IDEAS home Printed from https://ideas.repec.org/p/arx/papers/2204.01296.html
   My bibliography  Save this paper

Technology and jobs: A systematic literature review

Author

Listed:
  • Kerstin Hotte
  • Melline Somers
  • Angelos Theodorakopoulos

Abstract

Does technological change destroy or create jobs? New technologies may replace human workers, but can simultaneously create jobs if workers are needed to use these technologies or if new economic activities emerge. Furthermore, technology-driven productivity growth may increase disposable income, stimulating a demand-induced expansion of employment. To synthesize the existing knowledge on this question, we systematically review the empirical literature on the past four decades of technological change and its impact on employment, distinguishing between five broad technology categories (ICT, Robots, Innovation, TFP-style, Other). Overall, we find across studies that the labor-displacing effect of technology appears to be more than offset by compensating mechanisms that create or reinstate labor. This holds for most types of technology, suggesting that previous anxieties over widespread technology-driven unemployment lack an empirical base, at least so far. Nevertheless, low-skill, production, and manufacturing workers have been adversely affected by technological change, and effective up- and reskilling strategies should remain at the forefront of policy making along with targeted social support systems.

Suggested Citation

  • Kerstin Hotte & Melline Somers & Angelos Theodorakopoulos, 2022. "Technology and jobs: A systematic literature review," Papers 2204.01296, arXiv.org.
  • Handle: RePEc:arx:papers:2204.01296
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/2204.01296
    File Function: Latest version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Bernhard Dachs & Martin Hud & Christian Koehler & Bettina Peters, 2017. "Innovation, creative destruction and structural change: firm-level evidence from European countries," Industry and Innovation, Taylor & Francis Journals, vol. 24(4), pages 346-381, May.
    2. Ugur, Mehmet, 2019. "Innovation, technology adoption and employment: Evidence synthesis," Greenwich Papers in Political Economy 28307, University of Greenwich, Greenwich Political Economy Research Centre.
    3. Marco Vivarelli, 2014. "Innovation, Employment and Skills in Advanced and Developing Countries: A Survey of Economic Literature," Journal of Economic Issues, Taylor & Francis Journals, vol. 48(1), pages 123-154.
    4. Samaniego, Roberto M., 2008. "Can technical change exacerbate the effects of labor market sclerosis," Journal of Economic Dynamics and Control, Elsevier, vol. 32(2), pages 497-528, February.
    5. Nicholas Oulton, 2002. "ICT and Productivity Growth in the United Kingdom," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 18(3), pages 363-379.
    6. Teresa C. Fort & Justin R. Pierce & Peter K. Schott, 2018. "New Perspectives on the Decline of US Manufacturing Employment," Journal of Economic Perspectives, American Economic Association, vol. 32(2), pages 47-72, Spring.
    7. Gallipoli, Giovanni & Makridis, Christos A., 2018. "Structural transformation and the rise of information technology," Journal of Monetary Economics, Elsevier, vol. 97(C), pages 91-110.
    8. Eric Maurin & David Thesmar, 2004. "Changes in the Functional Structure of Firms and the Demand for Skill," Journal of Labor Economics, University of Chicago Press, vol. 22(3), pages 639-664, July.
    9. Karnit Flug & Zvi Hercowitz, 2000. "Equipment Investment and the Relative Demand for Skilled Labor: International Evidence," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 3(3), pages 461-485, July.
    10. David A. Green & Benjamin M. Sand, 2015. "Has the Canadian labour market polarized?," Canadian Journal of Economics, Canadian Economics Association, vol. 48(2), pages 612-646, May.
    11. Almut Balleer, 2012. "New evidence, old puzzles: Technology shocks and labor market dynamics," Quantitative Economics, Econometric Society, vol. 3(3), pages 363-392, November.
    12. Alexander Bick & Nicola Fuchs-Schündeln & David Lagakos, 2018. "How Do Hours Worked Vary with Income? Cross-Country Evidence and Implications," American Economic Review, American Economic Association, vol. 108(1), pages 170-199, January.
