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Georg Graetz

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.

RePEc Biblio mentions

As found on the RePEc Biblio, the curated bibliography of Economics:
  1. Georg Graetz & Guy Michaels, 2015. "Robots at Work," CEP Discussion Papers dp1335, Centre for Economic Performance, LSE.

    Mentioned in:

    1. > Labor Economics > Robots

Working papers

  1. Georg Graetz, 2020. "Labor demand in the past, present and future," CEP Discussion Papers dp1683, Centre for Economic Performance, LSE.

    Cited by:

    1. Graetz, Georg, 2020. "Technological change and the Swedish labor market," Working Paper Series 2020:19, IFAU - Institute for Evaluation of Labour Market and Education Policy.

  2. Graetz, Georg & Öckert, Björn & Nordström Skans, Oskar, 2020. "Family background and the responses to higher SAT scores," LSE Research Online Documents on Economics 108461, London School of Economics and Political Science, LSE Library.

    Cited by:

    1. Berggren, Andrea & Jeppsson, Louise, 2021. "The Impact of Upper Secondary School Flexibility on Sorting and Educational Outcomes," Economics of Education Review, Elsevier, vol. 81(C).
    2. Kent Eliasson & Olle Westerlund, 2023. "The urban wage premium and spatial sorting on observed and unobserved ability," Journal of Economic Geography, Oxford University Press, vol. 23(3), pages 601-627.
    3. Graetz, Georg & Karimi, Arizo, 2022. "Gender gap variation across assessment types: Explanations and implications," Economics of Education Review, Elsevier, vol. 91(C).

  3. Graetz, Georg, 2020. "Technological change and the Swedish labor market," Working Paper Series 2020:19, IFAU - Institute for Evaluation of Labour Market and Education Policy.

    Cited by:

    1. Bustos, Emil, 2023. "The Effect of Centrally Bargained Wages on Firm Growth," Working Paper Series 1456, Research Institute of Industrial Economics.

  4. Graetz, Georg & Karimi, Arizo, 2019. "Explaining gender gap variation across assessment forms," Working Paper Series 2019:8, IFAU - Institute for Evaluation of Labour Market and Education Policy.

    Cited by:

    1. Georg Graetz & Oskar Nordström Skans & Björn Öckert, 2020. "Family background and the responses to higher SAT scores," CEP Discussion Papers dp1698, Centre for Economic Performance, LSE.
    2. Graetz, Georg & Karimi, Arizo, 2022. "Gender gap variation across assessment types: Explanations and implications," Economics of Education Review, Elsevier, vol. 91(C).

  5. Per-Anders Edin & Tiernan Evans & Georg Graetz & Sofia Hernnäs & Guy Michaels, 2019. "Individual consequences of occupational decline," CEP Discussion Papers dp1629, Centre for Economic Performance, LSE.

    Cited by:

    1. Blien, Uwe & Dauth, Wolfgang & Roth, Duncan, 2019. "Occupational routine-intensity and the costs of job loss : evidence from mass layoffs," IAB-Discussion Paper 201925, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    2. Georg Graetz, 2020. "Labor Demand in the Past, Present and Future," CESifo Working Paper Series 8234, CESifo.
    3. Gardberg, Malin & Heyman, Fredrik & Norbäck, Pehr-Johan & Persson, Lars, 2019. "Digitization-Based Automation and Occupational Dynamics," Working Paper Series 1299, Research Institute of Industrial Economics.
    4. Lewandowski, Piotr & Keister, Roma & Hardy, Wojciech & Górka, Szymon, 2020. "Ageing of routine jobs in Europe," Economic Systems, Elsevier, vol. 44(4).
    5. Grigoli, Francesco & Koczan, Zsoka & Topalova, Petia, 2020. "Automation and labor force participation in advanced economies: Macro and micro evidence," European Economic Review, Elsevier, vol. 126(C).
    6. Graetz, Georg, 2020. "Technological change and the Swedish labor market," Working Paper Series 2020:19, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    7. Boddin, Dominik & Kroeger, Thilo, 2021. "Structural change revisited: The rise of manufacturing jobs in the service sector," Discussion Papers 38/2021, Deutsche Bundesbank.
    8. Heyman, Fredrik & Norbäck, Pehr-Johan & Persson, Lars, 2021. "Automation, Work and Productivity: The Role of Firm Heterogeneity," Working Paper Series 1382, Research Institute of Industrial Economics, revised 09 Mar 2023.

  6. Georg Graetz & Guy Michaels, 2017. "Is modern technology responsible for jobless recoveries?," CEP Discussion Papers dp1461, Centre for Economic Performance, LSE.

