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Mobility Restrictions and Automation in the Developing World: Evidence from Peru's Labor Market

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  • Benitez-Rueda, Miguel
  • Domínguez, Nicolás
  • Parrado, Eric

Abstract

Mobility restrictions have the potential to accelerate automation. Using difference-in-differences and triple-differences empirical strategies, and leveraging cross-industry variation in mobility restrictions and within-industry variations in automation risk, this paper estimates the impact of pandemic-related restrictions on automation in Peru. Our results indicate that mobility restrictions significantly decreased employment rates (22.5%) and hourly wages (74.1%) for workers in highly automatable jobs up to 18 months after the shock. These effects were particularly pronounced among women, small and medium-sized firms, informal workers, and individuals with low and medium skill levels working in manufacturing, construction, and services. Evidence suggests that occupational mobility from high-risk to low-risk jobs drove recovery afterwards.

Suggested Citation

  • Benitez-Rueda, Miguel & Domínguez, Nicolás & Parrado, Eric, 2023. "Mobility Restrictions and Automation in the Developing World: Evidence from Peru's Labor Market," IDB Publications (Working Papers) 12823, Inter-American Development Bank.
  • Handle: RePEc:idb:brikps:12823
    DOI: http://dx.doi.org/10.18235/0004864
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    References listed on IDEAS

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    1. Andrew D. Foster & Mark R. Rosenzweig, 2010. "Microeconomics of Technology Adoption," Annual Review of Economics, Annual Reviews, vol. 2(1), pages 395-424, September.
    2. Alessandra Casarico & Salvatore Lattanzio, 2022. "The heterogeneous effects of COVID-19 on labor market flows: evidence from administrative data," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 20(3), pages 537-558, September.
    3. 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.
    4. Maarten Goos & Alan Manning, 2007. "Lousy and Lovely Jobs: The Rising Polarization of Work in Britain," The Review of Economics and Statistics, MIT Press, vol. 89(1), pages 118-133, February.
    5. 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.
    6. David H. Autor & Michael J. Handel, 2013. "Putting Tasks to the Test: Human Capital, Job Tasks, and Wages," Journal of Labor Economics, University of Chicago Press, vol. 31(S1), pages 59-96.
    7. 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).
    8. Christenko, Aleksandr, 2022. "Automation and occupational mobility: A task and knowledge-based approach," Technology in Society, Elsevier, vol. 70(C).
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    Automation; Mobility Restrictions; Labor markets; Occupationalmobility; jobs;
    All these keywords.

    JEL classification:

    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • J46 - Labor and Demographic Economics - - Particular Labor Markets - - - Informal Labor Market
    • J62 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Job, Occupational and Intergenerational Mobility; Promotion
    • 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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