on Economics 88703, London School of Economics and Political Science, LSE Library.
    16. Daron Acemoglu & Ufuk Akcigit & Nicholas Bloom & William R. Kerr, 2013. "Innovation, Reallocation and Growth," CEP Discussion Papers dp1216, Centre for Economic Performance, LSE.
    17. Michael Barry & Alex Bryson & Rafael Gomez & Bruce Kaufman & Guenther Lomas & Adrian Wilkinson, 2018. "The ''Good Workplace'': The Role of Joint Consultative Committees, Unions and HR policies in Employee Ratings of Workplaces in Britain," DoQSS Working Papers 18-08, Quantitative Social Science - UCL Social Research Institute, University College London.
    18. Nana Zhang & Liang Mei, 2020. "Sustainable Development in the Service Industry: Managerial Learning and Management Improvement of Chinese Retailers," Sustainability, MDPI, vol. 12(4), pages 1-17, February.
    19. Alex Bryson & Lucy Stokes & David Wilkinson, 2020. "Can Human Resource Management Improve Schools' Performance?," LABOUR, CEIS, vol. 34(4), pages 427-440, December.
    20. Mitchell Hoffman & Steven Tadelis, 2021. "People Management Skills, Employee Attrition, and Manager Rewards: An Empirical Analysis," Journal of Political Economy, University of Chicago Press, vol. 129(1), pages 243-285.
    21. Prat, Andrea & Dessein, Wouter, 2019. "Organizational Capital, Corporate Leadership, and Firm Dynamics," CEPR Discussion Papers 13513, C.E.P.R. Discussion Papers.
    22. Forth, John & Bryson, Alex, 2018. "The Impact of Management Practices on SME Performance," IZA Discussion Papers 11399, Institute of Labor Economics (IZA).
    23. Anna Valero, 2021. "Education and management practices," POID Working Papers 007, Centre for Economic Performance, LSE.
    24. Catherine Buffington & Lucia Foster & Ron Jarmin & Scott Ohlmacher, 2016. "The Management and Organizational Practices Survey (MOPS): An Overview," Working Papers 16-28, Center for Economic Studies, U.S. Census Bureau.
    25. Mario BENASSI & Matteo LANDONI & Francesco RENTOCCHINI, 2017. "University Management Practices and Academic Spin-offs," Departmental Working Papers 2017-11, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
    26. Sivropoulos-Valero, Anna Valero, 2021. "Education and management practices," LSE Research Online Documents on Economics 114436, London School of Economics and Political Science, LSE Library.
    27. Alecos Papadopoulos, 2021. "Measuring the effect of management on production: a two-tier stochastic frontier approach," Empirical Economics, Springer, vol. 60(6), pages 3011-3041, June.
    28. Stanton, Christopher T. & Sandvik, Jason & Saouma, Richard & Seegert, Nathan, 2020. "Workplace Knowledge Flows," CEPR Discussion Papers 14299, C.E.P.R. Discussion Papers.
    29. Alex Bryson & Lucy Stokes & David Wilkinson, 2018. "Is Pupil Attainment Higher in Well-managed Schools?," DoQSS Working Papers 18-09, Quantitative Social Science - UCL Social Research Institute, University College London.
    30. Barry, Michael & Bryson, Alex & Gomez, Rafael & Kaufman, Bruce E. & Lomas, Guenther & Wilkinson, Adrian, 2018. "The," IZA Discussion Papers 11860, Institute of Labor Economics (IZA).
    31. Matthew Backus, 2019. "Why is Productivity Correlated with Competition?," NBER Working Papers 25748, National Bureau of Economic Research, Inc.
    32. Wim Naudé, 2019. "New Technology, Entrepreneurship and the Revival of Manufacturing in Africa: Opportunities for Youth and Women?," Working Papers idrcdpru4ir, University of Cape Town, Development Policy Research Unit.
    33. Marko Koethenbuerger & Federica Liberini & Michael Stimmelmayr, 2019. "(Un)Intended Effects of Preferential Tax Regimes: The Case of European Patent Boxes," EconPol Working Paper 29, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    34. Mile Katic & Renu Agarwal, 2018. "The Flexibility Paradox: Achieving Ambidexterity in High-Variety, Low-Volume Manufacturing," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 19(1), pages 69-86, March.
    35. Emannuel Dhyne & Joep Konings & Joep Konings & Stijn Vanormelingen,, 2018. "IT and productivity: A firm level analysis," Working Paper Research 346, National Bank of Belgium.
    36. Wiebke Bartz-Zuccala & Pierre Mohnen & Helena Schweiger, 2018. "The Role of Innovation and Management Practices in Determining Firm Productivity," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 60(4), pages 502-530, December.
    37. Christina Patterson, 2019. "The Matching Multiplier and the Amplification of Recessions," 2019 Meeting Papers 95, Society for Economic Dynamics.
    38. John Forth & Alex Bryson, 2019. "Management practices and SME performance," Scottish Journal of Political Economy, Scottish Economic Society, vol. 66(4), pages 527-558, September.
    39. Catherine Buffington & Andrew Hennessy & Scott Ohlmacher, 2018. "The Management and Organizational Practices Survey (MOPS): Collection and Processing," Working Papers 18-51, Center for Economic Studies, U.S. Census Bureau.
    40. David Ahlstrom & Amber Y. Chang & Jessie S. T. Cheung, 2019. "Encouraging Entrepreneurship and Economic Growth," JRFM, MDPI, vol. 12(4), pages 1-14, November.
    41. Konings, Jozef & Dhyne, Emmanuel & Van den bosch, Jeroen & ,, 2018. "The Return on Information Technology: Who Benefits Most?," CEPR Discussion Papers 13246, C.E.P.R. Discussion Papers.
    42. Sandra Bernick & Richard Davies & Anna Valero, 2017. "Industry in Britain - an atlas," CEP Reports 34, Centre for Economic Performance, LSE.
    43. Michael White & Alex Bryson, 2018. "HPWS in the Public Sector: Are There Mutual Gains?," DoQSS Working Papers 18-10, Quantitative Social Science - UCL Social Research Institute, University College London.
    44. Galina Besstremyannaya & Sergei Golovan, 2023. "Measuring heterogeneity in hospital productivity: a quantile regression approach," Journal of Productivity Analysis, Springer, vol. 59(1), pages 15-43, February.
    45. Pierre Lortie, 2019. "Nurturing Global Growth Companies: Time For A New Policy Toolkit," SPP Research Papers, The School of Public Policy, University of Calgary, vol. 12(27), September.
    46. Irani Arráiz, 2018. "Time to share the load: gender differences in household responsibilities and business profitability," Small Business Economics, Springer, vol. 51(1), pages 57-84, June.

  23. Erik Brynjolfsson & Kristina McElheran, 2016. "Data in Action: Data-Driven Decision Making in U.S. Manufacturing," Working Papers 16-06, Center for Economic Studies, U.S. Census Bureau.

    Cited by:

    1. Bertschek, Irene & Kesler, Reinhold, 2018. "Let the user speak: Is feedback on Facebook a source of firms' innovation?," ZEW Discussion Papers 17-015, ZEW - Leibniz Centre for European Economic Research, revised 2018.
    2. Huang, Qiongyu & Xu, Chuhong & Xue, Xiaolong & Zhu, Hui, 2023. "Can digital innovation improve firm performance: Evidence from digital patents of Chinese listed firms," International Review of Financial Analysis, Elsevier, vol. 89(C).
    3. Niebel, Thomas & Rasel, Fabienne & Viete, Steffen, 2017. "BIG Data - BIG Gains? Understanding the Link Between Big Data Analytics and Innovation," 28th European Regional ITS Conference, Passau 2017 169489, International Telecommunications Society (ITS).
    4. Broszeit Sandra & Laible Marie-Christine & Görg Holger & Fritsch Ursula, 2019. "Management Practices and Productivity in Germany," German Economic Review, De Gruyter, vol. 20(4), pages 657-705, December.
    5. Oesterreich, Thuy Duong & Teuteberg, Frank & Bensberg, Frank & Buscher, Gandalf, 2019. "The controlling profession in the digital age: Understanding the impact of digitisation on the controller's job roles, skills and competences," International Journal of Accounting Information Systems, Elsevier, vol. 35(C).
    6. Broszeit, Sandra & Fritsch, Ursula & Görg, Holger & Laible, Marie-Christine, 2016. "Management practices and productivity in Germany (Managementpraktiken und Produktivität in Deutschland)," IAB-Discussion Paper 201632, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    7. Labro, Eva & Lang, Mark & Omartian, James D., 2023. "Predictive analytics and centralization of authority," Journal of Accounting and Economics, Elsevier, vol. 75(1).

  24. Nicholas Bloom & Erik Brynjolfsson & Lucia Foster & Ron Jarmin & Megha Patnaik & Itay Saporta-Eksten & John Van Reenen, 2014. "In brief: Management in America," CentrePiece - The magazine for economic performance 423, Centre for Economic Performance, LSE.

    Cited by:

    1. Beata Javorcik & Steven Poelhekke, 2017. "Former Foreign Affiliates: Cast Out and Outperformed?," Journal of the European Economic Association, European Economic Association, vol. 15(3), pages 501-539.

  25. Nicholas Bloom & Erik Brynjolfsson & Lucia Foster & Ron Jarmin & Megha Patnaik & Itay Saporta-Eksten & John Van Reenen, 2014. "IT and Management in America," CEP Discussion Papers dp1258, Centre for Economic Performance, LSE.

    Cited by:

    1. Beata Javorcik & Steven Poelhekke, 2017. "Former Foreign Affiliates: Cast Out and Outperformed?," Journal of the European Economic Association, European Economic Association, vol. 15(3), pages 501-539.
    2. Erik Brynjolfsson & Wang Jin & Kristina McElheran, 2021. "The power of prediction: predictive analytics, workplace complements, and business performance," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 56(4), pages 217-239, October.
    3. Bryan Hong & Lorenz Kueng & Mu-Jeung Yang, 2020. "Complementarity of Performance Pay and Task Allocation," Swiss Finance Institute Research Paper Series 20-31, Swiss Finance Institute.
    4. Oleg Sidorkin, 2015. "The Impact of Management Quality on Innovation Performance of Firms in Emerging Countries," CERGE-EI Working Papers wp555, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
    5. Stolyarov, Dmitriy & Tesar, Linda L., 2021. "Interest rate trends in a global context," Economic Modelling, Elsevier, vol. 101(C).
    6. Catherine Buffington & Lucia Foster & Ron Jarmin & Scott Ohlmacher, 2016. "The Management and Organizational Practices Survey (MOPS): An Overview," Working Papers 16-28, Center for Economic Studies, U.S. Census Bureau.
    7. Bryan Hong & Lorenz Kueng & Mu-Jeung Yang, 2015. "Estimating Management Practice Complementarity between Decentralization and Performance Pay," NBER Working Papers 20845, National Bureau of Economic Research, Inc.
    8. Nathan Goldschlag & Elisabeth Perlman, 2017. "Business Dynamic Statistics of Innovative Firms," Working Papers 17-72, Center for Economic Studies, U.S. Census Bureau.
    9. Davide Antonioli & Grazia Cecere & Massimiliano Mazzanti, 2018. "Information communication technologies and environmental innovations in firms: joint adoptions and productivity effects," SEEDS Working Papers 1118, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Nov 2018.
    10. Mu-Jeung Yang & Lorenz Kueng & Bryan Hong, 2015. "Business Strategy and the Management of Firms," NBER Working Papers 20846, National Bureau of Economic Research, Inc.

  26. Nicholas Bloom & Erik Brynjolfsson & Lucia Foster & Ron Jarmin & Itay Saporta-Eksten & John Van Reenen, 2013. "Management in America," Working Papers 13-01, Center for Economic Studies, U.S. Census Bureau.

    Cited by:

    1. Beata Javorcik & Steven Poelhekke, 2017. "Former Foreign Affiliates: Cast Out and Outperformed?," Journal of the European Economic Association, European Economic Association, vol. 15(3), pages 501-539.
    2. Nicholas Bloom & Steven J. Davis & Lucia Foster & Brian Lucking & Scott Ohlmacher & Itay Saporta-Eksten, 2020. "Business-Level Expectations and Uncertainty," Working Papers 20-41, Center for Economic Studies, U.S. Census Bureau.
    3. Van Reenen, John & Bloom, Nicholas & Brynjolfsson, Erik & Foster, Lucia & Jarmin, Ron & Patnaik, Megha & Saporta-Eksten, Itay, 2017. "What Drives Differences in Management?," CEPR Discussion Papers 11995, C.E.P.R. Discussion Papers.
    4. Nicholas Bloom & Renata Lemos & Raffaella Sadun & Daniela Scur & John Van Reenen, 2014. "The New Empirical Economics of Management," Discussion Papers 13-031, Stanford Institute for Economic Policy Research.
    5. Nicholas Bloom & Renata Lemos & Raffaella Sadun & Daniela Scur & John Van Reenen, 2016. "International Data on Measuring Management Practices," American Economic Review, American Economic Association, vol. 106(5), pages 152-156, May.
    6. Lucia Foster & Cheryl Grim & John Haltiwanger, 2014. "Reallocation in the Great Recession: Cleansing or Not?," NBER Working Papers 20427, National Bureau of Economic Research, Inc.
    7. Stefan Bender & Nicholas Bloom & David Card & John Van Reenen & Stefanie Wolter, 2016. "Management practices, workforce selection and productivity," CEP Discussion Papers dp1416, Centre for Economic Performance, LSE.
    8. Ohlsbom, Roope, 2021. "Management Practices Drive Productivity – But Not Without Human Capital," ETLA Working Papers 88, The Research Institute of the Finnish Economy.
    9. John V. Gray & Enno Siemsen & Gurneeta Vasudeva, 2015. "Colocation Still Matters: Conformance Quality and the Interdependence of R&D and Manufacturing in the Pharmaceutical Industry," Management Science, INFORMS, vol. 61(11), pages 2760-2781, November.
    10. Broszeit, Sandra & Laible, Marie-Christine, 2017. "Examining the link between health measures, management practices and establishment performance," IAB-Discussion Paper 201726, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    11. Ohlsbom, Roope & Maliranta, Mika, 2019. "Management Practises in Finnish Manufacturing Establishments: Evidence from FMOP," ETLA Working Papers 69, The Research Institute of the Finnish Economy.
    12. Broszeit Sandra & Laible Marie-Christine & Görg Holger & Fritsch Ursula, 2019. "Management Practices and Productivity in Germany," German Economic Review, De Gruyter, vol. 20(4), pages 657-705, December.
    13. Wojan, Tim & Parker, Timothy, 2017. "Innovation in the Rural Nonfarm Economy: Its Effect on Job and Earnings Growth, 2010-2014," Economic Research Report 264596, United States Department of Agriculture, Economic Research Service.
    14. Catherine Buffington & Lucia Foster & Ron Jarmin & Scott Ohlmacher, 2016. "The Management and Organizational Practices Survey (MOPS): An Overview," Working Papers 16-28, Center for Economic Studies, U.S. Census Bureau.
    15. Görg, Holger & Hanley, Aoife, 2017. "Firms' Global Engagement and Management Practices," KCG Working Papers 2, Kiel Centre for Globalization (KCG).
    16. Bartz, Wiebke & Mohnen, Pierre & Schweiger, Helena, 2016. "The role of innovation and management practices in determining firm productivity in developing economies," MERIT Working Papers 2016-034, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    17. Lin, Shannon, 2015. "Are ivory towers truly ivory? Knowledge spillovers and firm innovation," Journal of Economics and Business, Elsevier, vol. 80(C), pages 21-36.
    18. Chakraborty, Pavel & Raveh, Ohad, 2018. "Input-trade liberalization and the demand for managers: Evidence from India," Journal of International Economics, Elsevier, vol. 111(C), pages 159-176.
    19. Nathan Goldschlag & Elisabeth Perlman, 2017. "Business Dynamic Statistics of Innovative Firms," Working Papers 17-72, Center for Economic Studies, U.S. Census Bureau.
    20. Davide Antonioli & Grazia Cecere & Massimiliano Mazzanti, 2018. "Information communication technologies and environmental innovations in firms: joint adoptions and productivity effects," SEEDS Working Papers 1118, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Nov 2018.
    21. Broszeit, Sandra & Fritsch, Ursula & Görg, Holger & Laible, Marie-Christine, 2016. "Management practices and productivity in Germany (Managementpraktiken und Produktivität in Deutschland)," IAB-Discussion Paper 201632, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    22. Laible Marie-Christine & Görg Holger, 2019. "The German Management and Organizational Practices (GMOP) Survey," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 239(4), pages 723-732, August.
    23. Chen Yeh, 2016. "Are firm-level idiosyncratic shocks important for U.S. aggregate volatility?," Working Papers 16-47, Center for Economic Studies, U.S. Census Bureau.
    24. Catherine Buffington & Andrew Hennessy & Scott Ohlmacher, 2018. "The Management and Organizational Practices Survey (MOPS): Collection and Processing," Working Papers 18-51, Center for Economic Studies, U.S. Census Bureau.
    25. Lucia Foster & Patrice Norman, 2015. "The Annual Survey of Entrepreneurs: An Introduction," Working Papers 15-40, Center for Economic Studies, U.S. Census Bureau.
    26. Erik Brynjolfsson & Kristina McElheran, 2016. "Data in Action: Data-Driven Decision Making in U.S. Manufacturing," Working Papers 16-06, Center for Economic Studies, U.S. Census Bureau.

  27. Brynjolfsson, Erik, 2011. "ICT, innovation and the e-economy," EIB Papers 8/2011, European Investment Bank, Economics Department.

    Cited by:

    1. Bauer, Johannes M., 2022. "Toward new guardrails for the information society," Telecommunications Policy, Elsevier, vol. 46(5).
    2. Csaba Mako & Miklos Illessy & Jozsef Pap & Saeed Nosratabadi, 2021. "Emerging Platform Work in the Context of the Regulatory Loophole (The Uber Fiasco in Hungary)," Papers 2105.05651, arXiv.org.
    3. Hyytinen, Ari & Maliranta, Mika, 2013. "Firm lifecycles and evolution of industry productivity," Research Policy, Elsevier, vol. 42(5), pages 1080-1098.
    4. Nambisan, Satish & Wright, Mike & Feldman, Maryann, 2019. "The digital transformation of innovation and entrepreneurship: Progress, challenges and key themes," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    5. Agarwal, Renu & Mittal, Neeraj & Patterson, Eric & Giorcelli, Michela, 2021. "Evolution of the Indian LPG industry: Exploring conditions for public sector business model innovation," Research Policy, Elsevier, vol. 50(4).
    6. Konstantins Benkovskis & Styliani Christodoulopoulou & Olegs Tkacevs, 2025. "Adaption of Digital Technologies: the Case of Latvian Firms," Discussion Papers 2025/01, Latvijas Banka.
    7. Bauer, Johannes M., 2014. "Platforms, systems competition, and innovation: Reassessing the foundations of communications policy," Telecommunications Policy, Elsevier, vol. 38(8), pages 662-673.
    8. Bauer, Johannes M. & Knieps, Günter, 2018. "Complementary innovation and network neutrality," Telecommunications Policy, Elsevier, vol. 42(2), pages 172-183.
    9. Wang, Jianda & Dong, Xiucheng & Dong, Kangyin, 2022. "How does ICT agglomeration affect carbon emissions? The case of Yangtze River Delta urban agglomeration in China," Energy Economics, Elsevier, vol. 111(C).
    10. Makó, Csaba & Illéssy, Miklós & Pap, József, 2020. "Munkavégzés a platformalapú gazdaságban. A foglalkoztatás egy lehetséges modellje? [Work on the digital platform economy. Towards a new employment model for the future?]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(11), pages 1112-1129.
    11. Torres, Carla Cecilia, 2021. "Adaptation and Validation of Technostress Creators and Technostress Inhibitors Inventories in a Spanish-Speaking Latin American Country," Technology in Society, Elsevier, vol. 66(C).
    12. Dan Andrews & Chiara Criscuolo, 2013. "Knowledge-Based Capital, Innovation and Resource Allocation," OECD Economics Department Working Papers 1046, OECD Publishing.
    13. Teruel Carrizosa, Mercedes & Coad, Alexander & Domnick, Clemens & Flachenecker, Florian & Harasztosi, Péter & Janiri, Mario Lorenzo & Pál, Rozália, 2021. "The birth of new high growth enterprises: Internationalisation through new digital technologies," EIB Working Papers 2021/02, European Investment Bank (EIB).
    14. Bauer, Johannes M. & Bohlin, Erik, 2022. "Regulation and innovation in 5G markets," Telecommunications Policy, Elsevier, vol. 46(4).
    15. Lu, Danning & Hui, Eddie Chi Man & Shen, Jianfu & Shi, Jianxun, 2024. "Digital industry agglomeration and urban innovation: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1998-2025.
    16. Mercedes Teruel & Alex Coad & Clemens Domnick & Florian Flachenecker & Peter Harasztosi & Mario Lorenzo Janiri & Rozalia Pal, 2022. "The birth of new HGEs: internationalization through new digital technologies," The Journal of Technology Transfer, Springer, vol. 47(3), pages 804-845, June.

  28. Sinan Aral & Erik Brynjolfsson & Marshall Van Alstyne, 2007. "Information, Technology and Information Worker Productivity: Task Level Evidence," NBER Working Papers 13172, National Bureau of Economic Research, Inc.

    Cited by:

    1. Beland, Louis-Philippe & Murphy, Richard, 2015. "Ill communication: technology, distraction & studentperformance," LSE Research Online Documents on Economics 62574, London School of Economics and Political Science, LSE Library.
    2. Benoit Aubert & Blaize Horner Reich, 2009. "Extracting Value From Information Technologies," CIRANO Burgundy Reports 2009rb-04, CIRANO.
    3. Mihail Busu & Adina Gyorgy, 2016. "Real Convergence, Steps from Adherence to Integration," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 18(42), pages 303-303, May.
    4. Luis Garicano & Paul Heaton, 2010. "Information Technology, Organization, and Productivity in the Public Sector: Evidence from Police Departments," Journal of Labor Economics, University of Chicago Press, vol. 28(1), pages 167-201, January.
    5. Tobias Böhm & Nadine Riedel, 2013. "On Selection into Public Civil Service," CESifo Economic Studies, CESifo Group, vol. 59(1), pages 34-71, March.
    6. Mohamed Kossaï & Patrick Piget, 2012. "Utilisation des technologies de l'information et des communications (TIC) et performance économique des PME Tunisiennes :une étude économétrique," Brussels Economic Review, ULB -- Universite Libre de Bruxelles, vol. 55(3), pages 305-328.
    7. Liu, Ting-Kun & Chen, Jong-Rong & Huang, Cliff J. & Yang, Chih-Hai, 2014. "Revisiting the productivity paradox: A semiparametric smooth coefficient approach based on evidence from Taiwan," Technological Forecasting and Social Change, Elsevier, vol. 81(C), pages 300-308.

  29. Brynjolfsson, Erik & Hitt, Lorin M., 2004. "Computing Productivity: Firm-Level Evidence," Working papers 4210-01, Massachusetts Institute of Technology (MIT), Sloan School of Management.

    Cited by:

    1. Gorodnichenko, Yuriy & Talavera, Oleksandr & Vu, Nam, 2021. "Quality and Price Setting of High-Tech Goods," IZA Discussion Papers 14058, Institute of Labor Economics (IZA).
    2. Van Biesebroeck, Johannes, 2008. "The Sensitivity of Productivity Estimates," Journal of Business & Economic Statistics, American Statistical Association, vol. 26, pages 311-328.
    3. Francesco Venturini, 2009. "The long-run impact of ICT," Empirical Economics, Springer, vol. 37(3), pages 497-515, December.
    4. Mr. Nicola Pierri & Mr. Yannick Timmer, 2020. "IT Shields: Technology Adoption and Economic Resilience during the COVID-19 Pandemic," IMF Working Papers 2020/208, International Monetary Fund.
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    1. Stühmeier, Torben, 2014. "Price disclosure rules and consumer price comparison," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100482, Verein für Socialpolitik / German Economic Association.
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    4. Anindya Ghose, 2005. "Used Good Trade Patterns: A Cross-Country Comparison of Electronic Secondary Markets," Working Papers 05-19, NET Institute, revised Oct 2005.
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  31. Brynjolfsson, Erik., 2003. "Information technology and the re-organization of work : theory and evidence," Working papers 2471, Massachusetts Institute of Technology (MIT), Sloan School of Management.

    Cited by:

    1. Bakos, J. Yannis. & Brynjolfsson, Erik., 1993. "When quality matters : information technology and buyer-supplier relationships," Working papers 140. Working paper (Sloan, Massachusetts Institute of Technology (MIT), Sloan School of Management.

  32. Van Alstyne, Marshall W. (Marshall Ware) & Brynjolfsson, Erik. & Madnick, Stuart E., 2003. "Why not one big database? : principles for data ownership," Working papers #94-03, Massachusetts Institute of Technology (MIT), Sloan School of Management.

    Cited by:

    1. Madnick, Stuart E., 2003. "Integrating information from global systems : dealing with the "on- and off-ramps" of the information superhighway," Working papers #95-02, Massachusetts Institute of Technology (MIT), Sloan School of Management.
    2. Madnick, Stuart E., 2003. "Evolution to Very MANY Large Data Bases : dealing with large-scale semantic heterogeneity," Working papers #95-03, Massachusetts Institute of Technology (MIT), Sloan School of Management.

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    31. Umberto Panniello & Michele Gorgoglione & Alexander Tuzhilin, 2016. "Research Note—In CARSs We Trust: How Context-Aware Recommendations Affect Customers’ Trust and Other Business Performance Measures of Recommender Systems," Information Systems Research, INFORMS, vol. 27(1), pages 182-196, March.
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    35. Christian Peukert, 2019. "The next wave of digital technological change and the cultural industries," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 43(2), pages 189-210, June.
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    37. Joëlle Farchy & Mathilde Gansemer & Jessica Petrou, 2013. "E-book and book publishing," Chapters, in: Ruth Towse & Christian Handke (ed.), Handbook on the Digital Creative Economy, chapter 31, pages 353-364, Edward Elgar Publishing.
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    42. David M. Byrne & John G. Fernald & Marshall B. Reinsdorf, 2016. "Does the United States Have a Productivity Slowdown or a Measurement Problem?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 47(1 (Spring), pages 109-182.
    43. Paul Dolfen & Liran Einav & Peter J. Klenow & Benjamin Klopack & Jonathan D. Levin & Laurence Levin & Wayne Best, 2019. "Assessing the Gains from E-Commerce," NBER Working Papers 25610, National Bureau of Economic Research, Inc.
    44. Imke Reimers, 2019. "Copyright and Generic Entry in Book Publishing," American Economic Journal: Microeconomics, American Economic Association, vol. 11(3), pages 257-284, August.
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    47. Betancourt, Roger R. & Chocarro, Raquel & Cortiñas, Monica & Elorz, Margarita & Mugica, Jose Miguel, 2016. "Channel Choice in the 21st Century: The Hidden Role of Distribution Services," Journal of Interactive Marketing, Elsevier, vol. 33(C), pages 1-12.
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    531. Jie Jennifer Zhang & Bing Jing, 2007. "The Impacts of Shopbots on Online Consumer Search," Working Papers 07-34, NET Institute, revised Sep 2007.
    532. Riccardo Reith & Maximilian Fischer & Bettina Lis, 2020. "Explaining the intention to use social trading platforms: an empirical investigation," Journal of Business Economics, Springer, vol. 90(3), pages 427-460, April.
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  36. Erik Brynjolfsson & Lorin Hitt, 1997. "Paradox Lost? Firm-level Evidence of High Returns to Information Systems Spending," Working Paper Series 162, MIT Center for Coordination Science.

    Cited by:

    1. Paul A. David, 2005. "Understanding Digital Technology’s Evolution and the Path of Measured Productivity Growth: Present and Future in the Mirror of the Past," Macroeconomics 0502022, University Library of Munich, Germany.
    2. Steve Onyeiwu, 2002. "Inter-Country Variations in Digital Technology in Africa: Evidence, Determinants, and Policy Applications," WIDER Working Paper Series DP2002-72, World Institute for Development Economic Research (UNU-WIDER).

  37. J. Yannis Bakos & Erik Brynjolfsson, 1997. "From Vendors to Partners: Information Technology and Incomplete Contracts in Buyer-Supplier Relationships," Working Paper Series 154, MIT Center for Coordination Science.

    Cited by:

    1. Takeishi, Akira, 1958- & Cusumano, Michael A., 1954-, 1995. "What we have learned and have yet to learn from manufacturer-supplier relations in the auto industry," Working papers #126-95. Working paper (S, Massachusetts Institute of Technology (MIT), Sloan School of Management.
    2. Nadav Levy, 2004. "The Organization of Supply: a Vertical Equilibrium Analysis," Discussion Papers 04-01, University at Albany, SUNY, Department of Economics.
    3. Cusumano, Michael A., 1954- & Takeishi, Akira, 1958-, 1995. "What we have learned and have yet to learn from manufacturer-supplier relations in the auto industry," Working papers 3840-95., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    4. Daron Acemoglu & Pol Antras & Elhanan Helpman, 2005. "Contracts and the Division of Labor," Harvard Institute of Economic Research Working Papers 2074, Harvard - Institute of Economic Research.
    5. Kaouthar Lajili & Joseph T. Mahoney, 2006. "Revisiting agency and transaction costs theory predictions on vertical financial ownership and contracting: electronic integration as an organizational form choice," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 27(7), pages 573-586.
    6. Van Alstyne, Marshall W. (Marshall Ware) & Brynjolfsson, Erik. & Madnick, Stuart E., 2003. "Why not one big database? : principles for data ownership," Working papers #94-03, Massachusetts Institute of Technology (MIT), Sloan School of Management.
    7. Steven Globerman, 2004. "E-Business And Global Sourcing – Inferences From Securities Exchanges," International Trade 0404006, University Library of Munich, Germany.
    8. Daron Acemoglu & Pol Antràs & Elhanan Helpman, 2007. "Contracts and Technology Adoption," American Economic Review, American Economic Association, vol. 97(3), pages 916-943, June.
    9. Kazuyuki Motohashi, 2004. "Firm level analysis of information network use and productivity in Japan," Hi-Stat Discussion Paper Series d03-14, Institute of Economic Research, Hitotsubashi University.
    10. Mendelson, Haim & Pillai, Ravindran R., 1999. "Information Age organizations, dynamics and performance," Journal of Economic Behavior & Organization, Elsevier, vol. 38(3), pages 253-281, March.
    11. Qu, Wen Guang & Yang, Zhiyong & Wang, Zhongming, 2011. "Multi-level framework of open source software adoption," Journal of Business Research, Elsevier, vol. 64(9), pages 997-1003, September.
    12. Essaji, Azim & Fujiwara, Kinya, 2012. "Contracting institutions and product quality," Journal of Comparative Economics, Elsevier, vol. 40(2), pages 269-278.
    13. Grieger, Martin, 2003. "Electronic marketplaces: A literature review and a call for supply chain management research," European Journal of Operational Research, Elsevier, vol. 144(2), pages 280-294, January.
    14. Raghunathan, Srinivasan, 2003. "Impact of demand correlation on the value of and incentives for information sharing in a supply chain," European Journal of Operational Research, Elsevier, vol. 146(3), pages 634-649, May.

  38. Erik Brynjolfsson & Haim Mendelson, 1997. "Information Systems and the Organization of Modern Enterprise," Working Paper Series 200, MIT Center for Coordination Science.