    13. Daniel J. Graham & Nigel Spence, 2000. "Manufacturing Employment Change, Output Demand, and Labor Productivity in the Regions of Britain," International Regional Science Review, , vol. 23(2), pages 172-200, April.
    14. Van Reenen, John, 1997. "Employment and Technological Innovation: Evidence from U.K. Manufacturing Firms," Journal of Labor Economics, University of Chicago Press, vol. 15(2), pages 255-284, April.
    15. Sunghyun Henry Kim & M. Ayhan Kose, "undated". "Sources of Fluctuations," Working Paper 164481, Harvard University OpenScholar.
    16. David Kim & Woo‐Yung Kim, 2020. "What drives the labor share of income in South Korea? A regional analysis," Growth and Change, Wiley Blackwell, vol. 51(3), pages 1304-1335, September.
    17. David Autor & Anna Salomons, 2018. "Is Automation Labor-Displacing? Productivity Growth, Employment, and the Labor Share," NBER Working Papers 24871, National Bureau of Economic Research, Inc.
    18. Surendra Gera & Wulong Gu & Zhengxi Lin, 2001. "Technology and the demand for skills in Canada: an industry-level analysis," Canadian Journal of Economics, Canadian Economics Association, vol. 34(1), pages 132-148, February.
    19. Olena Ivus & Matthew Boland, 2015. "The employment and wage impact of broadband deployment in Canada," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 48(5), pages 1803-1830, December.
    20. Robert Dixon & G. C. Lim, 2020. "Is the decline in labour’s share in the US driven by changes in technology and/or market power? An empirical analysis," Applied Economics, Taylor & Francis Journals, vol. 52(59), pages 6400-6415, December.
    21. Francisco Perez‐Arce & María J. Prados, 2021. "The Decline In The U.S. Labor Force Participation Rate: A Literature Review," Journal of Economic Surveys, Wiley Blackwell, vol. 35(2), pages 615-652, April.
    22. 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).
    23. Eli Berman & John Bound & Zvi Griliches, 1994. "Changes in the Demand for Skilled Labor within U. S. Manufacturing: Evidence from the Annual Survey of Manufactures," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 367-397.
    24. Baltagi, Badi H. & Rich, Daniel P., 2005. "Skill-biased technical change in US manufacturing: a general index approach," Journal of Econometrics, Elsevier, vol. 126(2), pages 549-570, June.
    25. Ariell Reshef, 2013. "Is Technological Change Biased Towards the Unskilled in Services? An Empirical Investigation," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(2), pages 312-331, April.
    26. Jung, Jin Hwa & Lim, Dong-Geon, 2020. "Industrial robots, employment growth, and labor cost: A simultaneous equation analysis," Technological Forecasting and Social Change, Elsevier, vol. 159(C).
    27. Reijnders, Laurie S.M. & de Vries, Gaaitzen J., 2018. "Technology, offshoring and the rise of non-routine jobs," Journal of Development Economics, Elsevier, vol. 135(C), pages 412-432.
    28. Maya Eden & Paul Gaggl, 2018. "On the Welfare Implications of Automation," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 29, pages 15-43, July.
    29. Roberta Capello & Camilla Lenzi, 2013. "Innovation and Employment Dynamics in European Regions," International Regional Science Review, , vol. 36(3), pages 322-353, July.
    30. Jari Vainiomaki & Seppo Laaksonen, 1999. "Technology, job creation and job destruction in Finnish manufacturing," Applied Economics Letters, Taylor & Francis Journals, vol. 6(2), pages 81-88.
    31. Paul Gaggl & Greg C. Wright, 2017. "A Short-Run View of What Computers Do: Evidence from a UK Tax Incentive," American Economic Journal: Applied Economics, American Economic Association, vol. 9(3), pages 262-294, July.
    32. Sotiris Blanas & Gino Gancia & Sang Yoon (Tim) Lee, 2019. "Who is afraid of machines?," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 34(100), pages 627-690.
