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Identifying Factors Reinforcing Robotization: Interactive Forces of Employment, Working Hour and Wage

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  • Joonmo Cho

    (Department of Economics, Sungkyunkwan University, 25-2, Sungkyunkwan-ro, Jongno-gu, Seoul 03063, Korea)

  • Jinha Kim

    (HRD Center, Sungkyunkwan University, 25-2, Sungkyunkwan-ro, Jongno-gu, Seoul 03063, Korea)

Abstract

Unlike previous studies on robotization approaching the future based on the cutting-edge technologies and adopting a framework where robotization is considered as an exogenous variable, this study considers that robotization occurs endogenously and uses it as a dependent variable for an objective examination of the effect of robotization on the labor market. To this end, a robotization indicator is created based on the actual number of industrial robots currently deployed in workplaces, and a multiple regression analysis is performed using the robotization indicator and labor variables such as employment, working hours, and wage. The results using the multiple regression considering the triangular relationship of employment–working-hours–wages show that job destruction due to robotization is not too remarkable yet that use. Our results show the complementary relation between employment and robotization, but the substituting relation between working hour and robotization. The results also demonstrate the effects of union, the size of the company and the proportion of production workers and simple labor workers etc. These findings indicate that the degree of robotization may vary with many factors of the labor market. Limitations of this study and implications for future research are also discussed.

Suggested Citation

  • Joonmo Cho & Jinha Kim, 2018. "Identifying Factors Reinforcing Robotization: Interactive Forces of Employment, Working Hour and Wage," Sustainability, MDPI, vol. 10(2), pages 1-21, February.
  • Handle: RePEc:gam:jsusta:v:10:y:2018:i:2:p:490-:d:131554
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    1. Christopher A. Pissarides, 2000. "Equilibrium Unemployment Theory, 2nd Edition," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262161877, April.
    2. Melanie Arntz & Terry Gregory & Ulrich Zierahn, 2016. "The Risk of Automation for Jobs in OECD Countries: A Comparative Analysis," OECD Social, Employment and Migration Working Papers 189, OECD Publishing.
    3. Gray, Rowena, 2013. "Taking technology to task: The skill content of technological change in early twentieth century United States," Explorations in Economic History, Elsevier, vol. 50(3), pages 351-367.
    4. Robert M. Solow, 1986. "Insiders and Outsiders in Wage Determination," Palgrave Macmillan Books, in: Lars Calmfors & Henrik Horn (ed.), Trade Unions, Wage Formation and Macroeconomic Stability, pages 269-286, Palgrave Macmillan.
    5. Francesco Devicienti & Paolo Naticchioni & Andrea Ricci, 2018. "Temporary Employment, Demand Volatility, and Unions: Firm-Level Evidence," ILR Review, Cornell University, ILR School, vol. 71(1), pages 174-207, January.
    6. Daron Acemoglu, 2003. "Labor- And Capital-Augmenting Technical Change," Journal of the European Economic Association, MIT Press, vol. 1(1), pages 1-37, March.
    7. Ingo Geishecker & Holger Görg, 2008. "Winners and losers: a micro‐level analysis of international outsourcing and wages," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 41(1), pages 243-270, February.
    8. Kwangho Woo & Joonmo Cho, 2016. "Transferring the Cost of Wage Rigidity to Subcontracting Firms: The Case of Korea," Sustainability, MDPI, vol. 8(9), pages 1-15, August.
    9. Claudia Goldin & Lawrence F. Katz, 1998. "The Origins of Technology-Skill Complementarity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(3), pages 693-732.
    10. Mariacristina Piva & Marco Vivarelli, 2009. "The role of skills as a major driver of corporate R&D," International Journal of Manpower, Emerald Group Publishing Limited, vol. 30(8), pages 835-852, November.
    11. Samuel Bentolila & Juan J. Dolado, 1994. "Labour Flexibility and Wages: Lessons from Spain," Working Papers wp1994_9406, CEMFI.
    12. Daron Acemoglu & Pascual Restrepo, 2016. "The Race Between Machine and Man: Implications of Technology for Growth, Factor Shares and Employment," NBER Working Papers 22252, National Bureau of Economic Research, Inc.
    13. 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.
    14. 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.
    15. 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.
    16. Maarten Goos & Alan Manning & Anna Salomons, 2014. "Explaining Job Polarization: Routine-Biased Technological Change and Offshoring," American Economic Review, American Economic Association, vol. 104(8), pages 2509-2526, August.
    17. Daniel S. Hamermesh, 1993. "Labor Demand and the Source of Adjustment Costs," NBER Working Papers 4394, National Bureau of Economic Research, Inc.
    18. Lindbeck, Assar & Snower, Dennis J, 1986. "Wage Setting, Unemployment, and Insider-Outsider Relations," American Economic Review, American Economic Association, vol. 76(2), pages 235-239, May.
    19. 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.
    20. 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.
    21. Joonmo Cho & Jaeseong Lee, 2015. "Persistence of the Gender Gap and Low Employment of Female Workers in a Stratified Labor Market: Evidence from South Korea," Sustainability, MDPI, vol. 7(9), pages 1-27, September.
    22. Joonmo CHO & Jaeho KEUM, 2004. "Job instability in the Korean labour market: Estimating the effects of the 1997 financial crisis," International Labour Review, International Labour Organization, vol. 143(4), pages 373-392, December.
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    3. 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.
    4. Lenka Pisková & Marian Dobranschi & Pavel Semerád & Milena Otavová, 2024. "Impact of Robot Installations on Employment and Labour Productivity in Automotive Industry," Central European Business Review, Prague University of Economics and Business, vol. 2024(2), pages 53-68.
    5. 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).
    6. Almer Villajos & Cristina García-Ael & Gabriela Topa, 2019. "Job Crafting among Labor Union Representatives: Its Impact on Work Engagement and Job Satisfaction," Social Sciences, MDPI, vol. 8(1), pages 1-11, January.
    7. Chi Gong & Xianghui Yang & Hongru Tan & Xiaoye Lu, 2023. "Industrial Robots, Economic Growth, and Sustainable Development in an Aging Society," Sustainability, MDPI, vol. 15(5), pages 1-12, March.

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