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The Productivity J-Curve: How Intangibles Complement General Purpose Technologies

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Cited by:

  1. 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.
  2. Luca Fontanelli & Mattia Guerini & Raffaele Miniaci & Angelo Secchi, 2025. "Predictive AI and productivity growth dynamics: evidence from French firms," Working Papers 2025.11, Fondazione Eni Enrico Mattei.
  3. Ian Goldin & Pantelis Koutroumpis & François Lafond & Julian Winkler, 2024. "Why Is Productivity Slowing Down?," Journal of Economic Literature, American Economic Association, vol. 62(1), pages 196-268, March.
  4. 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.
  5. Jesus Fernandez-Villaverde & Yang Yu & Francesco Zanetti, 2025. "Defensive Hiring and Creative Destruction," PIER Working Paper Archive 25-007, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
  6. 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).
  7. 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.
  8. Maarten De Ridder, 2024. "Market Power and Innovation in the Intangible Economy," American Economic Review, American Economic Association, vol. 114(1), pages 199-251, January.
  9. Paul W. Wilson & Shirong Zhao, 2025. "A non-parametric analysis of world productivity growth, 1990–2019," Annals of Operations Research, Springer, vol. 346(3), pages 2253-2285, March.
  10. 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.
  11. Makridis, Christos A. & McGuire, Erin, 2023. "The quality of innovation “Booms” during “Busts”," Research Policy, Elsevier, vol. 52(1).
  12. Christos A Makridis & Andrew A Borkowski & Gil Alterovitz, 2024. "Perspectives on advancing innovation and human flourishing through a network of AI institutes," Science and Public Policy, Oxford University Press, vol. 51(3), pages 557-562.
  13. Diane Coyle & Jen‐Chung Mei, 2023. "Diagnosing the UK productivity slowdown: which sectors matter and why?," Economica, London School of Economics and Political Science, vol. 90(359), pages 813-850, July.
  14. Battisti, Michele & Gatto, Massimo Del & Parmeter, Christopher F., 2022. "Skill-biased technical change and labor market inefficiency," Journal of Economic Dynamics and Control, Elsevier, vol. 139(C).
  15. Doerr, S. & Erdem, M. & Franco, G. & Gambacorta, L. & Illes, A., 2021. "Technological capacity and firms’ recovery from Covid-19," Economics Letters, Elsevier, vol. 209(C).
  16. Paul E. Soto, 2025. "Research in Commotion: Measuring AI Research and Development through Conference Call Transcripts," Finance and Economics Discussion Series 2025-011, Board of Governors of the Federal Reserve System (U.S.).
  17. 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.
  18. Andreas Teichgraber & John Van Reenen, 2021. "Have Productivity and Pay Decoupled in the UK?," International Productivity Monitor, Centre for the Study of Living Standards, vol. 41, pages 31-60, Fall.
  19. 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.
  20. 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.
  21. Dou, Bin & Guo, SongLin & Chang, XiaoChen & Wang, Yong, 2023. "Corporate digital transformation and labor structure upgrading," International Review of Financial Analysis, Elsevier, vol. 90(C).
  22. Iacovone, Leonardo & Pereira-López, Mariana & Schiffbauer, Marc, 2023. "Competition makes IT better: Evidence on when firms use IT more effectively," Research Policy, Elsevier, vol. 52(8).
  23. Cecilia Jona-Lasinio & Stefano Schiavo & Klaus Weyerstrass, 2019. "How to revive productivity growth?," EconPol Policy Reports 13, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
  24. Anwar Adem & Richard Kneller & Cher Li, 2023. "Information Constraints and Technology Efficiency: Field Experiments Benchmarking Firms Website Performance," CESifo Working Paper Series 10457, CESifo.
  25. Igna, Ioana & Venturini, Francesco, 2023. "The determinants of AI innovation across European firms," Research Policy, Elsevier, vol. 52(2).
  26. Barth, Erling & Davis, James C. & Freeman, Richard B. & McElheran, Kristina, 2023. "Twisting the demand curve: Digitalization and the older workforce," Journal of Econometrics, Elsevier, vol. 233(2), pages 443-467.
  27. Laurens Cherchye & Bram De Rock & Dieter Saelens & Marijn Verschelde & Bart Roets, 2022. "Performance Analysis with Unobserved Inputs: An Application to Endogenous Automation in Railway Traffic Management," Working Papers ECARES 2022-06, ULB -- Universite Libre de Bruxelles.
  28. 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.
