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Labor supply and automation innovation: Evidence from an allocation policy

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  • Danzer, Alexander M.
  • Feuerbaum, Carsten
  • Gaessler, Fabian

Abstract

Despite a longstanding interest in the potential substitution of labor and capital, limited empirical evidence exists regarding the causal relationship between labor supply and the development of labor-saving technologies. This study examines the impact of exogenous changes in regional labor supply on automation innovation by leveraging a German immigrant allocation policy during the 1990s and 2000s. The findings reveal that an increase in the low-skilled workforce reduces automation innovation, as measured by patents. This reduction is most pronounced for large firms within the manufacturing sector and primarily concerns process-related automation innovations. This suggests that the effect is channeled through changes in internal demand for automation innovation. Consistent with a labor scarcity mechanism, the effect is confined to tight labor markets.

Suggested Citation

  • Danzer, Alexander M. & Feuerbaum, Carsten & Gaessler, Fabian, 2024. "Labor supply and automation innovation: Evidence from an allocation policy," Journal of Public Economics, Elsevier, vol. 235(C).
    • Handle: RePEc:eee:pubeco:v:235:y:2024:i:c:s0047272724000720
    DOI: 10.1016/j.jpubeco.2024.105136
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    as
    1. Shmuel San, 2023. "Labor Supply and Directed Technical Change: Evidence from the Termination of the Bracero Program in 1964," American Economic Journal: Applied Economics, American Economic Association, vol. 15(1), pages 136-163, January.
    2. Joseph Zeira, 1998. "Workers, Machines, and Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1091-1117.
    3. George J. Borjas, 2021. "The Economic Benefits from Immigration," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 13, pages 411-430, World Scientific Publishing Co. Pte. Ltd..
    4. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    5. David Card, 1990. "The Impact of the Mariel Boatlift on the Miami Labor Market," ILR Review, Cornell University, ILR School, vol. 43(2), pages 245-257, January.
    6. Gartner, Hermann & Merkl, Christian & Rothe, Thomas, 2012. "Sclerosis and large volatilities: Two sides of the same coin," Economics Letters, Elsevier, vol. 117(1), pages 106-109.
    7. Philippe Aghion & Antoine Dechezleprêtre & David Hémous & Ralf Martin & John Van Reenen, 2016. "Carbon Taxes, Path Dependency, and Directed Technical Change: Evidence from the Auto Industry," Journal of Political Economy, University of Chicago Press, vol. 124(1), pages 1-51.
    8. Sari Pekkala Kerr & William R. Kerr & William F. Lincoln, 2015. "Skilled Immigration and the Employment Structures of US Firms," Journal of Labor Economics, University of Chicago Press, vol. 33(S1), pages 147-186.
    9. Giovanni Peri & Chad Sparber, 2016. "Task Specialization, Immigration, and Wages," World Scientific Book Chapters,in: The Economics of International Migration, chapter 3, pages 81-115 World Scientific Publishing Co. Pte. Ltd..
    10. Joan Monras, 2021. "Local Adjustment to Immigrant-Driven Labor Supply Shocks," Journal of Human Capital, University of Chicago Press, vol. 15(1), pages 204-235.
    11. Jennifer Hunt & Marjolaine Gauthier-Loiselle, 2010. "How Much Does Immigration Boost Innovation?," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(2), pages 31-56, April.
    12. Christian Dustmann & Uta Schönberg & Jan Stuhler, 2017. "Labor Supply Shocks, Native Wages, and the Adjustment of Local Employment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(1), pages 435-483.
    13. Francesco D’Amuri & Gianmarco I.P. Ottaviano & Giovanni Peri, 2021. "The labor market impact of immigration in Western Germany in the 1990s," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 8, pages 223-243, World Scientific Publishing Co. Pte. Ltd..
    14. Stiglitz, Joseph E., 2015. "Leaders and followers: Perspectives on the Nordic model and the economics of innovation," Journal of Public Economics, Elsevier, vol. 127(C), pages 3-16.
    15. David Hémous & Morten Olsen, 2022. "The Rise of the Machines: Automation, Horizontal Innovation, and Income Inequality," American Economic Journal: Macroeconomics, American Economic Association, vol. 14(1), pages 179-223, January.
    16. 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.
    17. Raphael Calel & Antoine Dechezleprêtre, 2016. "Environmental Policy and Directed Technological Change: Evidence from the European Carbon Market," The Review of Economics and Statistics, MIT Press, vol. 98(1), pages 173-191, March.
