IDEAS home Printed from https://ideas.repec.org/a/eme/jedpps/jed-06-2023-0107.html
   My bibliography  Save this article

Does the COVID-19 pandemic disproportionately affect the poor? Evidence from a six-country survey

Author

Listed:
  • Hai-Anh Dang
  • Toan L.D. Huynh
  • Manh-Hung Nguyen

Abstract

Purpose - The COVID-19 pandemic has wrought havoc on economies around the world. The purpose of this study is to learn about the distributional impacts of the pandemic. Design/methodology/approach - The authors contribute new theoretical and empirical evidence on the distributional impacts of the pandemic on different income groups in a multicountry setting. The authors analyze rich individual-level survey data covering 6,082 respondents from China, Italy, Japan, South Korea, the United Kingdom and the United States. The results are robust to various econometric models, including ordinary least squares (OLS), Tobit and ordered probit models with country-fixed effects. Findings - The authors find that while the outbreak has no impact on household income losses, it results in a 63% reduction in the expected own labor income for the second-poorest income quintile. The pandemic impacts are most noticeable for savings, with all the four poorer income quintiles suffering reduced savings ranging between 5 and 7% compared to the richest income quintile. The poor are also less likely to change their behaviors regarding immediate prevention measures against COVID-19 and healthy activities. The authors also found countries to exhibit heterogeneous impacts. Social implications - Designing tailor-made social protection and health policies to support the poorer income groups in richer and poorer countries can generate multiple positive impacts that help minimize the negative and inequality-enhancing pandemic consequences. These findings are relevant not only for COVID-19 but also for future pandemics. Originality/value - The authors theoretically and empirically investigate the impacts of the pandemic on poorer income groups, while previous studies mostly offer empirical analyses and focus on other sociodemographic factors. The authors offer a new multicountry analysis of several prevention measures against COVID-19 and specific health activities.

Suggested Citation

  • Hai-Anh Dang & Toan L.D. Huynh & Manh-Hung Nguyen, 2023. "Does the COVID-19 pandemic disproportionately affect the poor? Evidence from a six-country survey," Journal of Economics and Development, Emerald Group Publishing Limited, vol. 26(1), pages 2-18, December.
    • Handle: RePEc:eme:jedpps:jed-06-2023-0107
    DOI: 10.1108/JED-06-2023-0107
    as