  29. Charles Hoffreumon & Chris Forman & Nicolas van Zeebroeck, 2024. "Make or buy your artificial intelligence? Complementarities in technology sourcing," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 33(2), pages 452-479, March.
  30. Eric J. Bartelsman, 2019. "From New Technology to Productivity," European Economy - Discussion Papers 113, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
  31. Antonioli, Davide & Marzucchi, Alberto & Rentocchini, Francesco & Vannuccini, Simone, 2024. "Robot adoption and product innovation," Research Policy, Elsevier, vol. 53(6).
  32. Conghui Han & John Qi Dong, 2023. "Software investment and organizational change: Evidence from panel data," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(6), pages 3043-3055, September.
  33. Ari Bronsoler & John Van Reenen & Joseph Doyle, 2022. "The Impact of Health Information and Communication Technology on Clinical Quality, Productivity, and Workers," Annual Review of Economics, Annual Reviews, vol. 14(1), pages 23-46, August.
  34. Mark Knell & Simone Vannuccini, 2022. "Tools and concepts for understanding disruptive technological change after Schumpeter," Jena Economics Research Papers 2022-005, Friedrich-Schiller-University Jena.
  35. Alex Coad & Sven-Olov Daunfeldt & Daniel Halvarsson, 2022. "Amundsen versus Scott: are growth paths related to firm performance?," Small Business Economics, Springer, vol. 59(2), pages 593-610, August.
  36. Czarnitzki, Dirk & Fernández, Gastón P. & Rammer, Christian, 2023. "Artificial intelligence and firm-level productivity," Journal of Economic Behavior & Organization, Elsevier, vol. 211(C), pages 188-205.
  37. He, Qiuqin & Guijarro-Garcia, Maria & Costa-Climent, Juan, 2022. "Impact of knowledge-based capital on firm productivity: The contingent effect of ownership," Journal of Business Research, Elsevier, vol. 140(C), pages 85-94.
  38. Victor Manuel Bennett, 2020. "Changes in persistence of performance over time," Strategic Management Journal, Wiley Blackwell, vol. 41(10), pages 1745-1769, October.
  39. Rathi, Sawan & Majumdar, Adrija & Chatterjee, Chirantan, 2024. "Did the COVID-19 pandemic propel usage of AI in pharmaceutical innovation? New evidence from patenting data," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
  40. Nonnis, Alberto & Roth, Felix & Bounfour, Ahmed, 2024. "Is the EU ready for the next generation of investment? The case of France and Germany," Hamburg Discussion Papers in International Economics 16, University of Hamburg, Department of Economics.
  41. Yang, Xiuyun & Li, Min & Liang, Shanshan, 2024. "How consumers’ digital engagement affects regional innovation capacity in China?," Economic Modelling, Elsevier, vol. 139(C).
  42. Ari Bronsoler & Joseph Doyle & John Van Reenen, 2021. "The impact of healthcare IT on clinical quality, productivity and workers," CEP Discussion Papers dp1801, Centre for Economic Performance, LSE.
  43. 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.
  44. 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.
  45. Peter Temin, 2018. "Finance in Economic Growth: Eating the Family Cow," Working Papers Series 86, Institute for New Economic Thinking.
  46. Lin, Yiling & Evans, James A. & Wu, Lingfei, 2022. "New directions in science emerge from disconnection and discord," Journal of Informetrics, Elsevier, vol. 16(1).
  47. 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).
  48. 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).
  49. 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.
  50. 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).
  51. C. A. K. Lovell, 2021. "The Pandemic, The Climate, and Productivity," CEPA Working Papers Series WP112021, School of Economics, University of Queensland, Australia.
  52. Ahmed BOUNFOUR & Kazuma EDAMURA & Takayuki ISHIKAWA & Tsutomu MIYAGAWA & Alberto NONNIS & Konomi TONOGI, 2024. "The Productivity J-curve from an International Perspective: Is the U.S. a unique case?," Discussion papers 24079, Research Institute of Economy, Trade and Industry (RIETI).
  53. Nils Grashof & Alexander Kopka, 2023. "Artificial intelligence and radical innovation: an opportunity for all companies?," Small Business Economics, Springer, vol. 61(2), pages 771-797, August.
  54. Alexander Schiersch & Irene Bertschek & Thomas Niebel, 2025. "To diversify or not? The link between global sourcing of ICT goods and firm performance," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 34(1), pages 94-116, January.
  55. Anabela Marques Santos & Francesco Molica & Carlos Torrecilla Salinas, 2024. "EU-funded investment in Artificial Intelligence and regional specialization," GEE Papers 181, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Jul 2024.
