Examining policy feedback effects from COVID-19 on social welfare support: developing an outcome distance dimension

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David Crabtree University of Chicago, USA

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Wesley Wehde Texas Tech University, USA

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Can experience with one set of policies result in support for a set of different, but related, policies? To show how this is possible, we develop a new dimension of policy feedback effects missing from prior studies – outcome distance. We then examine what we call a middle-distance outcome and apply this concept to the case of welfare attitudes in the United States. A novel counterfactual survey design is used to estimate the within-subject effects of experience with pandemic-related relief efforts (that is, stimulus checks, unemployment assistance) on attitudes towards broader welfare programmes like TANF, SNAP, SSI and Medicaid. The evidence suggests that attitudes towards broader welfare initiatives may have become more supportive as a result of the pandemic and associated policies, implying that specific policies and events can have feedback effects on outcomes that are some medium-distance away, such as other policies of a similar type. Future research ought to further explore this proposed dimension of feedback effects.

  • Anoll, A. and Israel-Trummel, M. (2019) Do felony disenfranchisement laws (de) mobilize? A case of surrogate participation, The Journal of Politics, 81(4): 152327. doi: 10.1086/704783

    • Search Google Scholar
    • Export Citation
  • Baker, S.R., Farrokhnia, R.A., Meyer, S., Pagel, M. and Yannelis, C. (2020) Income, Liquidity, and the Consumption Response to the 2020 Economic Stimulus Payments (No. w27097), Cambridge, MA: National Bureau of Economic Research.

    • Search Google Scholar
    • Export Citation
  • Béland, D. and Schlager, E. (2019) Varieties of policy feedback research: Looking backward, moving forward, Policy Studies Journal, 47(2): 184205.

    • Search Google Scholar
    • Export Citation
  • Bridgman, A., Merkley, E., Loewen, P.J., Owen, T. and Ruths, D. (2021) All in this together? A preregistered report on deservingness of government aid during the COVID-19 pandemic, Journal of Experimental Political Science, 118, doi: 10.1017/XPS.2021.10.

    • Search Google Scholar
    • Export Citation
  • Callaghan, T., Moghtaderi, A., Lueck, J.A., Hotez, P.J., Strych, U., Dor, A., Franklin Fowler, E. and Motta, M. (2020) Correlates and disparities of COVID-19 vaccine hesitancy, SSRN 3667971. doi: 10.2139/ssrn.3667971

    • Search Google Scholar
    • Export Citation
  • Campbell, A.L. (2003) Participatory reactions to policy threats: senior citizens and the defense of Social Security and Medicare, Political Behavior, 25(1): 2949. doi: 10.1023/A:1022900327448

    • Search Google Scholar
    • Export Citation
  • Campbell, A.L. (2012) Policy makes mass politics, Annual Review of Political Science, 15: 33351. doi: 10.1146/annurev-polisci-012610-135202

    • Search Google Scholar
    • Export Citation
  • Casella, M. (2021) Beyond Covid relief: Biden invokes LBJ as Democrats aim to expand welfare state, Politico, https://www.politico.com/news/2021/03/14/democrats-relief-benefits-joe-biden-475701.

    • Search Google Scholar
    • Export Citation
  • Choi, J. and Wehde, W. (2020) Trust in emergency management authorities and individual emergency preparedness for tornadoes, Risk, Hazards & Crisis in Public Policy, 11(1): 1234.

    • Search Google Scholar
    • Export Citation
  • Coibion, O., Gorodnichenko, Y. and Weber, M. (2020) How did US Consumers Use Their Stimulus Payments? (No. w27693), Cambridge, MA: National Bureau of Economic Research.

    • Search Google Scholar
    • Export Citation
  • Crabtree, D.I. and Wehde, W.W. (2022) Who deserves what and why during the COVID‐19 pandemic: Applying the CARIN principles of deservingness to the American welfare state, Social Policy & Administration.

    • Search Google Scholar
    • Export Citation
  • DeLeo, R.A., Taylor, K., Crow, D.A. and Birkland, T.A. (2021) During disaster: refining the concept of focusing events to better explain long-duration crises, International Review of Public Policy, 3(3): 528. doi: 10.4000/irpp.1868

    • Search Google Scholar
    • Export Citation
  • Epp, D.A. and Thomas, H.F. (2022) When bad news becomes routine: slowly-developing problems moderate government responsiveness, Political Research Quarterly, doi: 10659129211070306.

    • Search Google Scholar
    • Export Citation
  • Esping-Andersen, G. (1990) The Three Worlds of Welfare Capitalism, Princeton, NJ: Princeton University Press.

  • Gadarian, S.K., Goodman, S.W. and Pepinsky, T.B. (2021) Partisanship, health behavior, and policy attitudes in the early stages of the COVID-19 pandemic, Plos One, 16(4): e0249596. doi: 10.1371/journal.pone.0249596

    • Search Google Scholar
    • Export Citation
  • Gaskell, A. (2021) Will Covid-19 help to create welfare for the 21st Century?, Forbes, https://www.forbes.com/sites/adigaskell/2021/03/16/will-covid-19-help-to-create-welfare-fit-for-the-21st-century/?sh=4a4256de3503.