    18. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    19. Alexander M. Danzer & Carsten Feuerbaum & Marc Piopiunik & Ludger Woessmann, 2022. "Growing up in ethnic enclaves: language proficiency and educational attainment of immigrant children," Journal of Population Economics, Springer;European Society for Population Economics, vol. 35(3), pages 1297-1344, July.
    20. Haufler, Andreas & Norbäck, Pehr-Johan & Persson, Lars, 2014. "Entrepreneurial innovations and taxation," Journal of Public Economics, Elsevier, vol. 113(C), pages 13-31.
    21. Daron Acemoglu & Pascual Restrepo, 2022. "Demographics and Automation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(1), pages 1-44.
    22. Zvi Eckstein & Yoram Weiss, 2004. "On The Wage Growth of Immigrants: Israel, 1990-2000," Journal of the European Economic Association, MIT Press, vol. 2(4), pages 665-695, June.
    23. Kiley, Michael T, 1999. "The Supply of Skilled Labour and Skill-Biased Technological Progress," Economic Journal, Royal Economic Society, vol. 109(458), pages 708-724, October.
    24. 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).
    25. Katja Mann & Lukas Püttmann, 2023. "Benign Effects of Automation: New Evidence from Patent Texts," The Review of Economics and Statistics, MIT Press, vol. 105(3), pages 562-579, May.
    26. Marianne Bertrand & Erzo F. P. Luttmer & Sendhil Mullainathan, 2000. "Network Effects and Welfare Cultures," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(3), pages 1019-1055.
    27. Daron Acemoglu, 2010. "When Does Labor Scarcity Encourage Innovation?," Journal of Political Economy, University of Chicago Press, vol. 118(6), pages 1037-1078.
    28. John P. WALSH & NAGAOKA Sadao, 2009. "Who Invents?: Evidence from the Japan-U.S. inventor survey," Discussion papers 09034, Research Institute of Economy, Trade and Industry (RIETI).
    29. Koller, Barbara, 1993. "Aussiedler nach dem Deutschkurs : welche Gruppen kommen rasch in Arbeit?," Mitteilungen aus der Arbeitsmarkt- und Berufsforschung, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 26(2), pages 207-221.
    30. Anna Piil Damm, 2009. "Ethnic Enclaves and Immigrant Labor Market Outcomes: Quasi-Experimental Evidence," Journal of Labor Economics, University of Chicago Press, vol. 27(2), pages 281-314, April.
    31. Zvi Griliches, 1998. "Patent Statistics as Economic Indicators: A Survey," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 287-343, National Bureau of Economic Research, Inc.
    32. Christian Dustmann & Bernd Fitzenberger & Uta Sch?nberg & Alexandra Spitz-Oener, 2014. "From Sick Man of Europe to Economic Superstar: Germany's Resurgent Economy," Journal of Economic Perspectives, American Economic Association, vol. 28(1), pages 167-188, Winter.
    33. Leah Platt Boustan & Price V. Fishback & Shawn Kantor, 2010. "The Effect of Internal Migration on Local Labor Markets:American Cities during the Great Depression," Journal of Labor Economics, University of Chicago Press, vol. 28(4), pages 719-746, October.
    34. Olivier J. Blanchard & Lawrence H. Summers, 1986. "Hysteresis and the European Unemployment Problem," NBER Chapters, in: NBER Macroeconomics Annual 1986, Volume 1, pages 15-90, National Bureau of Economic Research, Inc.
    35. Ganglmair, Bernhard & Reimers, Imke, 2019. "Visibility of technology and cumulative innovation: Evidence from trade secrets laws," ZEW Discussion Papers 19-035, ZEW - Leibniz Centre for European Economic Research.
    36. Bronwyn Hall & Christian Helmers & Mark Rogers & Vania Sena, 2014. "The Choice between Formal and Informal Intellectual Property: A Review," Journal of Economic Literature, American Economic Association, vol. 52(2), pages 375-423, June.
    37. Alexander M. Danzer & Barbara Dietz, 2014. "Labour Migration from Eastern Europe and the EU's Quest for Talents," Journal of Common Market Studies, Wiley Blackwell, vol. 52(2), pages 183-199, March.
    38. Daron Acemoglu, 2007. "Equilibrium Bias of Technology," Econometrica, Econometric Society, vol. 75(5), pages 1371-1409, September.
    39. Piopiunik, Marc & Ruhose, Jens, 2017. "Immigration, regional conditions, and crime: Evidence from an allocation policy in Germany," European Economic Review, Elsevier, vol. 92(C), pages 258-282.
    40. Facchini, Giovanni & Steinhardt, Max Friedrich, 2011. "What drives U.S. immigration policy? Evidence from congressional roll call votes," Journal of Public Economics, Elsevier, vol. 95(7), pages 734-743.
    41. Christian Dustmann & Albrecht Glitz & Tommaso Frattini, 2008. "The labour market impact of immigration," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 24(3), pages 478-495, Autumn.