  56. 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.
  57. Alessio Terzi & Monika Sherwood & Aneil Singh, 2023. "European industrial policy for the green and digital revolution," Science and Public Policy, Oxford University Press, vol. 50(5), pages 842-857.
  58. 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).
  59. 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).
  60. Daniel Nepelski & Maciej Sobolewski, 2020. "Estimating investments in General Purpose Technologies. The case of AI Investments in Europe," JRC Research Reports JRC118953, Joint Research Centre.
  61. Diane Coyle, 2021. "The idea of productivity," Working Papers 003, The Productivity Institute.
  62. Natália Barbosa & Ana Paula faria, 2022. "Digital adoption and productivity: understanding micro drivers of the aggregate effect," GEE Papers 0162, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Jun 2022.
  63. Criscuolo, Chiara & Andrews, Dan & Gal, Peter N., 2019. "The best versus the rest: divergence across firms during the global productivity slowdown," LSE Research Online Documents on Economics 103405, London School of Economics and Political Science, LSE Library.
  64. Coyle, Diane & Hampton, Lucy, 2024. "21st century progress in computing," Telecommunications Policy, Elsevier, vol. 48(1).
  65. Dan Andrews & Balázs Égert & Christine de la Maisonneuve, 2024. "From decline to revival: Policies to unlock human capital and productivity," OECD Economics Department Working Papers 1827, OECD Publishing.
  66. Jonathan Barr & Peter Foltin & Jianmin Tang, 2023. "Recent Productivity Trends in Canada: Navigating the Twin Transitions of Green and Digitalization," International Productivity Monitor, Centre for the Study of Living Standards, vol. 45, pages 93-119, Fall.
  67. Babina, Tania & Fedyk, Anastassia & He, Alex & Hodson, James, 2024. "Artificial intelligence, firm growth, and product innovation," Journal of Financial Economics, Elsevier, vol. 151(C).
  68. 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).
  69. Chen ZHU & Kazuyuki MOTOHASHI, 2024. "The Fundraising of AI Startups: Evidence from web data," Discussion papers 24021, Research Institute of Economy, Trade and Industry (RIETI).
  70. Delgado, Mercedes & Mills, Karen G., 2020. "The supply chain economy: A new industry categorization for understanding innovation in services," Research Policy, Elsevier, vol. 49(8).
  71. Zhang, Chaolin & Deng, Yongqi, 2024. "How does digital transformation affect firm technical efficiency? Evidence from China," Finance Research Letters, Elsevier, vol. 69(PA).
  72. Agrawal, Ajay & McHale, John & Oettl, Alexander, 2024. "Artificial intelligence and scientific discovery: a model of prioritized search," Research Policy, Elsevier, vol. 53(5).
  73. Daron Acemoglu & David Autor & Christina Patterson, 2024. "Bottlenecks: Sectoral Imbalances and the US Productivity Slowdown," NBER Macroeconomics Annual, University of Chicago Press, vol. 38(1), pages 153-207.
  74. Udayan Mukherjee & Harry Nicholls, 2024. "The impact of artificial intelligence – an economic analysis," Treasury Analytical Notes Series an24/06, New Zealand Treasury.
  75. Uwe Blien & Oliver Ludewig & Anja Rossen, 2023. "Contradictory effects of technological change across developed countries," Review of International Economics, Wiley Blackwell, vol. 31(2), pages 580-608, May.
  76. 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.
  77. Wendy C.Y. Li & Makoto Nirei & Kazufumi Yamana, 2018. "Value of Data: There’s No Such Thing as a Free Lunch in the Digital Economy," BEA Working Papers 0164, Bureau of Economic Analysis.
  78. 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.
  79. 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.
  80. Lyu, Wenjing & Liu, Jin, 2021. "Artificial Intelligence and emerging digital technologies in the energy sector," Applied Energy, Elsevier, vol. 303(C).
  81. Lynda Sanderson & Garrick Wright-McNaughton & Naomitsu Yashiro, 2022. "Does high-speed internet boost exporting?," Working Papers 2022/02, New Zealand Productivity Commission.
  82. Zuzanna Helena Zarach & Aleksandra Parteka, 2023. "Productivity effects of trade in natural resources—comparison with mechanisms of technological specialisation," The World Economy, Wiley Blackwell, vol. 46(9), pages 2684-2706, September.
  83. 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).
  84. 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).
  85. Luca Grilli & Sergio Mariotti & Riccardo Marzano, 2024. "Artificial intelligence and shapeshifting capitalism," Journal of Evolutionary Economics, Springer, vol. 34(2), pages 303-318, April.