    Cited by:

    1. Piva, Mariacristina & Santarelli, Enrico & Vivarelli, Marco, 2003. "The Skill Bias Effect of Technological and Organisational Change: Evidence and Policy Implications," IZA Discussion Papers 934, Institute of Labor Economics (IZA).
    2. Mariacristina Piva & Enrico Santarelli & Marco Vivarelli, 2004. "Technological and Organizational Changes as Determinants of the Skill Bias: Evidence from a Panel of Italian Firms," Papers on Entrepreneurship, Growth and Public Policy 2004-03, Max Planck Institute of Economics, Entrepreneurship, Growth and Public Policy Group.
    3. Takahito Kanamori & Kazuyuki Motohashi, 2006. "Centralization or Decentralization of Decision Rights? Impact on IT Performance of Firms," Discussion papers 06032, Research Institute of Economy, Trade and Industry (RIETI).
    4. Bahar Kenaroglu, 2003. "Implications of Information Technology in Developing Countries and Its Impact in Organizational Change," STPS Working Papers 0302, STPS - Science and Technology Policy Studies Center, Middle East Technical University, revised Feb 2003.
    5. Erik Brynjolfsson & Andrew McAfee & Michael Sorell & Feng Zhu, 2007. "Scale without mass: business process replication and industry dynamics," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    6. Michael Christensen & Thorbjørn Knudsen, 2006. "Evaluation of Uncertain International Markets The Advantage of Flexible Organization Structures," DRUID Working Papers 06-04, DRUID, Copenhagen Business School, Department of Industrial Economics and Strategy/Aalborg University, Department of Business Studies.
    7. Brad N. Greenwood & Kartik K. Ganju & Corey M. Angst, 2019. "How Does the Implementation of Enterprise Information Systems Affect a Professional’s Mobility? An Empirical Study," Information Systems Research, INFORMS, vol. 30(2), pages 563-594, June.
    8. Christoff Loch, 1995. "Collaboration, Motivation, and the Size of Organizations," Working Papers _005, Xerox Research Park.

  39. Erik Brynjolfsson & Shinkyu Yang, 1997. "Information Technology and Productivity: A Review of the Literature," Working Paper Series 202, MIT Center for Coordination Science.

    Cited by:

    1. Dale W. Jorgenson, 2001. "Information Technology and the U.S. Economy," American Economic Review, American Economic Association, vol. 91(1), pages 1-32, March.
    2. Kevin J. Stiroh & Dale W. Jorgenson, 1999. "Information Technology and Growth," American Economic Review, American Economic Association, vol. 89(2), pages 109-115, May.
    3. José Alberto Bayo-Moriones & Gilberto Carvalho-Vasconcelos & Fernando Lera-López, 2005. "A firm-level analysis of differences between adopters and non-adopters of ICT," ERSA conference papers ersa05p645, European Regional Science Association.
    4. Kevin J. Stiroh, 2001. "Information technology and the U.S. productivity revival: what do the industry data say?," Staff Reports 115, Federal Reserve Bank of New York.
    5. Dunne, Timothy & Foster, Lucia & Haltiwanger, John C. & Troske, Kenneth, 2002. "Wage and Productivity Dispersion in U.S. Manufacturing: The Role of Computer Investment," IZA Discussion Papers 563, Institute of Labor Economics (IZA).
    6. Erik Brynjolfsson & Lorin M. Hitt, 2003. "Computing Productivity: Firm-Level Evidence," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 793-808, November.
    7. Thomas N. Hubbard, 2003. "Information, Decisions, and Productivity: On-Board Computers and Capacity Utilization in Trucking," American Economic Review, American Economic Association, vol. 93(4), pages 1328-1353, September.
    8. Barbara K Atrostic & John Gates & Ron Jarmin, 2000. "Measuring the Electronic Economy: Current Status and Next Steps," Working Papers 00-10, Center for Economic Studies, U.S. Census Bureau.
    9. Kevin J. Stiroh, 2001. "Is IT Driving the U.S. Productivity Revival?," International Productivity Monitor, Centre for the Study of Living Standards, vol. 2, pages 31-36, Spring.
    10. Sang-Yong Lee & Kim Lim, 2006. "The impact of M&A and joint ventures on the value of IT and non-IT firms," Review of Quantitative Finance and Accounting, Springer, vol. 27(2), pages 111-123, September.
    11. Nathalie Greenan & Jacques Mairesse & Agnès Topiol-Bensaid, 2001. "Information Technology and Research and Developement Impacts on Productivity and Skills: Looking for Correlations on French Firm-Level Data," Working Papers hal-02104933, HAL.
    12. Fred V. Carstensen & William F. Lott & Stan McMillen, 2003. "The Economic Impact of Connecticut's Information Technology Industry," CCEA Studies 2003-02, University of Connecticut, Connecticut Center for Economic Analysis.
    13. Even Caroli & John Van Reenen, 1999. "Organization, skill and technology: evidence from a panel of British and French establishments," IFS Working Papers W99/23, Institute for Fiscal Studies.
    14. Johannes Traxler, 1998. "The Internet, industrial location, and geographic markets," ERSA conference papers ersa98p345, European Regional Science Association.
    15. Hannes Leo, 2001. "ICT Investment and Growth of Output and Productivity," WIFO Working Papers 162, WIFO.
    16. Argandoña, Antonio, 2001. "Nueva economía y el crecimiento económico, La," IESE Research Papers D/437, IESE Business School.

  40. Yannis Bakos & Erik Brynjolfsson, 1997. "Bundling Information Goods: Pricing, Profits and Efficiency," Working Paper Series 199, MIT Center for Coordination Science.

    Cited by:

    1. M. van Dijk & R. Nahuis & D. Waagmeester, 2005. "Does Public Service Broadcasting Serve the Public? The Future of Television in the Changing Media Landscape," Working Papers 05-13, Utrecht School of Economics.
    2. Illtae Ahn & Kiho Yoon, 2011. "Competitive mixed bundling of vertically differentiated products," Discussion Paper Series 1101, Institute of Economic Research, Korea University.
    3. Luis Aguiar & Joel Waldfogel, 2015. "Streaming Reaches Flood Stage: Does Spotify Stimulate or Depress Music Sales?," JRC Working Papers on Digital Economy 2015-05, Joint Research Centre.
    4. Mayer, Stefan & Klein, Robert & Seiermann, Stephanie, 2013. "A simulation-based approach to price optimisation of the mixed bundling problem with capacity constraints," International Journal of Production Economics, Elsevier, vol. 145(2), pages 584-598.
    5. Jeon, Doh-Shin & Hurkens, Sjaak & Menicucci, Domenico, 2016. "Leveraging Dominance with Credible Bundling," CEPR Discussion Papers 11304, C.E.P.R. Discussion Papers.
    6. Hart, Sergiu & Nisan, Noam, 2017. "Approximate revenue maximization with multiple items," Journal of Economic Theory, Elsevier, vol. 172(C), pages 313-347.
    7. Hiller R. Scott & Walter Jason M., 2017. "The Rise of Streaming Music and Implications for Music Production," Review of Network Economics, De Gruyter, vol. 16(4), pages 351-385, December.
    8. Esther Gal-Or & Qiaoni Shi, 2022. "Designing Entry Strategies for Subscription Platforms," Management Science, INFORMS, vol. 68(10), pages 7597-7613, October.
    9. Fosfuri, Andrea & Giarratana, Marco S., 2004. "Product strategies and startups' survival in turbulent industries: evidence from the security software industry," DEE - Working Papers. Business Economics. WB wb044816, Universidad Carlos III de Madrid. Departamento de Economía de la Empresa.
    10. Tengfei Guo & Shiquan Zhong & Xuelian Wang & Shoufeng Ma, 2025. "When to Share My First-party Content: the Role of Membership Bundles in Content Platforms," Information Systems Frontiers, Springer, vol. 27(1), pages 301-324, February.
    11. Pierre-Jean Benghozi & Françoise Benhamou, 2021. "Media and the Internet Access Providers in an Era of Convergence," Post-Print halshs-03503861, HAL.
    12. Alexei Alexandrov & Özlem Bedre-Defolie, 2014. "The Equivalence of Bundling and Advance Sales," Marketing Science, INFORMS, vol. 33(2), pages 259-272, March.
    13. Charles Angelucci & Julia Cage & Michael Sinkinson, 2020. "Media Competition and News Diets," Working Papers hal-03393063, HAL.
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  45. Brynjolfsson, Erik. & Hitt, Lorin M., 1994. "Information technology as a factor of production : the role of differences among firms," Working papers 3715-94. CCSTR ; #173., Massachusetts Institute of Technology (MIT), Sloan School of Management.

    Cited by:

    1. Surendra Gera & Wulong Gu, 2004. "The Effect of Organizational Innovation and Information and Communications Technology on Firm Performance," International Productivity Monitor, Centre for the Study of Living Standards, vol. 9, pages 37-51, Fall.
    2. Nathalie Greenan & Jacques Mairesse, 1996. "Computers and Productivity in France: Some Evidence," NBER Working Papers 5836, National Bureau of Economic Research, Inc.
    3. Draca, Mirko & Sadun, Raffaella & Van Reenen, John, 2006. "Productivity and ICT: A Review of the Evidence," LSE Research Online Documents on Economics 4561, London School of Economics and Political Science, LSE Library.
    4. Bayoumi, Tamim & Haacker, Markus, 2002. "It's Not What You Make, It's How You Use IT: Measuring the Welfare Benefits of the IT Revolution Across Countries," CEPR Discussion Papers 3555, C.E.P.R. Discussion Papers.
    5. Hempell, Thomas, 2002. "What's Spurious, What's Real? Measuring the Productivity Impacts of ICT at the Firm-Level," ZEW Discussion Papers 02-42, ZEW - Leibniz Centre for European Economic Research.
    6. Dale W. Jorgenson & Kazuyuki Motohashi, 2003. "Economic Growth of Japan and the United States in the Information Age," Discussion papers 03015, Research Institute of Economy, Trade and Industry (RIETI).
    7. Fallahi, Firouz & Sakineh, Sojoodi & Mehin Aslaninia, Nasim, 2010. "Determinants of Labor Productivity in Iran’s Manufacturing Firms: With Emphasis on Labor Education and Training," MPRA Paper 27447, University Library of Munich, Germany.
    8. Marcello SPANO', 2003. "Productivity shocks and hedging: theory and evidence," Departmental Working Papers 2003-26, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
    9. Sang-Yong Tom Lee & Xiao Jia Guo, 2004. "Information and Communications Technology (ICT) and Spillover: A Panel Analysis," Econometric Society 2004 Far Eastern Meetings 722, Econometric Society.
    10. Irene Bertschek & Ulrich Kaiser, 2004. "Productivity Effects of Organizational Change: Microeconometric Evidence," Management Science, INFORMS, vol. 50(3), pages 394-404, March.
    11. Shane Greenstein, 2000. "Building and Delivering the Virtual World: Commercializing Services for Internet Access," Journal of Industrial Economics, Wiley Blackwell, vol. 48(4), pages 391-411, December.
    12. Philip Marey & Arnaud Dupuy, 2004. "Shifts and Twists in the Relative Productivity of Skilled Labor: Reconciling Accelerated SBTC with the Productivity Slowdown," Econometric Society 2004 North American Summer Meetings 118, Econometric Society.
    13. Mark Rogers & Yi-Ping Tseng, 2000. "Analysing Firm-Level Labour Productivity Using Survey Data," Melbourne Institute Working Paper Series wp2000n10, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    14. Dostie, Benoit & Jayaraman, Rajshri, 2008. "Organizational Redesign, Information Technologies and Workplace Productivity," IZA Discussion Papers 3612, Institute of Labor Economics (IZA).
    15. Dostie, Benoit & Trépanier, Mathieu, 2005. "Returns to Computer Use and Organizational Practices of the Firm," IZA Discussion Papers 1541, Institute of Labor Economics (IZA).
    16. Quatraro, Francesco, 2006. "Computer Equipment as General Purpose Technologies: The Effects on Productivity in the Italian Case, 1995 – 2002," Department of Economics and Statistics Cognetti de Martiis LEI & BRICK - Laboratory of Economics of Innovation "Franco Momigliano", Bureau of Research in Innovation, Complexity and Knowledge, Collegio 200608, University of Turin.
    17. Marina Doroshenko & Kirill Skripkin, 2013. "Developing the National Software Market: Public Policy Alternatives," Foresight and STI Governance (Foresight-Russia till No. 3/2015), National Research University Higher School of Economics, vol. 7(1), pages 44-57.
    18. Kevin J. Stiroh, 2001. "Information technology and the U.S. productivity revival: what do the industry data say?," Staff Reports 115, Federal Reserve Bank of New York.
    19. Robert H. McGuckin & Kevin Stiroh, 2000. "Do Computers Make Output Harder to Measure?," Economics Program Working Papers 00-02, The Conference Board, Economics Program.
    20. van der Wiel, Henry & van Leeuwen, George & Hempell, Thomas, 2004. "ICT, Innovation and Business Performance in Services: Evidence for Germany and the Netherlands," ZEW Discussion Papers 04-06, ZEW - Leibniz Centre for European Economic Research.
    21. Dupuy, Arnaud & Marey, Philip S., 2007. "Shifts and Twists in the Relative Productivity of Skilled Labor," IZA Discussion Papers 2694, Institute of Labor Economics (IZA).
    22. Daniel Wilson, 2004. "IT and Beyond: The Contribution of Heterogenous Capital to Productivity," Working Papers 04-20, Center for Economic Studies, U.S. Census Bureau.
    23. Dale W. Jorgenson & Kazuyuki Motohashi, 2005. "Information Technology and the Japanese Economy," NBER Working Papers 11801, National Bureau of Economic Research, Inc.
    24. Serge Amabile & Martine Gadille, 2006. "Les usages d’Internet : facteurs de compétitivité de la «PME réseau»?," Revue Finance Contrôle Stratégie, revues.org, vol. 9(1), pages 35-57.
    25. Erik Brynjolfsson & Lorin M. Hitt, 2003. "Computing Productivity: Firm-Level Evidence," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 793-808, November.
    26. Zaman, Gheorghe & Goschin, Zizi, 2010. "Technical Change as Exogenous or Endogenous Factor in the Production Function Models. Empirical Evidence from Romania," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(2), pages 29-45, July.
    27. Gianfranco Enrico Atzeni & Oliviero Antonio Carboni, 2005. "ICT productivity and firm propensity to innovative investment: learning effect evidence from italina micro data," Industrial Organization 0503012, University Library of Munich, Germany.
    28. Kazuyuki Motohashi, 2004. "Firm level analysis of information network use and productivity in Japan," Hi-Stat Discussion Paper Series d03-14, Institute of Economic Research, Hitotsubashi University.
    29. Timothy F. Bresnahan & Erik Brynjolfsson & Lorin M. Hitt, 2002. "Information Technology, Workplace Organization, and the Demand for Skilled Labor: Firm-Level Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 339-376.
    30. Jong-Il Kim, 2004. "Information Technology and Firm Performance in Korea," NBER Chapters, in: Growth and Productivity in East Asia, pages 327-350, National Bureau of Economic Research, Inc.
    31. Gianfranco E. Atzeni & OA Carboni, 2006. "Regional Disparity in ICT Adoption: an Empirical Evaluation of The Effects of Subsidies in Italy," Working Paper CRENoS 200608, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    32. Thomas Hempell, 2005. "Does experience matter? innovations and the productivity of information and communication technologies in German services," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(4), pages 277-303.
    33. Nathalie Greenan & Jacques Mairesse & Agnès Topiol-Bensaid, 2001. "Information Technology and Research and Developement Impacts on Productivity and Skills: Looking for Correlations on French Firm-Level Data," Working Papers hal-02104933, HAL.
    34. Mark Doms & Eric J. Bartelsman, 2000. "Understanding Productivity: Lessons from Longitudinal Microdata," Journal of Economic Literature, American Economic Association, vol. 38(3), pages 569-594, September.
    35. Massimiliano Mazzanti & Susanna Mancinelli, 2007. "SME Performance, Innovation and Networking Evidence on Complementarities for a Local Economic System," Working Papers 2007.50, Fondazione Eni Enrico Mattei.
    36. Carolina Castaldi & Giovanni Dosi, 2008. "Technical Change and Economic Growth: Some Lessons from Secular Patterns and Some Conjectures on the Current Impact of ICT Technology," LEM Papers Series 2008/01, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    37. Gianfranco E. Atzeni & OA Carboni, 2001. "The economic effects of information technology: firm level evidence from the italian case," Working Paper CRENoS 200114, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    38. Falk, Martin & Seim, Katja, 1999. "Workers' skill level and information technology: evidence from German service firms," ZEW Discussion Papers 99-14, ZEW - Leibniz Centre for European Economic Research.
    39. George R. G. Clarke, 2002. "Does Internet Connectivity Affect Export Performance?: Evidence from the Transition Economies," WIDER Working Paper Series DP2002-74, World Institute for Development Economic Research (UNU-WIDER).
    40. Henry van der Wiel & George van Leeuwen, 2003. "Do ICT spillovers matter; evidence from Dutch firm-level data," CPB Discussion Paper 26, CPB Netherlands Bureau for Economic Policy Analysis.
    41. Robert H. McGuckin & Kevin Stiroh, 2000. "Computers and Productivity: Are Aggregation Effects Important?," Economics Program Working Papers 00-03, The Conference Board, Economics Program.
    42. Shane M. Greenstein & Mercedes M. Lizardo & Pablo T. Spiller, 1997. "The Evolution of Advanced Large Scale Information Infrastructure in the United States," NBER Working Papers 5929, National Bureau of Economic Research, Inc.
    43. Alan Hughes & Michael S Scott Morton, 2005. "ICT and productivity growth - the paradox resolved?," Working Papers wp316, Centre for Business Research, University of Cambridge.
    44. Tomohiro MACHIKITA & Masatsugu TSUJI & Yasushi UEKI, 2010. "How ICTs Raise Manufacturing Performance: Firm-level Evidence in Southeast Asia," Working Papers DP-2010-07, Economic Research Institute for ASEAN and East Asia (ERIA).

  46. Brynjolfsson, Erik. & Hitt, Lorin M. & Massachusetts Institute of Technology. Industrial Performance Center., 1994. "Computers and economic growth : firm-level evidence," Working papers 3714-94. CISR WP ; no. 27, Massachusetts Institute of Technology (MIT), Sloan School of Management.

    Cited by:

    1. Brynjolfsson, Erik. & Hitt, Lorin M., 1994. "Information technology as a factor of production : the role of differences among firms," Working papers 3715-94. CCSTR ; #173., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    2. Edward N. Wolff, 2002. "Productivity, computerization, and skill change," Economic Review, Federal Reserve Bank of Atlanta, vol. 87(Q3), pages 63-87.
    3. Jeremy Greenwood, 1999. "The Third Industrial Revolution," Economic Review, Federal Reserve Bank of Cleveland, issue Q II, pages 2-12.

  47. Erik Brynjolfsson, 1994. "Some Estimates of the Contribution of Information Technology to Consumer Welfare," Working Paper Series 161, MIT Center for Coordination Science.

    Cited by:

    1. Luis Suarez-Villa & Wallace Walrod, 1997. "Operational Strategy, R&D and Intra-metropolitan Clustering in a Polycentric Structure: The Advanced Electronics Industries of the Los Angeles Basin," Urban Studies, Urban Studies Journal Limited, vol. 34(9), pages 1343-1380, August.
    2. Bayoumi, Tamim & Haacker, Markus, 2002. "It's Not What You Make, It's How You Use IT: Measuring the Welfare Benefits of the IT Revolution Across Countries," CEPR Discussion Papers 3555, C.E.P.R. Discussion Papers.
    3. Alexandru-Ioan Stan, 2018. "Computational speed and high-frequency trading profitability: an ecological perspective," Electronic Markets, Springer;IIM University of St. Gallen, vol. 28(3), pages 381-395, August.
    4. Bedi, Arjun S., 1999. "The Role of Information and Communication Technologies in Economic Development: A Partial Survey," Discussion Papers 279848, University of Bonn, Center for Development Research (ZEF).

  48. Brynjolfsson, Erik. & Hitt, Lorin M., 1993. "New Evidence on the returns of information systems," Working papers 162. Working paper (Sloan, Massachusetts Institute of Technology (MIT), Sloan School of Management.

    Cited by:

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    Cited by:

    1. Bakos, J. Yannis & Brynjolfsson, Erik., 1992. "Why information technology hasn't increased the optimal number of suppliers," Working papers 3472-92. CCSTR ; #135., Massachusetts Institute of Technology (MIT), Sloan School of Management.

  51. Brynjolfsson, Erik., 1993. "Information technology and the 'new managerial work'," Working papers 3563-93., Massachusetts Institute of Technology (MIT), Sloan School of Management.

    Cited by:

    1. Erik Brynjolffson, 1991. "An Incomplete Contracts Theory of Information, Technology and Organization," Working Paper Series 126, MIT Center for Coordination Science.
    2. Bakos, J. Yannis. & Brynjolfsson, Erik., 1993. "When quality matters : information technology and buyer-supplier relationships," Working papers 140. Working paper (Sloan, Massachusetts Institute of Technology (MIT), Sloan School of Management.

  52. Bakos, J. Yannis & Brynjolfsson, Erik., 1992. "Why information technology hasn't increased the optimal number of suppliers," Working papers 3472-92. CCSTR ; #135., Massachusetts Institute of Technology (MIT), Sloan School of Management.

    Cited by:

    1. Klein, Stefan, 1995. "The impact of public policy on the diffusion and implementation of EDI: An evaluation of the TEDIS programme," Information Economics and Policy, Elsevier, vol. 7(2), pages 147-181, June.
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  53. Brynjolfsson, Erik., 1991. "The productivity of information technology : review and assessment," Working papers #125. Working paper (Sloa, Massachusetts Institute of Technology (MIT), Sloan School of Management.

    Cited by:

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  54. Erik J. Brynjolfsson & Thomas Malone & Vijay Gurbaxani & Ajit Kambil, 1991. "Does Information Technology Lead to Smaller Firms?," Working Paper Series 123, MIT Center for Coordination Science.

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    92. Michael Reinhard, 2003. "E-Business: Ökonomische Strategien und Wirkungen der industriellen Anwendung der Internettechnologie," ifo Schnelldienst, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 56(06), pages 16-27, March.
    93. Timothy Van Zandt & Roy Radner, 1998. "Real-Time Decentralized Information Processing and Returns to Scale," Discussion Papers 1233, Northwestern University, Center for Mathematical Studies in Economics and Management Science.
    94. Maarten Goos & Melanie Arntz & Ulrich Zierahn & Terry Gregory & Stephanie Carretero Gomez & Ignacio Gonzalez Vazquez & Koen Jonkers, 2019. "The Impact of Technological Innovation on the Future of Work," JRC Working Papers on Labour, Education and Technology 2019-03, Joint Research Centre.
    95. Konings, Jozef & Dhyne, Emmanuel & Van den bosch, Jeroen & ,, 2018. "The Return on Information Technology: Who Benefits Most?," CEPR Discussion Papers 13246, C.E.P.R. Discussion Papers.
    96. Sinan Aral & Peter Weill, 2007. "IT Assets, Organizational Capabilities, and Firm Performance: How Resource Allocations and Organizational Differences Explain Performance Variation," Organization Science, INFORMS, vol. 18(5), pages 763-780, October.
    97. Subramanian Rangan & Metin Sengul, 2009. "Information technology and transnational integration: Theory and evidence on the evolution of the modern multinational enterprise," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 40(9), pages 1496-1514, December.
    98. Alain Pinsonneault & Kenneth L. Kraemer, 2002. "Exploring the Role of Information Technology in Organizational Downsizing: A Tale of Two American Cities," Organization Science, INFORMS, vol. 13(2), pages 191-208, April.
    99. Hunter, Starling David, 2003. "Same Technology, Different Outcome? Lessons on Dummy Variables & Dependent Variable Transformations," Working papers 4308-03, Massachusetts Institute of Technology (MIT), Sloan School of Management.
    100. Vladimir Sulov, 2006. "Virtualization of Information Systems in Conditions of Globalization," Economic Studies journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 2, pages 120-142.
    101. Bakos, J. Yannis. & Brynjolfsson, Erik., 1993. "When quality matters : information technology and buyer-supplier relationships," Working papers 140. Working paper (Sloan, Massachusetts Institute of Technology (MIT), Sloan School of Management.
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    104. Liu, Shasha & Jin, Yifan & Kong, Dongmin, 2024. "Enterprise digital transformation and return comovement of business groups," Pacific-Basin Finance Journal, Elsevier, vol. 88(C).
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    106. Min-Seok Pang & Ali Tafti & M. S. Krishnan, 2016. "Do CIO IT Budgets Explain Bigger or Smaller Governments? Theory and Evidence from U.S. State Governments," Management Science, INFORMS, vol. 62(4), pages 1020-1041, April.
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    112. Todd R. Zenger & Sergio G. Lazzarini, 2004. "Compensating for innovation: Do small firms offer high-powered incentives that lure talent and motivate effort?," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 25(6-7), pages 329-345.
    113. Danielle Galliano & Pascale Roux & Maryline Filippi, 2001. "Organisational and Spatial Determinants of ICT Adoption: The Case of French Industrial Firms," Environment and Planning A, , vol. 33(9), pages 1643-1663, September.
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    Cited by:

    1. Van Alstyne, Marshall W. (Marshall Ware) & Brynjolfsson, Erik. & Madnick, Stuart E., 2003. "Why not one big database? : principles for data ownership," Working papers #94-03, Massachusetts Institute of Technology (MIT), Sloan School of Management.
    2. Traxler, Johannes, 1999. "From the Space of Flows to a New Business Geography: The Internet, Firm Location, and Clustering," ERSA conference papers ersa99pa125, European Regional Science Association.
    3. Marshall Van Alstyne & Erik Brynjolfsson & Stuart Madnick, 1993. "Ownership Principles for Distributed Database Design," Working Paper Series 142, MIT Center for Coordination Science.
    4. Johannes Traxler, 1998. "The Internet, industrial location, and geographic markets," ERSA conference papers ersa98p345, European Regional Science Association.

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    Cited by:

    1. Rao, P. M., 2001. "The ICT revolution, internationalization of technological activity, and the emerging economies: implications for global marketing," International Business Review, Elsevier, vol. 10(5), pages 571-596, October.
    2. Glazer, Amihai, 2004. "Motivating devoted workers," International Journal of Industrial Organization, Elsevier, vol. 22(3), pages 427-440, March.
    3. Erik Brynjolffson, 1991. "An Incomplete Contracts Theory of Information, Technology and Organization," Working Paper Series 126, MIT Center for Coordination Science.

Articles

  1. Sagit Bar-Gill & Erik Brynjolfsson & Nir Hak, 2024. "Helping Small Businesses Become More Data-Driven: A Field Experiment on eBay," Management Science, INFORMS, vol. 70(11), pages 7345-7372, November.
    See citations under working paper version above.
  2. Chiara Farronato & Andrey Fradkin & Bradley J. Larsen & Erik Brynjolfsson, 2024. "Consumer Protection in an Online World: An Analysis of Occupational Licensing," American Economic Journal: Applied Economics, American Economic Association, vol. 16(3), pages 549-579, July.
    See citations under working paper version above.
  3. Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Kroff & Emin Dinlersoz & Lucia Foster & Nikolas Zolas, 2024. "AI adoption in America: Who, what, and where," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 33(2), pages 375-415, March.
    See citations under working paper version above.
  4. Wajeeha Ahmad & Ananya Sen & Charles Eesley & Erik Brynjolfsson, 2024. "Companies inadvertently fund online misinformation despite consumer backlash," Nature, Nature, vol. 630(8015), pages 123-131, June.

    Cited by:

    1. Beknazar-Yuzbashev, George & Jiménez-Durán, Rafael & McCrosky, Jesse & Stalinski, Mateusz, 2025. "Toxic Content and User Engagement on Social Media: Evidence from a Field Experiment," CAGE Online Working Paper Series 741, Competitive Advantage in the Global Economy (CAGE).
    2. Beknazar-Yuzbashev, George & Jiménez-Durán, Rafael & McCrosky, Jesse & Stalinski, Mateusz, 2025. "Toxic Content and User Engagement on Social Media : Evidence from a Field Experiment," The Warwick Economics Research Paper Series (TWERPS) 1543, University of Warwick, Department of Economics.
    3. George Beknazar-Yuzbashev & Rafael Jiménez-Durán & Jesse McCrosky & Mateusz Stalinski, 2025. "Toxic Content and User Engagement on Social Media: Evidence from a Field Experiment," CESifo Working Paper Series 11644, CESifo.

  5. Erik Brynjolfsson & Catherine Buffington & Nathan Goldschlag & J. Frank Li & Javier Miranda & Robert Seamans, 2023. "Robot Hubs: The Skewed Distribution of Robots in US Manufacturing," AEA Papers and Proceedings, American Economic Association, vol. 113, pages 215-218, May.

    Cited by:

    1. Deng, Liuchun & Müller, Steffen & Plümpe, Verena & Stegmaier, Jens, 2023. "Robots, Occupations, and Worker Age: A Production-Unit Analysis of Employment," IZA Discussion Papers 16128, Institute of Labor Economics (IZA).

  6. Erik Brynjolfsson & Daniel Rock & Chad Syverson, 2021. "The Productivity J-Curve: How Intangibles Complement General Purpose Technologies," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(1), pages 333-372, January.
    See citations under working paper version above.
  7. Meng Liu & Erik Brynjolfsson & Jason Dowlatabadi, 2021. "Do Digital Platforms Reduce Moral Hazard? The Case of Uber and Taxis," Management Science, INFORMS, vol. 67(8), pages 4665-4685, August.
    See citations under working paper version above.
  8. Erik Brynjolfsson & Wang Jin & Kristina McElheran, 2021. "The power of prediction: predictive analytics, workplace complements, and business performance," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 56(4), pages 217-239, October.