    33. Hyeon-seung Huh & David Kim, 2019. "Sources of fluctuations in hours worked for Canada, Germany, Japan and the U.S.: a sign restriction VAR approach," Applied Economics, Taylor & Francis Journals, vol. 51(15), pages 1634-1646, March.
    34. Daron Acemoglu, 2002. "Technical Change, Inequality, and the Labor Market," Journal of Economic Literature, American Economic Association, vol. 40(1), pages 7-72, March.
    35. Gabriele Pellegrino & Mariacristina Piva & Marco Vivarelli, 2019. "Beyond R&D: the role of embodied technological change in affecting employment," Journal of Evolutionary Economics, Springer, vol. 29(4), pages 1151-1171, September.
    36. Blien, Uwe & Dauth, Wolfgang & Roth, Duncan H.W., 2021. "Occupational routine intensity and the costs of job loss: evidence from mass layoffs," Labour Economics, Elsevier, vol. 68(C).
    37. Brent Neiman, 2014. "The Global Decline of the Labor Share," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 61-103.
    38. Elisabetta Croci Angelini & Francesco Farina & Enzo Valentini, 2020. "Wage and employment by skill levels in technological evolution of South and East Europe," Journal of Evolutionary Economics, Springer, vol. 30(5), pages 1497-1514, November.
    39. Daron Acemoglu & Pascual Restrepo, 2019. "Automation and New Tasks: How Technology Displaces and Reinstates Labor," Journal of Economic Perspectives, American Economic Association, vol. 33(2), pages 3-30, Spring.
    40. Gerry Boyle & Pauline McCormack, 2002. "Trade and technological explanations for changes in sectoral labour demand in OECD economies," Applied Economics, Taylor & Francis Journals, vol. 34(5), pages 617-635.
    41. Horst Feldmann, 2013. "Technological unemployment in industrial countries," Journal of Evolutionary Economics, Springer, vol. 23(5), pages 1099-1126, November.
    42. Whelan, Karl T., 2009. "Technology shocks and hours worked: Checking for robust conclusions," Journal of Macroeconomics, Elsevier, vol. 31(2), pages 231-239, June.
    43. Ho, Chun-Yu, 2008. "Investment-specific technological change and labor composition: Evidence from the U.S. manufacturing," Economics Letters, Elsevier, vol. 99(3), pages 526-529, June.
    44. Harry Bloch, 2010. "Technological Change in Australian Manufacturing," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 43(1), pages 28-38, March.
    45. Scholl, Keller & Hanson, Robin, 2020. "Testing the automation revolution hypothesis," Economics Letters, Elsevier, vol. 193(C).
    46. Nordhaus, William D., 2007. "Two Centuries of Productivity Growth in Computing," The Journal of Economic History, Cambridge University Press, vol. 67(1), pages 128-159, March.
    47. Balliester, Thereza. & Elsheikhi, Adam., 2018. "The future of work a literature review," ILO Working Papers 994987493402676, International Labour Organization.
    48. Koen Breemersch & Jože P Damijan & Jozef Konings, 2019. "What drives labor market polarization in advanced countries? The role of China and technology," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 28(1), pages 51-77.
    49. Erik Buyst & Maarten Goos & Anna Salomons, 2018. "Job polarization: an historical perspective," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 34(3), pages 461-474.
    50. David J. Deming, 2017. "The Growing Importance of Social Skills in the Labor Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1593-1640.
    51. Catherine J. Morrison Paul & Donald S. Siegel, 2001. "The Impacts of Technology, Trade and Outsourcing on Employment and Labor Composition," Scandinavian Journal of Economics, Wiley Blackwell, vol. 103(2), pages 241-264, June.
    52. Vivarelli, Marco & Evangelista, Rinaldo & Pianta, Mario, 1996. "Innovation and employment in Italian manufacturing industry," Research Policy, Elsevier, vol. 25(7), pages 1013-1026, October.
    53. Dekle, Robert, 2020. "Robots and industrial labor: Evidence from Japan," Journal of the Japanese and International Economies, Elsevier, vol. 58(C).