    Cited by:

    1. Nir Jaimovich & Henry E. Siu, 2012. "Job Polarization and Jobless Recoveries," NBER Working Papers 18334, National Bureau of Economic Research, Inc.
    2. Wang, Jianlong & Wang, Weilong & Liu, Yong & Wu, Haitao, 2023. "Can industrial robots reduce carbon emissions? Based on the perspective of energy rebound effect and labor factor flow in China," Technology in Society, Elsevier, vol. 72(C).
    3. Pietro Santoleri, 2020. "Innovation and job creation in (high-growth) new firms," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 29(3), pages 731-756.
    4. Wu, Xuehui & Wu, Zhong & Hu, Jun, 2022. "Global competitiveness analysis of industrial robot technology innovations market layout using visibility graph," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 603(C).
    5. Lordan, Grace, 2019. "People versus machines in the UK: minimum wages, labor reallocation and automatable jobs," LSE Research Online Documents on Economics 102393, London School of Economics and Political Science, LSE Library.
    6. Graetz, Georg & Michaels, Guy, 2017. "Is modern technology responsible for joblessrecoveries?," LSE Research Online Documents on Economics 69043, London School of Economics and Political Science, LSE Library.
    7. Daniele Angelini, 2023. "Aging Population and Technology Adoption," Working Paper Series of the Department of Economics, University of Konstanz 2023-01, Department of Economics, University of Konstanz.
    8. Teresa C. Fort & Justin R. Pierce & Peter K. Schott, 2018. "New Perspectives on the Decline of US Manufacturing Employment," NBER Working Papers 24490, National Bureau of Economic Research, Inc.
    9. Filippos Petroulakis, 2023. "Task Content and Job Losses in the Great Lockdown," ILR Review, Cornell University, ILR School, vol. 76(3), pages 586-613, May.
    10. Georg Graetz & Guy Michaels, 2018. "Robots at Work," The Review of Economics and Statistics, MIT Press, vol. 100(5), pages 753-768, December.
    11. Wang, Linhui & Wang, Hui & Cao, Zhanglu & He, Yongda & Dong, Zhiqing & Wang, Shixiang, 2022. "Can industrial intellectualization reduce carbon emissions? — Empirical evidence from the perspective of carbon total factor productivity in China," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    12. Seamus McGuinness & Konstantinos Pouliakas & Paul Redmond, 2023. "Skills-displacing technological change and its impact on jobs: challenging technological alarmism?," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 32(3), pages 370-392, April.
    13. Caselli, Mauro & Fracasso, Andrea & Traverso, Silvio, 2021. "Robots and risk of COVID-19 workplace contagion: Evidence from Italy," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    14. Verdugo, Gregory & Allègre, Guillaume, 2020. "Labour Force Participation and Job Polarization: Evidence from Europe during the Great Recession," IZA Discussion Papers 13425, Institute of Labor Economics (IZA).
    15. Meredith M. Paker, 2020. "The Jobless Recovery After the 1980-1981 UK Recession," Oxford Economic and Social History Working Papers _182, University of Oxford, Department of Economics.
    16. Qianqian Guo & Zhifang Su, 2023. "The Application of Industrial Robot and the High-Quality Development of Manufacturing Industry: From a Sustainability Perspective," Sustainability, MDPI, vol. 15(16), pages 1-26, August.
    17. Sholler, Dan & MacInnes, Ian, 2022. "The economic impact of AI on employment and income disparities," 31st European Regional ITS Conference, Gothenburg 2022: Reining in Digital Platforms? Challenging monopolies, promoting competition and developing regulatory regimes 265669, International Telecommunications Society (ITS).
    18. Selda Gorkey & Asli Tasbasi, 2023. "Employment Intensity of Economic Growth in Southern Europe: Evidence from Multidimensional Panel Data," Croatian Economic Survey, The Institute of Economics, Zagreb, vol. 25(1), pages 5-32, June.
    19. Ndubuisi, Gideon & Avenyo, Elvis, 2018. "Estimating the effects of robotization on exports," MERIT Working Papers 2018-046, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    20. Françoise Delmez, 2019. "Jobless recoveries after financial crises (and the key role of the extensive margin of employment)," LIDAM Discussion Papers IRES 2019015, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    21. Li, Xun & Hui, Eddie Chi-man & Lang, Wei & Zheng, Shali & Qin, Xiaozhen, 2020. "Transition from factor-driven to innovation-driven urbanization in China: A study of manufacturing industry automation in Dongguan City," China Economic Review, Elsevier, vol. 59(C).
    22. Heijs, Joost & Arenas Díaz, Guillermo & Vergara Reyes, Delia Margarita, 2019. "Impact of innovation on employment in quantitative terms: review of empirical literature based on microdata," MPRA Paper 95326, University Library of Munich, Germany.
    23. Henri Haapanala & Ive Marx & Zachary Parolin, 2023. "Robots and unions: The moderating effect of organized labour on technological unemployment," Economic and Industrial Democracy, Department of Economic History, Uppsala University, Sweden, vol. 44(3), pages 827-852, August.
    24. Haapanala, Henri & Marx, Ive & Parolin, Zachary, 2022. "Robots and Unions: The Moderating Effect of Organised Labour on Technological Unemployment," IZA Discussion Papers 15080, Institute of Labor Economics (IZA).
    25. Pusateri, Nic, 2023. "Human capital heterogeneity of the unemployed and jobless recoveries," Journal of Macroeconomics, Elsevier, vol. 76(C).
    26. CELI, Giuseppe & VITI, Domenico, 2018. "Land Use, Internal Mobility And External Immigration In Italy," Annals of Spiru Haret University, Economic Series, Universitatea Spiru Haret, vol. 18(3), pages 23-43.
    27. 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.
    28. Nuarpear Lekfuangfu & Voraprapa Nakavachara, 2020. "Reshaping Thailand's Labor Market Structure: The Unified Forces of Technology and Trade," PIER Discussion Papers 123, Puey Ungphakorn Institute for Economic Research.
    29. Bernardus Doornik & Deniz Igan & Enisse Kharroubi, 2023. "Labour markets: what explains the resilience?," BIS Quarterly Review, Bank for International Settlements, December.
    30. Lekfuangfu, Warn N. & Nakavachara, Voraprapa, 2021. "Reshaping Thailand's labor market: The intertwined forces of technology advancements and shifting supply chains," Economic Modelling, Elsevier, vol. 102(C).
    31. Dauth, Wolfgang & Findeisen, Sebastian & Südekum, Jens & Wößner, Nicole, 2017. "German robots - the impact of industrial robots on workers," IAB-Discussion Paper 201730, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    32. Weller, Jürgen, 2020. "Technological change and employment in Latin America: opportunities and challenges," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), April.
    33. Samer Adra & Elie Menassa, 2023. "Uncertainty and corporate investments in response to the Fed's dual shocks," The Financial Review, Eastern Finance Association, vol. 58(3), pages 463-484, August.
    34. 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).
    35. Karishma Banga, 2022. "Digital Technologies and Product Upgrading in Global Value Chains: Empirical Evidence from Indian Manufacturing Firms," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 34(1), pages 77-102, February.