    Cited by:

    1. Charles Hoffreumon & Chris CM Forman & Nicolas van Zeebroeck, 2023. "Make or Buy your Artificial Intelligence? Complementarities in Technology Sourcing," Working Papers TIMES² 2023-69, ULB -- Universite Libre de Bruxelles.
    2. Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Kroff & Emin Dinlersoz & Lucia S. Foster & Nikolas Zolas, 2023. "AI Adoption in America: Who, What, and Where," NBER Working Papers 31788, National Bureau of Economic Research, Inc.
    3. Daron Acemoglu & Gary Anderson & David Beede & Catherine Buffington & Eric Childress & Emin Dinlersoz & Lucia Foster & Nathan Goldschlag & John Haltiwanger & Zachary Kroff & Pascual Restrepo & Nikolas, 2022. "Automation and the Workforce: A Firm-Level View from the 2019 Annual Business Survey," Working Papers 22-12, Center for Economic Studies, U.S. Census Bureau.
    4. Diane Coyle & Luca Gamberi, 2024. "A real options approach to data valuation," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 59(4), pages 227-234, October.
    5. Rademakers Emilie & Zierahn-Weilage Ulrich, 2024. "New Technologies: End of Work or Structural Change?," The Economists' Voice, De Gruyter, vol. 21(2), pages 335-344.
    6. Erdem Dogukan Yilmaz & Christian Peukert, 2024. "Who Benefits from AI? Project-Level Evidence on Labor Demand, Operations and Profitability," CESifo Working Paper Series 11321, CESifo.
    7. Zongyuan Liu & Harcharanjit Singh Mahinder Singh & Fatema Al Shibli, 2025. "What is a recognized mechanism for transforming big data analytics into firm performance? A meta-analysis from cultural view," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-20, December.
    8. Michael A. Levin & John T. Gironda, 2023. "New frontiers in forecasting, predicting, and explaining: an introduction to the special issue," Journal of Marketing Analytics, Palgrave Macmillan, vol. 11(4), pages 559-560, December.
    9. Rodepeter, Elisa & Gschnaidtner, Christoph & Hottenrott, Hanna, 2024. "Big Data and Start-up Performance," VfS Annual Conference 2024 (Berlin): Upcoming Labor Market Challenges 302358, Verein für Socialpolitik / German Economic Association.
    10. Ruyu Chen & Natarajan Balasubramanian & Chris Forman, 2024. "How does worker mobility affect business adoption of a new technology? The case of machine learning," Strategic Management Journal, Wiley Blackwell, vol. 45(8), pages 1510-1538, August.
    11. Flavio Calvino & Luca Fontanelli, 2025. "Decoding AI: Nine facts about how firms use artificial intelligence in France," LEM Papers Series 2025/13, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    12. Jaccoud, Florencia, 2025. "Robots & AI Exposure and Wage Inequality," MERIT Working Papers 2025-013, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    13. Ricardo Costa-Climent & Samuel Ribeiro Navarrete & Darek M. Haftor & Marcin W. Staniewski, 2024. "Value creation and appropriation from the use of machine learning: a study of start-ups using fuzzy-set qualitative comparative analysis," International Entrepreneurship and Management Journal, Springer, vol. 20(2), pages 935-967, June.
    14. Erik Brynjolfsson & Catherine Buffington & Nathan Goldschlag & J. Frank Li & Javier Miranda & Robert Seamans, 2023. "The Characteristics and Geographic Distribution of Robot Hubs in U.S. Manufacturing Establishments," Jena Economics Research Papers 2023-014, Friedrich-Schiller-University Jena.
    15. Diane Coyle & Annabel Manley, 2024. "What is the value of data? A review of empirical methods," Journal of Economic Surveys, Wiley Blackwell, vol. 38(4), pages 1317-1337, September.
    16. Erling Barth & James C. Davis & Richard B. Freeman & Kristina McElheran, 2020. "Twisting the Demand Curve: Digitalization and the Older Workforce," NBER Working Papers 28094, National Bureau of Economic Research, Inc.
    17. Felipe A. Csaszar & Harsh Ketkar & Hyunjin Kim, 2024. "Artificial Intelligence and Strategic Decision-Making: Evidence from Entrepreneurs and Investors," Papers 2408.08811, arXiv.org.
    18. Chee Sun Lee & Peck Yeng Sharon Cheang & Massoud Moslehpour, 2022. "Predictive Analytics in Business Analytics: Decision Tree," Advances in Decision Sciences, Asia University, Taiwan, vol. 26(1), pages 1-30, March.
    19. Torrent-Sellens, Joan, 2024. "Digital transition, data-and-tasks crowd-based economy, and the shared social progress: Unveiling a new political economy from a European perspective," Technology in Society, Elsevier, vol. 79(C).
    20. Sobrie, Léon & Verschelde, Marijn & Hennebel, Veerle & Roets, Bart, 2023. "Capturing complexity over space and time via deep learning: An application to real-time delay prediction in railways," European Journal of Operational Research, Elsevier, vol. 310(3), pages 1201-1217.
    21. Stefan Schweikl & Robert Obermaier, 2023. "Lost in translation: IT business value research and resource complementarity—an integrative framework, shortcomings and future research directions," Management Review Quarterly, Springer, vol. 73(4), pages 1713-1749, December.
    22. Bokrantz, Jon & Skoogh, Anders, 2023. "Adoption patterns and performance implications of Smart Maintenance," International Journal of Production Economics, Elsevier, vol. 256(C).
    23. Flavio Calvino & Luca Fontanelli, 2024. "AI Users Are Not All Alike: The Characteristics of French Firms Buying and Developing AI," CESifo Working Paper Series 11466, CESifo.
    24. Sam Ruiqing Cao & Marco Iansiti, 2022. "Organizational Barriers to Transforming Large Finance Corporations: Cloud Adoption and the Importance of Technological Architecture," CESifo Working Paper Series 10142, CESifo.

  9. Erik Brynjolfsson & Avinash Collis & W. Erwin Diewert & Felix Eggers & Kevin J. Fox, 2020. "Measuring the Impact of Free Goods on Real Household Consumption," AEA Papers and Proceedings, American Economic Association, vol. 110, pages 25-30, May.
    See citations under working paper version above.
  10. Erik Brynjolfsson & Xiang Hui & Meng Liu, 2019. "Does Machine Translation Affect International Trade? Evidence from a Large Digital Platform," Management Science, INFORMS, vol. 65(12), pages 5449-5460, December.
    See citations under working paper version above.
  11. Erik Brynjolfsson & Avinash Collis & Felix Eggers, 2019. "Using massive online choice experiments to measure changes in well-being," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 116(15), pages 7250-7255, April.
    See citations under working paper version above.
  12. Morgan R. Frank & David Autor & James E. Bessen & Erik Brynjolfsson & Manuel Cebrian & David J. Deming & Maryann Feldman & Matthew Groh & José Lobo & Esteban Moro & Dashun Wang & Hyejin Youn & Iyad Ra, 2019. "Toward understanding the impact of artificial intelligence on labor," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 116(14), pages 6531-6539, April.

    Cited by:

    1. Azar, José & Alekseeva, Liudmila & Gine, Mireia & Samila, Sampsa & Taska, Bledi, 2020. "The Demand for AI Skills in the Labor Market," CEPR Discussion Papers 14320, C.E.P.R. Discussion Papers.
    2. Wang, Yafei & Zhao, Zihan & Liu, Jing & Bai, Ying & Tan, Zhixiong, 2024. "Mechanisms and effect assessment of smart city policy pilots on employment resilience: Empirical evidence based on 275 sample cities in China," Economic Analysis and Policy, Elsevier, vol. 83(C), pages 631-651.
    3. DUCH BROWN Nestor & GOMEZ-HERRERA Estrella & MUELLER-LANGER Frank & TOLAN Songul, 2022. "Market Power and Artificial Intelligence Work on Online Labour Markets," JRC Working Papers on Digital Economy 2021-10, Joint Research Centre.
    4. Kelsey Cotton & Anna-Kaisa Kaila & Petra Jääskeläinen & André Holzapfel & Kıvanç Tatar, 2025. "Imploding between the facts and concerns: analysing human–AI musical interaction," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-20, December.
    5. Marius Faber & Andrés P. Sarto & Marco Tabellini, 2022. "Local Shocks and Internal Migration: The Disparate Effects of Robots and Chinese Imports in the US," NBER Working Papers 30048, National Bureau of Economic Research, Inc.
    6. Podobnik, Boris & Christopher Crawford, G. & Lichtenstein, Benyamin & Lipic, Tomislav & Wild, Dorian & Zhang, Xin & Stanley, H. Eugene, 2020. "The new wealth of nations: How STEM fields generate the prosperity and inequality of individuals, companies, and countries," Chaos, Solitons & Fractals, Elsevier, vol. 141(C).
    7. László Czaller & Rikard Eriksson & Author-Name:Balázs Lengyel, 2020. "Automation risk along individual careers: static and dynamic upgrades in cities," CERS-IE WORKING PAPERS 2030, Institute of Economics, Centre for Economic and Regional Studies.
    8. Benjamin Meindl & Morgan R. Frank & Joana Mendonc{c}a, 2021. "Exposure of occupations to technologies of the fourth industrial revolution," Papers 2110.13317, arXiv.org.
    9. Zarges, Lara & Garnitz, Johanna & von Maltzan, Annette & Wohlrabe, Klaus, 2023. "Der Investitionsstandort Deutschland aus Sicht der Familienunternehmen: Jahresmonitor der Stiftung Familienunternehmen," Studien, Stiftung Familienunternehmen / Foundation for Family Businesses, number 281020.
    10. Niccolo Pescetelli, 2021. "A Brief Taxonomy of Hybrid Intelligence," Forecasting, MDPI, vol. 3(3), pages 1-11, September.
    11. Seong-Uk Baek & Jin-Ha Yoon & Jong-Uk Won, 2022. "Association between Workers’ Anxiety over Technological Automation and Sleep Disturbance: Results from a Nationally Representative Survey," IJERPH, MDPI, vol. 19(16), pages 1-12, August.
    12. Montobbio, Fabio & Staccioli, Jacopo & Virgillito, Maria Enrica & Vivarelli, Marco, 2020. "Robots and the origin of their labour-saving impact," MERIT Working Papers 2020-007, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    13. Podobnik, Boris & Dabić, Marina & Wild, Dorian & Di Matteo, Tiziana, 2023. "The impact of STEM on the growth of wealth at varying scales, ranging from individuals to firms and countries: The performance of STEM firms during the pandemic across different markets," Technology in Society, Elsevier, vol. 72(C).
    14. Xie, Mengmeng & Ding, Lin & Xia, Yan & Guo, Jianfeng & Pan, Jiaofeng & Wang, Huijuan, 2021. "Does artificial intelligence affect the pattern of skill demand? Evidence from Chinese manufacturing firms," Economic Modelling, Elsevier, vol. 96(C), pages 295-309.
    15. Alekseeva, Liudmila & Azar, José & Giné, Mireia & Samila, Sampsa & Taska, Bledi, 2021. "The demand for AI skills in the labor market," Labour Economics, Elsevier, vol. 71(C).
    16. Marco Capasso & Michael Spjelkavik Mark, 2021. "The Evolving Economic Employment of ICT Education: The Case of Norway," Sustainability, MDPI, vol. 13(15), pages 1-18, July.
    17. Jean-Philippe Deranty & Thomas Corbin, 2022. "Artificial Intelligence and work: a critical review of recent research from the social sciences," Papers 2204.00419, arXiv.org.
    18. Dosi, G. & Piva, M. & Virgillito, M.E. & Vivarelli, M., 2021. "Embodied and disembodied technological change: The sectoral patterns of job-creation and job-destruction," Research Policy, Elsevier, vol. 50(4).
    19. Ivanov, Stanislav Hristov & Kuyumdzhiev, Mihail & Webster, Craig, 2020. "Automation fears: drivers and solutions," SocArXiv jze3u, Center for Open Science.
    20. Ion MOLDOVEANU, 2022. "Managing the Impact of Digital Transformation on the Future of Jobs. A Sectoral Approach. A Semi-Systematic Literature Review," REVISTA DE MANAGEMENT COMPARAT INTERNATIONAL/REVIEW OF INTERNATIONAL COMPARATIVE MANAGEMENT, Faculty of Management, Academy of Economic Studies, Bucharest, Romania, vol. 23(3), pages 439-453, July.
    21. Zhu, Jun & Zhang, Jingting & Feng, Yiqing, 2022. "Hard budget constraints and artificial intelligence technology," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    22. Henrik Schwabe & Fulvio Castellacci, 2020. "Automation, workers’ skills and job satisfaction," Working Papers on Innovation Studies 20200526, Centre for Technology, Innovation and Culture, University of Oslo.
    23. Nik Dawson & Marian-Andrei Rizoiu & Benjamin Johnston & Mary-Anne Williams, 2020. "Predicting Skill Shortages in Labor Markets: A Machine Learning Approach," Papers 2004.01311, arXiv.org, revised Aug 2020.
    24. Prithwiraj Choudhury & Evan Starr & Rajshree Agarwal, 2020. "Machine learning and human capital complementarities: Experimental evidence on bias mitigation," Strategic Management Journal, Wiley Blackwell, vol. 41(8), pages 1381-1411, August.
    25. Fossen, Frank M. & Sorgner, Alina, 2022. "New digital technologies and heterogeneous wage and employment dynamics in the United States: Evidence from individual-level data," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    26. Thordur Vikingur Fridgeirsson & Helgi Thor Ingason & Haukur Ingi Jonasson & Hildur Jonsdottir, 2021. "An Authoritative Study on the Near Future Effect of Artificial Intelligence on Project Management Knowledge Areas," Sustainability, MDPI, vol. 13(4), pages 1-20, February.
    27. Lyu, Wenjing & Liu, Jin, 2021. "Soft skills, hard skills: What matters most? Evidence from job postings," Applied Energy, Elsevier, vol. 300(C).
    28. Wang, Changlin & Jiao, Du, 2025. "Impact of artificial intelligence on the labor income distribution: Labor substitution or production upgrading?," Finance Research Letters, Elsevier, vol. 73(C).
    29. Ballestar, María Teresa & Díaz-Chao, Ángel & Sainz, Jorge & Torrent-Sellens, Joan, 2021. "Impact of robotics on manufacturing: A longitudinal machine learning perspective," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    30. Elina Makela & Fabian Stephany, 2024. "Complement or substitute? How AI increases the demand for human skills," Papers 2412.19754, arXiv.org, revised Feb 2025.
    31. David Klenert & Enrique Fernández-Macías & José-Ignacio Antón, 2023. "Do robots really destroy jobs? Evidence from Europe," Economic and Industrial Democracy, Department of Economic History, Uppsala University, Sweden, vol. 44(1), pages 280-316, February.
    32. Silvia Maja Melzer & Martin Diewald, 2020. "How Individual Involvement with Digitalized Work and Digitalization at the Workplace Level Impacts Supervisory and Coworker Bullying in German Workplaces," Social Sciences, MDPI, vol. 9(9), pages 1-21, September.
    33. Zhang, Zhenhua & Zhang, Yunpeng & Wu, Huangbin & Song, Shunfeng & Pan, Yuxi & Feng, Yanchao, 2024. "Dual effects of automation on economy and environment: Evidence from A-share listed enterprises in China," China Economic Review, Elsevier, vol. 88(C).
    34. Gruetzemacher, Ross & Paradice, David & Lee, Kang Bok, 2020. "Forecasting extreme labor displacement: A survey of AI practitioners," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    35. Lee, Chien-Chiang & Yan, Jingyang & Wang, Fuhao, 2024. "Impact of population aging on food security in the context of artificial intelligence: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
    36. Malin Song & Heting Pan & Zhiyang Shen & Kristine Tamayo-Verleene, 2024. "Assessing the influence of artificial intelligence on the energy efficiency for sustainable ecological products value," Post-Print hal-04552684, HAL.
    37. Kądzielawski Grzegorz, 2023. "The state of development of artificial intelligence in polish industry: opinions of employees," International Journal of Contemporary Management, Sciendo, vol. 59(1), pages 12-25, March.
    38. Marjit, Sugata & Das, Gouranga G., 2023. "Finance, Trade, Man and Machines: A New-Ricardian Heckscher-Ohlin-Samuelson Model," GLO Discussion Paper Series 1218, Global Labor Organization (GLO).
    39. Stephany, Fabian & Teutloff, Ole, 2024. "What is the price of a skill? The value of complementarity," Research Policy, Elsevier, vol. 53(1).
    40. Dehu Yin & Xi Zhang & Hongke Zhao & Li Tang, 2024. "Predicting scholar potential: a deep learning model on social capital features," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(12), pages 7851-7879, December.
    41. Nazareno, Luísa & Schiff, Daniel S., 2021. "The impact of automation and artificial intelligence on worker well-being," Technology in Society, Elsevier, vol. 67(C).
    42. Carbonero, Francesco & Scicchitano, Sergio, 2021. "Labour and technology at the time of Covid-19. Can artificial intelligence mitigate the need for proximity?," GLO Discussion Paper Series 765, Global Labor Organization (GLO).
    43. Anya Johnson & Shanta Dey & Helena Nguyen & Markus Groth & Sadhbh Joyce & Leona Tan & Nicholas Glozier & Samuel B Harvey, 2020. "A review and agenda for examining how technology-driven changes at work will impact workplace mental health and employee well-being," Australian Journal of Management, Australian School of Business, vol. 45(3), pages 402-424, August.
    44. Liu, Shu & Wu, Yuting & Yin, Xiaobo & Wu, Bin, 2023. "Digital transformation and labour investment efficiency: Heterogeneity across the enterprise life cycle," Finance Research Letters, Elsevier, vol. 58(PC).
    45. Valeria Cirillo & Andrea Mina & Andrea Ricci, 2024. "Digital Technologies, Labor market flows and Training: Evidence from Italian employer-employee data," LEM Papers Series 2024/22, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    46. Cebreros Alfonso & Heffner-Rodríguez Aldo & Livas René & Puggioni Daniela, 2020. "Automation Technologies and Employment at Risk: The Case of Mexico," Working Papers 2020-04, Banco de México.
    47. Roberto Antonietti & Luca Cattani & Francesca Gambarotto & Giulio Pedrini, 2021. "Education, routine, and complexity-biased Knowledge Enabling Technologies: Evidence from Emilia-Romagna, Italy," Discussion Paper series in Regional Science & Economic Geography 2021-07, Gran Sasso Science Institute, Social Sciences, revised May 2021.
    48. Ed Felten & Manav Raj & Robert Seamans, 2023. "How will Language Modelers like ChatGPT Affect Occupations and Industries?," Papers 2303.01157, arXiv.org, revised Mar 2023.
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    Cited by:

    1. Dietlmeier, Simon Frederic, 2024. "Industrial Policy for Emerging Technologies: The Case of Narrow AI and the Manufacturing Value Chain as Blueprint for the Industrial Metaverse," MPRA Paper 121183, University Library of Munich, Germany.
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    5. Genz, Sabrina & Gregory, Terry & Janser, Markus & Lehmer, Florian & Matthes, Britta, 2021. "How Do Workers Adjust When Firms Adopt New Technologies?," IZA Discussion Papers 14626, Institute of Labor Economics (IZA).
    6. Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Kroff & Emin Dinlersoz & Lucia S. Foster & Nikolas Zolas, 2023. "AI Adoption in America: Who, What, and Where," NBER Working Papers 31788, National Bureau of Economic Research, Inc.
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    113. Zhang, Xinchun & Sun, Murong & Liu, Jianxu & Xu, Aijia, 2024. "The nexus between industrial robot and employment in China: The effects of technology substitution and technology creation," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
    114. Wafa’a Ta’an & Sadeq Damrah & Mohammed M Al-Hammouri & Brett Williams, 2025. "Professional identity and its relationships with AI readiness and interprofessional collaboration," PLOS ONE, Public Library of Science, vol. 20(5), pages 1-11, May.
    115. Ed Felten & Manav Raj & Robert Seamans, 2023. "How will Language Modelers like ChatGPT Affect Occupations and Industries?," Papers 2303.01157, arXiv.org, revised Mar 2023.
    116. Anuraag Singh & Giorgio Triulzi & Christopher L. Magee, 2020. "Technological improvement rate estimates for all technologies: Use of patent data and an extended domain description," Papers 2004.13919, arXiv.org.
    117. Francesco Carbonero & Jeremy Davies & Ekkehard Ernst & Frank M. Fossen & Daniel Samaan & Alina Sorgner, 2023. "The impact of artificial intelligence on labor markets in developing countries: a new method with an illustration for Lao PDR and urban Viet Nam," Journal of Evolutionary Economics, Springer, vol. 33(3), pages 707-736, July.
    118. George Amoako & Paul Omari & Desmond K. Kumi & George Cudjoe Agbemabiase & George Asamoah, 2021. "Conceptual Framework—Artificial Intelligence and Better Entrepreneurial Decision-Making: The Influence of Customer Preference, Industry Benchmark, and Employee Involvement in an Emerging Market," JRFM, MDPI, vol. 14(12), pages 1-20, December.
    119. Morgan R. Frank, 2023. "Brief for the Canada House of Commons Study on the Implications of Artificial Intelligence Technologies for the Canadian Labor Force: Generative Artificial Intelligence Shatters Models of AI and Labor," Papers 2311.03595, arXiv.org.
    120. Makridis, Christos A. & Han, Joo Hun, 2021. "Future of work and employee empowerment and satisfaction: Evidence from a decade of technological change," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    121. Fossen, Frank M. & Sorgner, Alina, 2021. "Digitalization of work and entry into entrepreneurship," Journal of Business Research, Elsevier, vol. 125(C), pages 548-563.
    122. Bertin Martens & Songul Tolan, 2018. "Will this time be different? A review of the literature on the Impact of Artificial Intelligence on Employment, Incomes and Growth," JRC Working Papers on Digital Economy 2018-08, Joint Research Centre.
    123. Fossen, Frank M. & Sorgner, Alina, 2019. "New Digital Technologies and Heterogeneous Employment and Wage Dynamics in the United States: Evidence from Individual-Level Data," IZA Discussion Papers 12242, Institute of Labor Economics (IZA).
    124. Innocenti, Stefania & Golin, Marta, 2022. "Human capital investment and perceived automation risks: Evidence from 16 countries," Journal of Economic Behavior & Organization, Elsevier, vol. 195(C), pages 27-41.
    125. Seth G. Benzell & Erik Brynjolfsson, 2019. "Digital Abundance and Scarce Genius: Implications for Wages, Interest Rates, and Growth," NBER Working Papers 25585, National Bureau of Economic Research, Inc.
    126. Tania Babina & Anastassia Fedyk & Alex X. He & James Hodson, 2023. "Firm Investments in Artificial Intelligence Technologies and Changes in Workforce Composition," NBER Chapters, in: Technology, Productivity, and Economic Growth, National Bureau of Economic Research, Inc.
    127. Venkat Ram Reddy Ganuthula & Krishna Kumar Balaraman, 2025. "The Paradox of Professional Input: How Expert Collaboration with AI Systems Shapes Their Future Value," Papers 2504.12654, arXiv.org.
    128. Tanvir Ahmed Khan, 2023. "Can Unbiased Predictive AI Amplify Bias?," Working Paper 1510, Economics Department, Queen's University.
    129. Neumann, Uwe, 2020. "Lebenslanges Lernen als Standortfaktor? Weiterbildungschancen im Vergleich der deutschen Bundesländer," RWI Materialien 138, RWI - Leibniz-Institut für Wirtschaftsforschung.
    130. Helena Corrales-Herrero & Beatriz Rodríguez-Prado, 2024. "Mapping the Occupations of Recent Graduates. The Role of Academic Background in the Digital Era," Research in Higher Education, Springer;Association for Institutional Research, vol. 65(8), pages 1853-1882, December.
    131. Christelle Khalaf & Gilbert Michaud & G. Jason Jolley, 2023. "Predicting declining and growing occupations using supervised machine learning," Journal of Computational Social Science, Springer, vol. 6(2), pages 757-780, October.
    132. Singh, Anuraag & Triulzi, Giorgio & Magee, Christopher L., 2021. "Technological improvement rate predictions for all technologies: Use of patent data and an extended domain description," Research Policy, Elsevier, vol. 50(9).
    133. Grimm, Felix, 2024. "Digital Technologies, Job Quality and Employer-provided Training," VfS Annual Conference 2024 (Berlin): Upcoming Labor Market Challenges 302402, Verein für Socialpolitik / German Economic Association.
    134. Yonghun Jung & Seong-Hoon Lee & Jong Kook Shin, 2025. "Automation & the Future of Work: When Artificial Intelligence Meets Schumpeterian Innovators," Korean Economic Review, Korean Economic Association, vol. 41, pages 5-41.
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  15. Erik Brynjolfsson & Felix Eggers & Avinash Gannamaneni, 2018. "Measuring Welfare with Massive Online Choice Experiments: A Brief Introduction," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 473-476, May.

    Cited by:

    1. Erik Brynjolfsson & Daniel Rock & Chad Syverson, 2021. "The Productivity J-Curve: How Intangibles Complement General Purpose Technologies," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(1), pages 333-372, January.
    2. Edquist, Harald & Goodridge, Peter & Haskel, Jonathan, 2020. "The economic impact of streaming beyond GDP," ITS Conference, Online Event 2020 224851, International Telecommunications Society (ITS).
    3. Sobolewski, Maciej, 2021. "Measuring consumer well-being from using free-of-charge digital services. The case of navigation apps," Information Economics and Policy, Elsevier, vol. 56(C).
    4. Ruoxuan Xiong & Susan Athey & Mohsen Bayati & Guido Imbens, 2019. "Optimal Experimental Design for Staggered Rollouts," Papers 1911.03764, arXiv.org, revised Sep 2023.
    5. Niebel, Thomas, 2019. "Wachstumsperspektiven der digitalen Transformation: Wird der ökonomische Mehrwert der Digitalisierung in der Volkswirtschaftlichen Gesamtrechnung angemessen abgebildet?," Working Paper Forschungsförderung 142, Hans-Böckler-Stiftung, Düsseldorf.
    6. Alexandre Bourgeois, 2020. "Free Services from the Digital Economy: Do We Need to Measure Their Value and How?," Economie et Statistique / Economics and Statistics, Institut National de la Statistique et des Etudes Economiques (INSEE), issue 517-518-5, pages 157-172.
    7. Skare, Marinko & Porada-Rochoń, Małgorzata, 2022. "Technology and social equality in the United States," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    8. Robert N. Mefford, 2023. "The Covid-19 Pandemic and the Productivity Paradox," Journal of Behavioral Economics for Policy, Society for the Advancement of Behavioral Economics (SABE), vol. 7(1), pages 11-18, November.
    9. Erik Brynjolfsson & Avinash Collis & W. Erwin Diewert & Felix Eggers & Kevin J. Fox, 2019. "GDP-B: Accounting for the Value of New and Free Goods in the Digital Economy," NBER Working Papers 25695, National Bureau of Economic Research, Inc.
    10. Diane Coyle & Leonard Nakamura, 2022. "Time Use, Productivity, and Household-centric Measurement of Welfare in the Digital Economy," International Productivity Monitor, Centre for the Study of Living Standards, vol. 42, pages 165-186, Spring.
    11. David S. Evans, 2019. "Attention Platforms, the Value of Content, and Public Policy," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 54(4), pages 775-792, June.

  16. Tom Mitchell & Erik Brynjolfsson, 2017. "Track how technology is transforming work," Nature, Nature, vol. 544(7650), pages 290-292, April.

    Cited by:

    1. Marco Bellandi & Silvia Lombardi & Erica Santini, 2020. "Traditional manufacturing areas and the emergence of product-service systems: the case of Italy," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 47(2), pages 311-331, June.
    2. Benjamin Meindl & Morgan R. Frank & Joana Mendonc{c}a, 2021. "Exposure of occupations to technologies of the fourth industrial revolution," Papers 2110.13317, arXiv.org.
    3. Hensvik, Lena & Nordström Skans, Oskar, 2020. "The Skill-Specific Impact of Past and Projected Occupational Decline," IZA Discussion Papers 12931, Institute of Labor Economics (IZA).
    4. Inha Oh & Jungho Kim, 2023. "Frontiers and laggards: Which firms benefit from adopting advanced digital technologies?," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(2), pages 753-766, March.
    5. Erik Brynjolfsson & Catherine Buffington & Nathan Goldschlag & J. Frank Li & Javier Miranda & Robert Seamans, 2023. "The Characteristics and Geographic Distribution of Robot Hubs in U.S. Manufacturing Establishments," Jena Economics Research Papers 2023-014, Friedrich-Schiller-University Jena.
    6. Hanane Thamik & Jiang Wu, 2022. "The Impact of Artificial Intelligence on Sustainable Development in Electronic Markets," Sustainability, MDPI, vol. 14(6), pages 1-20, March.
    7. Walkowiak, Emmanuelle, 2021. "Neurodiversity of the workforce and digital transformation: The case of inclusion of autistic workers at the workplace," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
    8. Laura Abrardi & Carlo Cambini & Laura Rondi, 2022. "Artificial intelligence, firms and consumer behavior: A survey," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 969-991, September.
    9. Lyu, Wenjing & Liu, Jin, 2021. "Artificial Intelligence and emerging digital technologies in the energy sector," Applied Energy, Elsevier, vol. 303(C).
    10. Kenny Ching & Enrico Forti & Evan Rawley, 2021. "Extemporaneous Coordination in Specialist Teams: The Familiarity Complementarity," Organization Science, INFORMS, vol. 32(1), pages 1-17, January.
    11. Ishmael Tingbani & Samuel Salia & Christopher A. Hartwell & Alhassan Yahaya, 2025. "Looking in the rear‐view mirror: Evidence from artificial intelligence investment, labour market conditions and firm growth," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 30(1), pages 961-982, January.

  17. Erik Brynjolfsson & Kristina McElheran, 2016. "The Rapid Adoption of Data-Driven Decision-Making," American Economic Review, American Economic Association, vol. 106(5), pages 133-139, May.

