IDEAS home Printed from https://ideas.repec.org/a/spr/jopoec/v38y2025i3d10.1007_s00148-025-01109-z.html
   My bibliography  Save this article

Robotization, internal migration and rural decline

Author

Listed:
  • Karim Bekhtiar

    (Institute for Advanced Studies (IHS))

Abstract

This paper is the first to analyze the effects of robotization on internal migration flows and rural decline, which is an important driving force of societal and political polarization in many developed economies. Using detailed migration flow data from Austria, I show that robotization has caused significant declines in manufacturing employment, to which populations reacted by increasingly migrating out of affected regions. Since rural regions rely much more than cities on manufacturing employment, these migratory responses largely consist of rural-to-urban flows. Overall, increases in robotization explain roughly one-fourth of rural-to-urban net migration between 2003 and 2016, which is primarily driven by young and medium/low-skilled individuals. Technology-driven labor demand shocks, thus, make an important contribution to rural decline, deepening the cleavage between advantaged and disadvantaged regions.

Suggested Citation

  • Karim Bekhtiar, 2025. "Robotization, internal migration and rural decline," Journal of Population Economics, Springer;European Society for Population Economics, vol. 38(3), pages 1-31, September.
  • Handle: RePEc:spr:jopoec:v:38:y:2025:i:3:d:10.1007_s00148-025-01109-z
    DOI: 10.1007/s00148-025-01109-z
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s00148-025-01109-z
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s00148-025-01109-z?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Paolo Veneri & Vicente Ruiz, 2016. "Urban-To-Rural Population Growth Linkages: Evidence From Oecd Tl3 Regions," Journal of Regional Science, Wiley Blackwell, vol. 56(1), pages 3-24, January.
    2. David Autor & David Dorn & Gordon Hanson & Kaveh Majlesi, 2020. "Importing Political Polarization? The Electoral Consequences of Rising Trade Exposure," American Economic Review, American Economic Association, vol. 110(10), pages 3139-3183, October.
    3. Julia Jauer & Thomas Liebig & John P. Martin & Patrick A. Puhani, 2019. "Migration as an adjustment mechanism in the crisis? A comparison of Europe and the United States 2006–2016," Journal of Population Economics, Springer;European Society for Population Economics, vol. 32(1), pages 1-22, January.
    4. Kirill Borusyak & Peter Hull & Xavier Jaravel, 2022. "Quasi-Experimental Shift-Share Research Designs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(1), pages 181-213.
    5. Faber, Marius & Sarto, Andrés & Tabellini, Marco, 2021. "Local Shocks and Internal Migration: The Disparate Effects of Robots and Chinese Imports in the US," IZA Discussion Papers 14623, Institute of Labor Economics (IZA).
    6. Wolfgang Dauth & Sebastian Findeisen & Jens Suedekum & Nicole Woessner, 2021. "The Adjustment of Labor Markets to Robots [“Skills, Tasks and Technologies: Implications for Employment and Earnings]," Journal of the European Economic Association, European Economic Association, vol. 19(6), pages 3104-3153.
    7. Rodrigo Ad~ao & Michal Koles'ar & Eduardo Morales, 2018. "Shift-Share Designs: Theory and Inference," Papers 1806.07928, arXiv.org, revised Aug 2019.
    8. Wolfgang Dauth & Sebastian Findeisen & Jens Suedekum, 2014. "The Rise Of The East And The Far East: German Labor Markets And Trade Integration," Journal of the European Economic Association, European Economic Association, vol. 12(6), pages 1643-1675, December.
    9. Anders Boman, 2011. "Does migration pay? Earnings effects of geographic mobility following job displacement," Journal of Population Economics, Springer;European Society for Population Economics, vol. 24(4), pages 1369-1384, October.
    10. A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
    11. Alessandra Bonfiglioli & Rosario Crinò & Harald Fadinger & Gino Gancia, 2024. "Robot Imports and Firm-Level Outcomes," The Economic Journal, Royal Economic Society, vol. 134(664), pages 3428-3444.
    12. Xiaomeng Zhang & Theodore Palivos & Xiangbo Liu, 2022. "Aging and automation in economies with search frictions," Journal of Population Economics, Springer;European Society for Population Economics, vol. 35(2), pages 621-642, April.
    13. 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.
    14. Card, David, 2001. "Immigrant Inflows, Native Outflows, and the Local Labor Market Impacts of Higher Immigration," Journal of Labor Economics, University of Chicago Press, vol. 19(1), pages 22-64, January.