  7. Graetz, Georg, 2017. "Human Capital, Signaling, and Employer Learning: What Insights Do We Gain from Regression Discontinuity Designs?," IZA Discussion Papers 11125, Institute of Labor Economics (IZA).

    Cited by:

    1. Jean-Sauveur Ay & Julie Le Gallo, 2021. "The signaling value of nested wine names," Post-Print hal-03268014, HAL.
    2. Nick Huntington-Klein, 2021. "Human capital versus signaling is empirically unresolvable," Empirical Economics, Springer, vol. 60(5), pages 2499-2531, May.

  8. Georg Graetz & Guy Michaels, 2015. "Robots at Work," CEP Discussion Papers dp1335, Centre for Economic Performance, LSE.

    Cited by:

    1. Gilbert Cette & Aurélien Devillard & Vincenzo Spiezia, 2021. "The contribution of robots to productivity growth in 30 OECD countries over 1975–2019," Post-Print hal-03140435, HAL.
    2. Loebbing, Jonas, 2018. "An Elementary Theory of Endogenous Technical Change and Wage Inequality," VfS Annual Conference 2018 (Freiburg, Breisgau): Digital Economy 181603, Verein für Socialpolitik / German Economic Association.
    3. Herbert Dawid & Michael Neugart, 2023. "Effects of technological change and automation on industry structure and (wage-)inequality: insights from a dynamic task-based model," Journal of Evolutionary Economics, Springer, vol. 33(1), pages 35-63, January.
    4. Shi, Zheng, 2023. "The impact of regional ICT development on job quality of the employee in China," Telecommunications Policy, Elsevier, vol. 47(6).
    5. Wolfgang Keller & Hale Utar, 2016. "International Trade and Job Polarization: Evidence at the Worker Level," CESifo Working Paper Series 5978, CESifo.
    6. Dennis C. Hutschenreiter & Tommaso Santini & Eugenia Vella, 2022. "Automation and sectoral reallocation," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 13(1), pages 335-362, May.
    7. Josten, Cecily & Lordan, Grace, 2019. "Robots at Work: Automatable and Non Automatable Jobs," IZA Discussion Papers 12520, Institute of Labor Economics (IZA).
    8. Kariem Soliman, 2021. "Are Industrial Robots a new GPT? A Panel Study of Nine European Countries with Capital and Quality-adjusted Industrial Robots as Drivers of Labour Productivity Growth," EIIW Discussion paper disbei307, Universitätsbibliothek Wuppertal, University Library.
    9. Michael Koch & Ilya Manuylov & Marcel Smolka, 2019. "Robots and Firms," Economics Working Papers 2019-05, Department of Economics and Business Economics, Aarhus University.
    10. Basso, Henrique S. & Jimeno, Juan F., 2021. "From secular stagnation to robocalypse? Implications of demographic and technological changes," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 833-847.
    11. Nii-Aponsah, Hubert, 2022. "Automation exposure and implications in advanced and developing countries across gender, age, and skills," MERIT Working Papers 2022-021, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    12. Almeida,Rita Kullberg & Fernandes,Ana Margarida & Viollaz,Mariana & Almeida,Rita Kullberg & Fernandes,Ana Margarida & Viollaz,Mariana, 2017. "Does the adoption of complex software impact employment composition and the skill content of occupations ? evidence from Chilean firms," Policy Research Working Paper Series 8110, The World Bank.
    13. Jason Furman & Robert Seamans, 2018. "AI and the Economy," NBER Working Papers 24689, National Bureau of Economic Research, Inc.
    14. Gunther Tichy, 2016. "Geht der Arbeitsgesellschaft die Arbeit aus?," WIFO Monatsberichte (monthly reports), WIFO, vol. 89(12), pages 853-871, December.
    15. Stemmler, Henry, 2019. "Does automation lead to de-industrialization in emerging economies? Evidence from Brazil," University of Göttingen Working Papers in Economics 382, University of Goettingen, Department of Economics.
    16. Stabler, Jochen & Otto, Anne & Wydra-Somaggio, Gabriele & Dengler, Katharina, 2017. "Digitalisierung der Arbeitswelt : Folgen für den Arbeitsmarkt im Saarland," IAB-Regional. Berichte und Analysen aus dem Regionalen Forschungsnetz. IAB Rheinland-Pfalz-Saarland 201701, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    17. Fabrizio Leone, 2022. "Foreign ownership and robot adoption," CEP Discussion Papers dp1854, Centre for Economic Performance, LSE.
    18. Daron Acemoglu & Claire Lelarge & Pascual Restrepo, 2020. "Competing with Robots: Firm-Level Evidence from France," AEA Papers and Proceedings, American Economic Association, vol. 110, pages 383-388, May.
    19. Pietro Santoleri, 2020. "Innovation and job creation in (high-growth) new firms," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 29(3), pages 731-756.
    20. Zimmermann, Klaus F., 2015. "Nur noch Roboter und Selbstausbeutung? Über die Herausforderungen und Chancen der neuen Welt der Arbeit," IZA Standpunkte 80, Institute of Labor Economics (IZA).
    21. 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.
    22. Caselli, Mauro & Fracasso, Andrea & Marcolin, Arianna & Scicchitano, Sergio, 2021. "The reassuring effect of firms' technological innovations on workers' job insecurity," GLO Discussion Paper Series 938, Global Labor Organization (GLO).
    23. de Vries, Gaaitzen J. & Gentile, Elisabetta & Miroudot, Sébastien & Wacker, Konstantin M., 2020. "The rise of robots and the fall of routine jobs," Labour Economics, Elsevier, vol. 66(C).
    24. Sasaki, Hiroaki, 2021. "Automation Technology, Economic Growth, and Income Distribution in an Economy with Dynasties and Overlapping Generations," MPRA Paper 105446, University Library of Munich, Germany.