    Cited by:

    1. Erik Brynjolfsson & Daniel Rock & Chad Syverson, 2021. "The Productivity J-Curve: How Intangibles Complement General Purpose Technologies," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(1), pages 333-372, January.
    2. Liao, Kezhi & Ma, Chengcheng & Zhang, Jingxue & Wang, Zhihao, 2024. "Does big data infrastructure development facilitate bank fintech innovation? Evidence from China," Finance Research Letters, Elsevier, vol. 65(C).
    3. Eckel, Carsten & Yeaple, Stephen R., 2024. "Inefficient labor market sorting," Journal of Economic Theory, Elsevier, vol. 221(C).
    4. Yang, Yuhan & Zhang, Chong & Liu, Baoliu & Huang, Yujie & Tai, Yafei, 2024. "Mystery of special government subsidies: How does digital transformation promote enterprise innovation and development?," Economic Analysis and Policy, Elsevier, vol. 83(C), pages 1-16.
    5. Charles Hoffreumon & Chris CM Forman & Nicolas van Zeebroeck, 2023. "Make or Buy your Artificial Intelligence? Complementarities in Technology Sourcing," Working Papers TIMES² 2023-69, ULB -- Universite Libre de Bruxelles.
    6. Nathalie Greenan & Silvia Napolitano & Imad El Hamma, 2022. "Technologies numériques, capacité d'apprentissage de l'organisation et l'innovation : résultats empiriques à l'échelle de l'UE à partir d'un ensemble de données combinées," Working Papers halshs-03941324, HAL.
    7. Mohamed Ali Ben Halima & Nathalie Greenan & Joseph Lanfranchi, 2023. "Getting sick for profit? The impact of cumulative ICT and management changes on long term sickness absence," Post-Print hal-04404126, HAL.
    8. Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Kroff & Emin Dinlersoz & Lucia S. Foster & Nikolas Zolas, 2023. "AI Adoption in America: Who, What, and Where," NBER Working Papers 31788, National Bureau of Economic Research, Inc.
    9. Anwar Adem & Richard Kneller & Cher Li, 2023. "Information Constraints and Technology Efficiency: Field Experiments Benchmarking Firms Website Performance," CESifo Working Paper Series 10457, CESifo.
    10. Tao Chen & Shuwen Pi & Qing Sophie Wang, 2025. "Artificial Intelligence and Corporate Investment Efficiency: Evidence from Chinese Listed Companies," Working Papers in Economics 25/05, University of Canterbury, Department of Economics and Finance.
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    14. Abhishek Nagaraj, 2022. "T he P rivate I mpact of P ublic D ata: L andsat S atellite M aps I ncreased G old D iscoveries and E ncouraged E ntry," Management Science, INFORMS, vol. 68(1), pages 564-582, January.
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    19. Ruizhi Liu & Mengwei Hou & Ruifeng Jing & Alexandra Bauer & Mark Wu, 2024. "The Impact of National Big Data Pilot Zones on the Persistence of Green Innovation: A Moderating Perspective Based on Green Finance," Sustainability, MDPI, vol. 16(21), pages 1-28, November.
    20. Sadek, Biland, 2024. "Components and Strategic Routes of Corporate Transformations," MPRA Paper 120332, University Library of Munich, Germany, revised 26 Feb 2024.
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    23. Cherchye, Laurens & Rock, Bram De & Saelens, Dieter & Verschelde, Marijn & Roets, Bart, 2024. "Productive efficiency analysis with unobserved inputs: An application to endogenous automation in railway traffic management," European Journal of Operational Research, Elsevier, vol. 313(2), pages 678-690.
    24. Huber, Martin & Meier, Jonas & Wallimann, Hannes, 2022. "Business analytics meets artificial intelligence: Assessing the demand effects of discounts on Swiss train tickets," Transportation Research Part B: Methodological, Elsevier, vol. 163(C), pages 22-39.
    25. Chi-Yo Huang & Chia-Lee Yang & Yi-Hao Hsiao, 2021. "A Novel Framework for Mining Social Media Data Based on Text Mining, Topic Modeling, Random Forest, and DANP Methods," Mathematics, MDPI, vol. 9(17), pages 1-21, August.
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    33. Nicolas Ameye & Jacques Bughin & Nicolas van Zeebroeck, 2024. "From experimentation to scaling: what shapes the funnel of AI adoption?," ULB Institutional Repository 2013/378623, ULB -- Universite Libre de Bruxelles.
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    41. Flavio Calvino & Luca Fontanelli, 2025. "Decoding AI: Nine facts about how firms use artificial intelligence in France," LEM Papers Series 2025/13, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    42. Mohamed Ali Ben Halima & Nathalie Greenan & Joseph Lanfranchi, 2021. "Organisational changes and long-term sickness absence and injury leave: a difference in difference approach," TEPP Working Paper 2021-05, TEPP.
    43. Rembrand Koning & Sharique Hasan & Aaron Chatterji, 2022. "Experimentation and Start-up Performance: Evidence from A/B Testing," Management Science, INFORMS, vol. 68(9), pages 6434-6453, September.
    44. Carl ?berg & Niloofar Kazemargi & Max Bankewitz, 2017. "Strategists on the Board in a Digital Era," Business and Management Research, Business and Management Research, Sciedu Press, vol. 6(2), pages 40-51, June.
    45. Campbell, Colin & Runge, Julian & Bates, Kenneth & Haefele, Stacey & Jayaraman, Neeraj, 2022. "It’s time to close the experimentation gap in advertising: Confronting myths surrounding ad testing," Business Horizons, Elsevier, vol. 65(4), pages 437-446.
    46. Jie Wang & Xiaohui Zhou & Yunning Ma & Yongrok Choi, 2025. "Public Data Elements and Enterprise Digital Transformation: A Quasi-Natural Experiment Based on Open Government Data Platforms for Sustainable Urban Planning," Sustainability, MDPI, vol. 17(10), pages 1-32, May.
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    76. Zhan, Yuanzhu & Han, Runyue & Tse, Mike & Ali, Mohd Helmi & Hu, Jiayao, 2021. "A social media analytic framework for improving operations and service management: A study of the retail pharmacy industry," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    77. Massimo G. Colombo & Karin Hoisl & Toke Reichstein & Salvatore Torrisi, 2023. "Open innovation, value creation and value capture : an introduction," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 50(4), pages 731-742, December.
    78. Kinkel, Steffen & Baumgartner, Marco & Cherubini, Enrica, 2022. "Prerequisites for the adoption of AI technologies in manufacturing – Evidence from a worldwide sample of manufacturing companies," Technovation, Elsevier, vol. 110(C).
    79. Labro, Eva & Lang, Mark & Omartian, James D., 2023. "Predictive analytics and centralization of authority," Journal of Accounting and Economics, Elsevier, vol. 75(1).
    80. Wang, Yafei & Shi, Ming & Liu, Junnan & Zhong, Min & Ran, Rong, 2025. "The impact of digital-real integration on energy productivity under a multi-governance framework: The mediating role of AI and embodied technological progress," Energy Economics, Elsevier, vol. 142(C).
    81. Camiña, Ester & Díaz-Chao, Ángel & Torrent-Sellens, Joan, 2020. "Automation technologies: Long-term effects for Spanish industrial firms," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    82. Christian Peukert & Imke Reimers, 2022. "Digitization, Prediction, and Market Efficiency: Evidence from Book Publishing Deals," Management Science, INFORMS, vol. 68(9), pages 6907-6924, September.
    83. John Forth & Alex Bryson, 2019. "Management practices and SME performance," Scottish Journal of Political Economy, Scottish Economic Society, vol. 66(4), pages 527-558, September.
    84. Catherine Robinson & Christian Siegel & Sisi Liao, 2021. "Technology Adoption and Skills A Pilot Study of Kent SMEs," Studies in Economics 2114, School of Economics, University of Kent.
    85. Teruel Carrizosa, Mercedes & Coad, Alexander & Domnick, Clemens & Flachenecker, Florian & Harasztosi, Péter & Janiri, Mario Lorenzo & Pál, Rozália, 2021. "The birth of new high growth enterprises: Internationalisation through new digital technologies," EIB Working Papers 2021/02, European Investment Bank (EIB).
    86. Linh Tu Ho & Christopher Gan & Shan Jin & Bryan Le, 2022. "Artificial Intelligence and Firm Performance: Does Machine Intelligence Shield Firms from Risks?," JRFM, MDPI, vol. 15(7), pages 1-20, July.
    87. Maarten Goos & Melanie Arntz & Ulrich Zierahn & Terry Gregory & Stephanie Carretero Gomez & Ignacio Gonzalez Vazquez & Koen Jonkers, 2019. "The Impact of Technological Innovation on the Future of Work," JRC Working Papers on Labour, Education and Technology 2019-03, Joint Research Centre.
    88. Neirotti, Paolo & Pesce, Danilo & Battaglia, Daniele, 2021. "Algorithms for operational decision-making: An absorptive capacity perspective on the process of converting data into relevant knowledge," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    89. Nathalie Greenan & Silvia Napolitano, 2021. "Why Do Employees Participate in Innovations? Skills and Organizational Design Issues and the Ongoing Technological Transformation," Post-Print halshs-03464619, HAL.
    90. Liu, Tingyu & Huang, Peng & Wang, Qiaoru, 2025. "The impact of digital innovation on labor share: Evidence from Chinese firms," International Review of Economics & Finance, Elsevier, vol. 99(C).
    91. Hassani, Abdeslam & Mosconi, Elaine, 2022. "Social media analytics, competitive intelligence, and dynamic capabilities in manufacturing SMEs," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    92. Shiri Melumad & Rhonda Hadi & Christian Hildebrand & Adrian F. Ward, 2021. "Technology-Augmented Choice: How Digital Innovations Are Transforming Consumer Decision Processes," Customer Needs and Solutions, Springer;Institute for Sustainable Innovation and Growth (iSIG), vol. 7(3), pages 90-101, October.
    93. Shivam Gupta & Sachin Modgil & Samadrita Bhattacharyya & Indranil Bose, 2022. "Artificial intelligence for decision support systems in the field of operations research: review and future scope of research," Annals of Operations Research, Springer, vol. 308(1), pages 215-274, January.
    94. Lendowski, Eva & Grotenhermen, Jan-Gerrit & Jürgenschellert, Britta & Schewe, Gerhard, 2023. "The role of organisational drivers of exploration and exploitation – Market dynamism as a contingency factor," European Management Journal, Elsevier, vol. 41(3), pages 445-457.
    95. Andres, Raphaela & Niebel, Thomas & Sack, Robin, 2024. "Big data and firm-level productivity: A cross-country comparison," ZEW Discussion Papers 24-053, ZEW - Leibniz Centre for European Economic Research.
    96. Mercedes Teruel & Alex Coad & Clemens Domnick & Florian Flachenecker & Peter Harasztosi & Mario Lorenzo Janiri & Rozalia Pal, 2022. "The birth of new HGEs: internationalization through new digital technologies," The Journal of Technology Transfer, Springer, vol. 47(3), pages 804-845, June.
    97. Kristina McElheran & Mu-Jeung Yang & Zachary Kroff & Erik Brynjolfsson, 2025. "The Rise of Industrial AI in America: Microfoundations of the Productivity J-curve(s)," Working Papers 25-27, Center for Economic Studies, U.S. Census Bureau.
    98. Anastasiia Pustovalova & Priit Vahter, 2024. "Automation-Skill Complementarity: The Changing Returns To Soft Skills In Different Stages Of Technology Adoption," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 146, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    99. Han Bu & Zhou Xun & Sha Cai, 2024. "Big data and inter-firm wage disparities: theory and evidence from China," Economic Change and Restructuring, Springer, vol. 57(4), pages 1-36, August.

  18. Dimitris Bertsimas & Erik Brynjolfsson & Shachar Reichman & John Silberholz, 2015. "OR Forum—Tenure Analytics: Models for Predicting Research Impact," Operations Research, INFORMS, vol. 63(6), pages 1246-1261, December.

    Cited by:

    1. Heckman, James J. & Moktan, Sidharth, 2018. "Publishing and Promotion in Economics: The Tyranny of the Top Five," IZA Discussion Papers 11868, Institute of Labor Economics (IZA).
    2. Matthias Kuppler, 2022. "Predicting the future impact of Computer Science researchers: Is there a gender bias?," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(11), pages 6695-6732, November.
    3. Zuo, Zhiya & Zhao, Kang & Ni, Chaoqun, 2019. "Standing on the shoulders of giants?—Faculty hiring in information schools," Journal of Informetrics, Elsevier, vol. 13(1), pages 341-353.
    4. Hird, Mackenzie D. & Pfotenhauer, Sebastian M., 2017. "How complex international partnerships shape domestic research clusters: Difference-in-difference network formation and research re-orientation in the MIT Portugal Program," Research Policy, Elsevier, vol. 46(3), pages 557-572.

  19. Sinan Aral & Erik Brynjolfsson & Lynn Wu, 2012. "Three-Way Complementarities: Performance Pay, Human Resource Analytics, and Information Technology," Management Science, INFORMS, vol. 58(5), pages 913-931, May.

    Cited by:

    1. Neelam Kaushal & Rahul Pratap Singh Kaurav & Brijesh Sivathanu & Neeraj Kaushik, 2023. "Artificial intelligence and HRM: identifying future research Agenda using systematic literature review and bibliometric analysis," Management Review Quarterly, Springer, vol. 73(2), pages 455-493, June.
    2. Bashir, Sadaf & Sadowski, B. M., 2014. "General purpose technologies: A survey, a critique and future research directions," 25th European Regional ITS Conference, Brussels 2014 101443, International Telecommunications Society (ITS).
    3. Nicholas Bloom & Luis Garicano & Raffaella Sadun & John Van Reenen, 2009. "The distinct effects of Information Technology and Communication Technology on firm organization," NBER Working Papers 14975, National Bureau of Economic Research, Inc.
    4. Johannes Lehmann & Michael Beckmann, 2024. "Digital technologies and performance incentives: Evidence from businesses in the Swiss economy," Papers 2412.12780, arXiv.org.
    5. Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Kroff & Emin Dinlersoz & Lucia S. Foster & Nikolas Zolas, 2023. "AI Adoption in America: Who, What, and Where," NBER Working Papers 31788, National Bureau of Economic Research, Inc.
    6. Frank Nagle, 2019. "Open Source Software and Firm Productivity," Management Science, INFORMS, vol. 65(3), pages 1191-1215, March.
    7. Masschelein, Stijn & Moers, Frank, 2020. "Testing for complementarities between accounting practices," Accounting, Organizations and Society, Elsevier, vol. 86(C).
    8. Consolo, Agostino & Cette, Gilbert & Bergeaud, Antonin & Labhard, Vincent & Osbat, Chiara & Kosekova, Stanimira & Anyfantaki, Sofia & Basso, Gaetano & Basso, Henrique & Bobeica, Elena & Ciapanna, Eman, 2021. "Digitalisation: channels, impacts and implications for monetary policy in the euro area," Occasional Paper Series 266, European Central Bank.
    9. Amrou Awaysheh & Rocio Bonet & Jaime Ortega, 2023. "Performance feedback and productivity: Evidence from a field experiment," Production and Operations Management, Production and Operations Management Society, vol. 32(1), pages 98-115, January.
    10. Belloc, Filippo & Burdin, Gabriel & Dughera, Stefano & Landini, Fabio, 2023. "Contested Transparency: Digital Monitoring Technologies and Worker Voice," IZA Discussion Papers 16362, Institute of Labor Economics (IZA).
    11. Lee, Yong Suk & Kim, Taekyun & Choi, Sukwoong & Kim, Wonjoon, 2022. "When does AI pay off? AI-adoption intensity, complementary investments, and R&D strategy," Technovation, Elsevier, vol. 118(C).
    12. Nair, Sujay & Abernethy, Margaret A. & Jiang, Yile (Anson) & Lillis, Anne M., 2024. "The interdependence between the choice of fixed-term professional workers and the control environment," Accounting, Organizations and Society, Elsevier, vol. 113(C).
    13. Alex Chernoff & Gabriela Galassi, 2023. "Digitalization: Labour Markets," Discussion Papers 2023-16, Bank of Canada.
    14. Lynn Wu & Lorin Hitt & Bowen Lou, 2020. "Data Analytics, Innovation, and Firm Productivity," Management Science, INFORMS, vol. 66(5), pages 2017-2039, May.
    15. T. Ravichandran & Shu Han & Sunil Mithas, 2017. "Mitigating Diminishing Returns to R&D: The Role of Information Technology in Innovation," Information Systems Research, INFORMS, vol. 28(4), pages 812-827, December.
    16. Newman, David T. & Fast, Nathanael J. & Harmon, Derek J., 2020. "When eliminating bias isn’t fair: Algorithmic reductionism and procedural justice in human resource decisions," Organizational Behavior and Human Decision Processes, Elsevier, vol. 160(C), pages 149-167.
    17. Cordella, Antonio & Cordella, Tito, 2014. "Motivations, monitoring technologies, and pay for performance," Policy Research Working Paper Series 7128, The World Bank.
    18. Bashir, Sadaf & Matzat, U. & Sadowski, B. M., 2014. "The adoption of information and communication technologies in the design sector and their impact on firm performance: Evidence from the Dutch design sector," 25th European Regional ITS Conference, Brussels 2014 101389, International Telecommunications Society (ITS).
    19. Braumann, Evelyn C. & Grabner, Isabella & Posch, Arthur, 2020. "Tone from the top in risk management: A complementarity perspective on how control systems influence risk awareness," Accounting, Organizations and Society, Elsevier, vol. 84(C).
    20. Perdana, Arif & Lee, Hwee Hoon & Koh, SzeKee & Arisandi, Desi, 2022. "Data analytics in small and mid-size enterprises: Enablers and inhibitors for business value and firm performance," International Journal of Accounting Information Systems, Elsevier, vol. 44(C).
    21. Weisha Wang & Long Chen & Mengran Xiong & Yichuan Wang, 2023. "Accelerating AI Adoption with Responsible AI Signals and Employee Engagement Mechanisms in Health Care," Information Systems Frontiers, Springer, vol. 25(6), pages 2239-2256, December.
    22. Johannes Lehmann & Michael Beckmann, 2025. "Digital technologies and performance incentives: evidence from businesses in the Swiss economy," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 161(1), pages 1-19, December.
    23. Julien Gosse & Chris CM Forman & Nicolas van Zeebroeck, 2023. "Adoption of ICT and Environmental Management Practices: Empirical Evidence from European Firms," Working Papers TIMES² 2023-070, ULB -- Universite Libre de Bruxelles.
    24. Mustafa Dogan & Pinar Yildirim, 2022. "Managing automation in teams," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 31(1), pages 146-170, February.
    25. Grabner, Isabella & Moers, Frank, 2013. "Management control as a system or a package? Conceptual and empirical issues," Accounting, Organizations and Society, Elsevier, vol. 38(6), pages 407-419.
    26. Paloma Almodóvar & Javier Saiz-Briones & Brian Silverman, 2014. "Learning through foreign market participation: the relative benefits of exporting, importing, and foreign direct investment," The Journal of Technology Transfer, Springer, vol. 39(6), pages 915-944, December.
    27. Erik Brynjolfsson & Wang Jin & Kristina McElheran, 2021. "The power of prediction: predictive analytics, workplace complements, and business performance," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 56(4), pages 217-239, October.
    28. Erik Brynjolfsson & Daniel Rock & Chad Syverson, 2017. "Artificial Intelligence and the Modern Productivity Paradox: A Clash of Expectations and Statistics," NBER Working Papers 24001, National Bureau of Economic Research, Inc.
    29. Meng Liu & Erik Brynjolfsson & Jason Dowlatabadi, 2018. "Do Digital Platforms Reduce Moral Hazard? The Case of Uber and Taxis," NBER Working Papers 25015, National Bureau of Economic Research, Inc.
    30. Fabienne Rasel, 2016. "Combining Information Technology and Decentralized Workplace Organization: SMEs versus Larger Firms," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 23(2), pages 199-241, July.
    31. Peter Cappelli & Martin J. Conyon, 2018. "What Do Performance Appraisals Do?," ILR Review, Cornell University, ILR School, vol. 71(1), pages 88-116, January.
    32. Bryan Hong & Lorenz Kueng & Mu-Jeung Yang, 2020. "Complementarity of Performance Pay and Task Allocation," Swiss Finance Institute Research Paper Series 20-31, Swiss Finance Institute.
    33. Wu, Kai & Lu, Yufei, 2025. "The digital dilemma: Corporate digital transformation and default risk," Journal of Financial Stability, Elsevier, vol. 77(C).
    34. Clotilde Coron, 2021. "Quantifying Human Resource Management: A Literature Review," Post-Print halshs-03212718, HAL.
    35. Emek Basker, 2015. "Change at the Checkout: Tracing the Impact of a Process Innovation," Journal of Industrial Economics, Wiley Blackwell, vol. 63(2), pages 339-370, June.
    36. Michal Matějka & Korok Ray, 2017. "Balancing difficulty of performance targets: theory and evidence," Review of Accounting Studies, Springer, vol. 22(4), pages 1666-1697, December.
    37. Richard Fabling & Arthur Grimes, 2016. "Picking up speed: Does ultrafast broadband increase firm productivity?," Working Papers 16_22, Motu Economic and Public Policy Research.
    38. Anandasivam Gopal & Sabari Rajan Karmegam & Balaji R. Koka & William M. Rand, 2020. "Is the Grass Greener? On the Strategic Implications of Moving Along the Value Chain for IT Service Providers," Information Systems Research, INFORMS, vol. 31(1), pages 148-175, March.
    39. Catherine Buffington & Lucia Foster & Ron Jarmin & Scott Ohlmacher, 2016. "The Management and Organizational Practices Survey (MOPS): An Overview," Working Papers 16-28, Center for Economic Studies, U.S. Census Bureau.
    40. Konrad Kulikowski, 2024. "Defining analytical skills for human resources analytics: A call for standardization," Journal of Entrepreneurship, Management and Innovation, Fundacja Upowszechniająca Wiedzę i Naukę "Cognitione", vol. 20(4), pages 88-103.
    41. Klein, Daniel & Ludwig, Christopher & Nicolay, Katharina, 2021. "Internal Digitalization and Tax-efficient Decision Making," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242365, Verein für Socialpolitik / German Economic Association.
    42. Felix Wirges & Anne-Katrin Neyer, 2023. "Towards a process-oriented understanding of HR analytics: implementation and application," Review of Managerial Science, Springer, vol. 17(6), pages 2077-2108, August.
    43. Chris Forman & Avi Goldfarb, 2021. "Concentration and Agglomeration of IT Innovation and Entrepreneurship: Evidence from Patenting," NBER Chapters, in: The Role of Innovation and Entrepreneurship in Economic Growth, pages 95-121, National Bureau of Economic Research, Inc.
    44. Gunasekaran, Angappa & Subramanian, Nachiappan & Papadopoulos, Thanos, 2017. "Information technology for competitive advantage within logistics and supply chains: A review," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 99(C), pages 14-33.
    45. Konstantins Benkovskis & Styliani Christodoulopoulou & Olegs Tkacevs, 2025. "Adaption of Digital Technologies: the Case of Latvian Firms," Discussion Papers 2025/01, Latvijas Banka.
    46. Jay Dixon & Bryan Hong & Lynn Wu, 2021. "The Robot Revolution: Managerial and Employment Consequences for Firms," Management Science, INFORMS, vol. 67(9), pages 5586-5605, September.
    47. Alessio Trentin & Enrico Sandrin & Svetlana Suzic & Chiara Grosso & Cipriano Forza, 2025. "Reconciling Product Flexibility with Cost, Delivery, and Quality: The Importance of Bundling Mass Customization Practices," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 26(2), pages 269-293, June.
    48. Maren Gierlich-Joas & Thomas Hess & Rahild Neuburger, 2020. "More self-organization, more control—or even both? Inverse transparency as a digital leadership concept," Business Research, Springer;German Academic Association for Business Research, vol. 13(3), pages 921-947, November.
    49. Ajay Agrawal & Joshua S. Gans & Avi Goldfarb, 2024. "Artificial intelligence adoption and system‐wide change," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 33(2), pages 327-337, March.
    50. Peng Huang & Marco Ceccagnoli & Chris Forman & D.J. Wu, 2022. "IT Knowledge Spillovers, Absorptive Capacity, and Productivity: Evidence from Enterprise Software," Information Systems Research, INFORMS, vol. 33(3), pages 908-934, September.
    51. Dan Andrews & Giuseppe Nicoletti & Christina Timiliotis, 2018. "Digital technology diffusion: A matter of capabilities, incentives or both?," OECD Economics Department Working Papers 1476, OECD Publishing.
    52. Yan, Hong & Yi, Xing & Jiang, Jiachen & Bai, Caiquan, 2024. "Can information technology construction alleviate household energy poverty? Empirical evidence from the “broadband China” Pilot Policy," Energy Policy, Elsevier, vol. 185(C).
    53. Sushil Gupta & Medha Tekriwal & Carlos M. Parra, 2022. "Permeation of the term “analytics” in production and operations management research," Production and Operations Management, Production and Operations Management Society, vol. 31(10), pages 3651-3667, October.
    54. Marian Pompiliu Cristescu & Dumitru Alexandru Mara & Raluca Andreea Nerișanu & Renate-Martina Polder, 2022. "How Hr Analytics Benefits Companies," INTERNATIONAL SCIENTIFIC AND PRACTICAL CONFERENCE "HUMAN RESOURCE MANAGEMENT", University of Economics - Varna, issue 1, pages 83-92.
    55. Hudson, Kerry & Morgan, Robert E., 2025. "Intellectual property protection and firm risk: How service transition and knowledge intensity mitigate the loss of strategic resources," Journal of Business Research, Elsevier, vol. 188(C).
    56. Melissa A. Valentine & Tom Fangyun Tan & Bradley R. Staats & Amy C. Edmondson, 2019. "Fluid Teams and Knowledge Retrieval: Scaling Service Operations," Manufacturing & Service Operations Management, INFORMS, vol. 21(2), pages 346-360, May.
    57. Ajay K. Agrawal & Joshua S. Gans & Avi Goldfarb, 2023. "Similarities and Differences in the Adoption of General Purpose Technologies," NBER Working Papers 30976, National Bureau of Economic Research, Inc.
    58. Posch, Arthur, 2020. "Integrating risk into control system design: The complementarity between risk-focused results controls and risk-focused information sharing," Accounting, Organizations and Society, Elsevier, vol. 86(C).
    59. Davide Antonioli & Grazia Cecere & Massimiliano Mazzanti, 2018. "Information communication technologies and environmental innovations in firms: joint adoptions and productivity effects," SEEDS Working Papers 1118, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Nov 2018.
    60. Rasel, Fabienne, 2014. "Combining technology and work organization: An analysis of complementarity between IT and decentralization across firms of different size," ZEW Discussion Papers 14-071, ZEW - Leibniz Centre for European Economic Research.
    61. Shet, Sateesh.V. & Poddar, Tanuj & Wamba Samuel, Fosso & Dwivedi, Yogesh K., 2021. "Examining the determinants of successful adoption of data analytics in human resource management – A framework for implications," Journal of Business Research, Elsevier, vol. 131(C), pages 311-326.
    62. Simone A. Schweiger & Tatiana R. Stettler & Artur Baldauf & César Zamudio, 2019. "The complementarity of strategic orientations: A meta‐analytic synthesis and theory extension," Strategic Management Journal, Wiley Blackwell, vol. 40(11), pages 1822-1851, November.
    63. Larsen, Tor J. & Olaisen, Johan, 2013. "Innovating strategically in information and knowledge management: Applications of organizational behavior theory," International Journal of Information Management, Elsevier, vol. 33(5), pages 764-774.
    64. Tom Pape, 2020. "Prioritising data items for business analytics: Framework and application to human resources," Papers 2012.13813, arXiv.org.
    65. Stefan Schweikl & Robert Obermaier, 2023. "Lost in translation: IT business value research and resource complementarity—an integrative framework, shortcomings and future research directions," Management Review Quarterly, Springer, vol. 73(4), pages 1713-1749, December.
    66. Samson, Kelly & Bhanugopan, Ramudu, 2022. "Strategic human capital analytics and organisation performance: The mediating effects of managerial decision-making," Journal of Business Research, Elsevier, vol. 144(C), pages 637-649.
    67. Manuela Nocker & Vania Sena, 2019. "Big Data and Human Resources Management: The Rise of Talent Analytics," Social Sciences, MDPI, vol. 8(10), pages 1-19, September.
    68. Prasanna Tambe & Lorin M. Hitt & Erik Brynjolfsson, 2012. "The Extroverted Firm: How External Information Practices Affect Innovation and Productivity," Management Science, INFORMS, vol. 58(5), pages 843-859, May.
    69. Tursunbayeva, Aizhan & Di Lauro, Stefano & Pagliari, Claudia, 2018. "People analytics—A scoping review of conceptual boundaries and value propositions," International Journal of Information Management, Elsevier, vol. 43(C), pages 224-247.
    70. Wang, Lijun & Zhou, Yu & Sanders, Karin & Marler, Janet H. & Zou, Yunqing, 2024. "Determinants of effective HR analytics Implementation: An In-Depth review and a dynamic framework for future research," Journal of Business Research, Elsevier, vol. 170(C).
    71. Lehmann, Johannes, 2024. "HR analytics: A centralizing or decentralizing force?," Working papers 2024/13, Faculty of Business and Economics - University of Basel.
    72. Xiaoning Wang & Yakov Bart & Serguei Netessine & Lynn Wu, 2025. "Impact of Multi-Platform Social Media Strategy on Sales in E-Commerce," Papers 2503.09083, arXiv.org.
    73. Bertschek, Irene & Niebel, Thomas & Ohnemus, Jörg & Rasel, Fabienne & Saam, Marianne & Schulte, Patrick & Schleife, Katrin & Stiehler, Andreas & Ortwein, Tobias & Heinzl, Armin & Nöhren, Marko, 2014. "Produktivität IT-basierter Dienstleistungen: Wie kann man sie messen und steuern?," ZEW Dokumentationen 14-02, ZEW - Leibniz Centre for European Economic Research.
    74. Aleix Calveras & Juan‐José Ganuza, 2018. "Corporate social responsibility and product quality," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 27(4), pages 804-829, October.
    75. Massini, Silvia & Piscitello, Lucia & Shevtsova, Yevgeniya, 2023. "The complementarity effect of exporting, importing and R&D on the productivity of Ukrainian MNEs," International Business Review, Elsevier, vol. 32(3).
    76. Abhay Nath Mishra & Youyou Tao & Mark Keil & Jeong-ha (Cath) Oh, 2022. "Functional IT Complementarity and Hospital Performance in the United States: A Longitudinal Investigation," Information Systems Research, INFORMS, vol. 33(1), pages 55-75, March.
    77. Luo, Nuan & Zhang, Mingli & Hu, Mu & Wang, Yu, 2016. "How community interactions contribute to harmonious community relationships and customers’ identification in online brand community," International Journal of Information Management, Elsevier, vol. 36(5), pages 673-685.
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    81. Kristina McElheran & Mu-Jeung Yang & Zachary Kroff & Erik Brynjolfsson, 2025. "The Rise of Industrial AI in America: Microfoundations of the Productivity J-curve(s)," Working Papers 25-27, Center for Economic Studies, U.S. Census Bureau.
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  20. Prasanna Tambe & Lorin M. Hitt & Erik Brynjolfsson, 2012. "The Extroverted Firm: How External Information Practices Affect Innovation and Productivity," Management Science, INFORMS, vol. 58(5), pages 843-859, May.