    Download full text from publisher

    File URL: https://www.emerald.com/insight/content/doi/10.1108/JED-06-2023-0107/full/html?utm_source=repec&utm_medium=feed&utm_campaign=repec
    Download Restriction: no
    File URL: https://www.emerald.com/insight/content/doi/10.1108/JED-06-2023-0107/full/pdf?utm_source=repec&utm_medium=feed&utm_campaign=repec
    Download Restriction: no
    File URL: https://libkey.io/10.1108/JED-06-2023-0107?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Aart Kraay & David McKenzie, 2014. "Do Poverty Traps Exist? Assessing the Evidence," Journal of Economic Perspectives, American Economic Association, vol. 28(3), pages 127-148, Summer.
    2. Cindy Cheng & Joan Barceló & Allison Spencer Hartnett & Robert Kubinec & Luca Messerschmidt, 2020. "COVID-19 Government Response Event Dataset (CoronaNet v.1.0)," Nature Human Behaviour, Nature, vol. 4(7), pages 756-768, July.
    3. Michèle Belot & Syngjoo Choi & Egon Tripodi & Eline van den Broek-Altenburg & Julian C. Jamison & Nicholas W. Papageorge, 2021. "Unequal consequences of Covid 19: representative evidence from six countries," Review of Economics of the Household, Springer, vol. 19(3), pages 769-783, September.
    4. Titan Alon & Sena Coskun & Matthias Doepke & David Koll & Michèle Tertilt, 2022. "From Mancession to Shecession: Women’s Employment in Regular and Pandemic Recessions," NBER Macroeconomics Annual, University of Chicago Press, vol. 36(1), pages 83-151.
    5. Mariacristina De Nardi & Eric French & John B. Jones, 2010. "Why Do the Elderly Save? The Role of Medical Expenses," Journal of Political Economy, University of Chicago Press, vol. 118(1), pages 39-75, February.
    6. Goenka, Aditya & Liu, Lin & Nguyen, Manh-Hung, 2021. "SIR economic epidemiological models with disease induced mortality," Journal of Mathematical Economics, Elsevier, vol. 93(C).
    7. Dang, Hai-Anh H. & Viet Nguyen, Cuong, 2021. "Gender inequality during the COVID-19 pandemic: Income, expenditure, savings, and job loss," World Development, Elsevier, vol. 140(C).
    8. 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).
    9. Nicholas W. Papageorge & Matthew V. Zahn & Michèle Belot & Eline Broek-Altenburg & Syngjoo Choi & Julian C. Jamison & Egon Tripodi, 2021. "Socio-demographic factors associated with self-protecting behavior during the Covid-19 pandemic," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(2), pages 691-738, April.
    10. Mitze, Timo & Kosfeld, Reinhold & Rode, Johannes & Wälde, Klaus, 2020. "Face masks considerably reduce COVID-19 cases in Germany," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 124130, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    11. Belot, Michèle & Choi, Syngjoo & Jamison, Julian C. & Papageorge, Nicholas W. & Tripodi, Egon & van den Broek-Altenburg, Eline, 2020. "Six-Country Survey on COVID-19," IZA Discussion Papers 13230, Institute of Labor Economics (IZA).
    12. Timothy Besley, 2016. "The Contributions of Angus Deaton," Scandinavian Journal of Economics, Wiley Blackwell, vol. 118(3), pages 375-396, July.
    13. Martin Ravallion, 2020. "On Measuring Global Poverty," Annual Review of Economics, Annual Reviews, vol. 12(1), pages 167-188, August.
    14. David E. Bloom & Michael Kuhn & Klaus Prettner, 2022. "Modern Infectious Diseases: Macroeconomic Impacts and Policy Responses," Journal of Economic Literature, American Economic Association, vol. 60(1), pages 85-131, March.
    15. Goenka, Aditya & Liu, Lin & Nguyen, Manh-Hung, 2014. "Infectious diseases and economic growth," Journal of Mathematical Economics, Elsevier, vol. 50(C), pages 34-53.
    16. Adams-Prassl, A. & Boneva, T. & Golin, M & Rauh, C., 2020. "Inequality in the Impact of the Coronavirus Shock: New Survey Evidence for the US," Cambridge Working Papers in Economics 2022, Faculty of Economics, University of Cambridge.
    17. Coibion, Olivier & Gorodnichenko, Yuriy & Weber, Michael, 2020. "The Cost of the COVID-19 Crisis: Lockdowns, Macroeconomic Expectations, and Consumer Spending," Department of Economics, Working Paper Series qt4jn1x65h, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    18. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    19. Kim, Junghwan & Kwan, Mei-Po, 2021. "The impact of the COVID-19 pandemic on people's mobility: A longitudinal study of the U.S. from March to September of 2020," Journal of Transport Geography, Elsevier, vol. 93(C).
