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Robots and Unions: The Moderating Effect of Organised Labour on Technological Unemployment

Author

Listed:
  • Henri Haapanala;
  • Ive Marx;
  • Zachary Parolin;

Abstract

We analyse the moderating effect of trade unions on industrial employment and unemployment in countries facing exposure to industrial robots. Applying random effects within-between regression to a pseudo-panel of observations from 28 advanced democracies over 1998-2019, we find that stronger trade unions in a country are associated with a greater decline in the industry sector employment of young and low-educated workers. We also show that the unemployment rates for low-educated workers remain constant in strongly unionised countries with increasing exposure to robots, whereas in weakly unionised countries, low-educated unemployment declines with robot exposure but from a higher starting point. Our results point to unions exacerbating the insider-outsider effects of technological change within the industrial sector, which however is not fully passed on to unemployment.

Suggested Citation

  • Henri Haapanala; & Ive Marx; & Zachary Parolin;, 2021. "Robots and Unions: The Moderating Effect of Organised Labour on Technological Unemployment," Working Papers 2110, Herman Deleeck Centre for Social Policy, University of Antwerp.
  • Handle: RePEc:hdl:wpaper:2110
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    References listed on IDEAS

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    1. 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.
    2. Rueda, David, 2007. "Social Democracy Inside Out: Partisanship and Labor Market Policy in Advanced Industrialized Democracies," OUP Catalogue, Oxford University Press, number 9780199234059.
    3. Karl Ove Moene & Michael Wallerstein, 1995. "How Social Democracy Worked: Labor-Market Institutions," Politics & Society, , vol. 23(2), pages 185-211, June.
    4. David H. Autor, 2019. "Work of the Past, Work of the Future," AEA Papers and Proceedings, American Economic Association, vol. 109, pages 1-32, May.
    5. David H. Autor & David Dorn, 2013. "The Growth of Low-Skill Service Jobs and the Polarization of the US Labor Market," American Economic Review, American Economic Association, vol. 103(5), pages 1553-1597, August.
    6. 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.
    7. Dowrick, Steve & Spencer, Barbara J, 1994. "Union Attitudes to Labor-Saving Innovation: When Are Unions Luddites?," Journal of Labor Economics, University of Chicago Press, vol. 12(2), pages 316-344, April.
    8. 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.
    9. Daron Acemoglu, 2003. "Cross-Country Inequality Trends," Economic Journal, Royal Economic Society, vol. 113(485), pages 121-149, February.
    10. 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.
    11. repec:bin:bpeajo:v:49:y:2019:i:2018-01:p:1-87 is not listed on IDEAS
    12. 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.
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