    Cited by:

    1. Erik Brynjolfsson & Daniel Rock & Chad Syverson, 2021. "The Productivity J-Curve: How Intangibles Complement General Purpose Technologies," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(1), pages 333-372, January.
    2. He, Bin & Chen, Haiyang & Li, Zheng & Zhou, Xizhen, 2023. "Information and communication technology and innovation performance of firms: Evidence from Chinese listed state-owned enterprises," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 47-59.
    3. Johannes Lehmann & Michael Beckmann, 2024. "Digital technologies and performance incentives: Evidence from businesses in the Swiss economy," Papers 2412.12780, arXiv.org.
    4. Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Kroff & Emin Dinlersoz & Lucia S. Foster & Nikolas Zolas, 2023. "AI Adoption in America: Who, What, and Where," NBER Working Papers 31788, National Bureau of Economic Research, Inc.
    5. Sun, Nan & Kong, Dongmin & Tao, Yunqing, 2023. "Does broadband infrastructure affect corporate mergers and acquisitions? Quasi-natural experimental evidence from China," International Review of Financial Analysis, Elsevier, vol. 85(C).
    6. Bertschek, Irene & Kesler, Reinhold, 2018. "Let the user speak: Is feedback on Facebook a source of firms' innovation?," ZEW Discussion Papers 17-015, ZEW - Leibniz Centre for European Economic Research, revised 2018.
    7. Frank Nagle, 2019. "Open Source Software and Firm Productivity," Management Science, INFORMS, vol. 65(3), pages 1191-1215, March.
    8. Lei Xu & Xiaoning Guo & Yan Liu & Xiaochen Sun & Jie Ji, 2022. "How Does Corporate Charitable Giving Affect Enterprise Innovation? A Literature Review and Research Directions," Sustainability, MDPI, vol. 14(23), pages 1-21, November.
    9. Terence J. V. Saldanha & Arvin Sahaym & Sunil Mithas & Mariana Giovanna Andrade-Rojas & Abhishek Kathuria & Hsiao-Hui Lee, 2020. "Turning Liabilities of Global Operations into Assets: IT-Enabled Social Integration Capacity and Exploratory Innovation," Information Systems Research, INFORMS, vol. 31(2), pages 361-382, June.
    10. Lee, Yong Suk & Kim, Taekyun & Choi, Sukwoong & Kim, Wonjoon, 2022. "When does AI pay off? AI-adoption intensity, complementary investments, and R&D strategy," Technovation, Elsevier, vol. 118(C).
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    24. Sara Calligaris & Chiara Criscuolo & Luca Marcolin, 2024. "Mark-ups in the digital era," CEP Discussion Papers dp1994, Centre for Economic Performance, LSE.
    25. Terence J. V. Saldanha & Abhishek Kathuria & Jiban Khuntia & Benn R. Konsynski, 2022. "Ghosts in the Machine: How Marketing and Human Capital Investments Enhance Customer Growth When Innovative Services Leverage Self-Service Technologies," Information Systems Research, INFORMS, vol. 33(1), pages 76-109, March.
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    32. Orozco, Luis Antonio & Sanabria, John Alirio & Sosa, Juan Camilo & Aristizabal, Jeimy & López, Liliana, 2022. "How do IT investments interact with other resources to improve innovation?," Journal of Business Research, Elsevier, vol. 144(C), pages 358-365.
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    36. Salome Baslandze, 2016. "The Role of the IT Revolution in Knowledge Di ffusion, Innovation and Reallocation," 2016 Meeting Papers 1509, Society for Economic Dynamics.
    37. Nikolas Zolas & Zachary Kroff & Erik Brynjolfsson & Kristina McElheran & David N. Beede & Cathy Buffington & Nathan Goldschlag & Lucia Foster & Emin Dinlersoz, 2020. "Advanced Technologies Adoption and Use by U.S. Firms: Evidence from the Annual Business Survey," NBER Working Papers 28290, National Bureau of Economic Research, Inc.
    38. John V. Gray & Enno Siemsen & Gurneeta Vasudeva, 2015. "Colocation Still Matters: Conformance Quality and the Interdependence of R&D and Manufacturing in the Pharmaceutical Industry," Management Science, INFORMS, vol. 61(11), pages 2760-2781, November.
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    40. Jonathan Whitaker & Sunil Mithas & Che-Wei Liu, 2019. "Beauty Is in the Eye of the Beholder: Toward a Contextual Understanding of Compensation of Information Technology Professionals Within and Across Geographies," Information Systems Research, INFORMS, vol. 30(3), pages 892-911, September.
    41. Angélica Pigola & Priscila Rezende Costa, 2022. "In search of understanding about knowledge and learning on innovation performance," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(7), pages 3995-4022, July.
    42. Richard Fabling & Arthur Grimes, 2016. "Picking up speed: Does ultrafast broadband increase firm productivity?," Working Papers 16_22, Motu Economic and Public Policy Research.
    43. Benjamin David, 2014. "On the information and communication technologies - productivity nexus: a long-lasting adjustment period," Working Papers hal-04141282, HAL.
    44. World Bank, 2023. "The Missing Element of Firm Digitalization - Lessons for the EU Member States," World Bank Publications - Reports 40678, The World Bank Group.
    45. Viete, Steffen & Erdsiek, Daniel, 2018. "Trust-based work time and the productivity effects of mobile information technologies in the workplace," ZEW Discussion Papers 18-013, ZEW - Leibniz Centre for European Economic Research.
    46. Klein, Daniel & Ludwig, Christopher & Nicolay, Katharina, 2021. "Internal Digitalization and Tax-efficient Decision Making," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242365, Verein für Socialpolitik / German Economic Association.
    47. Yeh, Chien Chi & Ku, Edward C.S. & Ho, Ching Hua, 2016. "Collaborating pivotal suppliers: Complementarities, flexibility, and standard communication between airline companies and travel agencies," Journal of Air Transport Management, Elsevier, vol. 55(C), pages 92-101.
    48. Peng Huang & Marco Ceccagnoli & Chris Forman & D.J. Wu, 2022. "IT Knowledge Spillovers, Absorptive Capacity, and Productivity: Evidence from Enterprise Software," Information Systems Research, INFORMS, vol. 33(3), pages 908-934, September.
    49. Jifeng Mu & Jonathan Zhang & Abhishek Borah & Jiayin Qi, 2022. "Creative Appeals in Firm-Generated Content and Product Performance," Information Systems Research, INFORMS, vol. 33(1), pages 18-42, March.
    50. Jonghak Sun, 2017. "The effect of information technology on IT-facilitated coordination, IT-facilitated autonomy, and decision-makings at the individual level," Applied Economics, Taylor & Francis Journals, vol. 49(2), pages 138-155, January.
    51. Sinan Aral & Erik Brynjolfsson & Lynn Wu, 2012. "Three-Way Complementarities: Performance Pay, Human Resource Analytics, and Information Technology," Management Science, INFORMS, vol. 58(5), pages 913-931, May.
    52. Hemant K. Bhargava & Abhay Nath Mishra, 2014. "Electronic Medical Records and Physician Productivity: Evidence from Panel Data Analysis," Management Science, INFORMS, vol. 60(10), pages 2543-2562, October.
    53. Benjamin David, 2014. "On the information and communication technologies - productivity nexus: a long-lasting adjustment period," EconomiX Working Papers 2014-60, University of Paris Nanterre, EconomiX.
    54. Frank Nagle, 2018. "Learning by Contributing: Gaining Competitive Advantage Through Contribution to Crowdsourced Public Goods," Organization Science, INFORMS, vol. 29(4), pages 569-587, August.
    55. Sunil Mithas & M. S. Krishnan & Claes Fornell, 2016. "Research Note—Information Technology, Customer Satisfaction, and Profit: Theory and Evidence," Information Systems Research, INFORMS, vol. 27(1), pages 166-181, March.
    56. Feng Guo & Yijun Li & Likoebe M. Maruping & Adi Masli, 2023. "Complementarity Between Investment in Information Technology (IT) and IT Human Resources: Implications for Different Types of Firm Innovation," Information Systems Research, INFORMS, vol. 34(3), pages 1259-1275, September.
    57. Indranil Bardhan & Viswanathan Krishnan & Shu Lin, 2013. "Research Note ---Business Value of Information Technology: Testing the Interaction Effect of IT and R&D on Tobin's Q," Information Systems Research, INFORMS, vol. 24(4), pages 1147-1161, December.
    58. Agrawal, Ashwini & Tambe, Prasanna, 2016. "Private equity and workers’ career paths: the role of technological change," LSE Research Online Documents on Economics 69476, London School of Economics and Political Science, LSE Library.
    59. Hu, Jinjin & Huo, Dong & Wu, Delin & Yang, Chunhong, 2025. "The effect of corporate agglomeration networks on breakthrough innovation—Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 212(C).
    60. Rasel, Fabienne, 2014. "Combining technology and work organization: An analysis of complementarity between IT and decentralization across firms of different size," ZEW Discussion Papers 14-071, ZEW - Leibniz Centre for European Economic Research.
    61. Prasanna Tambe & Lorin M. Hitt, 2014. "Job Hopping, Information Technology Spillovers, and Productivity Growth," Management Science, INFORMS, vol. 60(2), pages 338-355, February.
    62. Stefan Schweikl & Robert Obermaier, 2023. "Lost in translation: IT business value research and resource complementarity—an integrative framework, shortcomings and future research directions," Management Review Quarterly, Springer, vol. 73(4), pages 1713-1749, December.
    63. Stefan Schweikl & Robert Obermaier, 2020. "Lessons from three decades of IT productivity research: towards a better understanding of IT-induced productivity effects," Management Review Quarterly, Springer, vol. 70(4), pages 461-507, November.
    64. Lehmann, Johannes, 2024. "HR analytics: A centralizing or decentralizing force?," Working papers 2024/13, Faculty of Business and Economics - University of Basel.
    65. Ferreira, João J. & Fernandes, Cristina I. & Guo, Ying & Rammal, Hussain G., 2022. "Knowledge worker mobility and knowledge management in MNEs: A bibliometric analysis and research agenda," Journal of Business Research, Elsevier, vol. 142(C), pages 464-475.
    66. Prasanna Tambe & Lorin M. Hitt, 2012. "The Productivity of Information Technology Investments: New Evidence from IT Labor Data," Information Systems Research, INFORMS, vol. 23(3-part-1), pages 599-617, September.
    67. Siachou, Evangelia & Vrontis, Demetris & Trichina, Eleni, 2021. "Can traditional organizations be digitally transformed by themselves? The moderating role of absorptive capacity and strategic interdependence," Journal of Business Research, Elsevier, vol. 124(C), pages 408-421.
    68. Ben-Assuli, Ofir, 2015. "Electronic health records, adoption, quality of care, legal and privacy issues and their implementation in emergency departments," Health Policy, Elsevier, vol. 119(3), pages 287-297.
    69. Viete, Steffen & Erdsiek, Daniel, 2020. "Mobile Information Technologies and Firm Performance: The Role of Employee Autonomy," Information Economics and Policy, Elsevier, vol. 51(C).
    70. Rohit Aggarwal & David Kryscynski & Harpreet Singh, 2015. "Evaluating Venture Technical Competence in Venture Capitalist Investment Decisions," Management Science, INFORMS, vol. 61(11), pages 2685-2706, November.
    71. Terence J. V. Saldanha & Dongwon Lee & Sunil Mithas, 2020. "Aligning Information Technology and Business: The Differential Effects of Alignment During Investment Planning, Delivery, and Change," Information Systems Research, INFORMS, vol. 31(4), pages 1260-1281, December.
    72. Selale Tuzel & Miao Ben Zhang, 2021. "Economic Stimulus at the Expense of Routine‐Task Jobs," Journal of Finance, American Finance Association, vol. 76(6), pages 3347-3399, December.
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    80. Tobias Stucki & Daniel Wochner, 2019. "Technological and organizational capital: Where complementarities exist," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 28(3), pages 458-487, June.
    81. Kristina McElheran & Mu-Jeung Yang & Zachary Kroff & Erik Brynjolfsson, 2025. "The Rise of Industrial AI in America: Microfoundations of the Productivity J-curve(s)," Working Papers 25-27, Center for Economic Studies, U.S. Census Bureau.
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    Cited by:

    1. Lynn Wu, 2013. "Social Network Effects on Productivity and Job Security: Evidence from the Adoption of a Social Networking Tool," Information Systems Research, INFORMS, vol. 24(1), pages 30-51, March.
    2. Ilse Lindenlaub & Anja Prummer, 2016. "Gender, Social Networks and Performance," Working Papers 807, Queen Mary University of London, School of Economics and Finance.
    3. Delasay, Mohammad & Ingolfsson, Armann & Kolfal, Bora & Schultz, Kenneth, 2019. "Load effect on service times," European Journal of Operational Research, Elsevier, vol. 279(3), pages 673-686.
    4. Olivier Chatain & Philipp Meyer-Doyle, 2017. "Alleviating managerial dilemmas in human-capital-intensive firms through incentives: Evidence from M&A legal advisors," Strategic Management Journal, Wiley Blackwell, vol. 38(2), pages 232-254, February.
    5. Emanuele Gabriel Margherita & Alessio Maria Braccini, 2023. "Industry 4.0 Technologies in Flexible Manufacturing for Sustainable Organizational Value: Reflections from a Multiple Case Study of Italian Manufacturers," Information Systems Frontiers, Springer, vol. 25(3), pages 995-1016, June.
    6. Malgorzata Marchewka & Janusz Nesterak & Mariusz Sołtysik & Wojciech Szymla & Magdalena Wojnarowska, 2020. "Multitasking Effects on Individual Performance: An Experimental Eye-Tracking Study," European Research Studies Journal, European Research Studies Journal, vol. 0(1), pages 107-116.
    7. Stephen Michael Impink & Andrea Prat & Raffaella Sadun, 2021. "Communication within firms: evidence from CEO turnovers," CEP Discussion Papers dp1796, Centre for Economic Performance, LSE.
    8. Yash Babar & Gordon Burtch, 2020. "Examining the Heterogeneous Impact of Ride-Hailing Services on Public Transit Use," Information Systems Research, INFORMS, vol. 31(3), pages 820-834, September.
    9. Reza Mousavi & Bin Gu, 2024. "Resilience Messaging: The Effect of Governors’ Social Media Communications on Community Compliance During a Public Health Crisis," Information Systems Research, INFORMS, vol. 35(2), pages 505-527, June.
    10. Tadao Hoshino & Daichi Shimamoto & Yasuyuki Todo, 2020. "Accounting for Heterogeneity in Network Formation Behaviour: An Application to Vietnamese SMEs," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(5), pages 1042-1067, October.
    11. Zhuoxin Li & Sirkka L. Jarvenpaa, 2015. "Motivating IT-Mediated Crowds: The Effect of Goal Setting on Project Performance in Online Crowdfunding," Working Papers 15-07, NET Institute.
    12. Han Lai & Abdul Hameed Pitafi & Noman Hasany & Tahir Islam, 2021. "Enhancing Employee Agility Through Information Technology Competency: An Empirical Study of China," SAGE Open, , vol. 11(2), pages 21582440211, April.
    13. Nisar, Tahir M. & Prabhakar, Guru & Strakova, Lubica, 2019. "Social media information benefits, knowledge management and smart organizations," Journal of Business Research, Elsevier, vol. 94(C), pages 264-272.
    14. Orozco, Luis Antonio & Sanabria, John Alirio & Sosa, Juan Camilo & Aristizabal, Jeimy & López, Liliana, 2022. "How do IT investments interact with other resources to improve innovation?," Journal of Business Research, Elsevier, vol. 144(C), pages 358-365.
    15. Robert L. Bray & Decio Coviello & Andrea Ichino & Nicola Persico, 2016. "Multitasking, Multiarmed Bandits, and the Italian Judiciary," Manufacturing & Service Operations Management, INFORMS, vol. 18(4), pages 545-558, October.
    16. Dow, Kevin E. & Watson, Marcia Weidenmier & Shea, Vincent J., 2017. "Riding the waves of technology through the decades: The relation between industry-level information technology intensity and the cost of equity capital," International Journal of Accounting Information Systems, Elsevier, vol. 25(C), pages 18-28.
    17. Lyu, Wenjing & Liu, Jin, 2021. "Soft skills, hard skills: What matters most? Evidence from job postings," Applied Energy, Elsevier, vol. 300(C).
    18. Paulo B. Goes & Noyan Ilk & Mingfeng Lin & J. Leon Zhao, 2018. "When More Is Less: Field Evidence on Unintended Consequences of Multitasking," Management Science, INFORMS, vol. 64(7), pages 3033-3054, July.
    19. von Schéele, Fabian & Haftor, Darek M. & Pashkevich, Natallia, 2020. "Cognitive time as a service price determinant: Hidden dynamics and price collapse," Journal of Business Research, Elsevier, vol. 112(C), pages 248-253.
    20. Chou, Yen-Chun & Hao-Chun Chuang, Howard & Shao, Benjamin B.M., 2014. "The impacts of information technology on total factor productivity: A look at externalities and innovations," International Journal of Production Economics, Elsevier, vol. 158(C), pages 290-299.
    21. Xiaoyun Xiong & Peng Zhou & Yunqiang Yin & T. C. E. Cheng & Dengfeng Li, 2019. "An exact branch‐and‐price algorithm for multitasking scheduling on unrelated parallel machines," Naval Research Logistics (NRL), John Wiley & Sons, vol. 66(6), pages 502-516, September.
    22. Kuk, George & Schaarschmidt, Mario & Homscheid, Dirk, 2024. "All of the same breed? A networking perspective of private-collective innovation," Journal of Business Research, Elsevier, vol. 172(C).
    23. Lynn Wu & Erik Brynjolfsson, 2015. "The Future of Prediction: How Google Searches Foreshadow Housing Prices and Sales," NBER Chapters, in: Economic Analysis of the Digital Economy, pages 89-118, National Bureau of Economic Research, Inc.
    24. Emanuele Gabriel Margherita & Alessio Maria Braccini, 2021. "Industry 4.0 Technologies in Flexible Manufacturing for Sustainable Organizational Value: Reflections from a Multiple Case Study of Italian Manufacturers," Post-Print hal-03442440, HAL.
    25. Brad N. Greenwood & Kartik K. Ganju & Corey M. Angst, 2019. "How Does the Implementation of Enterprise Information Systems Affect a Professional’s Mobility? An Empirical Study," Information Systems Research, INFORMS, vol. 30(2), pages 563-594, June.
    26. Yuqian Xu & Tom Fangyun Tan & Serguei Netessine, 2022. "The Impact of Workload on Operational Risk: Evidence from a Commercial Bank," Management Science, INFORMS, vol. 68(4), pages 2668-2693, April.
    27. Indranil Bardhan & Viswanathan Krishnan & Shu Lin, 2013. "Research Note ---Business Value of Information Technology: Testing the Interaction Effect of IT and R&D on Tobin's Q," Information Systems Research, INFORMS, vol. 24(4), pages 1147-1161, December.
    28. Anatoli Colicev & Tuuli Hakkarainen & Torben Pedersen, 2023. "Multi‐project work and project performance: Friends or foes?," Strategic Management Journal, Wiley Blackwell, vol. 44(2), pages 610-636, February.
    29. Sunghun Chung & Animesh Animesh & Kunsoo Han & Alain Pinsonneault, 2019. "Software Patents and Firm Value: A Real Options Perspective on the Role of Innovation Orientation and Environmental Uncertainty," Information Systems Research, INFORMS, vol. 30(3), pages 1073-1097, September.
    30. Pankush Kalgotra & Ramesh Sharda & Roger McHaney, 2019. "Don’t Disturb Me! Understanding the Impact of Interruptions on Knowledge Work: an Exploratory Neuroimaging Study," Information Systems Frontiers, Springer, vol. 21(5), pages 1019-1030, October.
    31. Sinan Aral & Paramveer S. Dhillon, 2023. "What (Exactly) Is Novelty in Networks? Unpacking the Vision Advantages of Brokers, Bridges, and Weak Ties," Management Science, INFORMS, vol. 69(2), pages 1092-1115, February.
    32. Lien Vanbrabant & Kris Braekers & Katrien Ramaekers, 2021. "Improving emergency department performance by revising the patient–physician assignment process," Flexible Services and Manufacturing Journal, Springer, vol. 33(3), pages 783-845, September.
    33. Yingjie Zhang & Beibei Li & Ramayya Krishnan, 2020. "Learning Individual Behavior Using Sensor Data: The Case of Global Positioning System Traces and Taxi Drivers," Information Systems Research, INFORMS, vol. 31(4), pages 1301-1321, December.
    34. Diwas Singh KC, 2014. "Does Multitasking Improve Performance? Evidence from the Emergency Department," Manufacturing & Service Operations Management, INFORMS, vol. 16(2), pages 168-183, May.
    35. Velasco Vizcaíno, Franklin & Martin, Silvia L. & Cardenas, Juan J. & Cardenas, Marcelo, 2021. "Employees’ attitudes toward corporate social responsibility programs: The influence of corporate frugality and polychronicity organizational capabilities," Journal of Business Research, Elsevier, vol. 124(C), pages 538-546.
    36. Tom Fangyun Tan & Serguei Netessine, 2020. "At Your Service on the Table: Impact of Tabletop Technology on Restaurant Performance," Management Science, INFORMS, vol. 66(10), pages 4496-4515, October.
    37. Jin P. Gerlach & Ronald T. Cenfetelli, 2022. "Overcoming the Single-IS Paradigm in Individual-Level IS Research," Information Systems Research, INFORMS, vol. 33(2), pages 476-488, June.
    38. Lamar Pierce & Daniel C. Snow & Andrew McAfee, 2015. "Cleaning House: The Impact of Information Technology Monitoring on Employee Theft and Productivity," Management Science, INFORMS, vol. 61(10), pages 2299-2319, October.
    39. Hilal Atasoy & Rajiv D. Banker & Paul A. Pavlou, 2021. "Information Technology Skills and Labor Market Outcomes for Workers," Information Systems Research, INFORMS, vol. 32(2), pages 437-461, June.
    40. Tayyba Rasool & Nosheen Fatima Warraich & Muhammad Sajid, 2022. "Examining the Impact of Technology Overload at the Workplace: A Systematic Review," SAGE Open, , vol. 12(3), pages 21582440221, July.
    41. Tobias Stucki & Daniel Wochner, 2019. "Technological and organizational capital: Where complementarities exist," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 28(3), pages 458-487, June.
    42. Arun Sundararajan & Foster Provost & Gal Oestreicher-Singer & Sinan Aral, 2013. "Research Commentary ---Information in Digital, Economic, and Social Networks," Information Systems Research, INFORMS, vol. 24(4), pages 883-905, December.
    43. Bertolotti, Fabiola & Mattarelli, Elisa & Vignoli, Matteo & Macrì, Diego Maria, 2015. "Exploring the relationship between multiple team membership and team performance: The role of social networks and collaborative technology," Research Policy, Elsevier, vol. 44(4), pages 911-924.
    44. Jiachen Sun & Peter Gloor, 2021. "E-Mail Network Patterns and Body Language Predict Risk-Taking Attitude," Future Internet, MDPI, vol. 13(1), pages 1-13, January.

  22. Erik Brynjolfsson & Yu (Jeffrey) Hu & Duncan Simester, 2011. "Goodbye Pareto Principle, Hello Long Tail: The Effect of Search Costs on the Concentration of Product Sales," Management Science, INFORMS, vol. 57(8), pages 1373-1386, August.

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    1. Konstantin Bauman & Alexander Tuzhilin, 2022. "Know Thy Context: Parsing Contextual Information from User Reviews for Recommendation Purposes," Information Systems Research, INFORMS, vol. 33(1), pages 179-202, March.
    2. Weeds, Helen, 2012. "Superstars and the long tail: The impact of technology on market structure in media industries," Information Economics and Policy, Elsevier, vol. 24(1), pages 60-68.
    3. Alexander Cuntz, 2018. "Creators’ Income Situation in the Digital Age," LIS Working papers 755, LIS Cross-National Data Center in Luxembourg.
    4. Marc Bourreau & Romain Lestage & François Moreau, 2017. "E-commerce and the market structure of the recorded music industry," Applied Economics Letters, Taylor & Francis Journals, vol. 24(9), pages 598-601, May.
    5. Yongjin Park & Youngsok Bang & Jae-Hyeon Ahn, 2020. "How Does the Mobile Channel Reshape the Sales Distribution in E-Commerce?," Information Systems Research, INFORMS, vol. 31(4), pages 1164-1182, December.
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    1. Steel, Will & Daglish, Toby & Marriott, Lisa & Gemmell, Norman & Howell, Bronwyn, 2013. "E-Commerce and its effect upon the Retail Industry and Government Revenue," Working Paper Series 19294, Victoria University of Wellington, The New Zealand Institute for the Study of Competition and Regulation.
    2. Anindya Ghose & Avi Goldfarb & Sang Pil Han, 2013. "How Is the Mobile Internet Different? Search Costs and Local Activities," Information Systems Research, INFORMS, vol. 24(3), pages 613-631, September.
    3. Shengjun Mao & Sanjeev Dewan & Yi-Jen (Ian) Ho, 2023. "Personalized Ranking at a Mobile App Distribution Platform," Information Systems Research, INFORMS, vol. 34(3), pages 811-827, September.
    4. Brett Danaher & Yan Huang & Michael D. Smith & Rahul Telang, 2014. "An Empirical Analysis of Digital Music Bundling Strategies," Management Science, INFORMS, vol. 60(6), pages 1413-1433, June.
    5. Ratchford, Brian & Soysal, Gonca & Zentner, Alejandro & Gauri, Dinesh K., 2022. "Online and offline retailing: What we know and directions for future research," Journal of Retailing, Elsevier, vol. 98(1), pages 152-177.
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    7. Timothy Richards & Stephen Hamilton, 2015. "Attribute Search in Online Retail Grocery Markets," Working Papers 1505, California Polytechnic State University, Department of Economics.
    8. Stephen McDonald & Colin Wren, 2018. "Multibrand pricing as a strategy for consumer search obfuscation in online markets," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 27(2), pages 171-187, June.
    9. Brett Danaher & Michael D. Smith & Rahul Telang, 2013. "Piracy and Copyright Enforcement Mechanisms," NBER Working Papers 19150, National Bureau of Economic Research, Inc.
    10. Anindya Ghose & Panagiotis G. Ipeirotis & Beibei Li, 2019. "Modeling Consumer Footprints on Search Engines: An Interplay with Social Media," Management Science, INFORMS, vol. 65(3), pages 1363-1385, March.
    11. Georgios Petropoulos & Bertin Martens & Marshall Van Alstyne & Geoffrey Parker, 2021. "Towards efficient information sharing in network markets," Bruegel Working Papers 45784, Bruegel.
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    13. Steel, William & Daglish, Toby & Marriott, Lisa & Gemmell, Norman & Howell, Bronwyn, 2013. "A Proposed Pathway Towards Future Reform of New Zealand’s De Minimis Threshold," Working Paper Series 18775, Victoria University of Wellington, The New Zealand Institute for the Study of Competition and Regulation.
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    27. Richards, Timothy J. & Hamilton, Stephen F. & Allender, William, 2016. "Search and price dispersion in online grocery markets," International Journal of Industrial Organization, Elsevier, vol. 47(C), pages 255-281.
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    30. Luis Aguiar Wicht, 2019. "Going Mobile: The Effects of Smartphone Usage on Internet Consumption," JRC Working Papers on Digital Economy 2019-07, Joint Research Centre.
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    Cited by:

    1. Szalavetz, Andrea, 2012. "Az immateriális beruházások és a nem közvetlenül a termelésben foglalkoztatottak szerepe a gazdasági felzárkózásban [The role intangible investments and non-production workers play in economic catc," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(11), pages 1187-1206.

  25. Erik Brynjolfsson & Yu (Jeffrey) Hu & Michael D. Smith, 2010. "Research Commentary --- Long Tails vs. Superstars: The Effect of Information Technology on Product Variety and Sales Concentration Patterns," Information Systems Research, INFORMS, vol. 21(4), pages 736-747, December.