    42. Bauer, Thomas & Zimmermann, Klaus F., 1997. "Unemployment and wages of ethnic Germans," The Quarterly Review of Economics and Finance, Elsevier, vol. 37(Supplemen), pages 361-377.
    43. Erik Hornung, 2014. "Immigration and the Diffusion of Technology: The Huguenot Diaspora in Prussia," American Economic Review, American Economic Association, vol. 104(1), pages 84-122, January.
    44. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    45. George J. Borjas, 1994. "The Economics of Immigration," Journal of Economic Literature, American Economic Association, vol. 32(4), pages 1667-1717, December.
    46. Michael A. Clemens & Ethan G. Lewis & Hannah M. Postel, 2018. "Immigration Restrictions as Active Labor Market Policy: Evidence from the Mexican Bracero Exclusion," American Economic Review, American Economic Association, vol. 108(6), pages 1468-1487, June.
    47. Giovanni Peri & Chad Sparber, 2016. "Task Specialization, Immigration, and Wages," World Scientific Book Chapters, in: The Economics of International Migration, chapter 3, pages 81-115, World Scientific Publishing Co. Pte. Ltd..
    48. Daron Acemoglu, 2002. "Directed Technical Change," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 69(4), pages 781-809.
    49. W. Walker Hanlon, 2015. "Necessity Is the Mother of Invention: Input Supplies and Directed Technical Change," Econometrica, Econometric Society, vol. 83, pages 67-100, January.
    50. Albrecht Glitz, 2012. "The Labor Market Impact of Immigration: A Quasi-Experiment Exploiting Immigrant Location Rules in Germany," Journal of Labor Economics, University of Chicago Press, vol. 30(1), pages 175-213.
    51. Jörn-Steffen Pischke & Johannes Velling, 1997. "Employment Effects Of Immigration To Germany: An Analysis Based On Local Labor Markets," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 594-604, November.
    52. Danzer, Alexander M. & Yaman, Firat, 2016. "Ethnic concentration and language fluency of immigrants: Evidence from the guest-worker placement in Germany," Journal of Economic Behavior & Organization, Elsevier, vol. 131(PA), pages 151-165.
    53. Zimmermann Klaus F., 2000. "Aussiedler seit 1989 - Bilanz und Perspektiven," Jahrbuch für Wirtschaftsgeschichte / Economic History Yearbook, De Gruyter, vol. 41(1), pages 225-238, June.
    54. Blanchard, Olivier J. & Summers, Lawrence H., 1987. "Hysteresis in unemployment," European Economic Review, Elsevier, vol. 31(1-2), pages 288-295.
    55. Griffith, Rachel & Miller, Helen & O'Connell, Martin, 2014. "Ownership of intellectual property and corporate taxation," Journal of Public Economics, Elsevier, vol. 112(C), pages 12-23.
    56. Christian Dustmann & Albrecht Glitz, 2015. "How Do Industries and Firms Respond to Changes in Local Labor Supply?," Journal of Labor Economics, University of Chicago Press, vol. 33(3), pages 711-750.
    57. Comanor, William S & Scherer, Frederic M, 1969. "Patent Statistics as a Measure of Technical Change," Journal of Political Economy, University of Chicago Press, vol. 77(3), pages 392-398, May/June.
    58. Hanson, Gordon H. & Slaughter, Matthew J., 2002. "Labor-market adjustment in open economies: Evidence from US states," Journal of International Economics, Elsevier, vol. 57(1), pages 3-29, June.
    59. Harhoff, Dietmar & Scherer, Frederic M. & Vopel, Katrin, 2003. "Citations, family size, opposition and the value of patent rights," Research Policy, Elsevier, vol. 32(8), pages 1343-1363, September.
    60. Anthony Edo, 2019. "The Impact Of Immigration On The Labor Market," Journal of Economic Surveys, Wiley Blackwell, vol. 33(3), pages 922-948, July.
    61. Widmann, Rainer, 2023. "Immigrant inventors and local income taxes: Evidence from Swiss municipalities," Journal of Public Economics, Elsevier, vol. 219(C).
    62. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    63. Albrecht Glitz, 2006. "The Labour Market Impact of Immigration: Quasi-Experimental Evidence," RF Berlin - CReAM Discussion Paper Series 0612, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    64. Christian Dustmann & Uta Schönberg & Jan Stuhler, 2016. "The Impact of Immigration: Why Do Studies Reach Such Different Results?," Journal of Economic Perspectives, American Economic Association, vol. 30(4), pages 31-56, Fall.
    65. Ethan Lewis, 2011. "Immigration, Skill Mix, and Capital Skill Complementarity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(2), pages 1029-1069.
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    More about this item

    Keywords

    Automation; Labor supply; Innovation; Patents; Germany;
    All these keywords.

    JEL classification:

    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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