    25. Lütkenhorst, Wilfried, 2018. "Creating wealth without labour? Emerging contours of a new techno-economic landscape," IDOS Discussion Papers 11/2018, German Institute of Development and Sustainability (IDOS).
    26. Daron Acemoglu, 2019. "Comment on "Trading Up and the Skill Premium"," NBER Chapters, in: NBER Macroeconomics Annual 2019, volume 34, pages 317-330, National Bureau of Economic Research, Inc.
    27. Philippe Aghion & Céline Antonin & Simon Bunel & Xavier Jaravel, 2020. "What Are the Labor and Product Market Effects of Automation? New Evidence from France," Post-Print hal-03384668, HAL.
    28. Genz, Sabrina & Gregory, Terry & Janser, Markus & Lehmer, Florian & Matthes, Britta, 2021. "How do workers adjust when firms adopt new technologies?," ZEW Discussion Papers 21-073, ZEW - Leibniz Centre for European Economic Research.
    29. Graetz, Georg & Michaels, Guy, 2017. "Is modern technology responsible for joblessrecoveries?," LSE Research Online Documents on Economics 69043, London School of Economics and Political Science, LSE Library.
    30. Carbonero, Francesco. & Ernst, Ekkehard & Weber, Enzo., 2018. "Robots worldwide the impact of automation on employment and trade," ILO Working Papers 995008793402676, International Labour Organization.
    31. Richard Fabling & Arthur Grimes, 2019. "Ultra-fast broadband, skill complementarities, gender and wages," Working Papers 19_23, Motu Economic and Public Policy Research.
    32. Feng Dong & Shengnan Zhang & Jiao Zhu & Jiaojiao Sun, 2021. "The Impact of the Integrated Development of AI and Energy Industry on Regional Energy Industry: A Case of China," IJERPH, MDPI, vol. 18(17), pages 1-24, August.
    33. Winter-Ebmer, Rudolf & Antón, José-Ignacio & Fernandez-Macias, Enrique, 2020. "Does robotization affect job quality? Evidence from European regional labour markets," CEPR Discussion Papers 15586, C.E.P.R. Discussion Papers.
    34. Abeliansky, Ana Lucia & Prettner, Klaus, 2017. "Automation and demographic change," VfS Annual Conference 2017 (Vienna): Alternative Structures for Money and Banking 168215, Verein für Socialpolitik / German Economic Association.
    35. Park, Cyn-Young & Shin, Kwanho & Kikkawa, Aiko, 2020. "Demographic Change, Technological Advances, and Growth: A Cross-Country Analysis," ADB Economics Working Paper Series 617, Asian Development Bank.
    36. 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.
    37. Emin Dinlersoz & Zoltan Wolf, 2018. "Automation, Labor Share, and Productivity: Plant-Level Evidence from U.S. Manufacturing," Working Papers 18-39, Center for Economic Studies, U.S. Census Bureau.
    38. Stefan Jestl, 2022. "Industrial Robots, and Information and Communication Technology: The Employment Effects in EU Labour Markets," wiiw Working Papers 215, The Vienna Institute for International Economic Studies, wiiw.
    39. Erik Brynjolfsson & Cathy Buffington & Nathan Goldschlag & J. Frank Li & Javier Miranda & Robert Seamans, 2023. "The Characteristics and Geographic Distribution of Robot Hubs in U.S. Manufacturing Establishments," NBER Working Papers 31062, National Bureau of Economic Research, Inc.
    40. Nieddu, Marcello & Bertani, Filippo & Ponta, Linda, 2021. "Sustainability transition and digital trasformation: an agent-based perspective," MPRA Paper 106943, University Library of Munich, Germany.
    41. Martin Labaj & Materj Vitalos, 2019. "Automation and labor demand in European countries: A task-based approach to wage bill decomposition," Department of Economic Policy Working Paper Series 021, Department of Economic Policy, Faculty of National Economy, University of Economics in Bratislava.
    42. Cilekoglu, Akin A. & Moreno, Rosina & Ramos, Raul, 2024. "The impact of robot adoption on global sourcing," Research Policy, Elsevier, vol. 53(3).
    43. 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).
    44. José‐Ignacio Antón & Enrique Fernández‐Macías & Rudolf Winter‐Ebmer, 2023. "Does robotization affect job quality? Evidence from European regional labor markets," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 62(3), pages 233-256, July.
    45. 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.
    46. Filippo Bertani & Marco Raberto & Andrea Teglio, 2020. "The productivity and unemployment effects of the digital transformation: an empirical and modelling assessment," Review of Evolutionary Political Economy, Springer, vol. 1(3), pages 329-355, November.
    47. Arntz, Melanie & Gregory, Terry & Zierahn, Ulrich, 2016. "ELS issues in robotics and steps to consider them. Part 1: Robotics and employment. Consequences of robotics and technological change for the structure and level of employment," ZEW Expertises, ZEW - Leibniz Centre for European Economic Research, number 146501.
    48. Philippe Aghion & Céline Antonin & Simon Bunel, 2019. "Artificial Intelligence, Growth and Employment: The Role of Policy," Economie et Statistique / Economics and Statistics, Institut National de la Statistique et des Etudes Economiques (INSEE), issue 510-511-5, pages 149-164.
    49. Mann, Katja & Pozzoli, Dario, 2022. "Automation and Low-Skill Labor," IZA Discussion Papers 15791, Institute of Labor Economics (IZA).
    50. Brunello, Giorgio & Rückert, Désirée & Weiss, Christoph T. & Wruuck, Patricia, 2023. "Advanced Digital Technologies and Investment in Employee Training: Complements or Substitutes?," IZA Discussion Papers 15936, Institute of Labor Economics (IZA).