    • Search Google Scholar
    • Export Citation
  • Graham, M.H. and Coppock, A. (2021) Asking about attitude change, Public Opinion Quarterly, 85(1): 2853, doi: 10.1093/poq/nfab009.

  • Hale, H.E. (2022) A ‘terrific symbol’: physical personalization of pandemic relief enhances presidential support, PS: Political Science & Politics, 55(2): 25156.

    • Search Google Scholar
    • Export Citation
  • Haselswerdt, J. and Bartels, B.L. (2015) Public opinion, policy tools, and the status quo: evidence from a survey experiment, Political Research Quarterly, 68(3): 60721. doi: 10.1177/1065912915591217

    • Search Google Scholar
    • Export Citation
  • Hedegaard, T.F. (2014) The policy design effect: proximity as a Micro‐level explanation of the effect of policy designs on social benefit attitudes, Scandinavian Political Studies, 37(4): 36684. doi: 10.1111/1467-9477.12022

    • Search Google Scholar
    • Export Citation
  • Jacobs, N. (2021) Federalism, polarization, and policy responsibility during COVID-19: experimental and observational evidence from the United States, Publius: The Journal of Federalism, 51(4): 693719, https://doi.org/10.1093/publius/pjab014

    • Search Google Scholar
    • Export Citation
  • Jacobs, L.R., Mettler, S. and Zhu, L. (2022) The pathways of policy feedback: how health reform influences political efficacy and participation, Policy Studies Journal, 50(3): 483506. doi: 10.1111/psj.12424

    • Search Google Scholar
    • Export Citation
  • Kreitzer, R.J., Hamilton, A.J. and Tolbert, C.J. (2014) Does policy adoption change opinions on minority rights? The effects of legalizing same-sex marriage, Political Research Quarterly, 67(4): 795808. doi: 10.1177/1065912914540483

    • Search Google Scholar
    • Export Citation
  • Lanuza, Y.R. and Turney, K. (2020) The long reach of parental incarceration: the case of institutional engagement, Social Science Research, 92: 102485. doi: 10.1016/j.ssresearch.2020.102485

    • Search Google Scholar
    • Export Citation
  • Larsen, E.G. (2019) Policy feedback effects on mass publics: a quantitative review, Policy Studies Journal, 47(2): 37294. doi: 10.1111/psj.12280

    • Search Google Scholar
    • Export Citation
  • Leifheit, K.M., Pollack, C.E., Raifman, J., Schwartz, G.L., Koehler, R.D., Bronico, J.V.R., Benfer, E.A., Zimmerman, F.J. and Linton, S.L. (2021) Variation in state-level eviction moratorium protections and mental health among US adults during the COVID-19 pandemic, JAMA Network Open, 4(12): e2139585. doi:10.1001/jamanetworkopen.2021.39585.

    • Search Google Scholar
    • Export Citation
  • Lerman, A.E. and McCabe, K.T. (2017) Personal experience and public opinion: a theory and test of conditional policy feedback, The Journal of Politics, 79(2): 62441. doi: 10.1086/689286

    • Search Google Scholar
    • Export Citation
  • Lowi, T.J. (1972) Four systems of policy, politics, and choice, Public Administration Review, 32(4): 298310. doi: 10.2307/974990

  • McCabe, K.T. (2016) Attitude responsiveness and partisan bias: direct experience with the affordable care Act, Political Behavior, 38(4): 86182. doi: 10.1007/s11109-016-9337-9

    • Search Google Scholar
    • Export Citation
  • Mettler, S. (2011) The Submerged State: How Invisible Government Policies Undermine American Democracy, Chicago, IL: University of Chicago Press.

    • Search Google Scholar
    • Export Citation
  • Moon, M.J. and Cho, B.S. (2022) The implications of COVID-19 for concepts and practices of citizenship, Policy & Politics, 50(1): 7998.

    • Search Google Scholar
    • Export Citation
  • Morris, K. (2021) Turnout and amendment four: mobilizing eligible voters close to formerly incarcerated Floridians, American Political Science Review, 115(3): 80526, doi: 10.1017/S0003055421000253.

    • Search Google Scholar
    • Export Citation
  • Motta, M. (2021) Can a COVID-19 vaccine live up to Americans’ expectations? A conjoint analysis of how vaccine characteristics influence vaccination intentions, Social Science & Medicine, 272: 113642.

    • Search Google Scholar
    • Export Citation
  • Muñoz, J., Falcó-Gimeno, A. and Hernández, E. (2020) Unexpected event during survey design: promise and pitfalls for causal inference, Political Analysis, 28(2): 186206, doi: 10.1017/pan.2019.27.

    • Search Google Scholar
    • Export Citation
  • Nagayoshi, K. and Hjerm, M. (2015) Anti-immigration attitudes in different welfare states: do types of labor market policies matter?, International Journal of Comparative Sociology, 56(2): 14162. doi: 10.1177/0020715215591379

    • Search Google Scholar
    • Export Citation
  • Nettle, D., Johnson, E., Johnson, M. and Saxe, R. (2021) Why has the COVID-19 pandemic increased support for Universal Basic Income, Humanities and Social Sciences Communications, 8(79): doi: 10.1057/s41599-021-00760-7.

