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Safe at Last? Late Effects of a Mass Immunization Campaign on Households' Economic Insecurity

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  • Alessandro Belmonte
  • Harry Pickard

Abstract

We study the effects of receiving immunization from COVID‐19 on households' economic insecurity. To provide causal estimates we use a fuzzy regression discontinuity design which takes advantage of the UK's immunization plan. The plan was primarily based on age, granting differential eligibility to proximate cohorts. Our estimated local average treatment effect indicates that the share of households who declared being economically insecure dropped by 41 percentage points among those who received the vaccine due to the eligibility criteria. Using a difference‐in‐discontinuity design we next document that immunization was more salient for women as well as for large households and those with children. Our results suggest that the mass immunization campaign against COVID‐19 had relevant short‐run economic effects, well beyond its expected impact on people's health.

Suggested Citation

  • Alessandro Belmonte & Harry Pickard, 2024. "Safe at Last? Late Effects of a Mass Immunization Campaign on Households' Economic Insecurity," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 70(2), pages 466-497, June.
  • Handle: RePEc:bla:revinw:v:70:y:2024:i:2:p:466-497
    DOI: 10.1111/roiw.12643
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    as
    1. repec:hal:wpspec:info:hdl:2441/68bdjcjoob8kh8nu5vcmetkbf3 is not listed on IDEAS
    2. Carola Binder, 2020. "Coronavirus Fears and Macroeconomic Expectations," The Review of Economics and Statistics, MIT Press, vol. 102(4), pages 721-730, October.
    3. Lalive, Rafael, 2008. "How do extended benefits affect unemployment duration A regression discontinuity approach," Journal of Econometrics, Elsevier, vol. 142(2), pages 785-806, February.
    4. Barry Watson & Stephen Law & Lars Osberg, 2022. "Are Populists Insecure About Themselves or About Their Country? Political Attitudes and Economic Perceptions," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 159(2), pages 667-705, January.
    5. Leonardi, Marco & Pica, Giovanni, 2007. "Employment Protection Legislation and Wages," IZA Discussion Papers 2680, Institute of Labor Economics (IZA).
    6. Samuel Bazzi & Gabriel Koehler-Derrick & Benjamin Marx, 2020. "The Institutional Foundations of Religious Politics: Evidence from Indonesia [“The Classical Islamic Law of Waqf: A Concise Introduction”]," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(2), pages 845-911.
    7. Conchita D'Ambrosio & Nicholas Rohde, 2014. "The Distribution of Economic Insecurity: Italy and the U.S. over the Great Recession," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(S1), pages 33-52, May.
    8. Jacob S. Hacker & Gregory A. Huber & Austin Nichols & Philipp Rehm & Mark Schlesinger & Rob Valletta & Stuart Craig, 2014. "The Economic Security Index: A New Measure for Research and Policy Analysis," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(S1), pages 5-32, May.
    9. Thomas Hale & Noam Angrist & Rafael Goldszmidt & Beatriz Kira & Anna Petherick & Toby Phillips & Samuel Webster & Emily Cameron-Blake & Laura Hallas & Saptarshi Majumdar & Helen Tatlow, 2021. "A global panel database of pandemic policies (Oxford COVID-19 Government Response Tracker)," Nature Human Behaviour, Nature, vol. 5(4), pages 529-538, April.
    10. Peter Reinhard Hansen & Matthias Schmidtblaicher, 2021. "A Dynamic Model of Vaccine Compliance: How Fake News Undermined the Danish HPV Vaccine Program," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 39(1), pages 259-271, January.
    11. Markus Goldstein & Christopher Udry, 2008. "The Profits of Power: Land Rights and Agricultural Investment in Ghana," Journal of Political Economy, University of Chicago Press, vol. 116(6), pages 981-1022, December.
    12. Walter Bossert & Conchita D'Ambrosio, 2013. "Measuring Economic Insecurity," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 54(3), pages 1017-1030, August.
    13. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    14. Liberini, Federica & Oswald, Andrew J. & Proto, Eugenio & Redoano, Michela, 2019. "Was Brexit triggered by the old and unhappy? Or by financial feelings?," Journal of Economic Behavior & Organization, Elsevier, vol. 161(C), pages 287-302.
    15. repec:bla:revinw:v:60:y:2014:i::p:s5-s32 is not listed on IDEAS
    16. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    17. Sara Lowes & Eduardo Montero, 2021. "The Legacy of Colonial Medicine in Central Africa," American Economic Review, American Economic Association, vol. 111(4), pages 1284-1314, April.
    18. Monica Martinez-Bravo & Andreas Stegmann, 2022. "In Vaccines We Trust? The Effects of the CIA’s Vaccine Ruse on Immunization in Pakistan," Journal of the European Economic Association, European Economic Association, vol. 20(1), pages 150-186.
    19. Adams-Prassl, Abi & Boneva, Teodora & Golin, Marta & Rauh, Christopher, 2020. "Inequality in the impact of the coronavirus shock: Evidence from real time surveys," Journal of Public Economics, Elsevier, vol. 189(C).
    20. Grewenig, Elisabeth & Lergetporer, Philipp & Werner, Katharina & Woessmann, Ludger & Zierow, Larissa, 2021. "COVID-19 and educational inequality: How school closures affect low- and high-achieving students," European Economic Review, Elsevier, vol. 140(C).
