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We Were The Robots: Automation and Voting Behavior in Western Europe

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  • Massimo Anelli
  • Italo Colantone
  • Piero Stanig

Abstract

We investigate the impact of robot adoption on electoral outcomes in 14 Western European countries, between 1993 and 2016. We employ both official election results at the district level and individual-level voting data, combined with party ideology scores from the Manifesto Project. We measure exposure to automation both at the regional level, based on the ex-ante industry specialization of each region, and at the individual level, based on individual characteristics and pre-sample employment patterns in the region of residence. We instrument robot adoption in each country using the pace of robot adoption in other countries. Higher exposure to robot adoption is found to increase support for nationalist and radical right parties. Unveiling some potential transmission channels, higher robot exposure at the individual level leads to poorer perceived economic conditions andwell-being, lower satisfaction with the government and democracy, and a reduction in perceived political self-efficacy.

Suggested Citation

  • Massimo Anelli & Italo Colantone & Piero Stanig, 2019. "We Were The Robots: Automation and Voting Behavior in Western Europe," BAFFI CAREFIN Working Papers 19115, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
  • Handle: RePEc:baf:cbafwp:cbafwp19115
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    1. Daron Acemoglu & Pascual Restrepo, 2018. "The Race between Man and Machine: Implications of Technology for Growth, Factor Shares, and Employment," American Economic Review, American Economic Association, vol. 108(6), pages 1488-1542, June.
    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. Keman, Hans, 2011. "Third Ways and Social Democracy: The Right Way to Go?," British Journal of Political Science, Cambridge University Press, vol. 41(3), pages 671-680, July.
    4. Margalit, Yotam, 2013. "Explaining Social Policy Preferences: Evidence from the Great Recession," American Political Science Review, Cambridge University Press, vol. 107(1), pages 80-103, February.
    5. Yann Algan & Sergei Guriev & Elias Papaioannou & Evgenia Passari, 2017. "The European Trust Crisis and the Rise of Populism," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 48(2 (Fall)), pages 309-400.
    6. Francesco Chiacchio & Georgios Petropoulos & David Pichler, 2018. "The impact of industrial robots on EU employment and wages- A local labour market approach," Working Papers 25186, Bruegel.
    7. Carl Benedikt Frey & Thor Berger & Chinchih Chen, 2018. "Political machinery: did robots swing the 2016 US presidential election?," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 34(3), pages 418-442.
    8. David H. Autor & David Dorn & Gordon H. Hanson, 2013. "The China Syndrome: Local Labor Market Effects of Import Competition in the United States," American Economic Review, American Economic Association, vol. 103(6), pages 2121-2168, October.
    9. Georg Graetz & Guy Michaels, 2018. "Robots at Work," The Review of Economics and Statistics, MIT Press, vol. 100(5), pages 753-768, December.
    10. Yi Che & Yi Lu & Justin R. Pierce & Peter K. Schott & Zhigang Tao, 2016. "Does Trade Liberalization with China Influence U.S. Elections?," NBER Working Papers 22178, National Bureau of Economic Research, Inc.
    11. Rafael Di Tella & Dani Rodrik, 2020. "Labour Market Shocks and the Demand for Trade Protection: Evidence from Online Surveys," The Economic Journal, Royal Economic Society, vol. 130(628), pages 1008-1030.
    12. 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.
    13. Thomas Cusack & Torben Iversen & Philipp Rehm, 2006. "Risks at Work: The Demand and Supply Sides of Government Redistribution," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 22(3), pages 365-389, Autumn.
    14. Italo Colantone & Piero Stanig, 2018. "The Trade Origins of Economic Nationalism: Import Competition and Voting Behavior in Western Europe," American Journal of Political Science, John Wiley & Sons, vol. 62(4), pages 936-953, October.
    15. Margalit, Yotam, 2011. "Costly Jobs: Trade-related Layoffs, Government Compensation, and Voting in U.S. Elections," American Political Science Review, Cambridge University Press, vol. 105(1), pages 166-188, February.
    16. Wolfgang Dauth & Sebastian Findeisen & Jens Suedekum & Nicole Woessner, 2018. "Adjusting to Robots: Worker-Level Evidence," Opportunity and Inclusive Growth Institute Working Papers 13, Federal Reserve Bank of Minneapolis.
    17. van Hoorn, Andre, 2018. "The Political Economy of Automation: Occupational Automatability and Preferences for Redistribution," MPRA Paper 86460, University Library of Munich, Germany.
    18. 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.
    19. 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.
    20. Aina Gallego & Thomas Kurer & Nikolas Schöll, 2018. "Not so disruptive after all: How workplace digitalization affects political preferences," Economics Working Papers 1623, Department of Economics and Business, Universitat Pompeu Fabra.
    21. Jensen, J. Bradford & Quinn, Dennis P. & Weymouth, Stephen, 2017. "Winners and Losers in International Trade: The Effects on US Presidential Voting," International Organization, Cambridge University Press, vol. 71(3), pages 423-457, July.
    22. Aina Gallego & Thomas Kurer & Nikolas Schöll, 2018. "Neither Left-Behind nor Superstar: Ordinary Winners of Digitalization at the Ballot Box," Working Papers 1063, Barcelona School of Economics.
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    More about this item

    Keywords

    Automation; Nationalism; Radical Right.;
    All these keywords.

    JEL classification:

    • D72 - Microeconomics - - Analysis of Collective Decision-Making - - - Political Processes: Rent-seeking, Lobbying, Elections, Legislatures, and Voting Behavior
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • 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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