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Robots, Employment and Wages: Evidence from Turkish Labor Markets

Author

Listed:
  • Ugur Aytun

    (Kutahya Dumlupinar University)

  • Yilmaz Kilicaslan

    (Anadolu University)

  • Oytun Mecik

    (Eskisehir Osmangazi University)

  • Umit Yapici

    (Kirsehir Ahi Evran University)

Abstract

In recent years, effects of automation on labor market were outpaced due to the widespread usage of robots in various industries. However, empirical studies mostly cover developed countries. Our aim in this study is to investigate how the robotization in Turkey affects local and worker level labor market outcomes in Turkey. Using novel employer-employee data and Federation of Robotics (IFR) database for 2014-2021 period, we find in our baseline specification that unlike the existing literature, robot exposure has positive effects on employment growth of districts. These effects hold for manufacturing and nonmanufacturing industries separately, arguing that instead of crowding out of labor, reallocation between main industries -especially for younger aged workers- occurs. Moreover, we see this positive employment effect due to the robotization in automotive industry. Finally, worker level analysis reveals that incumbent workers in manufacturing industry have reduced their employment when they face robot exposure. Moreover, they were likely to separate their original workplace and occupation and unlikely to find another job in nonmanufacturing industry. However, if they manage to find a job, their earnings are found to be significantly higher than their initial job.

Suggested Citation

  • Ugur Aytun & Yilmaz Kilicaslan & Oytun Mecik & Umit Yapici, 2023. "Robots, Employment and Wages: Evidence from Turkish Labor Markets," Working Papers 1696, Economic Research Forum, revised 20 Dec 2023.
  • Handle: RePEc:erg:wpaper:1696
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    References listed on IDEAS

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    1. Philippe Aghion & Céline Antonin & Simon Bunel & Xavier Jaravel, 2020. "What Are the Labor and Product Market Effects of Automation? New Evidence from France," Sciences Po Economics Publications (main) hal-03403062, HAL.
    2. Georgios Petropoulos & David Pichler & Francesco Chiacchio, 2018. "The impact of industrial robots on EU employment and wages- A local labour market approach," Bruegel Working Papers 25186, Bruegel.
    3. Giuntella, Osea & Wang, Tianyi, 2019. "Is an Army of Robots Marching on Chinese Jobs?," IZA Discussion Papers 12281, IZA Network @ LISER.
    4. Emil Mihaylov & Kea Tijdens, 2019. "Measuring the Routine and Non-Routine Task Content of 427 Four-Digit ISCO-08 Occupations," Tinbergen Institute Discussion Papers 19-035/IV, Tinbergen Institute.
    5. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The Skill Content of Recent Technological Change: An Empirical Exploration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1279-1333.
    6. Hong Cheng & Ruixue Jia & Dandan Li & Hongbin Li, 2019. "The Rise of Robots in China," Journal of Economic Perspectives, American Economic Association, vol. 33(2), pages 71-88, Spring.
    7. Faber, Marius, 2020. "Robots and reshoring: Evidence from Mexican labor markets," Journal of International Economics, Elsevier, vol. 127(C).
    8. Davide Dottori, 2021. "Robots and employment: evidence from Italy," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 38(2), pages 739-795, July.
    9. Dixit, Avinash K & Stiglitz, Joseph E, 1977. "Monopolistic Competition and Optimum Product Diversity," American Economic Review, American Economic Association, vol. 67(3), pages 297-308, June.
    10. Wolfgang Dauth & Sebastian Findeisen & Jens Suedekum & Nicole Woessner, 2018. "Adjusting to Robots: Worker-Level Evidence," Opportunity and Inclusive Growth Institute Working Papers 13, Federal Reserve Bank of Minneapolis.
    11. 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.
    12. James Bessen, 2019. "Automation and jobs: when technology boosts employment," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 34(100), pages 589-626.
    13. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    14. repec:spo:wpmain:info:hdl:2441/170cd4sul89ddpnfuomvfm0jc0 is not listed on IDEAS
    15. 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.
    16. Acemoglu, Daron & Autor, David, 2011. "Skills, Tasks and Technologies: Implications for Employment and Earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 12, pages 1043-1171, Elsevier.
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