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    6. Kenney, Martin & Serhan, Hiam & Trystram, Gilles, 2020. "Digitalization and Platforms in Agriculture: Organizations, Power Asymmetry, and Collective Action Solutions," ETLA Working Papers 78, The Research Institute of the Finnish Economy.
    7. Daniel Lüke, 2024. "Tales of Tails: Sales Distribution and the Role of Retail Channels in the German Book Market," MAGKS Papers on Economics 202419, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
    8. Peter Mayerhofer & Peter Huber & Dieter Pennerstorfer, 2017. "Handel und Einzelhandel im Wiener Beschäftigungssystem. Arbeitsmarktrelevanz, Arbeitsplatzcharakteristika, absehbare Herausforderungen," WIFO Studies, WIFO, number 61951, July.
    9. Jason Greenberg & Daniel B. Sands & Gino Cattani & Joseph Porac, 2024. "Rating systems and increased heterogeneity in firm performance: Evidence from the New York City Restaurant Industry, 1994–2013," Strategic Management Journal, Wiley Blackwell, vol. 45(1), pages 36-65, January.
    10. Alejandro Zentner & Michael Smith & Cuneyd Kaya, 2013. "How Video Rental Patterns Change as Consumers Move Online," Management Science, INFORMS, vol. 59(11), pages 2622-2634, November.
    11. Cugno, Monica & Castagnoli, Rebecca & Büchi, Giacomo, 2021. "Openness to Industry 4.0 and performance: The impact of barriers and incentives," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
    12. Timothy J. Richards & Elliot Rabinovich, 2018. "The long‐tail of online grocery shopping," Agribusiness, John Wiley & Sons, Ltd., vol. 34(3), pages 509-523, June.
    13. Ali Hortaçsu & Chad Syverson, 2015. "The Ongoing Evolution of US Retail: A Format Tug-of-War," NBER Working Papers 21464, National Bureau of Economic Research, Inc.
    14. Tom Fangyun Tan & Serguei Netessine & Lorin Hitt, 2017. "Is Tom Cruise Threatened? An Empirical Study of the Impact of Product Variety on Demand Concentration," Information Systems Research, INFORMS, vol. 28(3), pages 643-660, September.
    15. Ratchford, Brian & Soysal, Gonca & Zentner, Alejandro, 2023. "Multichannel customer purchase behavior and long tail effects in the fashion goods market," Journal of Retailing, Elsevier, vol. 99(1), pages 46-65.
    16. Tobias Kretschmer & Christian Peukert, 2020. "Video Killed the Radio Star? Online Music Videos and Recorded Music Sales," Information Systems Research, INFORMS, vol. 31(3), pages 776-800, September.
    17. Lawrence Bunnell & Kweku-Muata Osei-Bryson & Victoria Y. Yoon, 0. "RecSys Issues Ontology: A Knowledge Classification of Issues for Recommender Systems Researchers," Information Systems Frontiers, Springer, vol. 0, pages 1-42.
    18. Cho, Daegon & Smith, Michael D. & Telang, Rahul, 2017. "An empirical analysis of the frequency and location of concerts in the digital age," Information Economics and Policy, Elsevier, vol. 40(C), pages 41-47.
    19. Xuan Bi & Gediminas Adomavicius & William Li & Annie Qu, 2022. "Improving Sales Forecasting Accuracy: A Tensor Factorization Approach with Demand Awareness," INFORMS Journal on Computing, INFORMS, vol. 34(3), pages 1644-1660, May.
    20. Joost Rietveld & Joe N. Ploog, 2022. "On top of the game? The double‐edged sword of incorporating social features into freemium products," Strategic Management Journal, Wiley Blackwell, vol. 43(6), pages 1182-1207, June.
    21. Sirui Li & Ying Liu & Jing Su & Xin Luo & Xiao Yang, 2023. "Can e-commerce platforms build the resilience of brick-and-mortar businesses to the COVID-19 shock? An empirical analysis in the Chinese retail industry," Electronic Commerce Research, Springer, vol. 23(4), pages 2827-2857, December.
    22. Irfan Kanat & T. S. Raghu & Ajay Vinzé, 2020. "Heads or Tails? Network Effects on Game Purchase Behavior in The Long Tail Market," Information Systems Frontiers, Springer, vol. 22(4), pages 803-814, August.
    23. Taeuscher, Karl, 2019. "Reputation and new venture performance in online markets: The moderating role of market crowding," Journal of Business Venturing, Elsevier, vol. 34(6).
    24. Mina Nasiri & Minna Saunila & Juhani Ukko & Tero Rantala & Hannu Rantanen, 2023. "Shaping Digital Innovation Via Digital-related Capabilities," Information Systems Frontiers, Springer, vol. 25(3), pages 1063-1080, June.
    25. Culot, Giovanna & Orzes, Guido & Sartor, Marco & Nassimbeni, Guido, 2020. "The future of manufacturing: A Delphi-based scenario analysis on Industry 4.0," Technological Forecasting and Social Change, Elsevier, vol. 157(C).
    26. Neirotti, Paolo & Raguseo, Elisabetta & Paolucci, Emilio, 2016. "Are customers’ reviews creating value in the hospitality industry? Exploring the moderating effects of market positioning," International Journal of Information Management, Elsevier, vol. 36(6), pages 1133-1143.
    27. Zhou, Meihua & Angelopoulos, Spyros & Ou, Carol & Liu, Hongwei & Liang, Zhouyang, 2023. "Optimization of dynamic product offerings on online marketplaces: A network theory perspective," Other publications TiSEM 75d71155-88bf-4ff7-aba1-9, Tilburg University, School of Economics and Management.
    28. Lawrence Bunnell & Kweku-Muata Osei-Bryson & Victoria Y. Yoon, 2020. "RecSys Issues Ontology: A Knowledge Classification of Issues for Recommender Systems Researchers," Information Systems Frontiers, Springer, vol. 22(6), pages 1377-1418, December.
    29. Subrahmanyam Aditya Karanam & Ashish Agarwal & Anitesh Barua, 2023. "Design for Social Sharing: The Case of Mobile Apps," Information Systems Research, INFORMS, vol. 34(2), pages 721-743, June.
    30. Ruomeng Cui & Meng Li & Qiang Li, 2020. "Value of High-Quality Logistics: Evidence from a Clash Between SF Express and Alibaba," Management Science, INFORMS, vol. 66(9), pages 3879-3902, September.
    31. Ordanini, Andrea & Nunes, Joseph C., 2016. "From fewer blockbusters by more superstars to more blockbusters by fewer superstars: How technological innovation has impacted convergence on the music chart," International Journal of Research in Marketing, Elsevier, vol. 33(2), pages 297-313.
    32. Johannes Loh, 2022. "Selection, Consumption, and New Music Exploration in an Online Social Network: A Dyadic Approach," CESifo Working Paper Series 10120, CESifo.
    33. Matt Wimble & John Tripp & Brandis Phillips & Nash Milic, 2016. "On search cost and the long tail: the moderating role of search cost," Information Systems and e-Business Management, Springer, vol. 14(3), pages 507-531, August.
    34. Cho, Daegon & Hwang, Youngdeok & Park, Jongwon, 2018. "More buzz, more vibes: Impact of social media on concert distribution," Journal of Economic Behavior & Organization, Elsevier, vol. 156(C), pages 103-113.
    35. Mary J. Benner & Joel Waldfogel, 2023. "Changing the channel: Digitization and the rise of “middle tail” strategies," Strategic Management Journal, Wiley Blackwell, vol. 44(1), pages 264-287, January.
    36. Sirui Li & Ying Liu & Jing Su & Xin Luo & Xiao Yang, 2022. "Can e-commerce platforms build the resilience of brick-and-mortar businesses to the COVID-19 shock? An empirical analysis in the Chinese retail industry," ULB Institutional Repository 2013/356995, ULB -- Universite Libre de Bruxelles.
    37. Wondwesen Tafesse, 2023. "The differential effects of developers’ app store strategy on the performance of niche and popular mobile apps," Journal of Marketing Analytics, Palgrave Macmillan, vol. 11(3), pages 317-330, September.
    38. Ganzaroli, Andrea & De Noni, Ivan & van Baalen, Peter, 2017. "Vicious advice: Analyzing the impact of TripAdvisor on the quality of restaurants as part of the cultural heritage of Venice," Tourism Management, Elsevier, vol. 61(C), pages 501-510.
    39. Day, Steven James & Fan, Xinyi & Shou, Yongyi, 2024. "Digital technology use decisions by micro- and small-sized complementors in ecosystems: The influence of subjective norms," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
    40. Hoskins, Jake D., 2020. "The evolving role of hit and niche products in brick-and-mortar retail category assortment planning: A large-scale empirical investigation of U.S. consumer packaged goods," Journal of Retailing and Consumer Services, Elsevier, vol. 57(C).
    41. Sklenarz, Felix Anton & Edeling, Alexander & Himme, Alexander & Wichmann, Julian R.K., 2024. "Does bigger still mean better? How digital transformation affects the market share–profitability relationship," International Journal of Research in Marketing, Elsevier, vol. 41(4), pages 648-670.
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    116. Relihan, Lindsay, 2022. "Is online retail killing coffee shops? Estimating the winners and losers of online retail using customer transaction microdata," LSE Research Online Documents on Economics 117805, London School of Economics and Political Science, LSE Library.
    117. Jürgen Neumann & Dominik Gutt & Dennis Kundisch, 2018. "The Traveling Reviewer Problem – Exploring the Relationship between Offline Locations and Online Rating Behavior," Working Papers Dissertations 44, Paderborn University, Faculty of Business Administration and Economics.
    118. Erik Brynjolfsson & Yu (Jeffrey) Hu & Michael D. Smith, 2010. "Research Commentary --- Long Tails vs. Superstars: The Effect of Information Technology on Product Variety and Sales Concentration Patterns," Information Systems Research, INFORMS, vol. 21(4), pages 736-747, December.
    119. Gal OEstreicher-Singer & Barak Libai, 2011. "Assessing Value in Product Networks," Working Papers 11-29, NET Institute, revised Sep 2011.
    120. Nie, Jiajia & Zhong, Ling & Yan, Hong & Yang, Wenjuan, 2019. "Retailers' distribution channel strategies with cross-channel effect in a competitive market," International Journal of Production Economics, Elsevier, vol. 213(C), pages 32-45.
    121. Yijuan Chen & Xiangting Hu & Sanxi Li, 2022. "Complementarity between online and offline channels for quality signaling," Journal of Economics, Springer, vol. 135(1), pages 49-74, January.
    122. H. Alice Li & Xiang Wan, 2023. "Impact of conflict delisting and relisting on remaining products in retail stores: Sales gains across products categories and spillovers to nearby stores," Production and Operations Management, Production and Operations Management Society, vol. 32(7), pages 2264-2282, July.
    123. Subrata Mitra, 2022. "Economic models of price competition between traditional and online retailing under showrooming," DECISION: Official Journal of the Indian Institute of Management Calcutta, Springer;Indian Institute of Management Calcutta, vol. 49(1), pages 29-63, March.
    124. Bastian Stockinger, 2019. "Broadband internet availability and establishments’ employment growth in Germany: evidence from instrumental variables estimations," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 53(1), pages 1-23, December.
    125. Panicker, Vidya Sukumara & Upadhyayula, Rajesh Srinivas & Sivakumar, Sandeep, 2022. "Internationalization of hybrid state-owned enterprises from emerging markets: Institutional investors as enablers," Journal of Business Research, Elsevier, vol. 151(C), pages 409-422.
    126. Hübner, Alexander & Hense, Jonas & Dethlefs, Christian, 2022. "The revival of retail stores via omnichannel operations: A literature review and research framework," European Journal of Operational Research, Elsevier, vol. 302(3), pages 799-818.
    127. Huang, Lingchen & Huang, Zongsheng & Liu, Bin, 2022. "Interacting with strategic waiting for store brand: Online selling format selection," Journal of Retailing and Consumer Services, Elsevier, vol. 67(C).
    128. Necati Ertekin & Mehmet Gümüş & Mohammad E. Nikoofal, 2022. "Online-Exclusive or Hybrid? Channel Merchandising Strategies for Ship-to-Store Implementation," Management Science, INFORMS, vol. 68(8), pages 5828-5846, August.
    129. Ajay K. Agrawal & Christian Catalini & Avi Goldfarb, 2011. "The Geography of Crowdfunding," NBER Working Papers 16820, National Bureau of Economic Research, Inc.
    130. May Truong & Alok Gupta & Wolfgang Ketter & Eric van Heck, 2022. "Buyers’ Strategic Behavior in B2B Multichannel Auction Markets: When an Online Posted Price Channel Is Incorporated into a Dutch Auction System," Information Systems Research, INFORMS, vol. 33(4), pages 1344-1367, December.
    131. KIM, Kyeongbae & LEE, Gong, 2024. "Who Benefits from Food Delivery Platforms? The Heterogeneous Effects of Platforms on Restaurant Sales," Hitotsubashi Journal of Economics, Hitotsubashi University, vol. 65(1), pages 65-93, June.
    132. Carrillo, Janice E. & Vakharia, Asoo J. & Wang, Ruoxuan, 2014. "Environmental implications for online retailing," European Journal of Operational Research, Elsevier, vol. 239(3), pages 744-755.
    133. Georg Goetz & Daniel Herold & Phil-Adrian Klotz & Jan Thomas Schaefer, 2020. "The Substitutability between Brick-and-Mortar Stores and e-Commerce - The Case of Books," MAGKS Papers on Economics 202011, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
    134. Mingfeng Lin & Henry C. Lucas & Galit Shmueli, 2013. "Research Commentary ---Too Big to Fail: Large Samples and the p -Value Problem," Information Systems Research, INFORMS, vol. 24(4), pages 906-917, December.
    135. Ajay Agrawal & Christian Catalini & Avi Goldfarb, 2010. "Entrepreneurial Finance and the Flat-World Hypothesis: Evidence from Crowd-Funding Entrepreneurs in the Arts," Working Papers 10-08, NET Institute, revised Sep 2010.

  27. Duncan Simester & Yu (Jeffrey) Hu & Erik Brynjolfsson & Eric T. Anderson, 2009. "Dynamics Of Retail Advertising: Evidence From A Field Experiment," Economic Inquiry, Western Economic Association International, vol. 47(3), pages 482-499, July.

    Cited by:

    1. Garrett A. Johnson & Randall A. Lewis & David H. Reiley, 2017. "When Less Is More: Data and Power in Advertising Experiments," Marketing Science, INFORMS, vol. 36(1), pages 43-53, January.
    2. Navdeep S. Sahni, 2015. "Effect of temporal spacing between advertising exposures: Evidence from online field experiments," Quantitative Marketing and Economics (QME), Springer, vol. 13(3), pages 203-247, September.
    3. Madhobi Hossain & Tiasha Islam, 2019. "Effect of Advertising Expenses and Sales Incentives on Financial Performance: Dissecting the Cases of Two Market Leaders," Business and Economic Research, Macrothink Institute, vol. 9(1), pages 69-83, March.
    4. Seth Stephens-Davidowitz & Hal Varian & Michael D. Smith, 2017. "Super returns to Super Bowl ads?," Quantitative Marketing and Economics (QME), Springer, vol. 15(1), pages 1-28, March.
    5. Lint Barrage & Eric Chyn & Justine Hastings, 2020. "Advertising and Environmental Stewardship: Evidence from the BP Oil Spill," American Economic Journal: Economic Policy, American Economic Association, vol. 12(1), pages 33-61, February.
    6. Hailiang Chen & Prabuddha De & Yu Jeffrey Hu, 2015. "IT-Enabled Broadcasting in Social Media: An Empirical Study of Artists’ Activities and Music Sales," Information Systems Research, INFORMS, vol. 26(3), pages 513-531, September.
    7. Harikesh S. Nair & Sanjog Misra & William J. Hornbuckle IV & Ranjan Mishra & Anand Acharya, 2017. "Big Data and Marketing Analytics in Gaming: Combining Empirical Models and Field Experimentation," Marketing Science, INFORMS, vol. 36(5), pages 699-725, September.
    8. Navdeep Sahni, 2015. "Effect of temporal spacing between advertising exposures: Evidence from online field experiments," Quantitative Marketing and Economics (QME), Springer, vol. 13(3), pages 203-247, September.
    9. Ruichang Lu & Qiaowei Shen & Tenghui Wang & Xiaojun Zhang, 2022. "Frenemies: Corporate Advertising Under Common Ownership," Management Science, INFORMS, vol. 68(6), pages 4645-4669, June.
    10. Gázquez-Abad, Juan Carlos & Canniére, Marie Hélène De & Martínez-López, Francisco J., 2011. "Dynamics of Customer Response to Promotional and Relational Direct Mailings from an Apparel Retailer: The Moderating Role of Relationship Strength," Journal of Retailing, Elsevier, vol. 87(2), pages 166-181.
    11. Tuli, Kapil R. & Mukherjee, Anirban & Dekimpe, Marnik G., 2012. "On the Value Relevance of Retailer Advertising Spending and Same-store Sales Growth," Journal of Retailing, Elsevier, vol. 88(4), pages 447-461.
    12. van Diepen, Merel & Donkers, Bas & Franses, Philip Hans, 2009. "Does irritation induced by charitable direct mailings reduce donations?," International Journal of Research in Marketing, Elsevier, vol. 26(3), pages 180-188.
    13. Hu, Yu Jeffrey & Tang, Zhulei, 2014. "The impact of sales tax on internet and catalog sales: Evidence from a natural experiment," International Journal of Industrial Organization, Elsevier, vol. 32(C), pages 84-90.
    14. Hong, Xianpei & Xu, Lei & Du, Peng & Wang, Wenjuan, 2015. "Joint advertising, pricing and collection decisions in a closed-loop supply chain," International Journal of Production Economics, Elsevier, vol. 167(C), pages 12-22.
    15. Lewis, Michael & Whitler, Kimberly A. & Hoegg, JoAndrea, 2013. "Customer Relationship Stage and the Use of Picture-Dominant versus Text-Dominant Advertising: A Field Study," Journal of Retailing, Elsevier, vol. 89(3), pages 263-280.
    16. Randall Lewis & David Reiley, 2014. "Online ads and offline sales: measuring the effect of retail advertising via a controlled experiment on Yahoo!," Quantitative Marketing and Economics (QME), Springer, vol. 12(3), pages 235-266, September.
    17. Wilfred Amaldoss & Woochoel Shin, 2011. "Competing for Low-End Markets," Marketing Science, INFORMS, vol. 30(5), pages 776-788, September.
    18. Tong Wang & Cheng He & Fujie Jin & Yu Jeffrey Hu, 2022. "Evaluating the Effectiveness of Marketing Campaigns for Malls Using a Novel Interpretable Machine Learning Model," Information Systems Research, INFORMS, vol. 33(2), pages 659-677, June.

  28. Erik Brynjolfsson & Andrew McAfee & Michael Sorell & Feng Zhu, 2007. "Scale without mass: business process replication and industry dynamics," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.

    Cited by:

    1. Fornaro, Paolo & Luomaranta, Henri, 2016. "Job Creation and the Role of Dependencies," ETLA Working Papers 44, The Research Institute of the Finnish Economy.
    2. Maria Borga & Robert E. Lipsey, 2009. "Factor Prices, Factor Substitution and Exporting in US Manufacturing Affiliates Abroad," The World Economy, Wiley Blackwell, vol. 32(1), pages 30-48, January.
    3. Claudio Battiati & Cecilia Jona-Lasinio & Silvia Sopranzetti, 2020. "Productivity growth and global value chain participation in the digital age," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2020-04, Economic Statistics Centre of Excellence (ESCoE).
    4. Young Gak Kim & Hyeog Ug Kwon, 2017. "Aggregate and Firm-level Volatility in the Japanese Economy," The Japanese Economic Review, Japanese Economic Association, vol. 68(2), pages 158-172, June.
    5. Dominique Guellec, 2020. "Digital Innovation and the Distribution of Income," NBER Chapters, in: Measuring and Accounting for Innovation in the Twenty-First Century, pages 323-370, National Bureau of Economic Research, Inc.
    6. Polder, Michael & Leeuwen, George van & Mohnen, Pierre & Raymond, Wladimir, 2009. "Productivity effects of innovation modes," MPRA Paper 18893, University Library of Munich, Germany.
    7. Young Bong Chang & Vijay Gurbaxani, 2012. "The Impact of IT-Related Spillovers on Long-Run Productivity: An Empirical Analysis," Information Systems Research, INFORMS, vol. 23(3-part-2), pages 868-886, September.

  29. Marshall Van Alstyne & Erik Brynjolfsson, 2005. "Global Village or Cyber-Balkans? Modeling and Measuring the Integration of Electronic Communities," Management Science, INFORMS, vol. 51(6), pages 851-868, June.

    Cited by:

    1. Varadarajan, Rajan & Srinivasan, Raji & Vadakkepatt, Gautham Gopal & Yadav, Manjit S. & Pavlou, Paul A. & Krishnamurthy, Sandeep & Krause, Tom, 2010. "Interactive Technologies and Retailing Strategy: A Review, Conceptual Framework and Future Research Directions," Journal of Interactive Marketing, Elsevier, vol. 24(2), pages 96-110.
    2. Yanhao Wei & Pinar Yildirim & Christophe Van den Bulte & Chrysanthos Dellarocas, 2016. "Credit Scoring with Social Network Data," Marketing Science, INFORMS, vol. 35(2), pages 234-258, March.
    3. Daniel Fleder & Kartik Hosanagar, 2009. "Blockbuster Culture's Next Rise or Fall: The Impact of Recommender Systems on Sales Diversity," Management Science, INFORMS, vol. 55(5), pages 697-712, May.
    4. Shaheer, Noman Ahmed & Li, Sali, 2020. "The CAGE around cyberspace? How digital innovations internationalize in a virtual world," Journal of Business Venturing, Elsevier, vol. 35(1).
    5. Jianjun Lu & Shozo Tokinaga, 2013. "Analysis of cluster formations on planer cells based on genetic programming," Computational and Mathematical Organization Theory, Springer, vol. 19(4), pages 426-445, December.
    6. Xu, Haifeng & Ding, Yi & Zhang, Cheng & Tan, Bernard C.Y., 2023. "Too official to be effective: An empirical examination of unofficial information channel and continued use of retracted articles," Research Policy, Elsevier, vol. 52(7).
    7. Shane Greenstein & Yuan Gu & Feng Zhu, 2016. "Ideological Segregation among Online Collaborators: Evidence from Wikipedians," Harvard Business School Working Papers 17-028, Harvard Business School, revised Mar 2017.
    8. Elina H. Hwang & Param Vir Singh & Linda Argote, 2015. "Knowledge Sharing in Online Communities: Learning to Cross Geographic and Hierarchical Boundaries," Organization Science, INFORMS, vol. 26(6), pages 1593-1611, December.
    9. Liang Chen & Noman Shaheer & Jingtao Yi & Sali Li, 2019. "The international penetration of ibusiness firms: Network effects, liabilities of outsidership and country clout," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 50(2), pages 172-192, March.
    10. Guo, Xiaohong & Tu, Yongqian, 2023. "How digital finance affects carbon intensity–The moderating role of financial supervision," Finance Research Letters, Elsevier, vol. 55(PA).
    11. Michael Braun & André Bonfrer, 2011. "Scalable Inference of Customer Similarities from Interactions Data Using Dirichlet Processes," Marketing Science, INFORMS, vol. 30(3), pages 513-531, 05-06.
    12. Lilach Nachum & Srilata Zaheer & Shulamith Gross, 2008. "Does It Matter Where Countries Are? Proximity to Knowledge, Markets and Resources, and MNE Location Choices," Management Science, INFORMS, vol. 54(7), pages 1252-1265, July.
    13. Guy Aridor & Duarte Gonçalves & Daniel Kluver & Ruoyan Kong & Joseph Konstan, 2022. "The Informational Role of Online Recommendations: Evidence from a Field Experiment," CESifo Working Paper Series 10129, CESifo.
    14. Congbo Chen & Azhong Ye, 2021. "Threshold Effect of the Internet on Regional Innovation in China," Sustainability, MDPI, vol. 13(19), pages 1-13, September.
    15. Shaheer, Noman & Chen, Liang & Yi, Jingtao & Li, Sali & Su, Huiwen, 2024. "Network effects, word of mouth, and entry performance: A study of digital freemium products," Journal of World Business, Elsevier, vol. 59(6).
    16. Robert Ackland & Kyosuke Tanaka, 2015. "Development Impact of Social Media," World Bank Publications - Reports 23642, The World Bank Group.
    17. Noemi Oggero & Mariacristina Rossi & Elisa Ughetto, 2019. "“Entrepreneurial Spirits in Women and Men. The Role of Financial Literacy and Digital Skills"," CeRP Working Papers 187, Center for Research on Pensions and Welfare Policies, Turin (Italy).
    18. Yingda Lu & Kinshuk Jerath & Param Vir Singh, 2013. "The Emergence of Opinion Leaders in a Networked Online Community: A Dyadic Model with Time Dynamics and a Heuristic for Fast Estimation," Management Science, INFORMS, vol. 59(8), pages 1783-1799, August.
    19. Jason Chan & Anindya Ghose & Robert Seamans, 2013. "The Internet and Hate Crime: Offline Spillovers from Online Access," Working Papers 13-02, NET Institute.
    20. Fauchart, Emmanuelle & Bacache-Beauvallet, Maya & Bourreau, Marc & Moreau, François, 2022. "Do-It-Yourself or Do-It-Together: How digital technologies affect creating alone or with others?," Technovation, Elsevier, vol. 112(C).
    21. Kartik Hosanagar & Daniel Fleder & Dokyun Lee & Andreas Buja, 2014. "Will the Global Village Fracture Into Tribes? Recommender Systems and Their Effects on Consumer Fragmentation," Management Science, INFORMS, vol. 60(4), pages 805-823, April.
    22. Giovanni Luca Ciampaglia, 2018. "Fighting fake news: a role for computational social science in the fight against digital misinformation," Journal of Computational Social Science, Springer, vol. 1(1), pages 147-153, January.
    23. David Bell & Sangyoung Song, 2007. "Neighborhood effects and trial on the internet: Evidence from online grocery retailing," Quantitative Marketing and Economics (QME), Springer, vol. 5(4), pages 361-400, December.
    24. Neirotti, Paolo & Raguseo, Elisabetta & Paolucci, Emilio, 2016. "Are customers’ reviews creating value in the hospitality industry? Exploring the moderating effects of market positioning," International Journal of Information Management, Elsevier, vol. 36(6), pages 1133-1143.
    25. Shaheer, Noman & Chen, Yu & Kim, Hoik & Li, Sali, 2024. "Disguise or disclose? How identities of individual entrepreneurs on digital platforms influence their international success," Journal of International Management, Elsevier, vol. 30(2).
    26. Park, Sangchul, 2019. "Why information security law has been ineffective in addressing security vulnerabilities: Evidence from California data breach notifications and relevant court and government records," International Review of Law and Economics, Elsevier, vol. 58(C), pages 132-145.
    27. Forman, Chris & van Zeebroeck, Nicolas, 2019. "Digital technology adoption and knowledge flows within firms: Can the Internet overcome geographic and technological distance?," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    28. Ron Berman & Zsolt Katona, 2016. "The Impact of Curation Algorithms on Social Network Content Quality and Structure," Working Papers 16-08, NET Institute.
    29. Ruiqi Rich Zhu & Cheng He & Yu Jeffrey Hu, 2023. "The Effect of Product Recommendations on Online Investor Behaviors," Papers 2303.14263, arXiv.org, revised Nov 2023.
    30. Sinan Aral & Paramveer S. Dhillon, 2023. "What (Exactly) Is Novelty in Networks? Unpacking the Vision Advantages of Brokers, Bridges, and Weak Ties," Management Science, INFORMS, vol. 69(2), pages 1092-1115, February.
    31. Suddaby, Roy & Ganzin, Max & Minkus, Alison, 2017. "Craft, magic and the re-enchantment of the world," European Management Journal, Elsevier, vol. 35(3), pages 285-296.
    32. Waverly W. Ding & Sharon G. Levin & Paula E. Stephan & Anne E. Winkler, 2010. "The Impact of Information Technology on Academic Scientists' Productivity and Collaboration Patterns," Management Science, INFORMS, vol. 56(9), pages 1439-1461, September.
    33. Schwarz, Marco A., 2017. "The Impact of Social Media On Belief Formation," Rationality and Competition Discussion Paper Series 57, CRC TRR 190 Rationality and Competition.
    34. Adrienne B. Keller & Vijay S. Limaye, 2020. "Engaged Science: Strategies, Opportunities and Benefits," Sustainability, MDPI, vol. 12(19), pages 1-11, September.
    35. Chris Forman, 2013. "How has information technology use shaped the geography of economic activity?," Chapters, in: Frank Giarratani & Geoffrey J.D. Hewings & Philip McCann (ed.), Handbook of Industry Studies and Economic Geography, chapter 10, pages 253-270, Edward Elgar Publishing.
    36. Tian Heong Chan & Haibo Liu & Steffen Keck & Wenjie Tang, 2023. "When do teams generate valuable inventions? The moderating role of invention integrality on the effects of expertise similarity, network cohesion, and gender diversity," Production and Operations Management, Production and Operations Management Society, vol. 32(6), pages 1760-1777, June.
    37. Shane Greenstein & Grace Gu & Feng Zhu, 2021. "Ideology and Composition Among an Online Crowd: Evidence from Wikipedians," Management Science, INFORMS, vol. 67(5), pages 3067-3086, May.
    38. Francesco Ciabuschi & Henrik Dellestrand & Philip Kappen, 2011. "Exploring the Effects of Vertical and Lateral Mechanisms in International Knowledge Transfer Projects," Management International Review, Springer, vol. 51(2), pages 129-155, April.
    39. Gandal, Neil & Bar-Gill, Sagit, 2017. "Online Exploration, Content Choice & Echo Chambers: An Experiment," CEPR Discussion Papers 11909, C.E.P.R. Discussion Papers.
    40. Daniel Fleder & Kartik Hosanagar & Andreas Buja, 2008. "Recommender Systems and their Effects on Consumers: The Fragmentation Debate," Working Papers 08-44, NET Institute, revised Mar 2010.
    41. JaeHong Park & Prabhudev Konana & Bin Gu & Alok Kumar & Rajagopal Raghunathan, 2013. "Information Valuation and Confirmation Bias in Virtual Communities: Evidence from Stock Message Boards," Information Systems Research, INFORMS, vol. 24(4), pages 1050-1067, December.

  30. Erik Brynjolfsson & Yu (Jeffrey) Hu & Michael D. Smith, 2003. "Consumer Surplus in the Digital Economy: Estimating the Value of Increased Product Variety at Online Booksellers," Management Science, INFORMS, vol. 49(11), pages 1580-1596, November.
    See citations under working paper version above.
  31. Erik Brynjolfsson & Lorin M. Hitt, 2003. "Computing Productivity: Firm-Level Evidence," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 793-808, November.
    See citations under working paper version above.
  32. Timothy F. Bresnahan & Erik Brynjolfsson & Lorin M. Hitt, 2002. "Information Technology, Workplace Organization, and the Demand for Skilled Labor: Firm-Level Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 339-376.
    See citations under working paper version above.
  33. Erik Brynjolfsson & Loren Hitt & Shinkyu Yang, 2002. "Intangible Assets: How the Interaction of Computers and Organizational Structure Affects Stock Market Valuations," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 33(1), pages 137-198.

    Cited by:

    1. Graziella Bonanno, 2016. "ICT and R&D as inputs or efficiency determinants? Analysing Italian manufacturing firms (2007–2009)," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 6(3), pages 383-404, December.
    2. Carol Corrado & Charles Hulten & Daniel Sichel, 2005. "Measuring Capital and Technology: An Expanded Framework," NBER Chapters, in: Measuring Capital in the New Economy, pages 11-46, National Bureau of Economic Research, Inc.
    3. Boyan Jovanovic & Peter L. Rousseau, 2008. "Specific Capital and Technological Variety," NBER Working Papers 13998, National Bureau of Economic Research, Inc.
    4. Robert J. Gordon, 2000. "Does the "New Economy" Measure Up to the Great Inventions of the Past?," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 49-74, Fall.
    5. Robert E. Hall & Baruch Lev & Erik Brynjolfsson & Lorin Hitt, 2005. "Remarks," NBER Chapters, in: Measuring Capital in the New Economy, pages 557-576, National Bureau of Economic Research, Inc.
    6. Ellen McGrattan, 2012. "Online Appendix to "Transition to FDI Openness: Reconciling Theory and Evidence"," Online Appendices 12-94, Review of Economic Dynamics.
    7. Thijs Van Rens & Marija Vukotić, 2023. "Delayed Adjustment and Persistence in Macroeconomic Models," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 55(6), pages 1325-1356, September.
    8. Carol Corrado & Charles Hulten & Daniel Sichel, 2009. "Intangible Capital And U.S. Economic Growth," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 55(3), pages 661-685, September.
    9. Bart van Ark & Charles R. Hulten, 2007. "Innovation, Intangibles and Economic Growth: Towards A Comprehensive Accounting of the Knowledge Economy," Economics Program Working Papers 07-02, The Conference Board, Economics Program.
    10. François-Xavier de Vaujany & Nathalie Mitev & Matthew Smith & Isabelle Walsh, 2017. "Renewing Literature Reviews in MIS Research? A Critical Realist Approach," Working Papers hal-01648133, HAL.
    11. Richard Green & Kerry Vandell, "undated". "The Impact of Technology on the Internet on Commercial Real Estate," Wisconsin-Madison CULER working papers 01-11, University of Wisconsin Center for Urban Land Economic Research.
    12. Xiaolan Zhang, 2014. "Who Bears Firm-Level Risk? Implications for Cash Flow Volatility," 2014 Meeting Papers 184, Society for Economic Dynamics.
    13. Diego Comin & Bart Hobijn, 2007. "Implementing Technology," NBER Working Papers 12886, National Bureau of Economic Research, Inc.
    14. Benjamin David, 2014. "Contribution of ICT on Labor Market Polarization: an Evolutionary Approach," EconomiX Working Papers 2014-25, University of Paris Nanterre, EconomiX.
    15. Alberto Chong & Alejandro Micco, 2002. "Internet y la capacidad de innovar en América Latina," Research Department Publications 4292, Inter-American Development Bank, Research Department.
    16. Ellen R. McGrattan, 2011. "Transition to FDI Openness: Reconciling Theory and Evidence," NBER Working Papers 16774, National Bureau of Economic Research, Inc.
    17. Francesco Venturini & Ana Rincon-Aznar & Dr Michela Vecchi, 2013. "ICT as a general purpose technology: spillovers, absorptive capacity and productivity performance," National Institute of Economic and Social Research (NIESR) Discussion Papers 416, National Institute of Economic and Social Research.
    18. Alfredo Martín-Oliver & Vicente Salas-Fumas, 2007. "The output and profit contribution of information technology and advertising investments in banks," Working Papers 0740, Banco de España.
    19. Gu, Wulong Gera, Surendra, 2004. "The Effect of Organizational Innovation and Information Technology on Firm Performance," The Canadian Economy in Transition 2004007e, Statistics Canada, Economic Analysis Division.
    20. Bruno Caprettini, 2008. "Finance and the Diffusion of Digital Technologies," Rivista di Politica Economica, SIPI Spa, vol. 98(6), pages 79-122, November-.
    21. Gunn, Christopher M., 2015. "Animal spirits as an engine of boom-busts and throttle of productivity growth," Journal of Economic Dynamics and Control, Elsevier, vol. 57(C), pages 24-53.
    22. Dieter Sadowski & Oliver Ludewig, 2003. "Organisational Capital: The Power of an Economic Metaphor: Organisational Capital in German Establishments," IAAEG Discussion Papers until 2011 200302, Institute of Labour Law and Industrial Relations in the European Union (IAAEU).
    23. Chong, Alberto & Micco, Alejandro, 2003. "The Internet and the ability to innovate in Latin America," Emerging Markets Review, Elsevier, vol. 4(1), pages 53-72, March.
    24. Hashmi, Aamir Rafique, 2007. "Intangible Capital, Barriers to Technology Adoption and Cross-Country Income Differences," MPRA Paper 5729, University Library of Munich, Germany.
    25. Erik Brynjolfsson & Lorin M. Hitt, 2003. "Computing Productivity: Firm-Level Evidence," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 793-808, November.
    26. Aitor Lacuesta & Omar Licandro & Teresa Molina & Luis A. Puch, 2009. "Innovation, Tangible and Intangible Investments and the Value of Spanish Firms," Working Papers 2009-19, FEDEA.
    27. Peter Bauer & Igor Fedotenkov & Aurelien Genty & Issam Hallak & Peter Harasztosi & David Martinez Turegano & David Nguyen & Nadir Preziosi & Ana Rincon-Aznar & Miguel Sanchez Martinez, 2020. "Productivity in Europe: Trends and drivers in a service-based economy," JRC Research Reports JRC119785, Joint Research Centre.
    28. Jason G. Cummins, 2004. "A new approach to the valuation of intangible capital," Finance and Economics Discussion Series 2004-17, Board of Governors of the Federal Reserve System (U.S.).
    29. Kathryn Shaw, 2004. "The Human Resources Revolution: Is It a Productivity Driver?," NBER Chapters, in: Innovation Policy and the Economy, Volume 4, pages 69-114, National Bureau of Economic Research, Inc.
    30. Maliranta, Mika & Rouvinen, Petri, 2003. "Productivity Effects of ICT in Finnish Business," Discussion Papers 852, The Research Institute of the Finnish Economy.
    31. Alain de Serres & Naomitsu Yashiro & Hervé Boulhol, 2014. "An international perspective on the New Zealand productivity paradox," Working Papers 2014/01, New Zealand Productivity Commission.
    32. Ana Rincon & Michela VECCHI & Francesco VENTURINI, 2012. "ICT spillovers, absorptive capacity and productivity performance," Quaderni del Dipartimento di Economia, Finanza e Statistica 103/2012, Università di Perugia, Dipartimento Economia.
    33. Martin Borowiecki & Bernhard Dachs & Doris Hanzl-Weiss & Steffen Kinkel & Johannes Pöschl & Magdolna Sass & Thomas Christian Schmall & Robert Stehrer & Andrea Szalavetz, 2012. "Global Value Chains and the EU Industry," wiiw Research Reports 383, The Vienna Institute for International Economic Studies, wiiw.
    34. Adam Seth Litwin, 2013. "Not Featherbedding, but Feathering the Nest: Human Resource Management and Investments in Information Technology," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 52(1), pages 22-52, January.
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    80. Kim Huat Goh & Jesse C. Bockstedt, 2013. "The Framing Effects of Multipart Pricing on Consumer Purchasing Behavior of Customized Information Good Bundles," Information Systems Research, INFORMS, vol. 24(2), pages 334-351, June.
    81. Luís M. B. Cabral & Miguel Villas-Boas, 2005. "Bertrand Supertraps," Management Science, INFORMS, vol. 51(4), pages 599-613, April.
    82. Page, Kenneth & Pérez, Juan & Telha, Claudio & García-Echalar, Andrés & López-Ospina, Héctor, 2021. "Optimal bundle composition in competition for continuous attributes," European Journal of Operational Research, Elsevier, vol. 293(3), pages 1168-1187.
    83. Bistra Vassileva & Yordan Ivanov, 2017. "“3G” Business Model for Marketing 4.0: Implications for Circular Economy," Journal of Emerging Trends in Marketing and Management, The Bucharest University of Economic Studies, vol. 1(1), pages 124-134, October.
    84. Cheng, Wenli & Yang, Xiaokai, 2004. "Inframarginal analysis of division of labor: A survey," Journal of Economic Behavior & Organization, Elsevier, vol. 55(2), pages 137-174, October.
    85. Daniel Kaimann & Ilka Tanneberg & Joe Cox, 2021. "“I will survive”: Online streaming and the chart survival of music tracks," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 42(1), pages 3-20, January.
    86. Donna L. Hoffman, 2000. "The Revolution Will Not Be Televised: Introduction to the Special Issue on Marketing Science and the Internet," Marketing Science, INFORMS, vol. 19(1), pages 1-3.
    87. Ritwik Raj & Mark H. Karwan & Chase Murray & Lei Sun, 2022. "Itemized pricing in B2B bundles with diminishing reservation prices and loss averse customers," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 21(4), pages 375-392, August.
    88. Gayer, Amit & Shy, Oz, 2016. "A welfare evaluation of tying strategies," Research in Economics, Elsevier, vol. 70(4), pages 623-637.
    89. Erik Brynjolfsson & Yu (Jeffrey) Hu & Michael D. Smith, 2010. "Research Commentary --- Long Tails vs. Superstars: The Effect of Information Technology on Product Variety and Sales Concentration Patterns," Information Systems Research, INFORMS, vol. 21(4), pages 736-747, December.
    90. Akifumi Ishihara & Noriyuki Yanagawa, 2013. "Dark Sides of Patent Pools with Compulsory Independent Licensing," CARF F-Series CARF-F-318, Center for Advanced Research in Finance, Faculty of Economics, The University of Tokyo.
    91. Bauner, Christoph, 2015. "Mechanism choice and the buy-it-now auction: A structural model of competing buyers and sellers," International Journal of Industrial Organization, Elsevier, vol. 38(C), pages 19-31.
    92. Kamel Jedidi & Sharan Jagpal & Puneet Manchanda, 2003. "Measuring Heterogeneous Reservation Prices for Product Bundles," Marketing Science, INFORMS, vol. 22(1), pages 107-130, July.
    93. Chiarvesio, Maria & Di Maria, Eleonora & Micelli, Stefano, 2004. "From local networks of SMEs to virtual districts?: Evidence from recent trends in Italy," Research Policy, Elsevier, vol. 33(10), pages 1509-1528, December.
    94. Qianbo Yin & Kwei‐Long Huang & Chia‐Wei Kuo & Sean X. Zhou, 2021. "Add‐On Pricing in a Distribution Channel," Production and Operations Management, Production and Operations Management Society, vol. 30(11), pages 4069-4088, November.
    95. Sanjay Jain & P. K. Kannan, 2002. "Pricing of Information Products on Online Servers: Issues, Models, and Analysis," Management Science, INFORMS, vol. 48(9), pages 1123-1142, September.
    96. Richartz, P. Christoph & Abdulai, Awudu & Kornher, Lukas, 2020. "Attribute Non Attendance and Consumer Preferences for Online Food Products in Germany," German Journal of Agricultural Economics, Humboldt-Universitaet zu Berlin, Department for Agricultural Economics, vol. 69(01), March.
    97. Paul J.J. Welfens, 2004. "Digitale Soziale Marktwirtschaft: Probleme und Reformoptionen im Kontext der Expansion der Informations- und Kommunikationstechnologie," EIIW Discussion paper disbei123, Universitätsbibliothek Wuppertal, University Library.
    98. David Worden & Getu Hailu & Kate Jones & Yu Na Lee, 2022. "The effects of bundling on livestock producers' valuations of environmentally friendly traits available through genomic selection," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 70(4), pages 263-286, December.
    99. Tao Wang, 2023. "A Study on the Choice of Online Marketplace Co-Opetition Strategy Considering the Promotional Behavior of a Store on an E-Commerce Platform," Mathematics, MDPI, vol. 11(10), pages 1-16, May.
    100. Stole, Lars A., 2007. "Price Discrimination and Competition," Handbook of Industrial Organization, in: Mark Armstrong & Robert Porter (ed.), Handbook of Industrial Organization, edition 1, volume 3, chapter 34, pages 2221-2299, Elsevier.
    101. Erik Brynjolfsson & Xiaoquan (Michael) Zhang, 2007. "Innovation Incentives for Information Goods," NBER Chapters, in: Innovation Policy and the Economy, Volume 7, pages 99-123, National Bureau of Economic Research, Inc.
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    103. Cao, Qingning & Tang, Yuanzhao & Perera, Sandun & Zhang, Jianqiang, 2022. "Manufacturer- versus retailer-initiated bundling: Implications for the supply chain," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 157(C).
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    Cited by:

    1. Rafael Rob & Joel Waldfogel, 2004. "Piracy on the High C's: Music Downloading, Sales Displacement, and Social Welfare in a Sample of College Students," NBER Working Papers 10874, National Bureau of Economic Research, Inc.
    2. Kartik Hosanagar & John Chuang & Ramayya Krishnan & Michael D. Smith, 2008. "Service Adoption and Pricing of Content Delivery Network (CDN) Services," Management Science, INFORMS, vol. 54(9), pages 1579-1593, September.
    3. Laffont, Jean-Jacques, 2002. "Price discrimination and majority voting," Economics Letters, Elsevier, vol. 76(2), pages 173-178, July.
    4. Vibhanshu Abhishek & Jose A. Guajardo & Zhe Zhang, 2021. "Business Models in the Sharing Economy: Manufacturing Durable Goods in the Presence of Peer-to-Peer Rental Markets," Information Systems Research, INFORMS, vol. 32(4), pages 1450-1469, December.
    5. Doh Shin Jeon & Domenico Menicucci, 2001. "Optimal second-degree price discrimination and arbitrage: On the role of asymetric information among buyers," Economics Working Papers 624, Department of Economics and Business, Universitat Pompeu Fabra, revised Jan 2005.
    6. Hamed Aabasi, 2014. "Investigation of the Factors Influencing on Downloading Music by College Students with Using Structural Equations," International Journal of Academic Research in Business and Social Sciences, Human Resource Management Academic Research Society, International Journal of Academic Research in Business and Social Sciences, vol. 4(11), pages 46-53, November.
    7. Oz Shy, 2011. "A Short Survey of Network Economics," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 38(2), pages 119-149, March.
    8. Stan J. Liebowitz & Richard Watt, 2006. "How To Best Ensure Remuneration For Creators In The Market For Music? Copyright And Its Alternatives," Journal of Economic Surveys, Wiley Blackwell, vol. 20(4), pages 513-545, September.
    9. Yannis Bakos & Erik Brynjolfsson, 1999. "Bundling Information Goods: Pricing, Profits, and Efficiency," Management Science, INFORMS, vol. 45(12), pages 1613-1630, December.
    10. Rafael Rob & Joel Waldfogel, 2007. "Piracy On The Silver Screen," Journal of Industrial Economics, Wiley Blackwell, vol. 55(3), pages 379-395, September.
    11. Paul A. David, 2005. "A TRAGEDY OF THE PUBLIC KNOWLEDGE ‘COMMONS’? Global Science, Intellectual Property and the Digital Technology Boomerang," Development and Comp Systems 0502010, University Library of Munich, Germany.
    12. Joel Waldfogel, 2012. "Music Piracy and Its Effects on Demand, Supply, and Welfare," NBER Chapters, in: Innovation Policy and the Economy, Volume 12, pages 91-109, National Bureau of Economic Research, Inc.
    13. Suzanne Scotchmer, 2005. "Consumption externalities, rental markets and purchase clubs," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 25(1), pages 235-253, January.
    14. Yoon, Kiho, 2002. "The optimal level of copyright protection," Information Economics and Policy, Elsevier, vol. 14(3), pages 327-348, September.
    15. Sudip Bhattacharjee & Ram D. Gopal & Kaveepan Lertwachara & James R. Marsden & Rahul Telang, 2005. "The Effect of P2P File Sharing on Music Markets: A Survival Analysis of Albums on Ranking Charts," Working Papers 05-26, NET Institute, revised Oct 2005.
    16. Hal R. Varian, 2005. "Copying and Copyright," Journal of Economic Perspectives, American Economic Association, vol. 19(2), pages 121-138, Spring.
    17. Bai, Jie & Waldfogel, Joel, 2012. "Movie piracy and sales displacement in two samples of Chinese consumers," Information Economics and Policy, Elsevier, vol. 24(3), pages 187-196.
    18. Howell, Bronwyn, 2008. "The Role of Price Structure in Telecommunications Technology Diffusion," Working Paper Series 19112, Victoria University of Wellington, The New Zealand Institute for the Study of Competition and Regulation.
    19. Yooki Park & Suzanne Scotchmer, 2005. "Digital Rights Management and the Pricing of Digital Products," Levine's Bibliography 784828000000000402, UCLA Department of Economics.
    20. Arun Sundararajan, 2004. "Managing Digital Piracy: Pricing and Protection," Information Systems Research, INFORMS, vol. 15(3), pages 287-308, September.
    21. Holm, Håkan, 2000. "The Computer Generation's Willingness to Pay for Originals when Pirates are Present – A CV study," Working Papers 2000:9, Lund University, Department of Economics, revised 16 Mar 2001.
    22. David Blackburn, 2002. "Complementarities and network externalities in casually copied goods," Estudios de Economia, University of Chile, Department of Economics, vol. 29(1 Year 20), pages 71-88, June.
    23. Cho, Won-Young & Ahn, Byong-Hun, 2010. "Versioning of information goods under the threat of piracy," Information Economics and Policy, Elsevier, vol. 22(4), pages 332-340, December.
    24. Rick Harbaugh & Rahul Khemka, 2010. "Does Copyright Enforcement Encourage Piracy?," Journal of Industrial Economics, Wiley Blackwell, vol. 58(2), pages 306-323, June.
    25. Peitz, Martin & Waelbroeck, Patrick, 2004. "An Economist's Guide to Digital Music," Discussion Paper Series of SFB/TR 15 Governance and the Efficiency of Economic Systems 32, Free University of Berlin, Humboldt University of Berlin, University of Bonn, University of Mannheim, University of Munich.
    26. Martin Obradovits, 2013. "Excessive supplier pricing and high-quality foreclosure," Vienna Economics Papers vie1303, University of Vienna, Department of Economics.
    27. Waldfogel, Joel, 2010. "Music file sharing and sales displacement in the iTunes era," Information Economics and Policy, Elsevier, vol. 22(4), pages 306-314, December.
    28. Levent V. Orman, 2016. "Information markets over trust networks," Electronic Commerce Research, Springer, vol. 16(4), pages 529-551, December.
    29. C. Bellégo & R. De Nijs, 2015. "The redistributive effect of online piracy on the box office performance of American movies in foreign markets," Documents de Travail de l'Insee - INSEE Working Papers g2015-17, Institut National de la Statistique et des Etudes Economiques.
    30. Patrick Legros, 2005. "Art and the Internet: Blessing the Curse?," NajEcon Working Paper Reviews 172782000000000001, www.najecon.org.
    31. Felix Oberholzer-Gee & Koleman Strumpf, 2010. "File Sharing and Copyright," NBER Chapters, in: Innovation Policy and the Economy, Volume 10, pages 19-55, National Bureau of Economic Research, Inc.
    32. Liang Guo & Xiangyi Meng, 2015. "Digital Content Provision and Optimal Copyright Protection," Management Science, INFORMS, vol. 61(5), pages 1183-1196, May.
    33. Andrea Renda, 2016. "Selecting and Designing European ICT Innovation Policies," JRC Research Reports JRC103661, Joint Research Centre.
    34. Carlos A Osorio, 2003. "A Contribution to the Understanding of Illegal Copying of Software," Levine's Working Paper Archive 618897000000000572, David K. Levine.
    35. Michael R. Galbreth & Bikram Ghosh & Mikhael Shor, 2012. "Social Sharing of Information Goods: Implications for Pricing and Profits," Marketing Science, INFORMS, vol. 31(4), pages 603-620, July.
    36. Khouja, Moutaz & Smith, Michael Alan, 2007. "Optimal pricing for information goods with piracy and saturation effect," European Journal of Operational Research, Elsevier, vol. 176(1), pages 482-497, January.
    37. Dirk Bergemann & Thomas Eisenbach & Joan Feigenbaum & Scott Shenker, 2005. "Flexibility as an Instrument in Digital Rights Management," Cowles Foundation Discussion Papers 1505, Cowles Foundation for Research in Economics, Yale University.
    38. William G. Morrison, 2016. "Product bundling and shared information goods: A pricing exercise," The Journal of Economic Education, Taylor & Francis Journals, vol. 47(1), pages 49-63, January.
    39. Sudip Bhattacharjee & Ram D. Gopal & Kaveepan Lertwachara & James R. Marsden & Rahul Telang, 2007. "The Effect of Digital Sharing Technologies on Music Markets: A Survival Analysis of Albums on Ranking Charts," Management Science, INFORMS, vol. 53(9), pages 1359-1374, September.
    40. Gürtler, Oliver, 2006. "Software Piracy in the Video Game Market," Bonn Econ Discussion Papers 20/2006, University of Bonn, Bonn Graduate School of Economics (BGSE).
    41. Peitz, Martin & Waelbroeck, Patrick, 2006. "Piracy of digital products: A critical review of the theoretical literature," Information Economics and Policy, Elsevier, vol. 18(4), pages 449-476, November.
    42. Greenstein, Shane, 2010. "Innovative Conduct in Computing and Internet Markets," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 477-537, Elsevier.
    43. Paul A. David, 2000. "The Digital Technology Boomerang: New Intellectual Property Rights Threaten Global "Open Science"," Working Papers 00016, Stanford University, Department of Economics.
    44. Kinokuni, Hiroshi, 2003. "Copy-protection policies and profitability," Information Economics and Policy, Elsevier, vol. 15(4), pages 521-536, December.
    45. Terrence August & Tunay I. Tunca, 2008. "Let the Pirates Patch? An Economic Analysis of Software Security Patch Restrictions," Information Systems Research, INFORMS, vol. 19(1), pages 48-70, March.
    46. Xinyu Hua & Kathryn E. Spier, 2023. "Settling Lawsuits With Pirates," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 64(2), pages 543-575, May.
    47. Bergstrom, Carl T. & Bergstrom, Ted, 2001. "Do University Site Licenses for Academic Journals Benefit the Scientific Community?," University of California at Santa Barbara, Economics Working Paper Series qt1xb913qm, Department of Economics, UC Santa Barbara.
    48. Paul A. David, 2005. "Can ‘Open Science’ be Protected from the Evolving Regime of IPR Protections?," Industrial Organization 0502010, University Library of Munich, Germany.
    49. Gürtler, Oliver, 2005. "On Strategic Enabling of Product Piracy in the Market for Video Games," Bonn Econ Discussion Papers 36/2005, University of Bonn, Bonn Graduate School of Economics (BGSE).
    50. T. S. Raghu & Rajiv Sinha & Ajay Vinze & Orneita Burton, 2009. "Willingness to Pay in an Open Source Software Environment," Information Systems Research, INFORMS, vol. 20(2), pages 218-236, June.
    51. Baojun Jiang & Lin Tian, 2018. "Collaborative Consumption: Strategic and Economic Implications of Product Sharing," Management Science, INFORMS, vol. 64(3), pages 1171-1188, March.
    52. Dirk Bergemann & Thomas Eisenbach & Joan Feigenbaum & Scott Shenker, 2011. "Pricing under the Threat of Piracy: Flexibility and Platforms for Digital Goods," Cowles Foundation Discussion Papers 1834, Cowles Foundation for Research in Economics, Yale University.
    53. Tunay I. Tunca & Qiong Wu, 2013. "Fighting Fire with Fire: Commercial Piracy and the Role of File Sharing on Copyright Protection Policy for Digital Goods," Information Systems Research, INFORMS, vol. 24(2), pages 436-453, June.
    54. Wendy J. Gordon, 2014. "The fair use doctrine: markets, market failure and rights of use," Chapters, in: Richard Watt (ed.), Handbook on the Economics of Copyright, chapter 4, pages 77-92, Edward Elgar Publishing.
    55. Gomes, Nicolas Dias & Cerqueira, Pedro André & Almeida, Luís Alçada, 2015. "A survey on software piracy empirical literature: Stylized facts and theory," Information Economics and Policy, Elsevier, vol. 32(C), pages 29-37.
    56. Karthik Kannan & Rahul Telang, 2005. "Market for Software Vulnerabilities? Think Again," Management Science, INFORMS, vol. 51(5), pages 726-740, May.
    57. Yeh-ning Chen & Ivan Png, 2003. "Information Goods Pricing and Copyright Enforcement: Welfare Analysis," Information Systems Research, INFORMS, vol. 14(1), pages 107-123, March.
    58. Régibeau, P & Rockett, K, 2004. "The Relationship Between Intellectual Property Law and Competition Law: An Economic Approach," Economics Discussion Papers 2851, University of Essex, Department of Economics.
    59. Alan E. Woodfield, 2006. "Piracy Accommodation and the Optimal Timing of Royalty Payments," Working Papers in Economics 06/01, University of Canterbury, Department of Economics and Finance.

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    Cited by:

    1. Díaz Rodríguez, Héctor Eduardo & Aroche Reyes, Fidel, 2020. "Determinants of labour productivity in Mexico: an approach from the endogenous growth theory using artificial neural networks," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), April.
    2. Charles I. Jones, 2006. "The Value of Information in Growth and Development," Working Papers 032006, Hong Kong Institute for Monetary Research.
    3. Robert J. Gordon, 2000. "Does the "New Economy" Measure Up to the Great Inventions of the Past?," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 49-74, Fall.
    4. Matthew C. Rousu & Stephan Marette & James F. Thrasher & Jayson L. Lusk, 2014. "The economic value to smokers of graphic warning labels on cigarettes: evidence from combining Mmarket and experimental auction data," Post-Print hal-01173058, HAL.
    5. Erik Brynjolfsson & Seon Tae Kim & Joo Hee Oh, 2024. "The Attention Economy: Measuring the Value of Free Goods on the Internet," Information Systems Research, INFORMS, vol. 35(3), pages 978-991, September.
    6. Richard Green & Kerry Vandell, "undated". "The Impact of Technology on the Internet on Commercial Real Estate," Wisconsin-Madison CULER working papers 01-11, University of Wisconsin Center for Urban Land Economic Research.
    7. Díaz Rodríguez, Héctor Eduardo & Sosa Castro, Magnolia Miriam & Cabello Rosales, Alejandra, 2018. "Uso de TIC y productividad en México: un análisis subsectorial || Productivity and ICT Use in Mexico: A Subsectorial Approach," Revista de Métodos Cuantitativos para la Economía y la Empresa = Journal of Quantitative Methods for Economics and Business Administration, Universidad Pablo de Olavide, Department of Quantitative Methods for Economics and Business Administration, vol. 25(1), pages 156-185, Junio.
    8. Sawng, Yeong-wha & Kim, Pang-ryong & Park, JiYoung, 2021. "ICT investment and GDP growth: Causality analysis for the case of Korea," Telecommunications Policy, Elsevier, vol. 45(7).
    9. Seung Hyun Kim & Tridas Mukhopadhyay, 2011. "Determining Optimal CRM Implementation Strategies," Information Systems Research, INFORMS, vol. 22(3), pages 624-639, September.
    10. Jason Kuruzovich & Hila Etzion, 2018. "Online Auctions and Multichannel Retailing," Management Science, INFORMS, vol. 64(6), pages 2734-2753, June.
    11. Yao, Lee J. & Liu, Chunhui & Chan, Siew H., 2010. "The influence of firm specific context on realizing information technology business value in manufacturing industry," International Journal of Accounting Information Systems, Elsevier, vol. 11(4), pages 353-362.
    12. Sarv Devaraj & Rajiv Kohli, 2003. "Performance Impacts of Information Technology: Is Actual Usage the Missing Link?," Management Science, INFORMS, vol. 49(3), pages 273-289, March.
    13. Elisabetta Raguseo & Claudio Vitari & Federico Pigni, 2020. "Profiting from big data analytics: The moderating roles of industry concentration and firm size," Post-Print hal-03032504, HAL.
    14. Abhay Gupta, 2013. "Estimating Direct Gains in Consumer Welfare in Telecommunications Sector," Journal of Consumer Policy, Springer, vol. 36(2), pages 119-138, June.
    15. Martin Quinn & Miguel Godinho de Matos & Christian Peukert, 2024. "The Welfare Effects of Mobile Internet Access: Evidence from Roam-Like-at-Home," The Economic Journal, Royal Economic Society, vol. 134(659), pages 1228-1246.
    16. René Riedl & Harald Kindermann & Andreas Auinger & Andrija Javor, 2012. "Technostress from a Neurobiological Perspective," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 4(2), pages 61-69, April.
    17. Kevin M Stolarick, 1999. "Are Some Firms Better at IT? Differing Relationships between Productivity and IT Spending," Working Papers 99-13, Center for Economic Studies, U.S. Census Bureau.
    18. Dolores Añón Higón & Daniel Bonvin, 2024. "Digitalization and trade participation of SMEs," Small Business Economics, Springer, vol. 62(3), pages 857-877, March.
    19. Khallaf, Ashraf, 2012. "Information technology investments and nonfinancial measures: A research framework," Accounting forum, Elsevier, vol. 36(2), pages 109-121.
    20. Matt E. Thatcher & David E. Pingry, 2004. "An Economic Model of Product Quality and IT Value," Information Systems Research, INFORMS, vol. 15(3), pages 268-286, September.
    21. Barbara L. Marcolin & Deborah R. Compeau & Malcolm C. Munro & Sid L. Huff, 2000. "Assessing User Competence: Conceptualization and Measurement," Information Systems Research, INFORMS, vol. 11(1), pages 37-60, March.
    22. Stephen Malpezzi, 2001. "NIMBYs and Knowledge: Urban Regulation and the "New Economy"," Wisconsin-Madison CULER working papers 01-6, University of Wisconsin Center for Urban Land Economic Research.
    23. Gordon, Robert J., 2002. "Technology and Economic Performance in the American Economy," CEPR Discussion Papers 3213, C.E.P.R. Discussion Papers.
    24. Robert J. Gordon, 2003. "Hi-tech Innovation and Productivity Growth: Does Supply Create Its Own Demand?," NBER Working Papers 9437, National Bureau of Economic Research, Inc.
    25. Young Lee & Jeong Hun Oh & Hwan-Joo Seo, 2002. "Digital Divide and Growth Gap: A Cumulative Relationship," WIDER Working Paper Series DP2002-88, World Institute for Development Economic Research (UNU-WIDER).
    26. Margaret Antonicelli & Michele Rubino & Filomena Maggino, 2023. "Demographic and Economic Determinants of Digitalization in Healthcare: An Exploratory Analysis of the Italian Local Health Centers," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 169(1), pages 529-552, September.
    27. Raguseo, Elisabetta & Vitari, Claudio & Pigni, Federico, 2020. "Profiting from big data analytics: The moderating roles of industry concentration and firm size," International Journal of Production Economics, Elsevier, vol. 229(C).
    28. Dolores Añon Higón & Juan A. Daniel Bonvin, 2023. "Do digitalization spurs SMEs’ participation in foreign markets?," Working Papers 2307, Department of Applied Economics II, Universidad de Valencia.
    29. Ali, Irfan, 2016. "The impact of ERP implementation on the financial performance of the firm : An empirical study," Other publications TiSEM 876506f5-1aed-4421-aa2c-0, Tilburg University, School of Economics and Management.
    30. Matutinović, Igor & Salthe, Stanley N. & Ulanowicz, Robert E., 2016. "The mature stage of capitalist development: Models, signs and policy implications," Structural Change and Economic Dynamics, Elsevier, vol. 39(C), pages 17-30.
    31. Sinan Aral & Peter Weill, 2007. "IT Assets, Organizational Capabilities, and Firm Performance: How Resource Allocations and Organizational Differences Explain Performance Variation," Organization Science, INFORMS, vol. 18(5), pages 763-780, October.
    32. Guido Schryen, 2010. "Preserving Knowledge on IS Business Value," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 2(4), pages 233-244, August.
    33. Paul Chwelos & Ronald Ramirez & Kenneth L. Kraemer & Nigel P. Melville, 2010. "Research Note ---Does Technological Progress Alter the Nature of Information Technology as a Production Input? New Evidence and New Results," Information Systems Research, INFORMS, vol. 21(2), pages 392-408, June.
    34. Elisabetta Raguseo & Claudio Vitari & Federico Pigni, 2020. "Profiting from big data analytics: The moderating roles of industry concentration and firm size," Grenoble Ecole de Management (Post-Print) hal-03032504, HAL.
    35. Kevin M Stolarick, 1999. "IT Spending and Firm Productivity: Additional Evidence from the Manufacturing Sector," Working Papers 99-10, Center for Economic Studies, U.S. Census Bureau.

  41. Erik Brynjolfsson & Chris F. Kemerer, 1996. "Network Externalities in Microcomputer Software: An Econometric Analysis of the Spreadsheet Market," Management Science, INFORMS, vol. 42(12), pages 1627-1647, December.
    See citations under working paper version above.
  42. Erik Brynjolfsson & Lorin Hitt, 1996. "Paradox Lost? Firm-Level Evidence on the Returns to Information Systems Spending," Management Science, INFORMS, vol. 42(4), pages 541-558, April.
    See citations under working paper version above.
  43. Erik Brynjolfsson & Thomas W. Malone & Vijay Gurbaxani & Ajit Kambil, 1994. "Does Information Technology Lead to Smaller Firms?," Management Science, INFORMS, vol. 40(12), pages 1628-1644, December.
    See citations under working paper version above.
  44. Erik Brynjolfsson, 1994. "Information Assets, Technology and Organization," Management Science, INFORMS, vol. 40(12), pages 1645-1662, December.