    20. Kraay, Aart & McKenzie, David, 2014. "Do poverty traps exist ?," Policy Research Working Paper Series 6835, The World Bank.
    21. Egger, Dennis & Miguel, Edward & Warren, Shana S. & Shenoy, Ashish & Collins, Elliott & Karlan, Dean & Parkerson, Doug & Mobarak, A. Mushfiq & Fink, Günther & Udry, Christopher & Walker, Michael & Hau, 2021. "Falling living standards during the COVID-19 crisis: Quantitative evidence from nine developing countries," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 7(6), pages 1-1.
    22. Robert West & Susan Michie & G. James Rubin & Richard Amlôt, 2020. "Applying principles of behaviour change to reduce SARS-CoV-2 transmission," Nature Human Behaviour, Nature, vol. 4(5), pages 451-459, May.
    23. Olga Cantó & Francesco Figari & Carlo V. Fiorio & Sarah Kuypers & Sarah Marchal & Marina Romaguera‐de‐la‐Cruz & Iva V. Tasseva & Gerlinde Verbist, 2022. "Welfare Resilience at the Onset of COVID‐19 Pandemic in a Selection of European Countries: Impact on Public Finance and Household Incomes," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 68(2), pages 293-322, June.
    24. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    25. Christopher B. Barrett & Michael R. Carter, 2013. "The Economics of Poverty Traps and Persistent Poverty: Empirical and Policy Implications," Journal of Development Studies, Taylor & Francis Journals, vol. 49(7), pages 976-990, July.
    26. Andy Sumner & Eduardo Ortiz-Juarez & Christopher Hoy, 2022. "Measuring global poverty before and during the pandemic: a political economy of overoptimism," Third World Quarterly, Taylor & Francis Journals, vol. 43(1), pages 1-17, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Dang, Hai-Anh H. & Trinh, Trong-Anh, 2020. "Does the COVID-19 Pandemic Improve Global Air Quality? New Cross-national Evidence on Its Unintended Consequences," GLO Discussion Paper Series 606, Global Labor Organization (GLO).
    2. Hai-Anh H. Dang & Trong-Anh Trinh, 2022. "The Beneficial Impacts of COVID-19 Lockdowns on Air Pollution: Evidence from Vietnam," Journal of Development Studies, Taylor & Francis Journals, vol. 58(10), pages 1917-1933, October.
    3. Duc Tien Nguyen & An Thanh T. Chu, 2020. "Weathering The Storm: Viet Nams Legal And Policy Measures In The Time Of Covid-19," Public administration issues, Higher School of Economics, issue 6, pages 7-32.
    4. Michèle Belot & Syngjoo Choi & Egon Tripodi & Eline van den Broek-Altenburg & Julian C. Jamison & Nicholas W. Papageorge, 2021. "Unequal consequences of Covid 19: representative evidence from six countries," Review of Economics of the Household, Springer, vol. 19(3), pages 769-783, September.
    5. Hai-Anh Dang & Minh Do, 2022. "COVID-19 Pandemic and the Health and Well-being of Vulnerable People in Vietnam," Working Papers 628, ECINEQ, Society for the Study of Economic Inequality.
    6. Putra, Rendra A.A. & Ovsiannikov, Kostiantyn & Kotani, Koji, 2023. "COVID-19-associated income loss and job loss: Evidence from Indonesia," Journal of Asian Economics, Elsevier, vol. 87(C).
    7. Hai-Anh H. Dang & Peter F. Lanjouw, 2023. "Regression-based imputation for poverty measurement in data-scarce settings," Chapters, in: Jacques Silber (ed.), Research Handbook on Measuring Poverty and Deprivation, chapter 13, pages 141-150, Edward Elgar Publishing.
    8. Dang, Hai-Anh H. & Lanjouw, Peter F., 2021. "Data Scarcity and Poverty Measurement," GLO Discussion Paper Series 904, Global Labor Organization (GLO).
    9. David E. Bloom & Michael Kuhn & Klaus Prettner, 2022. "Modern Infectious Diseases: Macroeconomic Impacts and Policy Responses," Journal of Economic Literature, American Economic Association, vol. 60(1), pages 85-131, March.
    10. Dang, Hai-Anh H. & Malesky, Edmund & Nguyen, Cuong Viet, 2020. "Inequality and Support for Government Responses to COVID-19," GLO Discussion Paper Series 694, Global Labor Organization (GLO).
    11. Anubhab Gupta & Heng Zhu & Miki Khanh Doan & Aleksandr Michuda & Binoy Majumder, 2021. "Economic Impacts of the COVID−19 Lockdown in a Remittance‐Dependent Region," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(2), pages 466-485, March.
    12. Rinzin Choden & Piriya Pholphirul, 2024. "Employment Adjustment During the Initial Outbreak of COVID-19: Empirical Evidence from Tourism Workers in Bhutan," South Asia Economic Journal, Institute of Policy Studies of Sri Lanka, vol. 25(1), pages 74-95, March.