    54. Gardberg, Malin & Heyman, Fredrik & Norbäck, Pehr-Johan & Persson, Lars, 2020. "Digitization-based automation and occupational dynamics," Economics Letters, Elsevier, vol. 189(C).
    55. Fossen, Frank M. & Sorgner, Alina, 2021. "Digitalization of work and entry into entrepreneurship," Journal of Business Research, Elsevier, vol. 125(C), pages 548-563.
    56. Faber, Marius, 2020. "Robots and reshoring: Evidence from Mexican labor markets," Journal of International Economics, Elsevier, vol. 127(C).
    57. 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).
    58. Po-Chi Chen & Ming-Miin Yu, 2014. "Total factor productivity growth and directions of technical change bias: evidence from 99 OECD and non-OECD countries," Annals of Operations Research, Springer, vol. 214(1), pages 143-165, March.
    59. Mingming Jiang & John Shideler & Yun Wang, 2019. "Factor substitution and labor market friction in the United States: 1948–2010," Applied Economics, Taylor & Francis Journals, vol. 51(17), pages 1828-1840, April.
    60. Surendra Gera & Wulong Gu & Zhengxi Lin, 2001. "Technology and the demand for skills in Canada: an industry‐level analysis," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 34(1), pages 132-148, February.
    61. Devesh R. Raval, 2019. "The micro elasticity of substitution and non‐neutral technology," RAND Journal of Economics, RAND Corporation, vol. 50(1), pages 147-167, March.
    62. repec:oup:qjecon:v:129:y:2013:i:1:p:61-103 is not listed on IDEAS
    63. David H. Autor & David Dorn & Gordon H. Hanson, 2015. "Untangling Trade and Technology: Evidence from Local Labour Markets," Economic Journal, Royal Economic Society, vol. 0(584), pages 621-646, May.
    64. Pantea, Smaranda & Sabadash, Anna & Biagi, Federico, 2017. "Are ICT displacing workers in the short run? Evidence from seven European countries," Information Economics and Policy, Elsevier, vol. 39(C), pages 36-44.
    65. Brian P. Cozzarin, 2016. "Advanced technology, innovation, wages and productivity in the Canadian manufacturing sector," Applied Economics Letters, Taylor & Francis Journals, vol. 23(4), pages 243-249, March.
    66. Falk Martin, 2015. "Employment Effects of Technological and Organizational Innovations: Evidence Based on Linked Firm-Level Data for Austria," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 235(3), pages 268-285, June.
    67. Fonseca, Tiago & Lima, Francisco & Pereira, Sonia C., 2018. "Job polarization, technological change and routinization: Evidence for Portugal," Labour Economics, Elsevier, vol. 51(C), pages 317-339.
    68. Sacristan Diaz, Macarena & Quiros Tomas, F. Javier, 2002. "Technological innovation and employment: Data from a decade in Spain," International Journal of Production Economics, Elsevier, vol. 75(3), pages 245-256, February.
    69. Fung, Michael K., 2006. "Are labor-saving technologies lowering employment in the banking industry?," Journal of Banking & Finance, Elsevier, vol. 30(1), pages 179-198, January.
    70. Gregory, Mary & Zissimos, Ben & Greenhalgh, Christine, 2001. "Jobs for the Skilled: How Technology, Trade, and Domestic Demand Changed the Structure of UK Employment, 1979-90," Oxford Economic Papers, Oxford University Press, vol. 53(1), pages 20-46, January.
    71. Edouard Wemy, 2019. "The labour income share and the relative price of investment in the US: an empirical investigation," Applied Economics, Taylor & Francis Journals, vol. 51(43), pages 4711-4725, September.
    72. Michelle C. Baddeley, 2008. "Structural Shifts In Uk Unemployment 1979–2005: The Twin Impacts Of Financial Deregulation And Computerization," Bulletin of Economic Research, Wiley Blackwell, vol. 60(2), pages 123-157, April.
    73. Frank Levy, 2010. "How Technology Changes Demands for Human Skills," OECD Education Working Papers 45, OECD Publishing.