    • Search Google Scholar
    • Export Citation
  • Parolin, Z., Collyer, S. and Curran, M.A. (2022) Absence of monthly child tax credit leads to 3.7 million more children in poverty in January 2022, Poverty and Social Policy Brief, 6(2): 15. Open, 4(12): 1–5.

    • Search Google Scholar
    • Export Citation
  • Pierson, P. (1993) When effect becomes cause: policy feedback and political change, World Politics, 45(4): 595628. doi: 10.2307/2950710

    • Search Google Scholar
    • Export Citation
  • Raven, J., Achterberg, P., Van der Veen, R. and Yerkes, M. (2011) An institutional embeddedness of welfare opinions? The link between public opinion and social policy in the Netherlands (1970–2004), Journal of Social Policy, 40(2): 36986. doi: 10.1017/S0047279410000577

    • Search Google Scholar
    • Export Citation
  • Robinson, S.E., Ripberger, J.T., Gupta, K., Ross, J.A., Fox, A.S., Jenkins‐Smith, H.C. and Silva, C.L. (2021) The relevance and operations of political trust in the COVID‐19 pandemic, Public Administration Review, 81(6): 111019. doi: 10.1111/puar.13333

    • Search Google Scholar
    • Export Citation
  • Rosenthal, A. (2021) Conflicting messages: multiple policy experiences and political participation, Policy Studies Journal, 49: 61639, doi: 10.1111/psj.12368.

    • Search Google Scholar
    • Export Citation
  • Scheller, D.S. (2021) Pandemic primary: the interactive effects of COVID-19 prevalence and age on voter turnout, Journal of Elections, Public Opinion and Parties, 31(sup1): 18090. doi: 10.1080/17457289.2021.1924728

    • Search Google Scholar
    • Export Citation
  • Schernhammer, E., Weitzer, J., Laubichler, M.D., Birmann, B.M., Bertau, M., Zenk, L. and Steiner, G. (2022) Correlates of COVID-19 vaccine hesitancy in Austria: trust and the government, Journal of Public Health, 44(1): e106e116.

    • Search Google Scholar
    • Export Citation
  • Shafer, P.R., Gutiérrez, K.M., de Cuba, S.E., Bovell-Ammon, A. and Raifman, J. (2022) Association of the implementation of child tax credit advance payments with food insufficiency in US households, JAMA Network Open, 5(1): e2143296e2143296.

    • Search Google Scholar
    • Export Citation
  • Smith, N. (2021) Covid-19 gives America a chance to fix its welfare state, Bloomberg Opinion, https://www.bloomberg.com/opinion/articles/2021-02-10/covid-stimulus-shows-the-inadequacy-of-america-s-welfare-state.

    • Search Google Scholar
    • Export Citation
  • Soss, J. (1999) Lessons of welfare: policy design, political learning, and political action, American Political Science Review, 93(2): 36380. doi: 10.2307/2585401

    • Search Google Scholar
    • Export Citation
  • Soss, J. and Schram, S.F. (2007) A public transformed? Welfare reform as policy feedback, American Political Science Review, 101(1): 11127. doi: 10.1017/S0003055407070049

    • Search Google Scholar
    • Export Citation
  • US Department of the Treasury (2021) Covid-19 economic relief, https://home.treasury.gov/policy-issues/coronavirus.

  • Van Oorschot, W. and Meuleman, B. (2014) Popular deservingness of the unemployed in the context of welfare state policies, economic conditions and cultural climate, in S. Kumlin and I. Stadelmann-Steffen (eds) How Welfare States Shape the Democratic Public, Cheltenham: Edward Elgar Publishing.

    • Search Google Scholar
    • Export Citation
  • VanDusky-Allen, J.A., Utych, S.M. and Catalano, M. (2021) Partisanship, policy, and Americans’ evaluations of state-level COVID-19 policies prior to the 2020 election, Political Research Quarterly, doi: 10659129211056374.

    • Search Google Scholar
    • Export Citation
  • Walker, H.L. (2014) Extending the effects of the carceral state: proximal contact, political participation, and race, Political Research Quarterly, 67(4): 80922. doi: 10.1177/1065912914542522

    • Search Google Scholar
    • Export Citation
  • White, A. (2019) Family matters? Voting behavior in households with criminal justice contact, American Political Science Review, 113(2): 60713. doi: 10.1017/S0003055418000862

    • Search Google Scholar
    • Export Citation
  • Zhu, L. and Lipsmeyer, C.S. (2015) Policy feedback and economic risk: the influence of privatization on social policy preferences, Journal of European Public Policy, 22(10): 1489511. doi: 10.1080/13501763.2015.1031159

    • Search Google Scholar
    • Export Citation
  • Ziller, C. and Helbling, M. (2019) Antidiscrimination laws, policy knowledge and political support, British Journal of Political Science, 49(3): 102744. doi: 10.1017/S0007123417000163

    • Search Google Scholar
    • Export Citation

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David Crabtree University of Chicago, USA

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Wesley Wehde Texas Tech University, USA

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