    21. Andrew Aitken & Janine Boshoff & David Nguyen & Ana Rincon-Aznar & Andrea Stochino, 2019. "Places and Spaces: Mapping Britain's Regional Divides," National Institute of Economic and Social Research (NIESR) General Election Briefings, National Institute of Economic and Social Research, issue 6, December.
    22. Staneva, Anita & Carmignani, Fabrizio & Rohde, Nicholas, 2022. "Personality, gender, and age resilience to the mental health effects of COVID-19," Social Science & Medicine, Elsevier, vol. 301(C).
    23. Dani Rodrik, 2018. "Populism and the economics of globalization," Journal of International Business Policy, Palgrave Macmillan, vol. 1(1), pages 12-33, June.
    24. Hanan G. Jacoby & Guo Li & Scott Rozelle, 2002. "Hazards of Expropriation: Tenure Insecurity and Investment in Rural China," American Economic Review, American Economic Association, vol. 92(5), pages 1420-1447, December.
    25. Rohde, Nicholas & Tang, Kam Ki & Osberg, Lars & Rao, D.S. Prasada, 2017. "Is it vulnerability or economic insecurity that matters for health?," Journal of Economic Behavior & Organization, Elsevier, vol. 134(C), pages 307-319.
    26. Galiani, Sebastian & Schargrodsky, Ernesto, 2010. "Property rights for the poor: Effects of land titling," Journal of Public Economics, Elsevier, vol. 94(9-10), pages 700-729, October.
    27. Thiemo Fetzer & Lukas Hensel & Johannes Hermle & Christopher Roth, 2021. "Coronavirus Perceptions and Economic Anxiety," The Review of Economics and Statistics, MIT Press, vol. 103(5), pages 968-978, December.
    28. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
    29. Barry Watson, 2018. "Does Economic Insecurity Cause Weight Gain Among Canadian Labor Force Participants?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 64(2), pages 406-427, June.
    30. Kenneth Scheve & Matthew J. Slaughter, 2004. "Economic Insecurity and the Globalization of Production," American Journal of Political Science, John Wiley & Sons, vol. 48(4), pages 662-674, October.
    31. Colantone, Italo & Stanig, Piero, 2018. "Global Competition and Brexit," American Political Science Review, Cambridge University Press, vol. 112(2), pages 201-218, May.
    32. Walter Bossert & Conchita D'Ambrosio, 2013. "Measuring Economic Insecurity," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 54, pages 1017-1030, August.
    33. repec:hal:spmain:info:hdl:2441/68bdjcjoob8kh8nu5vcmetkbf3 is not listed on IDEAS
    34. Tobin Hanspal & Annika Weber & Johannes Wohlfart, 2021. "Exposure to the COVID-19 Stock Market Crash and Its Effect on Household Expectations," The Review of Economics and Statistics, MIT Press, vol. 103(5), pages 994-1010, December.
    35. Guiso, Luigi & Herrera, Helios & Morelli, Massimo & Sonno, Tommaso, 2018. "Populism: Demand and Supply," CEPR Discussion Papers 11871, C.E.P.R. Discussion Papers.
    36. Agostinelli, Francesco & Doepke, Matthias & Sorrenti, Giuseppe & Zilibotti, Fabrizio, 2022. "When the great equalizer shuts down: Schools, peers, and parents in pandemic times," Journal of Public Economics, Elsevier, vol. 206(C).
    37. repec:bla:revinw:v:60:y:2014:i::p:s159-s176 is not listed on IDEAS
    38. repec:bla:revinw:v:60:y:2014:i::p:s33-s52 is not listed on IDEAS
    39. Marco Leonardi & Giovanni Pica, 2013. "Who Pays for it? The Heterogeneous Wage Effects of Employment Protection Legislation," Economic Journal, Royal Economic Society, vol. 123(12), pages 1236-1278, December.
    40. David Card & Carlos Dobkin & Nicole Maestas, 2008. "The Impact of Nearly Universal Insurance Coverage on Health Care Utilization: Evidence from Medicare," American Economic Review, American Economic Association, vol. 98(5), pages 2242-2258, December.
    41. Richiardi, Matteo & He, Zhechun, 2020. "Measuring economic insecurity: a review of the literature," Centre for Microsimulation and Policy Analysis Working Paper Series CEMPA1/20, Centre for Microsimulation and Policy Analysis at the Institute for Social and Economic Research.
    42. Barr, Nicholas, 1992. "Economic Theory and the Welfare State: A Survey and Interpretation," Journal of Economic Literature, American Economic Association, vol. 30(2), pages 741-803, June.
    43. Artjoms Ivlevs, 2014. "Economic Insecurity in Transition: A Primary Commodities Perspective," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(S1), pages 117-140, May.
    44. Veronica Grembi & Tommaso Nannicini & Ugo Troiano, 2016. "Do Fiscal Rules Matter?," American Economic Journal: Applied Economics, American Economic Association, vol. 8(3), pages 1-30, July.
    45. Pablo Casas-Arce & Albert Saiz, 2015. "Women and Power: Unpopular, Unwilling, or Held Back?," Journal of Political Economy, University of Chicago Press, vol. 123(3), pages 641-669.
    46. Nicholas Rohde & Kam Ki Tang & D.S. Prasada Rao, 2014. "Distributional Characteristics of Income Insecurity in the U.S., Germany, and Britain," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(S1), pages 159-176, May.
    47. repec:bla:revinw:v:60:y:2014:i::p:s117-s140 is not listed on IDEAS
    48. Abhijit V. Banerjee & Paul J. Gertler & Maitreesh Ghatak, 2002. "Empowerment and Efficiency: Tenancy Reform in West Bengal," Journal of Political Economy, University of Chicago Press, vol. 110(2), pages 239-280, April.
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