    74. Frey, Carl Benedikt & Osborne, Michael A., 2017. "The future of employment: How susceptible are jobs to computerisation?," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 254-280.
    75. George J. Borjas & Richard B. Freeman, 2019. "From Immigrants to Robots: The Changing Locus of Substitutes for Workers," NBER Working Papers 25438, National Bureau of Economic Research, Inc.
    76. Wolff, Edward N., 2009. "Are computers driving real wages down?," Information Economics and Policy, Elsevier, vol. 21(3), pages 211-228, August.
    77. David H. Autor, 2015. "Why Are There Still So Many Jobs? The History and Future of Workplace Automation," Journal of Economic Perspectives, American Economic Association, vol. 29(3), pages 3-30, Summer.
    78. David H. Autor & Lawrence F. Katz & Alan B. Krueger, 1998. "Computing Inequality: Have Computers Changed the Labor Market?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1169-1213.
    79. (Maggie) Fu, Xiaoqing & Bao, Qun & Xie, Hongjun & Fu, Xiaolan, 2021. "Diffusion of industrial robotics and inclusive growth: Labour market evidence from cross country data," Journal of Business Research, Elsevier, vol. 122(C), pages 670-684.
    80. Ulrich Kaiser, 2001. "The Impact of Foreign Competition and New Technologies on the Demand for Heterogeneous Labor," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 19(1), pages 109-120, August.
    81. Samaniego, Roberto M., 2006. "Organizational capital, technology adoption and the productivity slowdown," Journal of Monetary Economics, Elsevier, vol. 53(7), pages 1555-1569, October.
    82. Vahagn Jerbashian, 2019. "Automation and Job Polarization: On the Decline of Middling Occupations in Europe," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 81(5), pages 1095-1116, October.
    83. Alan Manning, 2004. "We Can Work It Out: the Impact of Technological Change on the Demand for Low Skill Workers," CEP Discussion Papers dp0640, Centre for Economic Performance, LSE.
    84. Maarten Goos, 2018. "The impact of technological progress on labour markets: policy challenges," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 34(3), pages 362-375.
    85. Martial Dupaigne & Patrick Feve, 2009. "Technology shocks around the world," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 12(4), pages 592-607, October.
    86. Luc Behaghel & Julie Moschion, 2016. "IT-Based Technical Change and Job Instability," Scandinavian Journal of Economics, Wiley Blackwell, vol. 118(1), pages 79-104, January.
    87. Mehmet Ugur & Sefa Awaworyi Churchill & Edna Solomon, 2018. "Technological Innovation And Employment In Derived Labour Demand Models: A Hierarchical Meta†Regression Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 32(1), pages 50-82, February.
    88. Alan Manning, 2004. "We Can Work It Out: The Impact of Technological Change on the Demand for Low‐Skill Workers," Scottish Journal of Political Economy, Scottish Economic Society, vol. 51(5), pages 581-608, November.
    89. Balsmeier, Benjamin & Woerter, Martin, 2019. "Is this time different? How digitalization influences job creation and destruction," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    90. Luc Behaghel & Julie Moschion, 2016. "IT-Based Technical Change and Job Instability," PSE - Labex "OSE-Ouvrir la Science Economique" halshs-01245537, HAL.
    91. Mariacristina Piva & Marco Vivarelli, 2004. "Technological change and employment: some micro evidence from Italy," Applied Economics Letters, Taylor & Francis Journals, vol. 11(6), pages 373-376.
    92. Martin Hoskins, "undated". "The Effects of Sectoral and Technological Changes on the Skill Composition of Employment in the United Kingdom 1951-91," Discussion Papers in Public Sector Economics 00/2, Division of Economics, School of Business, University of Leicester.
    93. Arntz, Melanie & Gregory, Terry & Zierahn, Ulrich, 2017. "Revisiting the risk of automation," Economics Letters, Elsevier, vol. 159(C), pages 157-160.