    15. Brian C. Cadena & Brian K. Kovak, 2016. "Immigrants Equilibrate Local Labor Markets: Evidence from the Great Recession," American Economic Journal: Applied Economics, American Economic Association, vol. 8(1), pages 257-290, January.
    16. Danny MacKinnon & Louise Kempton & Peter O’Brien & Emma Ormerod & Andy Pike & John Tomaney, 2022. "Reframing urban and regional ‘development’ for ‘left behind’ places [The shadow of the Pithead: understanding social and political attitudes in former coal mining communities in the UK]," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 15(1), pages 39-56.
    17. Thomas Dax & Michael Fischer, 2018. "An alternative policy approach to rural development in regions facing population decline," European Planning Studies, Taylor & Francis Journals, vol. 26(2), pages 297-315, February.
    18. Andrés Rodríguez-Pose & Javier Terrero-Davila & Neil Lee, 2023. "Left-Behind vs. Unequal Places: Interpersonal Inequality, Economic Decline, and the Rise of Populism in the US and Europe," LIS Working papers 859, LIS Cross-National Data Center in Luxembourg.
    19. Kirill Borusyak & Peter Hull & Xavier Jaravel, 2025. "A Practical Guide to Shift-Share Instruments," Journal of Economic Perspectives, American Economic Association, vol. 39(1), pages 181-204, Winter.
    20. Kenneth M. Johnson & Layton M. Field & Dudley L. Poston Jr., 2015. "More Deaths Than Births: Subnational Natural Decrease in Europe and the United States," Population and Development Review, The Population Council, Inc., vol. 41(4), pages 651-680, December.
    21. Dix-Carneiro, Rafael & Kovak, Brian K., 2019. "Margins of labor market adjustment to trade," Journal of International Economics, Elsevier, vol. 117(C), pages 125-142.
    22. Andrés Rodríguez-Pose & Javier Terrero-Dávila & Neil Lee, 2023. "Left-behind versus unequal places: interpersonal inequality, economic decline and the rise of populism in the USA and Europe," Journal of Economic Geography, Oxford University Press, vol. 23(5), pages 951-977.
    23. Paul Goldsmith-Pinkham & Isaac Sorkin & Henry Swift, 2020. "Bartik Instruments: What, When, Why, and How," American Economic Review, American Economic Association, vol. 110(8), pages 2586-2624, August.
    24. Andreas Beerli & Ronald Indergand & Johannes S. Kunz, 2023. "The supply of foreign talent: how skill-biased technology drives the location choice and skills of new immigrants," Journal of Population Economics, Springer;European Society for Population Economics, vol. 36(2), pages 681-718, April.
    25. Karim Bekhtiar & Benjamin Bittschi & Richard Sellner, 2024. "Robots at work? Pitfalls of industry‐level data," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(6), pages 1180-1189, September.
    26. Rodrigo Adão & Michal Kolesár & Eduardo Morales, 2019. "Shift-Share Designs: Theory and Inference," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(4), pages 1949-2010.
    27. Jonna Rickardsson, 2021. "The urban–rural divide in radical right populist support: the role of resident’s characteristics, urbanization trends and public service supply," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 67(1), pages 211-242, August.
    28. Lina Bjerke & Charlotta Mellander, 2017. "Moving home again? Never! The locational choices of graduates in Sweden," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 59(3), pages 707-729, November.
    29. Daron Acemoglu & Pascual Restrepo, 2022. "Demographics and Automation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(1), pages 1-44.
    30. Andrew Greenland & John Lopresti & Peter McHenry, 2019. "Import Competition and Internal Migration," The Review of Economics and Statistics, MIT Press, vol. 101(1), pages 44-59, March.
    31. Kristiina Huttunen & Jarle Møen & Kjell G. Salvanes, 2018. "Job Loss and Regional Mobility," Journal of Labor Economics, University of Chicago Press, vol. 36(2), pages 479-509.
    32. Giovanni Peri & Reem Zaiour, 2023. "Changes in international immigration and internal native mobility after COVID-19 in the USA," Journal of Population Economics, Springer;European Society for Population Economics, vol. 36(4), pages 2389-2428, October.
    33. Dylan S Connor & Aleksander K BergArizona & Tom Kemeny & Peter J Kedron, 2024. "Who gets left behind by left behind places?," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 17(1), pages 37-58.
    34. Matthew J. Notowidigdo, 2020. "The Incidence of Local Labor Demand Shocks," Journal of Labor Economics, University of Chicago Press, vol. 38(3), pages 687-725.