    Cited by:

    1. Les Oxley & David Thorns & Paul Walker & Hong Wang, 2008. "The Knowledge Economy/Society: The Latest Example of “Measurement Without Theory”?," Working Papers in Economics 08/03, University of Canterbury, Department of Economics and Finance.
    2. Nicholas Bloom & Luis Garicano & Raffaella Sadun & John Van Reenen, 2009. "The distinct effects of Information Technology and Communication Technology on firm organization," NBER Working Papers 14975, National Bureau of Economic Research, Inc.
    3. John S. Earle & Ugo Pagano & Maria Lesi, "undated". "Information Technology, Organizational Form, and Transition to the Market," Upjohn Working Papers jse20065, W.E. Upjohn Institute for Employment Research.
    4. Wenjie Chen & Fariha Kamal, 2016. "The impact of information and communication technology adoption on multinational firm boundary decisions," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 47(5), pages 563-576, June.
    5. Schenkenhofer, Julian, 2020. "Hidden champions: A review of the literature & future research avenues," UO Working Papers 06-20, University of Augsburg, Chair of Management and Organization.
    6. Ann Horowitz & Ira Horowitz, 1999. "Quality choice: Does it matter which workers own and manage the cooperative firm?," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 27(4), pages 394-409, December.
    7. Arend, Richard J. & Wisner, Joel D., 2005. "Small business and supply chain management: is there a fit?," Journal of Business Venturing, Elsevier, vol. 20(3), pages 403-436, May.
    8. Michel Nakhla, 2016. "Innovative regulations, incomplete contracts and ownership structure in the water utilities," European Journal of Law and Economics, Springer, vol. 42(3), pages 445-469, December.
    9. Windsperger, Josef, 2001. "The fee structure in franchising: a property rights view," Economics Letters, Elsevier, vol. 73(2), pages 219-226, November.
    10. Windsperger, Josef, 2004. "Centralization of franchising networks: evidence from the Austrian franchise sector," Journal of Business Research, Elsevier, vol. 57(12), pages 1361-1369, December.
    11. Paul Walker, 2010. "The (Non)Theory Of The Knowledge Firm," Scottish Journal of Political Economy, Scottish Economic Society, vol. 57(1), pages 1-32, February.
    12. Wolfgang Gick, 1999. "Vertikale Integration und informations- und kommunikationsintensive Dienstleistungen," Working Paper Series B 1999-08, Friedrich Schiller University of Jena, School of of Economics and Business Administration.
    13. Elisa Gerten & Michael Beckmann & Elisa Gerten & Matthias Kräkel, 2022. "Information and Communication Technology, Hierarchy, and Job Design," ECONtribute Discussion Papers Series 189, University of Bonn and University of Cologne, Germany.
    14. Kun Shin Im & Kevin E. Dow & Varun Grover, 2001. "Research Report: A Reexamination of IT Investment and the Market Value of the Firm—An Event Study Methodology," Information Systems Research, INFORMS, vol. 12(1), pages 103-117, March.
    15. Paul Walker, 2008. "The (non)Theory of the Knowledge Firm," Working Papers in Economics 08/07, University of Canterbury, Department of Economics and Finance.
    16. Kaouthar Lajili & Joseph T. Mahoney, 2006. "Revisiting agency and transaction costs theory predictions on vertical financial ownership and contracting: electronic integration as an organizational form choice," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 27(7), pages 573-586.
    17. Velu, Chander K. & Madnick, Stuart E. & Van Alstyne, Marshall W., 2006. "To Standardize Enterprise Data or Not? An Economic Analysis of Flexibility versus Control," Working papers 30607, Massachusetts Institute of Technology (MIT), Sloan School of Management.
    18. Josef Windsperger & Maria Jell, 2005. "Structuring residual income and decision rights under internal governance: results from the Hungarian trucking industry," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 26(5), pages 295-305.
    19. Wareham, Jonathan & Gerrits, Han, 1998. "De-contextualising competence : can business best practice be bundled and sold?," Serie Research Memoranda 052a, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
    20. Eduardo Lora & Patricia Cortés, 2001. "Obstacles to Business Development and the Size of Firms in Latin America," Research Department Publications 4257, Inter-American Development Bank, Research Department.
    21. Gebauer, Judith & Mahoney, Joseph T., 2013. "Joining Supply and Demand Conditions of IT Enabled Change: Toward an Economic Theory of Inter-firm Modulation," Working Papers 13-0100, University of Illinois at Urbana-Champaign, College of Business.
    22. Nicholas S. Argyres, 1999. "The Impact of Information Technology on Coordination: Evidence from the B-2 “Stealth” Bomber," Organization Science, INFORMS, vol. 10(2), pages 162-180, April.
    23. Kirsten Foss & Nicolai J. Foss, "undated". "Assets, Attributes and Ownership," IVS/CBS Working Papers 00-3, Department of Industrial Economics and Strategy, Copenhagen Business School.
    24. Paul Walker, 2016. "Simple Models of a Human-Capital-Based Firm: a Reference Point Approach," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 7(1), pages 219-247, March.
    25. Davutyan, Nurhan & Demir, Mert & Polat, Sezgin, 2010. "Assessing the efficiency of Turkish secondary education: Heterogeneity, centralization, and scale diseconomies," Socio-Economic Planning Sciences, Elsevier, vol. 44(1), pages 35-44, March.
    26. Dirk Nicolas Wagner, 2020. "Economic patterns in a world with artificial intelligence," Evolutionary and Institutional Economics Review, Springer, vol. 17(1), pages 111-131, January.
    27. Ramesh Sankaranarayanan & Arun Sundararajan, 2010. "Electronic Markets, Search Costs, and Firm Boundaries," Information Systems Research, INFORMS, vol. 21(1), pages 154-169, March.
    28. Paul Walker, 2015. "Contracts, Entrepreneurs, Market Creation And Judgement: The Contemporary Mainstream Theory Of The Firm In Perspective," Journal of Economic Surveys, Wiley Blackwell, vol. 29(2), pages 317-338, April.
    29. Nakhla, Michel, 2003. "Information, coordination and contractual relations in firms," International Review of Law and Economics, Elsevier, vol. 23(1), pages 101-119, March.
    30. Kim, Sung Min & Mahoney, Joseph T., 2002. "Mutual Commitment to Support Exchange: Specific IT System as a Substitute for Managerial Hierarchy," Working Papers 02-0115, University of Illinois at Urbana-Champaign, College of Business.
    31. Autio Erkko & Yli--Renko Helena, 1998. "New, technology--based firms as agents of technological rejuvenation," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 10(1), pages 71-92, January.
    32. Vu Linh Toan Le & Tien Hoang Nguyen & Khanh Duy Pham, 2023. "What Drives Industry 4.0 Technologies Adoption? Evidence from a SEM-Neural Network Approach in the Context of Vietnamese Firms," Sustainability, MDPI, vol. 15(7), pages 1-32, March.
    33. Markus Solf, 2004. "Unternehmenskooperationen als Folge von Informations- und Kommunikations-technologieveränderungen: Eine theoretische Analyse," Schmalenbach Journal of Business Research, Springer, vol. 56(2), pages 146-167, March.
    34. Rajiv D. Banker & Robert J. Kauffman, 2004. "50th Anniversary Article: The Evolution of Research on Information Systems: A Fiftieth-Year Survey of the Literature in Management Science," Management Science, INFORMS, vol. 50(3), pages 281-298, March.
    35. Carliss Y. Baldwin & Joachim Henkel, 2015. "Modularity and intellectual property protection," Strategic Management Journal, Wiley Blackwell, vol. 36(11), pages 1637-1655, November.
    36. Maria Guadalupe & Hongyi Li & Julie Wulf, 2012. "Who Lives in the C-Suite? Organizational Structure and the Division of Labor in Top Management," NBER Working Papers 17846, National Bureau of Economic Research, Inc.
    37. Nicolai Foss, 2002. "'Coase vs Hayek': Economic Organization and the Knowledge Economy," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 9(1), pages 9-35.
    38. Braun, Thorsten V. & Krispin, Sebastian & Lehmann, Erik E., 2010. "Entrepreneurial human capital, complementary assets, and takeover probability," UO Working Papers 03-10, University of Augsburg, Chair of Management and Organization.
    39. Che, Natasha Xingyuan, 2009. "Sectoral Structural Change in a Knowledge Economy," MPRA Paper 19653, University Library of Munich, Germany.
    40. Braun, Thorsten V. & Lehmann, Erik E. & Schwerdtfeger, Manuel T., 2011. "The stock market evaluation of IPO-firm takeovers," UO Working Papers 01-11, University of Augsburg, Chair of Management and Organization.
    41. Lajili, Kaouthar & Mahoney, Joseph T., 2005. "Revisiting Agency and Transaction Costs Theory Predictions on Vertical Financial Ownership and Contracting: Electronic Integration as an Organizational Form Choice," Working Papers 05-0106, University of Illinois at Urbana-Champaign, College of Business.
    42. Nicolai J. Foss & Keld Laursen & Torben Pedersen, 2011. "Linking Customer Interaction and Innovation: The Mediating Role of New Organizational Practices," Organization Science, INFORMS, vol. 22(4), pages 980-999, August.
    43. Jongwook Kim & Joseph T. Mahoney, 2005. "Property rights theory, transaction costs theory, and agency theory: an organizational economics approach to strategic management," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 223-242.
    44. Julian Schenkenhofer, 2022. "Hidden champions: a review of the literature & future research avenues," Management Review Quarterly, Springer, vol. 72(2), pages 417-482, June.
    45. Lora, Eduardo & Cortés, Patricia & Herrera, Ana María, 2001. "Los obstáculos al desarrollo empresarial y el tamaño de las firmas en América Latina," IDB Publications (Working Papers) 2144, Inter-American Development Bank.
    46. Timothy F. Bresnahan, 1997. "Computerization and Wage Dispersion: An Analytical Reinterpretation," Working Papers 97031, Stanford University, Department of Economics.
    47. Giotopoulos, Ioannis & Kontolaimou, Alexandra & Korra, Efthymia & Tsakanikas, Aggelos, 2017. "What drives ICT adoption by SMEs? Evidence from a large-scale survey in Greece," Journal of Business Research, Elsevier, vol. 81(C), pages 60-69.
    48. Bronwyn Howell, 2000. "Ownership-Based Analysis of Public Hospital Corporatisation in New Zealand," Agenda - A Journal of Policy Analysis and Reform, Australian National University, College of Business and Economics, School of Economics, vol. 7(3), pages 237-250.
    49. Erik E. Lehmann & Manuel T. Schwerdtfeger, 2016. "Evaluation of IPO-firm takeovers: an event study," Small Business Economics, Springer, vol. 47(4), pages 921-938, December.
    50. Anders Haug & Aleksandra Magdalena Staskiewicz & Lars Hvam, 2023. "Strategies for Master Data Management: A Case Study of an International Hearing Healthcare Company," Information Systems Frontiers, Springer, vol. 25(5), pages 1903-1923, October.
    51. Nisar, Tahir M., 2011. "Intellectual Property Securitization and Growth Capital in Retail Franchising," Journal of Retailing, Elsevier, vol. 87(3), pages 393-405.
    52. Liu, John & Yao, Dongqing, 1999. "Strategic options in re-engineering of a manufacturing system with uncertain completion time," European Journal of Operational Research, Elsevier, vol. 115(1), pages 47-58, May.
    53. Susan Helper & Mari Sako, 2010. "Management innovation in supply chain: appreciating Chandler in the twenty-first century," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(2), pages 399-429, April.
    54. Chady Jabbour & Anis Hoayek & Jean-Michel Salles, 2022. "Formalizing a Two-Step Decision-Making Process in Land Use: Evidence from Controlling Forest Clearcutting Using Spatial Information," Land, MDPI, vol. 12(1), pages 1-17, December.
    55. Evan Rawley & Timothy S. Simcoe, 2013. "Information Technology, Productivity, and Asset Ownership: Evidence from Taxicab Fleets," Organization Science, INFORMS, vol. 24(3), pages 831-845, June.
    56. Subramanian Rangan & Metin Sengul, 2009. "Information technology and transnational integration: Theory and evidence on the evolution of the modern multinational enterprise," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 40(9), pages 1496-1514, December.
    57. Tobias Kretschmer & Aija Leiponen & Melissa Schilling & Gurneeta Vasudeva, 2022. "Platform ecosystems as meta‐organizations: Implications for platform strategies," Strategic Management Journal, Wiley Blackwell, vol. 43(3), pages 405-424, March.
    58. Eric Gedajlovic & Michael Carney, 2010. "Markets, Hierarchies, and Families: Toward a Transaction Cost Theory of the Family Firm," Entrepreneurship Theory and Practice, , vol. 34(6), pages 1145-1172, November.
    59. Kim, Sung Min & Mahoney, Joseph T., 2006. "Collaborative Planning, Forecasting, and Replenishment (CPFR) as a Relational Contract: An Incomplete Contracting Perspective," Working Papers 06-0102, University of Illinois at Urbana-Champaign, College of Business.
    60. David B. Audretsch & Erik E. Lehmann & Lawrence A. Plummer, 2009. "Agency and Governance in Strategic Entrepreneurship," Entrepreneurship Theory and Practice, , vol. 33(1), pages 149-166, January.
    61. Che, Natasha Xingyuan, 2009. "The great dissolution: organization capital and diverging volatility puzzle," MPRA Paper 13701, University Library of Munich, Germany.
    62. Wagner, Dirk Nicolas, 2020. "The nature of the Artificially Intelligent Firm - An economic investigation into changes that AI brings to the firm," Telecommunications Policy, Elsevier, vol. 44(6).
    63. Bengt Holmstrom & Steven N. Kaplan, 2001. "Corporate Governance and Merger Activity in the U.S.: Making Sense of the 1980s and 1990s," NBER Working Papers 8220, National Bureau of Economic Research, Inc.

Chapters

  1. Erik Brynjolfsson & Daniel Rock & Chad Syverson, 2018. "Artificial Intelligence and the Modern Productivity Paradox: A Clash of Expectations and Statistics," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 23-57, National Bureau of Economic Research, Inc.
    See citations under working paper version above.
  2. Lynn Wu & Erik Brynjolfsson, 2015. "The Future of Prediction: How Google Searches Foreshadow Housing Prices and Sales," NBER Chapters, in: Economic Analysis of the Digital Economy, pages 89-118, National Bureau of Economic Research, Inc.

    Cited by:

    1. Athey, Susan & Luca, Michael, 2018. "Economists (and Economics) in Tech Companies," Research Papers 3735, Stanford University, Graduate School of Business.
    2. Livio Fenga, 2020. "Filtering and prediction of noisy and unstable signals: The case of Google Trends data," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 39(2), pages 281-295, March.
    3. Jean-Charles Bricongne & Baptiste Meunier & Sylvain Pouget, 2023. "Web-scraping housing prices in real-time: The Covid-19 crisis in the UK," SciencePo Working papers Main hal-04064185, HAL.
    4. Stig Vinther Møller & Thomas Pedersen & Erik Christian Montes Schütte & Allan Timmermann, 2024. "Search and Predictability of Prices in the Housing Market," Management Science, INFORMS, vol. 70(1), pages 415-438, January.
    5. Beytía, Pablo & Infante, Carlos Cruz, 2020. "Digital Pathways, Pandemic Trajectories. Using Google Trends to Track Social Responses to COVID-19," SocArXiv yndb7, Center for Open Science.
    6. Susanna Levantesi & Gabriella Piscopo, 2020. "The Importance of Economic Variables on London Real Estate Market: A Random Forest Approach," Risks, MDPI, vol. 8(4), pages 1-17, October.
    7. Marcos González-Fernández & Carmen González-Velasco, 2019. "An approach to predict Spanish mortgage market activity using Google data," Economics and Business Letters, Oviedo University Press, vol. 8(4), pages 209-214.
    8. Perroni, Carlo & Scharf, Kimberley & Talavera, Oleksandr & Vi, Linh, 2021. "Online Salience and Charitable Giving: Evidence from SMS Donations," CAGE Online Working Paper Series 536, Competitive Advantage in the Global Economy (CAGE).
    9. Tuhkuri, Joonas, 2016. "ETLAnow: A Model for Forecasting with Big Data – Forecasting Unemployment with Google Searches in Europe," ETLA Reports 54, The Research Institute of the Finnish Economy.
    10. Li, Xin & Pan, Bing & Law, Rob & Huang, Xiankai, 2017. "Forecasting tourism demand with composite search index," Tourism Management, Elsevier, vol. 59(C), pages 57-66.
    11. Vandenbergh, Joren, 2024. "Seller and search behavior in the Belgian housing market," Journal of Housing Economics, Elsevier, vol. 64(C).
    12. Sutirtha Bagchi, 2018. "A Tale of Two Cities: An Examination of Medallion Prices in New York and Chicago," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 53(2), pages 295-319, September.
    13. Bhattacharjee, Arnab & Kohns, David, 2022. "Nowcasting Growth using Google Trends Data: A Bayesian Structural Time Series Model," National Institute of Economic and Social Research (NIESR) Discussion Papers 538, National Institute of Economic and Social Research.
    14. Coble, David & Pincheira, Pablo, 2017. "Nowcasting Building Permits with Google Trends," MPRA Paper 76514, University Library of Munich, Germany.
    15. Fabian Gaessler & Henning Piezunka, 2023. "Training with AI: Evidence from chess computers," Strategic Management Journal, Wiley Blackwell, vol. 44(11), pages 2724-2750, November.
    16. Tuhkuri, Joonas, 2016. "Forecasting Unemployment with Google Searches," ETLA Working Papers 35, The Research Institute of the Finnish Economy.
    17. Khaskheli, Asadullah & Zhang, Hongyu & Raza, Syed Ali & Khan, Komal Akram, 2022. "Assessing the influence of news indicator on volatility of precious metals prices through GARCH-MIDAS model: A comparative study of pre and during COVID-19 period," Resources Policy, Elsevier, vol. 79(C).
    18. Nicolas Woloszko, 2020. "Tracking activity in real time with Google Trends," OECD Economics Department Working Papers 1634, OECD Publishing.
    19. Harchaoui, Tarek M. & Janssen, Robert V., 2018. "How can big data enhance the timeliness of official statistics?," International Journal of Forecasting, Elsevier, vol. 34(2), pages 225-234.
    20. Philippe Wanner, 2021. "How well can we estimate immigration trends using Google data?," Quality & Quantity: International Journal of Methodology, Springer, vol. 55(4), pages 1181-1202, August.
    21. Deuskar, Prachi & Johnson, Timothy C., 2021. "Funding liquidity and market liquidity in government bonds," Journal of Banking & Finance, Elsevier, vol. 129(C).
    22. Dimitrios Anastasiou & Zacharias Bragoudakis & Stelios Giannoulakis, 2020. "Perceived vs actual financial crisis and bank credit standards: is there any indication of self-fulfilling prophecy?," Working Papers 277, Bank of Greece.
    23. Tong Liu & Guojun He & Alexis Lau, 2018. "Avoidance behavior against air pollution: evidence from online search indices for anti-PM2.5 masks and air filters in Chinese cities," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 20(2), pages 325-363, April.
    24. Tsoyu Calvin Lin & Shih-Hsun Hsu, 2020. "Forecasting Housing Markets from Number of Visits to Actual Price Registration System," International Real Estate Review, Global Social Science Institute, vol. 23(4), pages 505-536.
    25. David Coble & Pablo Pincheira, 2021. "Forecasting building permits with Google Trends," Empirical Economics, Springer, vol. 61(6), pages 3315-3345, December.
    26. Bai, Lijuan & Yan, Xiangbin & Yu, Guang, 2019. "Impact of CEO media appearance on corporate performance in social media," The North American Journal of Economics and Finance, Elsevier, vol. 50(C).
    27. Masha Krupenkin & David Rothschild & Shawndra Hill & Elad Yom-Tov, 2019. "President Trump Stress Disorder: Partisanship, Ethnicity, and Expressive Reporting of Mental Distress After the 2016 Election," SAGE Open, , vol. 9(1), pages 21582440198, March.
    28. Patrick Rooney & Jonathan Smith, 2019. "The Impact Of Highly Publicized Campus Scandals On College Outcomes," Contemporary Economic Policy, Western Economic Association International, vol. 37(3), pages 492-508, July.
    29. Afkhami, Mohamad & Ghoddusi, Hamed & Rafizadeh, Nima, 2021. "Google Search Explains Your Gasoline Consumption!," Energy Economics, Elsevier, vol. 99(C).
    30. Basistha, Arabinda & Kurov, Alexander & Wolfe, Marketa Halova, 2019. "Volatility Forecasting: The Role of Internet Search Activity and Implied Volatility," MPRA Paper 111037, University Library of Munich, Germany.
    31. Abay,Kibrom A. & Hirfrfot,Kibrom Tafere & Woldemichael,Andinet, 2020. "Winners and Losers from COVID-19 : Global Evidence from Google Search," Policy Research Working Paper Series 9268, The World Bank.
    32. Mingming Hu & Haiyan Song, 2020. "Data source combination for tourism demand forecasting," Tourism Economics, , vol. 26(7), pages 1248-1265, November.
    33. Lulin Xu & Zhongwu Li, 2021. "A New Appraisal Model of Second-Hand Housing Prices in China’s First-Tier Cities Based on Machine Learning Algorithms," Computational Economics, Springer;Society for Computational Economics, vol. 57(2), pages 617-637, February.
    34. Kovacs, Oliver, 2018. "The dark corners of industry 4.0 – Grounding economic governance 2.0," Technology in Society, Elsevier, vol. 55(C), pages 140-145.
    35. Emmanuel Sirimal Silva & Hossein Hassani & Dag Øivind Madsen & Liz Gee, 2019. "Googling Fashion: Forecasting Fashion Consumer Behaviour Using Google Trends," Social Sciences, MDPI, vol. 8(4), pages 1-23, April.
    36. Are Oust & Ole Martin Eidjord, 2020. "Can Google Search Data be Used as a Housing Bubble Indicator?," International Real Estate Review, Global Social Science Institute, vol. 23(2), pages 267-308.
    37. Elisa Guglielminetti & Michele Loberto & Giordano Zevi & Roberta Zizza, 2021. "Living on my own: the impact of the Covid-19 pandemic on housing preferences," Questioni di Economia e Finanza (Occasional Papers) 627, Bank of Italy, Economic Research and International Relations Area.
    38. Benedikt Maas, 2020. "Short‐term forecasting of the US unemployment rate," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 39(3), pages 394-411, April.
    39. M. Elshendy & A. Fronzetti Colladon & E. Battistoni & P. A. Gloor, 2021. "Using four different online media sources to forecast the crude oil price," Papers 2105.09154, arXiv.org.
    40. Symitsi, Efthymia & Markellos, Raphael N. & Mantrala, Murali K., 2022. "Keyword portfolio optimization in paid search advertising," European Journal of Operational Research, Elsevier, vol. 303(2), pages 767-778.
    41. Carlo Perroni & Kimberley Ann Scharf & Oleksandr Talavera & Linh Vi, 2021. "Does Online Salience Predict Charitable Giving? Evidence from SMS Text Donations," CESifo Working Paper Series 9436, CESifo.
    42. Kovács, Olivér, 2017. "Az ipar 4.0 komplexitása - II [The Complexity of Industry 4.0 - Part 2]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(9), pages 970-987.
    43. Miao, Miao & Khaskheli, Asadullah & Raza, Syed Ali & Yousufi, Sara Qamar, 2022. "Using internet search keyword data for predictability of precious metals prices: Evidence from non-parametric causality-in-quantiles approach," Resources Policy, Elsevier, vol. 75(C).
    44. Chong, Terence Tai Leung & Li, Chen, 2020. "Search of Attention in Financial Market," MPRA Paper 99003, University Library of Munich, Germany.
    45. Schaer, Oliver & Kourentzes, Nikolaos & Fildes, Robert, 2019. "Demand forecasting with user-generated online information," International Journal of Forecasting, Elsevier, vol. 35(1), pages 197-212.
    46. Ramya Rajajagadeesan Aroul & Sanjiv Sabherwal & Sergiy Saydometov, 2022. "FEAR Index, city characteristics, and housing returns," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 50(1), pages 173-205, March.
    47. Choi, Hyoung-Yong & Park, Junyoung, 2022. "Do data-driven CSR initiatives improve CSR performance? The importance of big data analytics capability," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    48. Tariq Aziz & Valeed Ahmad Ansari, 2021. "How Does Google Search Affect the Stock Market? Evidence from Indian Companies," Vision, , vol. 25(2), pages 224-232, June.
    49. Woloszko, Nicolas, 2024. "Nowcasting with panels and alternative data: The OECD weekly tracker," International Journal of Forecasting, Elsevier, vol. 40(4), pages 1302-1335.
    50. Dimitrios Anastasiou & Konstantinos Drakos, 2021. "Nowcasting the Greek (semi‐) deposit run: Hidden uncertainty about the future currency in a Google search," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(1), pages 1133-1150, January.
    51. Boone, Tonya & Ganeshan, Ram & Jain, Aditya & Sanders, Nada R., 2019. "Forecasting sales in the supply chain: Consumer analytics in the big data era," International Journal of Forecasting, Elsevier, vol. 35(1), pages 170-180.
    52. Soraya SEDKAOUI & Rafika Benaichouba, 2019. "How data analytics drive sharing economy business models?," Proceedings of International Academic Conferences 9911754, International Institute of Social and Economic Sciences.
    53. Ming, Yaxin & Deng, Huixin & Wu, Xiaoyue, 2022. "The negative effect of air pollution on people's pro-environmental behavior," Journal of Business Research, Elsevier, vol. 142(C), pages 72-87.
    54. Ayşe Soy Temür & Şule Yıldız, 2021. "Comparison of Forecasting Performance of ARIMA LSTM and HYBRID Models for The Sales Volume Budget of a Manufacturing Enterprise," Istanbul Business Research, Istanbul University Business School, vol. 50(1), pages 15-46, May.
    55. Wang, Zhenxuan & Zhang, Junjie, 2023. "The value of information disclosure: Evidence from mask consumption in China," Journal of Environmental Economics and Management, Elsevier, vol. 122(C).
    56. Nuri Hacıevliyagil & Krzysztof Drachal & Ibrahim Halil Eksi, 2022. "Predicting House Prices Using DMA Method: Evidence from Turkey," Economies, MDPI, vol. 10(3), pages 1-27, March.

  3. Erik Brynjolfsson & Paul Milgrom, 2012. "Complementarity in Organizations [The Handbook of Organizational Economics]," Introductory Chapters,, Princeton University Press.

    Cited by:

    1. Frank Nagle, 2019. "Open Source Software and Firm Productivity," Management Science, INFORMS, vol. 65(3), pages 1191-1215, March.
    2. Bedford, David S., 2020. "Conceptual and empirical issues in understanding management control combinations," Accounting, Organizations and Society, Elsevier, vol. 86(C).
    3. Simone A. Schweiger & Tatiana R. Stettler & Artur Baldauf & César Zamudio, 2019. "The complementarity of strategic orientations: A meta‐analytic synthesis and theory extension," Strategic Management Journal, Wiley Blackwell, vol. 40(11), pages 1822-1851, November.
    4. Fraenkel, Stefan & Haftor, Darek M. & Pashkevich, Natallia, 2016. "Salesforce management factors for successful new product launch," Journal of Business Research, Elsevier, vol. 69(11), pages 5053-5058.
    5. Aleix Calveras & Juan‐José Ganuza, 2018. "Corporate social responsibility and product quality," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 27(4), pages 804-829, October.
    6. Belloc, Filippo & Burdin, Gabriel & Landini, Fabio, 2022. "Robots, Digitalization, and Worker Voice," GLO Discussion Paper Series 1038, Global Labor Organization (GLO).

  4. Erik Brynjolfsson & Xiaoquan (Michael) Zhang, 2007. "Innovation Incentives for Information Goods," NBER Chapters, in: Innovation Policy and the Economy, Volume 7, pages 99-123, National Bureau of Economic Research, Inc.

    Cited by:

    1. Galasso, Alberto & Mitchell, Matthew & Virag, Gabor, 2016. "Market outcomes and dynamic patent buyouts," International Journal of Industrial Organization, Elsevier, vol. 48(C), pages 207-243.
    2. Debabrata Dey & Antino Kim & Atanu Lahiri, 2019. "Online Piracy and the “Longer Arm” of Enforcement," Management Science, INFORMS, vol. 65(3), pages 1173-1190, March.

  5. Michael D. Smith & Erik Brynjolfsson, 2001. "Consumer Decision-making at an Internet Shopbot: Brand Still Matters," NBER Chapters, in: E-commerce, pages 541-558, National Bureau of Economic Research, Inc.
    See citations under working paper version above.

Books

  1. Erik Brynjolfsson & Adam Saunders, 2009. "Wired for Innovation: How Information Technology is Reshaping the Economy," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262013665, December.

    Cited by:

    1. Shigeno, Hidenori & Bunno, Teruyuki & Abu Taher, Sheikh & Tsuji, Masatsugu, 2020. "R&D and ICT in the Innovation Process of Japanese Innovative SMEs: Panel Data Analysis Based on Firm-Level Survey Data," ITS Conference, Online Event 2020 224875, International Telecommunications Society (ITS).
    2. Greenstein, Shane & Nagle, Frank, 2014. "Digital dark matter and the economic contribution of Apache," Research Policy, Elsevier, vol. 43(4), pages 623-631.
    3. Nathalie Greenan & Silvia Napolitano & Imad El Hamma, 2022. "Technologies numériques, capacité d'apprentissage de l'organisation et l'innovation : résultats empiriques à l'échelle de l'UE à partir d'un ensemble de données combinées," Working Papers halshs-03941324, HAL.
    4. Zhou, Fuyuan & Feng, Zehua, 2024. "Resources management, digitalization and government efficiency for economic output: Exploring the case for the United States," Resources Policy, Elsevier, vol. 95(C).
    5. Carol Corrado & Charles R. Hulten, 2012. "Innovation Accounting," Economics Program Working Papers 12-04, The Conference Board, Economics Program.
    6. Jie Huang & Yixin Shen & Jianjun Chen & Ying Zhou, 2022. "Regional Digital Economy Development and Enterprise Productivity: A Study of the Chinese Yangtze River Delta," Regional Science Policy & Practice, Wiley Blackwell, vol. 14(S2), pages 118-137, November.
    7. Satish Nambisan, 2017. "Digital Entrepreneurship: Toward a Digital Technology Perspective of Entrepreneurship," Entrepreneurship Theory and Practice, , vol. 41(6), pages 1029-1055, November.
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    1. Krzysztof Bartczak, 2021. "Cybersecurity as the Main Challenge to the Effective Use of Digital Technology Platforms in E-Commerce," European Research Studies Journal, European Research Studies Journal, vol. 0(2 - Part ), pages 240-256.
    2. Fulian Li & Wuwei Zhang, 2023. "Research on the Effect of Digital Economy on Agricultural Labor Force Employment and Its Relationship Using SEM and fsQCA Methods," Agriculture, MDPI, vol. 13(3), pages 1-17, February.
    3. Guerrero, Maribel & Pugh, Rhiannon, 2022. "Entrepreneurial universities’ metamorphosis: Encountering technological and emotional disruptions in the COVID-19 ERA," Technovation, Elsevier, vol. 118(C).
    4. Boni David Jonathan Yapi & Mehdi Seraj & Huseyin Ozdeser, 2024. "The Necessity of the Digital Economy for Sustainable Economic Growth in OECD Countries," Journal of Economics and Behavioral Studies, AMH International, vol. 16(1), pages 127-139.
    5. Yanrui Chen, 2024. "Research on the impact of the digital economy on the level of industrial structure: An empirical study of 280 cities in China," PLOS ONE, Public Library of Science, vol. 19(3), pages 1-16, March.
    6. Karima Kourtit & Peter Nijkamp & Eveline S. Van Leeuwen & Frank Bruinsma, 2011. "Evaluation of cyber-tools in cultural tourism," International Journal of Sustainable Development, Inderscience Enterprises Ltd, vol. 14(3/4), pages 179-205.
    7. Зайцев В. Е., 2019. "Цифровая Экономика Как Предмет Исследования: Обзор Публикаций," Вопросы государственного и муниципального управления // Public administration issues, НИУ ВШЭ, issue 3, pages 107-122.
    8. Valery V. Aturin & Irina S. Moga & Samal M. Smagulova, 2020. "Digital transformation management: Scientific approaches and economic policy," Upravlenets, Ural State University of Economics, vol. 11(2), pages 67-76, April.
    9. Raf Buyle & Mathias Van Compernolle & Eveline Vlassenroot & Ziggy Vanlishout & Peter Mechant & Erik Mannens, 2018. "“Technology Readiness and Acceptance Model” as a Predictor for the Use Intention of Data Standards in Smart Cities," Media and Communication, Cogitatio Press, vol. 6(4), pages 127-139.
    10. Guerrero, Maribel & Heaton, Sohvi & Urbano, David, 2021. "Building universities’ intrapreneurial capabilities in the digital era: The role and impacts of Massive Open Online Courses (MOOCs)," Technovation, Elsevier, vol. 99(C).
    11. Raf Buyle & Mathias Van Compernolle & Eveline Vlassenroot & Ziggy Vanlishout & Peter Mechant & Erik Mannens, 2018. "“Technology Readiness and Acceptance Model” as a Predictor for the Use Intention of Data Standards in Smart Cities," Media and Communication, Cogitatio Press, vol. 6(4), pages 127-139.
    12. Pashkevich, Natallia & von Schéele, Fabian & Haftor, Darek M., 2023. "Accounting for cognitive time in activity-based costing: A technology for the management of digital economy," Technological Forecasting and Social Change, Elsevier, vol. 186(PB).
    13. Patrick Legros, 2005. "Art and the Internet: Blessing the Curse?," NajEcon Working Paper Reviews 172782000000000001, www.najecon.org.
    14. Francesca Iandolo & Francesca Loia & Irene Fulco & Chiara Nespoli & Francesco Caputo, 2021. "Combining Big Data and Artificial Intelligence for Managing Collective Knowledge in Unpredictable Environment—Insights from the Chinese Case in Facing COVID-19," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(4), pages 1982-1996, December.
    15. Franz Huber & Francesco Rentocchini & Thomas Wainwright, 2016. "Open Innovation: Revealing and Engagement in Open Data Organisations," SPRU Working Paper Series 2016-19, SPRU - Science Policy Research Unit, University of Sussex Business School.
    16. Alexandra Gennadyevna Koval & Maria Yuryevna Evdokimova, 2020. "Features of E-commerce Development in BRICS States," Russian Foreign Economic Journal, Russian Foreign Trade Academy Ministry of economic development of the Russian Federation, issue 9, pages 79-92, September.
    17. Jinqi Su & Ke Su & Shubin Wang, 2022. "Evaluation of digital economy development level based on multi-attribute decision theory," PLOS ONE, Public Library of Science, vol. 17(10), pages 1-39, October.
    18. Qinqin Wu & Mengjie Bi & Faiza Siddiqui & Yao Tang, 2023. "Assessing the Impact of Digital Trade on Enterprise Competitiveness: Evidence from Chinese A-Share Listed Companies," Journal of Industry, Competition and Trade, Springer, vol. 23(3), pages 329-362, December.
    19. Irfan, Erum & Ali, Yousaf & Sabir, Muhammad, 2022. "Analysing role of businesses’ investment in digital literacy: A case of Pakistan," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    20. Goyal, Krishna, 2021. "Taking Advantage of Digitalization in Economy and Innovation to Transform Modern Society," MPRA Paper 116540, University Library of Munich, Germany.

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