    94. Hoskins, Martin, 2000. "The effects of sectoral and technological changes on the skill composition of employment in the United Kingdom 1951-91," Economics Letters, Elsevier, vol. 69(1), pages 101-107, October.
    95. Chun, Hyunbae & Kim, Jung-Wook & Lee, Jason, 2015. "How does information technology improve aggregate productivity? A new channel of productivity dispersion and reallocation," Research Policy, Elsevier, vol. 44(5), pages 999-1016.
    96. Joel Mokyr & Chris Vickers & Nicolas L. Ziebarth, 2015. "The History of Technological Anxiety and the Future of Economic Growth: Is This Time Different?," Journal of Economic Perspectives, American Economic Association, vol. 29(3), pages 31-50, Summer.
    97. Timothy C. Sargent, 2000. "Structural Unemployment and Technological Change in Canada, 1990-1999," Canadian Public Policy, University of Toronto Press, vol. 26(s1), pages 109-123, July.
    98. Tether, B S & Massini, S, 1998. "Employment Creation in Small Technological and Design Innovators in the U.K. during the 1980s," Small Business Economics, Springer, vol. 11(4), pages 353-370, December.
    99. Baldwin, Richard & Haaland, Jan I. & Venables, Anthony J., 2021. "Jobs and technology in general equilibrium: A three-elasticities approach," Discussion Paper Series in Economics 2/2021, Norwegian School of Economics, Department of Economics.
    100. John T. Addison & Douglas A. Fox & Christopher J. Ruhm, 2000. "Technology, Trade Sensitivity, and Labor Displacement," Southern Economic Journal, John Wiley & Sons, vol. 66(3), pages 682-699, January.
    101. Rafa Madariaga, 2018. "Factors driving sectoral and occupational employment changes during the Spanish boom (1995–2005)," Economic Systems Research, Taylor & Francis Journals, vol. 30(3), pages 400-421, July.
    102. Ljubica Nedelkoska & Glenda Quintini, 2018. "Automation, skills use and training," OECD Social, Employment and Migration Working Papers 202, OECD Publishing.
    103. Van Roy, Vincent & Vértesy, Dániel & Vivarelli, Marco, 2018. "Technology and employment: Mass unemployment or job creation? Empirical evidence from European patenting firms," Research Policy, Elsevier, vol. 47(9), pages 1762-1776.
    104. David H. Autor & Frank Levy & Richard J. Murnane, 2002. "Upstairs, Downstairs: Computers and Skills on Two Floors of a Large Bank," ILR Review, Cornell University, ILR School, vol. 55(3), pages 432-447, April.
    105. John T. Addison & Douglas A. Fox & Christopher J. Ruhm, 2000. "Technology, Trade Sensitivity, and Labor Displacement," Southern Economic Journal, John Wiley & Sons, vol. 66(3), pages 682-699, January.
    106. Jeff Borland & Michael Coelli, 2017. "Are Robots Taking Our Jobs?," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 50(4), pages 377-397, December.
    107. Mary O’Mahony & Michela Vecchi & Francesco Venturini, 2021. "Capital Heterogeneity and the Decline of the Labour Share," Economica, London School of Economics and Political Science, vol. 88(350), pages 271-296, April.
    108. Flavio Calvino & Maria Enrica Virgillito, 2018. "The Innovation†Employment Nexus: A Critical Survey Of Theory And Empirics," Journal of Economic Surveys, Wiley Blackwell, vol. 32(1), pages 83-117, February.
    109. Ugur, Mehmet & Mitra, Arup, 2017. "Technology Adoption and Employment in Less Developed Countries: A Mixed-Method Systematic Review," World Development, Elsevier, vol. 96(C), pages 1-18.
    110. Vernon W. Ruttan, 1959. "Usher and Schumpeter on Invention, Innovation, and Technological Change," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 73(4), pages 596-606.
    111. Hector Sala & Pedro Trivín, 2018. "The effects of globalization and technology on the elasticity of substitution," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 154(3), pages 617-647, August.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hötte, Kerstin, 2023. "Demand-pull, technology-push, and the direction of technological change," Research Policy, Elsevier, vol. 52(5).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jasmine Mondolo, 2022. "The composite link between technological change and employment: A survey of the literature," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 1027-1068, September.