    51. Pauline Charnoz & Michael Orand, 2017. "Technical change and automation of routine tasks: Evidence from local labour markets in France, 1999‑2011," Economie et Statistique / Economics and Statistics, Institut National de la Statistique et des Etudes Economiques (INSEE), issue 497-498, pages 103-122.
    52. Arnaud Costinot & Iván Werning, 2018. "Robots, Trade, and Luddism: A Sufficient Statistic Approach to Optimal Technology Regulation," NBER Working Papers 25103, National Bureau of Economic Research, Inc.
    53. Daron Acemoglu & Pascual Restrepo, 2020. "Robots and Jobs: Evidence from US Labor Markets," Journal of Political Economy, University of Chicago Press, vol. 128(6), pages 2188-2244.
    54. Giovanni Dosi & Mariacristina Piva & Maria Enrica Virgillito & Marco Vivarelli, 2019. "Embodied and disembodied technological change: the sectoral patterns of job-creation and job-destruction," LEM Papers Series 2019/14, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    55. Juan F. Jimeno, 2019. "Fewer babies and more robots: economic growth in a new era of demographic and technological changes," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 10(2), pages 93-114, June.
    56. Berger, Thor & Chen, Chinchih & Frey, Carl Benedikt, 2018. "Drivers of disruption? Estimating the Uber effect," European Economic Review, Elsevier, vol. 110(C), pages 197-210.
    57. Jacopo Staccioli & Maria Enrica Virgillito, 2021. "Back to the past: the historical roots of labor-saving automation," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 11(1), pages 27-57, March.
    58. Stefano Bianchini & Moritz Müller & Pierre Pelletier, 2022. "Artificial intelligence in science: An emerging general method of invention," Post-Print hal-03958025, HAL.
    59. Zhenzhen Liao & Shaofeng Ru & Yiyang Cheng, 2023. "A Simulation Study on the Impact of the Digital Economy on CO 2 Emission Based on the System Dynamics Model," Sustainability, MDPI, vol. 15(4), pages 1-24, February.
    60. Laura S. Zilian & Stella S. Zilian & Georg Jäger, 2021. "Labour market polarisation revisited: evidence from Austrian vacancy data," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 55(1), pages 1-17, December.
    61. Van Roy, Vincent & Vertesy, Daniel & Damioli, Giacomo, 2019. "AI and Robotics Innovation: a Sectoral and Geographical Mapping using Patent Data," GLO Discussion Paper Series 433, Global Labor Organization (GLO).
    62. Claudio Costanzo, 2022. "Robots, Jobs, and Optimal Fertility Timing," Working Papers ECARES 2022-36, ULB -- Universite Libre de Bruxelles.
    63. Jaeger, David A. & Ruist, Joakim & Stuhler, Jan, 2018. "Shift-Share Instruments and the Impact of Immigration," IZA Discussion Papers 11307, Institute of Labor Economics (IZA).
    64. Andre Jungmittag & Annarosa Pesole, 2019. "The impact of robots on labour productivity: A panel data approach covering 9 industries and 12 countries," JRC Working Papers on Labour, Education and Technology 2019-08, Joint Research Centre.
    65. Prettner, Klaus, 2016. "The implications of automation for economic growth and the labor share of income," ECON WPS - Working Papers in Economic Theory and Policy 04/2016, TU Wien, Institute of Statistics and Mathematical Methods in Economics, Economics Research Unit.
    66. Fierro, Luca Eduardo & Caiani, Alessandro & Russo, Alberto, 2022. "Automation, Job Polarisation, and Structural Change," Journal of Economic Behavior & Organization, Elsevier, vol. 200(C), pages 499-535.
    67. Toon Van Overbeke, 2023. "Conflict or cooperation? Exploring the relationship between cooperative institutions and robotisation," British Journal of Industrial Relations, London School of Economics, vol. 61(3), pages 550-573, September.
    68. Eichhorst, Werner, 2015. "Do We Have to Be Afraid of the Future World of Work?," IZA Policy Papers 102, Institute of Labor Economics (IZA).
    69. László Czaller & Rikard H. Eriksson & Balázs Lengyel, 2021. "Reducing automation risk through career mobility: Where and for whom?," Papers in Regional Science, Wiley Blackwell, vol. 100(6), pages 1545-1569, December.
    70. Fabio Montobbio & Jacopo Staccioli & Maria Enrica Virgillito & Marco Vivarelli, 2020. "Robots and the origin of their labour-saving impact," LEM Papers Series 2020/03, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    71. Venturini, Francesco, 2022. "Intelligent technologies and productivity spillovers: Evidence from the Fourth Industrial Revolution," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 220-243.
    72. Liu, Liang & Yang, Kun & Fujii, Hidemichi & Liu, Jun, 2021. "Artificial Intelligence and Energy Intensity in China’s Industrial Sector: Effect and Transmission Channel," MPRA Paper 106333, University Library of Munich, Germany.
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    395. Demiralay, Sercan & Gencer, Hatice Gaye & Bayraci, Selcuk, 2021. "How do Artificial Intelligence and Robotics Stocks co-move with traditional and alternative assets in the age of the 4th industrial revolution? Implications and Insights for the COVID-19 period," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
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  9. Andy Feng & Georg Graetz, 2015. "Rise of the Machines: The Effects of Labor-Saving Innovations on Jobs and Wages," CEP Discussion Papers dp1330, Centre for Economic Performance, LSE.

