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
Open accessAbstract
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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“However, earlier research has not found strong links between automation-another disruption against which UBI might in principle provide a remedy-and political support for UBI.”
From COVID-19 and welfare state support: the case of universal basic income (2022) · cites this paper as Busemeyer & Sahm, 2021
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“Although two studies from Italy find a link between objective automation risk and support for UBI (Guarascio & Sacchi, 2021;Sacchi et al., 2020), this has not been confirmed in comparative studies of UBI support (Busemeyer & Sahm, 2021;Dermont & Weisstanner, 2020).”
From COVID-19 and welfare state support: the case of universal basic income (2022) · cites this paper as Busemeyer & Sahm, 2021
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Cites
The future of employment: How susceptible are jobs to computerisation?
Frey, C. B., & Osborne, M. A. (2017) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2016.08.019 · Cited by 8,727
The Skill Content of Recent Technological Change: An Empirical Exploration
Autor, D. H., Levy, F., & Murnane, R. J. (2003) · The Quarterly Journal of Economics · doi:10.1162/003355303322552801 · Cited by 6,205
Explaining Job Polarization: Routine-Biased Technological Change and Offshoring
Goos, M., Manning, A., & Salomons, A. (2014) · American Economic Review · doi:10.1257/aer.104.8.2509 · Cited by 2,111
Technical change, inequality, and the labor market
Acemoglu, D. (2002) · Journal of Economic Literature · doi:10.1257/jel.40.1.7 · Cited by 1,767
Roosma, F., & van Oorschot, W. (2020) · Journal of European Social Policy · doi:10.1177/0958928719882827 · Cited by 115
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Research works printed but not linked: 43
- Arntz, 2016, The Risk of Automation for Jobs in OECD Countries: A Comparative Analysis
- Sacchi, 2020, The European Social Model under Pressure: Liber Amicorum in Honour of Klaus Armingeon
- 10.21338/NSD-ESS8-2016 · DOI
- 10.1080/13501763.2017.1298658 · DOI · Paper page
- 10.1017/S0003055412000147 · DOI
- 10.1177/0032329203261095 · DOI
- 2011, Divided We Stand: Why Inequality Keeps Rising
- 10.1017/S0047279417000782 · DOI
- 10.1177/0010414019852687 · DOI
- 10.2139/ssrn.2795451 · DOI
- 10.1257/jep.29.3.31 · DOI · Paper page
- 10.2307/2669316 · DOI · Paper page
- 10.1257/jep.33.2.3 · DOI · Paper page
- 10.1017/S0007123418000534 · DOI
- 10.1080/2474736X.2020.1757387 · DOI · Paper page
- 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
- 10.1017/S0047279419000424 · DOI
- 10.1111/ssqu.12795 · DOI
- 10.1017/S1755773919000341 · DOI
- 10.1080/13501763.2017.1401107 · DOI
- 10.1017/ics.2020.22 · DOI
- Nedelkoska, 2018, Automation, Skills Use and Training
- 10.1162/rest_a_00754 · DOI
- 10.1111/j.1467-9477.2008.00211.x · DOI
- Morel, 2012, Towards a Social Investment Welfare State?
- 10.1257/aer.103.5.1553 · DOI · Paper page
- 10.1093/acprof:oso/9780199669769.001.0001 · DOI
- Colin, 2015, The Next Safety Net: Social Policy for a Digital Age, Foreign Affairs, 94, 29
- 10.1162/rest.89.1.118 · DOI
- Bührer, 2016, The Palgrave Handbook of Managing Continuous Business Transformation, 115
- 10.1080/13501763.2017.1401111 · DOI
- 10.1162/REST_a_00366 · DOI
- 10.1111/ajps.12001 · DOI
- 10.1515/bis-2018-0021 · DOI
- 10.1017/S0047279419000382 · DOI
- 10.1017/S0007123419000097 · DOI
- 10.1017/S1537592718001081 · DOI
- McAfee, 2016, Human Work in the Robotic Future: Policy for the Age of Automation, Foreign Affairs, 95, 139
- 10.1177/0958928717700562 · DOI
- 10.1177/0010414008330595 · DOI
- 10.1007/s11205-012-0099-4 · DOI
- 10.1177/0010414017740600 · DOI
- Dekker, 2017, Fear of Robots at Work: The Role of Economic Self-Interest, Socio-Economic Review, 15, 539
Cited by
Sorted by citations
COVID-19 and welfare state support: the case of universal basic income
Weisstanner, D. (2022) · Policy and Society · doi:10.1093/polsoc/puab015 · Cited by 40
Metadata
- Authors
- BUSEMEYER, M. R., & SAHM, A. H. J.
- Affiliations
- University of Konstanz (DE)
- Venue
- Journal of Social Policy
- Publisher
- Cambridge University Press (CUP)
- 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
- hybrid
- doi.org
- 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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