    35. Claudio Costanzo, 2025. "Robots, jobs, and optimal fertility timing," Journal of Population Economics, Springer;European Society for Population Economics, vol. 38(2), pages 1-33, June.
    36. Bound, John & Holzer, Harry J, 2000. "Demand Shifts, Population Adjustments, and Labor Market Outcomes during the 1980s," Journal of Labor Economics, University of Chicago Press, vol. 18(1), pages 20-54, January.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bekhtiar, Karim, 2024. "Robotization, Internal Migration and Rural Decline," VfS Annual Conference 2024 (Berlin): Upcoming Labor Market Challenges 302396, Verein für Socialpolitik / German Economic Association.
    2. Bekhtiar, Karim, 2025. "The decline of manufacturing employment and the rise of the far-right in Austria," Journal of Public Economics, Elsevier, vol. 242(C).
    3. David Autor & David Dorn & Gordon Hanson & Maggie R. Jones & Bradley Setzler, 2024. "Places versus People: The Ins and Outs of Labor Market Adjustment to Globalization," Working Papers 24-78, Center for Economic Studies, U.S. Census Bureau.
    4. Karim Bekhtiar, 2022. "Robotization, Internal Migration and Rural Depopulation in Austria," Economics working papers 2022-07, Department of Economics, Johannes Kepler University Linz, Austria.
    5. Sofía Fernández Guerrico, 2023. "Trade Shocks, Population Growth, and Migration," ULB Institutional Repository 2013/357236, ULB -- Universite Libre de Bruxelles.
    6. Andrea Foschi & Christopher House & Christian Proebsting & Linda Tesar, 2025. "Should I Stay or Should I Go? The Response of Labor Migration to Economic Shocks," NBER Working Papers 33755, National Bureau of Economic Research, Inc.
    7. Galle, Simon & Lorentzen, Linnea, 2024. "The unequal effects of trade and automation across local labor markets," Journal of International Economics, Elsevier, vol. 150(C).
    8. Mann, Katja & Pozzoli, Dario, 2024. "Robots and immigration," Journal of Economic Behavior & Organization, Elsevier, vol. 227(C).
    9. Miriam Fritzsche, 2024. "De-industrialization, local joblessness and the male-female employment gap," Berlin School of Economics Discussion Papers 0040, Berlin School of Economics.
    10. Furtado, Delia & Kong, Haiyang, 2024. "How do low-education immigrants adjust to Chinese import shocks? Evidence using English language proficiency," European Economic Review, Elsevier, vol. 163(C).
    11. Faber, Marius, 2020. "Robots and reshoring: Evidence from Mexican labor markets," Journal of International Economics, Elsevier, vol. 127(C).
    12. Sheida Teimouri & Joachim Zietz, 2025. "Housing prices and import competition," Empirical Economics, Springer, vol. 68(1), pages 253-280, January.
    13. César, Andrés & Falcone, Guillermo & Gasparini, Leonardo, 2021. "Costs and benefits of trade shocks: Evidence from Chilean local labor markets," Labour Economics, Elsevier, vol. 73(C).
    14. Mattia Filomena & Matteo Picchio & Alessia Lo Turco, 2024. "Trade exposure, immigrants and workplace injuries," Working Papers 488, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    15. David Autor & David Dorn & Gordon Hanson, 2021. "On the Persistence of the China Shock," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 52(2 (Fall)), pages 381-476.
    16. Karim Bekhtiar, 2023. "The decline of manufacturing employment and the rise of the far-right in Austria," Economics working papers 2023-09, Department of Economics, Johannes Kepler University Linz, Austria.
    17. Zhu, Ruini & Yuan, Ye & Wang, Yaojing, 2024. "Love, health, and robots: Automation, migration, and family responses in rural China," China Economic Review, Elsevier, vol. 85(C).
    18. Firsin, Oleg, 2023. "How does offshoring affect the wage impact of immigration?," Economic Modelling, Elsevier, vol. 121(C).
    19. Luo, Wei & Tang, Lixin & Yang, Yaxin & Zou, Xianqiang, 2025. "Robots as guardians: Industrial automation and workplace safety in China," Journal of Development Economics, Elsevier, vol. 172(C).
    20. Brey, Björn, 2024. "The effect of recent technological change on US immigration policy," Journal of Economic Behavior & Organization, Elsevier, vol. 227(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    JEL classification:

    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology
    • P25 - Political Economy and Comparative Economic Systems - - Socialist and Transition Economies - - - Urban, Rural, and Regional Economics
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:jopoec:v:38:y:2025:i:3:d:10.1007_s00148-025-01109-z. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.