    Cited by:

    1. Edwards, T. Huw & Perroni, Carlo, 2014. "Market Integration, Wage Concentration, and the Cost and Volume of Traded Machines," CAGE Online Working Paper Series 203, Competitive Advantage in the Global Economy (CAGE).
    2. Georg Graetz & Guy Michaels, 2018. "Robots at Work," The Review of Economics and Statistics, MIT Press, vol. 100(5), pages 753-768, December.
    3. Gustavsson, Magnus, 2017. "Is Job Polarization a Recent Phenomenon? Evidence from Sweden, 1950–2013, and a Comparison to the United States," Working Paper Series 2017:14, Uppsala University, Department of Economics.
    4. Zsofia Barany & Christian Siegel, 2015. "Job Polarization and Structural Change," Working Papers hal-03459777, HAL.
    5. Böhm, Michael, 2014. "The Wage Effects of Job Polarization: Evidence from the Allocation of Talents," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100547, Verein für Socialpolitik / German Economic Association.
    6. Olexandr Yemelyanov & Anastasiya Symak & Tetyana Petrushka & Roman Lesyk & Lilia Lesyk, 2018. "Assessment of the Technological Changes Impact on the Sustainability of State Security System of Ukraine," Sustainability, MDPI, vol. 10(4), pages 1-24, April.
    7. Wan-Jung Cheng, 2017. "Explaining Job Polarization: The Role of Heterogeneity in Capital Intensity," IEAS Working Paper : academic research 17-A015, Institute of Economics, Academia Sinica, Taipei, Taiwan, revised Feb 2018.
    8. Föll, Tobias & Hartmann, Anna, 2019. "A Joint Theory of Polarization and Deunionization," VfS Annual Conference 2019 (Leipzig): 30 Years after the Fall of the Berlin Wall - Democracy and Market Economy 203558, Verein für Socialpolitik / German Economic Association.
    9. Daron Acemoglu & Pascual Restrepo, 2018. "Low-Skill and High-Skill Automation," Journal of Human Capital, University of Chicago Press, vol. 12(2), pages 204-232.
    10. Charles M. Beach, 2016. "Changing income inequality: A distributional paradigm for Canada," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 49(4), pages 1229-1292, November.
    11. Tschirley, David & Reardon, Thomas, 2016. "Impact on Employment and Migration of Structural and Rural Transformation," Food Security International Development Working Papers 245895, Michigan State University, Department of Agricultural, Food, and Resource Economics.
    12. Gersbach, Hans & Schmassmann, Samuel, 2019. "Skills, Tasks, and Complexity," IZA Discussion Papers 12770, Institute of Labor Economics (IZA).
    13. Gomez, M, 2021. "Job Polarization and the Informal Labor Market," Documentos de trabajo - Alianza EFI 19418, Alianza EFI.

