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Spatial dependencies in the relationship between automation and migrant worker employment: Evidence from Chinese cities

Author

Listed:
  • Yan, Zhoufu
  • Zhu, Qihong
  • Leibrecht, Markus
  • Wu, Fangwei

Abstract

China is exceptional in the speed of automation and the extent of rural labor migration. We investigate the impact of industrial automation on rural migrant employment in China, with a focus on spatial spillover effects. We used city-level employment data from 2011 to 2018 and industrial robot adoption as a proxy for automation, and applied a Spatial Durbin Model. We find that automation significantly reduces local rural migrant employment while generating positive spillovers in neighboring cities. These effects vary by migrants’ skills, tasks, industries, migration types, age, and marital status. Mechanism analyses reveal that automation fosters high-tech enterprise clustering and skill upgrading, creating skill premiums and labor outflows. Simultaneously, automation strengthens industrial linkages and structural similarity across neighboring cities, facilitating positive spillovers. The findings inform inter-regional policies aimed at stabilizing rural migrant employment and well-being amid technological transformation.

Suggested Citation

  • Yan, Zhoufu & Zhu, Qihong & Leibrecht, Markus & Wu, Fangwei, 2026. "Spatial dependencies in the relationship between automation and migrant worker employment: Evidence from Chinese cities," Economic Modelling, Elsevier, vol. 155(C).
    • Handle: RePEc:eee:ecmode:v:155:y:2026:i:c:s0264999325004377
    DOI: 10.1016/j.econmod.2025.107442
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    JEL classification:

    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand

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