    2. Caselli, Mauro & Fracasso, Andrea & Scicchitano, Sergio & Traverso, Silvio & Tundis, Enrico, 2021. "Stop worrying and love the robot: An activity-based approach to assess the impact of robotization on employment dynamics," GLO Discussion Paper Series 802, Global Labor Organization (GLO).
    3. Hang, Leiming & Lu, Wei & Ge, Xiaowei & Ye, Bin & Zhao, Zhiqi & Cheng, Fangfang, 2024. "R&D innovation, industrial evolution and the labor skill structure in China manufacturing," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
    4. Filippi, Emilia & Bannò, Mariasole & Trento, Sandro, 2023. "Automation technologies and their impact on employment: A review, synthesis and future research agenda," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
    5. Damioli, G. & Van Roy, V. & Vertesy, D. & Vivarelli, M., 2021. "May AI revolution be labour-friendly? Some micro evidence from the supply side," GLO Discussion Paper Series 823, Global Labor Organization (GLO).
    6. Dario Guarascio & Alessandro Piccirillo & Jelena Reljic, 2024. "Will robot replace workers? Assessing the impact of robots on employment and wages with meta-analysis," LEM Papers Series 2024/03, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    7. Van Roy, Vincent & Vértesy, Dániel & Vivarelli, Marco, 2018. "Technology and employment: Mass unemployment or job creation? Empirical evidence from European patenting firms," Research Policy, Elsevier, vol. 47(9), pages 1762-1776.
    8. Damioli, Giacomo & Van Roy, Vincent & Vertesy, Daniel & Vivarelli, Marco, 2021. "Will the AI revolution be labour-friendly? Some micro evidence from the supply side," MERIT Working Papers 2021-016, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    9. Cirillo, Valeria & Evangelista, Rinaldo & Guarascio, Dario & Sostero, Matteo, 2021. "Digitalization, routineness and employment: An exploration on Italian task-based data," Research Policy, Elsevier, vol. 50(7).
    10. Giacomo Damioli & Vincent Van Roy & Daniel Vertesy & Marco Vivarelli, 2021. "Detecting the labour-friendly nature of AI product innovation," DISCE - Quaderni del Dipartimento di Politica Economica dipe0017, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    11. Montobbio, Fabio & Staccioli, Jacopo & Virgillito, Maria Enrica & Vivarelli, Marco, 2022. "Robots and the origin of their labour-saving impact," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    12. 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).
    13. 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.
    14. Rajeev K. Goel & Michael A. Nelson, 2022. "Employment effects of R&D and process innovation: evidence from small and medium-sized firms in emerging markets," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 12(1), pages 97-123, March.
    15. 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.
    16. Fabio Montobbio & Jacopo Staccioli & Maria Enrica Virgillito & Marco Vivarelli, 2022. "The empirics of technology, employment and occupations: lessons learned and challenges ahead," DISCE - Quaderni del Dipartimento di Politica Economica dipe0028, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    17. M. Battisti & M. Del Gatto & A. F. Gravina & C. F. Parmeter, 2021. "Robots versus labor skills: a complementarity/substitutability analysis," Working Paper CRENoS 202104, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    18. 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.
    19. Kerstin Hötte & Angelos Theodorakopoulos & Pantelis Koutroumpis, 2024. "Automation and taxation," Oxford Economic Papers, Oxford University Press, vol. 76(4), pages 945-969.
      • Kerstin Hotte & Angelos Theodorakopoulos & Pantelis Koutroumpis, 2021. "Automation and Taxation," Papers 2103.04111, arXiv.org, revised Apr 2022.
    20. Gabriele Pellegrino & Mariacristina Piva & Marco Vivarelli, 2019. "Beyond R&D: the role of embodied technological change in affecting employment," Journal of Evolutionary Economics, Springer, vol. 29(4), pages 1151-1171, September.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:arx:papers:2204.01296. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.