  10. Andy Feng & Georg Graetz, 2013. "A Question of Degree: The Effects of Degree Class on Labor Market Outcomes," CEP Discussion Papers dp1221, Centre for Economic Performance, LSE.

    Cited by:

    1. Georg Graetz, 2023. "Imperfect Signals," CESifo Working Paper Series 10403, CESifo.
    2. Richard Murphy & Gill Wyness, 2016. "Testing Means-Tested Aid," CESifo Working Paper Series 6105, CESifo.
    3. Judith M. Delaney & Paul J. Devereux, 2020. "How Gender and Prior Disadvantage Predict Performance in College," The Economic and Social Review, Economic and Social Studies, vol. 51(2), pages 189-239.
    4. Georg Graetz, 2023. "Imperfect signals," CEP Discussion Papers dp1919, Centre for Economic Performance, LSE.
    5. Lundin, Martin & Nordström Skans, Oskar & Zetterberg, Pär, 2018. "Leadership Experiences, Labor Market Entry, and Early Career Trajectories," IZA Discussion Papers 11434, Institute of Labor Economics (IZA).
    6. Gill Wyness & Lindsey Macmillan & Jake Anders, 2021. "Does education raise people's productivity or does it just signal their existing ability?," CEPEO Briefing Note Series 12, UCL Centre for Education Policy and Equalising Opportunities, revised Apr 2021.
    7. Khoo, Pauline & Ost, Ben, 2018. "The effect of graduating with honors on earnings," Labour Economics, Elsevier, vol. 55(C), pages 149-162.
    8. Stijn Baert & Dieter Verhaest, 2021. "Work Hard or Play Hard? Degree Class, Student Leadership and Employment Opportunities," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 83(4), pages 1024-1047, August.
    9. Graetz, Georg, 2023. "Imperfect Signals," IZA Discussion Papers 16104, Institute of Labor Economics (IZA).
    10. Machin, Stephen & McNally, Sandra & Ruiz-Valenzuela, Jenifer, 2020. "Entry through the narrow door: The costs of just failing high stakes exams," Journal of Public Economics, Elsevier, vol. 190(C).
    11. Tom Lane & Minghai Zhou, 2022. "Failure of unravelling theory? A natural field experiment on voluntary quality disclosure," Discussion Papers 2022-17, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
    12. Gaurab Aryal & Manudeep Bhuller & Fabian Lange, 2019. "Signaling and Employer Learning with Instruments," NBER Working Papers 25885, National Bureau of Economic Research, Inc.
    13. Claire Crawford & Anna Vignoles, 2014. "Heterogeneity in graduate earnings by socio-economic background," IFS Working Papers W14/30, Institute for Fiscal Studies.
    14. Robin Naylor & Jeremy Smith & Shqiponja Telhaj, 2015. "Graduate Returns, Degree Class Premia and Higher Education Expansion in the UK," CEP Discussion Papers dp1392, Centre for Economic Performance, LSE.
    15. Amez, Simon & Baert, Stijn, 2021. "Bye, Bye, Hotel Mama, Bye, Bye Good Grades? Living in a Student Room and Exam Results in Tertiary Education," IZA Discussion Papers 14534, Institute of Labor Economics (IZA).
    16. Graetz, Georg, 2023. "Imperfect signals," LSE Research Online Documents on Economics 121329, London School of Economics and Political Science, LSE Library.
    17. Graetz, Georg, 2023. "Imperfect signals," Working Paper Series 2023:10, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    18. Kara, Elif & Tonin, Mirco & Vlassopoulos, Michael, 2020. "Class Size Effects in Higher Education: Differences across STEM and Non-STEM Fields," IZA Discussion Papers 12996, Institute of Labor Economics (IZA).
    19. Georg Graetz, 2021. "On the interpretation of diploma wage effects estimated by regression discontinuity designs," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 54(1), pages 228-258, February.
