Cited by 75Social Policy and Reform StudiesLabor market dynamics and wage inequalityElectoral Systems and Political Participation

The DOI matches its Crossref record; 5 of the 5 references it cites were found in a registry or an index.

Social Investment, Redistribution or Basic Income? Exploring the Association Between Automation Risk and Welfare State Attitudes in Europe

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BUSEMEYER, MARIUS R., SAHM, ALEXANDER H. J.·2022·Journal of Social Policy

Abstract

Rapid technological change – the digitalization and automation of work – is challenging contemporary welfare states. Most of the existing research, however, focuses on its effect on labor market outcomes, such as employment or wage levels. In contrast, this paper studies the implications of technological change for welfare state attitudes and preferences. Compared to previous work on this topic, this paper adopts a much broader perspective regarding different kinds of social policy. Using data from the European Social Survey, we find that individual automation risk is positively associated with support for redistribution, but negatively with support for social investment policies (partly depending on the specific measure of automation risk that is used), while there is no statistically significant association with support for basic income. We also find a moderating effect of the overall size of the welfare state on the micro-level association between risk and preferences.

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Research works printed but not linked: 43

  1. Arntz, 2016, The Risk of Automation for Jobs in OECD Countries: A Comparative Analysis
  2. Sacchi, 2020, The European Social Model under Pressure: Liber Amicorum in Honour of Klaus Armingeon
  3. 10.21338/NSD-ESS8-2016 · DOI
  4. 10.1080/13501763.2017.1298658 · DOI · Paper page
  5. 10.1017/S0003055412000147 · DOI
  6. 10.1177/0032329203261095 · DOI
  7. 2011, Divided We Stand: Why Inequality Keeps Rising
  8. 10.1017/S0047279417000782 · DOI
  9. 10.1177/0010414019852687 · DOI
  10. 10.2139/ssrn.2795451 · DOI
  11. 10.1257/jep.29.3.31 · DOI · Paper page
  12. 10.2307/2669316 · DOI · Paper page
  13. 10.1257/jep.33.2.3 · DOI · Paper page
  14. 10.1017/S0007123418000534 · DOI
  15. 10.1080/2474736X.2020.1757387 · DOI · Paper page
  16. Eichhorst, W. , Hinte, H. , Rinne, U. and Tobsch, V. (2016), How Big Is the Gig? Assessing the Preliminary Evidence on the Effects of Digitalization on the Labor Market, No. 117, Bonn: Forschungsinstitut zur Zukunft der Arbeit/Institute for the Study of Labor (IZA). · DOI
  17. 10.1017/S0047279419000424 · DOI
  18. 10.1111/ssqu.12795 · DOI
  19. 10.1017/S1755773919000341 · DOI
  20. 10.1080/13501763.2017.1401107 · DOI
  21. 10.1017/ics.2020.22 · DOI
  22. Nedelkoska, 2018, Automation, Skills Use and Training
  23. 10.1162/rest_a_00754 · DOI
  24. 10.1111/j.1467-9477.2008.00211.x · DOI
  25. Morel, 2012, Towards a Social Investment Welfare State?
  26. 10.1257/aer.103.5.1553 · DOI · Paper page
  27. 10.1093/acprof:oso/9780199669769.001.0001 · DOI
  28. Colin, 2015, The Next Safety Net: Social Policy for a Digital Age, Foreign Affairs, 94, 29
  29. 10.1162/rest.89.1.118 · DOI
  30. Bührer, 2016, The Palgrave Handbook of Managing Continuous Business Transformation, 115
  31. 10.1080/13501763.2017.1401111 · DOI
  32. 10.1162/REST_a_00366 · DOI
  33. 10.1111/ajps.12001 · DOI
  34. 10.1515/bis-2018-0021 · DOI
  35. 10.1017/S0047279419000382 · DOI
  36. 10.1017/S0007123419000097 · DOI
  37. 10.1017/S1537592718001081 · DOI
  38. McAfee, 2016, Human Work in the Robotic Future: Policy for the Age of Automation, Foreign Affairs, 95, 139
  39. 10.1177/0958928717700562 · DOI
  40. 10.1177/0010414008330595 · DOI
  41. 10.1007/s11205-012-0099-4 · DOI
  42. 10.1177/0010414017740600 · DOI
  43. Dekker, 2017, Fear of Robots at Work: The Role of Economic Self-Interest, Socio-Economic Review, 15, 539

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Metadata

Authors
BUSEMEYER, M. R., & SAHM, A. H. J.
Affiliations
University of Konstanz (DE)
Venue
Journal of Social Policy
Published
2021-07-12
Volume
51
Issue
4
Pages
751-770
ISSN
  • 0047-2794 (ISSN-L)
  • 1469-7823
OpenAlex
W3178462233
Cited by
75
References
5
Citations by year
2026: 19 · 2025: 17 · 2024: 18 · 2023: 13 · 2022: 8
FWCI
32.40
Type
journal article
Language
en
Open access
Locations
  • Journal of Social Policy (publishedVersion, cc-by)
  • KOPS (University of Konstanz) (submittedVersion)
Topics
  • Social Sciences › Political Science and International Relations › Social Policy and Reform Studies
  • Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Labor market dynamics and wage inequality
  • Social Sciences › Political Science and International Relations › Electoral Systems and Political Participation
Keywords
automation risk, welfare state attitudes, redistribution, social investment, basic income, technological change, digitalization of work, welfare state size, Europe

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