  86. 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).
  87. 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.
  88. 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.
  89. 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).
  90. 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.
  91. Sara Calligaris & Chiara Criscuolo & Luca Marcolin, 2024. "Mark-ups in the digital era," CEP Discussion Papers dp1994, Centre for Economic Performance, LSE.
  92. 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.).
  93. Qin, Shuyuan & Liu, Ziqi & Wang, Jie & Wu, Yongqiu, 2024. "The impact of digital transformation on labour demand quantity and structure: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1452-1469.
  94. Boppart, Timo & Li, Huiyu, 2021. "Productivity slowdown: reducing the measure of our ignorance," CEPR Discussion Papers 16478, C.E.P.R. Discussion Papers.
  95. Khanna, Rupika & Sharma, Chandan, 2022. "Impact of information technology on firm performance: New evidence from Indian manufacturing," Information Economics and Policy, Elsevier, vol. 60(C).
  96. Norlander, Peter & Erickson, Christopher, 2022. "The Role of Institutions in Job Teleworkability Before and After the Covid-19 Pandemic," GLO Discussion Paper Series 1172, Global Labor Organization (GLO).
  97. Kim, Keungoui & Bounfour, Ahmed & Nonnis, Alberto & Özaygen, Altay, 2021. "Measuring ICT externalities and their contribution to productivity: A bilateral trade based approach," Telecommunications Policy, Elsevier, vol. 45(2).
  98. Comin, Diego & Quintana Gonzalez, Javier & Schmitz, Tom & Trigari, Antonella, 2020. "Revisiting Productivity Dynamics in Europe: A New Measure of Utilization-Adjusted TFP Growth," CEPR Discussion Papers 15402, C.E.P.R. Discussion Papers.
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  101. Alex Coad & Sofia Amaral-Garcia & Peter Bauer & Clemens Domnick & Peter Harasztosi & Rozália Pál & Mercedes Teruel, 2023. "Investment expectations by vulnerable European firms in times of COVID," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 13(1), pages 193-220, March.
  102. Martin Fleming, 2021. "Productivity Growth and Capital Deepening in the Fourth Industrial Revolution," Working Papers 010, The Productivity Institute.
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  106. Nils Grashof & Alexander Kopka, 2023. "Widening or closing the gap? The relationship between artificial intelligence, firm-level productivity and regional clusters," Bremen Papers on Economics & Innovation 2304, University of Bremen, Faculty of Business Studies and Economics.
  107. 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.
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  113. Natália Barbosa, 2024. "Artificial Intelligence and exporting performance:Firm-level evidence from Portugal," GEE Papers 183, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Sep 2024.
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  120. Kuosmanen, Natalia & Kiema, Ilkka & Maczulskij, Terhi, 2024. "Productivity and Green Transition in Finland," ETLA Reports 151, The Research Institute of the Finnish Economy.
  121. Sandström, Maria, 2020. "Intangible Capital, Markups and Pro fits," Working Paper Series 2020:4, Uppsala University, Department of Economics.
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  124. Youngho Kang & Jeongmeen Suh, 2022. "Information technology and the spatial reorganization of firms," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 31(3), pages 674-692, August.
  125. Simone Vannuccini & Ekaterina Prytkova, 2021. "Artificial Intelligence’s New Clothes? From General Purpose Technology to Large Technical System," SPRU Working Paper Series 2021-02, SPRU - Science Policy Research Unit, University of Sussex Business School.
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  127. 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.
  128. Jacques Bughin & Nicolas van Zeebroeck, 2024. "Strategic Renewal and Corporate Return of Digital Transformation," Working Papers TIMES² 2024-071, ULB -- Universite Libre de Bruxelles.
  129. Sakari Lähdemäki, 2024. "Cross-country convergence: to be or not to be, that is the question," Empirical Economics, Springer, vol. 67(2), pages 839-875, August.
  130. Wang, Li & Wu, Yuhan & Huang, Zeyu & Wang, Yanan, 2024. "Big data application and corporate investment decisions: Evidence from A-share listed companies in China," International Review of Financial Analysis, Elsevier, vol. 94(C).
  131. Saurabh Mishra & Robert Koopman & Giuditta De-Prato & Anand Rao & Israel Osorio-Rodarte & Julie Kim & Nikola Spatafora & Keith Strier & Andrea Zaccaria, 2021. "AI Specialization for Pathways of Economic Diversification," Papers 2103.11042, arXiv.org.
  132. 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).
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