    20. Judith M. Delaney & Paul J. Devereux, 2019. "Math Matters! The Importance of Mathematical and Verbal Skills for Degree Performance," Working Papers 201928, School of Economics, University College Dublin.
    21. Freier, Ronny & Schumann, Mathias & Siedler, Thomas, 2015. "The Earnings Returns to Graduating with Honors: Evidence from Law Graduates," IZA Discussion Papers 8825, Institute of Labor Economics (IZA).
    22. Claire Crawford, 2014. "Socio-economic differences in university outcomes in the UK: drop-out, degree completion and degree class," IFS Working Papers W14/31, Institute for Fiscal Studies.
    23. Booth, Alison L. & Cardona-Sosa, Lina & Nolen, Patrick, 2018. "Do single-sex classes affect academic achievement? An experiment in a coeducational university," Journal of Public Economics, Elsevier, vol. 168(C), pages 109-126.
    24. Minaya, Veronica & Agasisti, Tommaso & Bratti, Massimiliano, 2022. "When need meets merit: The effect of increasing merit requirements in need-based student aid," European Economic Review, Elsevier, vol. 146(C).
    25. Georg Graetz, 2017. "Human Capital, Signaling, and Employer Learning. What Ingsights Do We Gain from Regression Discontinuity Designs," CESifo Working Paper Series 6757, CESifo.
    26. Naven, Matthew & Whalen, Daniel, 2022. "The signaling value of university rankings: Evidence from top 14 law schools," Economics of Education Review, Elsevier, vol. 89(C).
    27. Steven Proud, 2014. "Resits in Higher Education: Merely a Bar to Jump Over, or Do They Give a Pedagogical `Leg Up’?," Bristol Economics Discussion Papers 14/645, School of Economics, University of Bristol, UK.
    28. Atay, Salim & Asik, Gunes A. & Tumen, Semih, 2023. "Impact of Graduating with Honors on Entry Wages of Economics Majors," IZA Discussion Papers 16080, Institute of Labor Economics (IZA).

Articles

  1. Andy Feng & Georg Graetz, 2020. "Training Requirements, Automation, and Job Polarisation," The Economic Journal, Royal Economic Society, vol. 130(631), pages 2249-2271.

    Cited by:

    1. Brunello, Giorgio & Rückert, Désirée & Weiss, Christoph T. & Wruuck, Patricia, 2023. "Advanced Digital Technologies and Investment in Employee Training: Complements or Substitutes?," IZA Discussion Papers 15936, Institute of Labor Economics (IZA).
    2. 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.
    3. Hensvik, Lena & Nordström Skans, Oskar, 2019. "The skill-specifc impact of past and projected occupational declinea," Working Paper Series 2019:28, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    4. Derick Almeida & Tiago Neves Sequeira, 2023. "Fertility choices, Demographics and Automation," CeBER Working Papers 2023-05, Centre for Business and Economics Research (CeBER), University of Coimbra.
    5. Oscar Afonso & Tiago Sequeira & Derick Almeida, 2023. "Technological knowledge and wages: from skill premium to wage polarization," Journal of Economics, Springer, vol. 140(2), pages 93-119, October.

  2. Georg Graetz & Guy Michaels, 2018. "Robots at Work," The Review of Economics and Statistics, MIT Press, vol. 100(5), pages 753-768, December.
    See citations under working paper version above.
  3. Georg Graetz & Guy Michaels, 2017. "Is Modern Technology Responsible for Jobless Recoveries?," American Economic Review, American Economic Association, vol. 107(5), pages 168-173, May.
    See citations under working paper version above.
  4. Feng, Andy & Graetz, Georg, 2017. "A question of degree: The effects of degree class on labor market outcomes," Economics of Education Review, Elsevier, vol. 61(C), pages 140-161.
    See citations under working paper version above.
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