    13. Qi Zhang & Xinxin Zhang & Qi Cui & Weining Cao & Ling He & Yexin Zhou & Xiaofan Li & Yunpeng Fan, 2022. "The Unequal Effect of the COVID-19 Pandemic on the Labour Market and Income Inequality in China: A Multisectoral CGE Model Analysis Coupled with a Micro-Simulation Approach," IJERPH, MDPI, vol. 19(3), pages 1-21, January.
    14. Iris Vilnai-Yavetz & Anat Rafaeli, 2021. "Workspace Integration and Sustainability: Linking the Symbolic and Social Affordances of the Workspace to Employee Wellbeing," Sustainability, MDPI, vol. 13(21), pages 1-22, October.
    15. Prakash Kumar Paudel & Rabin Bastola & Sanford D. Eigenbrode & Amaël Borzée & Santosh Thapa & Dana Rad & Jayaraj Vijaya Kumaran & Suganthi Appalasamy & Mohammad Mosharraf Hossain & Anirban Ash & Raju , 2022. "Perspectives of scholars on the origin, spread and consequences of COVID-19 are diverse but not polarized," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-11, December.
    16. Aubert, Cécile & Dang, Hai-Anh H & Nguyen, Manh-Hung, 2022. "The Unequal Impact of the COVID Pandemic: Theory and Evidence on Health and Economic Outcomes for Different Income Groups," IZA Discussion Papers 15396, Institute of Labor Economics (IZA).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Dang, Hai-Anh H. & Nguyen, Cuong Viet & Carletto, Calogero, 2023. "Did a successful fight against COVID-19 come at a cost? Impacts of the pandemic on employment outcomes in Vietnam," World Development, Elsevier, vol. 161(C).
    2. Stefanie Huber, 2022. "SHE canÕt afford it and HE doesnÕt want it: The gender gap in the COVID-19 consumption response," Tinbergen Institute Discussion Papers 22-029/II, Tinbergen Institute.
    3. Giulia Bettin & Isabella Giorgetti & Stefano Staffolani, 2024. "The impact of Covid-19 lockdown on the gender gap in the Italian labour market," Review of Economics of the Household, Springer, vol. 22(1), pages 1-33, March.
    4. Jung, Haeil & Kim, Jun Hyung & Hong, Gihyeon, 2023. "Impacts of the COVID-19 crisis on single-person households in South Korea," Journal of Asian Economics, Elsevier, vol. 84(C).
    5. Nicholas W. Papageorge & Matthew V. Zahn & Michèle Belot & Eline Broek-Altenburg & Syngjoo Choi & Julian C. Jamison & Egon Tripodi, 2021. "Socio-demographic factors associated with self-protecting behavior during the Covid-19 pandemic," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(2), pages 691-738, April.
    6. Kugler, Maurice & Viollaz, Mariana & Duque, Daniel & Gaddis, Isis & Newhouse, David & Palacios-Lopez, Amparo & Weber, Michael, 2023. "How did the COVID-19 crisis affect different types of workers in the developing world?," World Development, Elsevier, vol. 170(C).
    7. Adermon, Adrian & Laun, Lisa & Lind, Patrik & Olsson, Martin & Sauermann, Jan & Sjögren , Anna, 2022. "Earnings losses and the role of the welfare state during the COVID-19 pandemic: evidence from Sweden," Working Paper Series 2022:20, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    8. Hai-Anh H. Dang & Cuong Viet Nguyen, 2024. "Agricultural Production as a Coping Strategy during the Covid-19 Pandemic? Evidence from Rural Viet Nam," Working Papers DP-2023-23, Economic Research Institute for ASEAN and East Asia (ERIA).
    9. Cseres-Gergely, Zsombor & Kecht, Valentin & Le Blanc, Julia & Onorante, Luca, 2024. "The economic impact of general vs. targeted lockdowns: New insights from Italian municipalities," Economic Modelling, Elsevier, vol. 134(C).
    10. Fukai, Taiyo & Ikeda, Masato & Kawaguchi, Daiji & Yamaguchi, Shintaro, 2023. "COVID-19 and the employment gender gap in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 68(C).
    11. Christoph Görtz & Danny McGowan & Mallory Yeromonahos, 2023. "Furlough and Household Financial Distress during the COVID‐19 Pandemic," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 85(6), pages 1157-1184, December.
    12. Aditya Goenka & Lin Liu & Manh-Hung Nguyen, 2021. "Modeling optimal quarantines with waning immunity," Discussion Papers 21-10, Department of Economics, University of Birmingham.
    13. Hai-Anh Dang & Minh Do, 2022. "COVID-19 Pandemic and the Health and Well-being of Vulnerable People in Vietnam," Working Papers 628, ECINEQ, Society for the Study of Economic Inequality.
    14. Aubert, Cécile & Dang, Hai-Anh H & Nguyen, Manh-Hung, 2022. "The Unequal Impact of the COVID Pandemic: Theory and Evidence on Health and Economic Outcomes for Different Income Groups," IZA Discussion Papers 15396, Institute of Labor Economics (IZA).
    15. Fukai, Taiyo & Ikeda, Masato & Kawaguchi, Daiji & Yamaguchi, Shintaro, 2021. "COVID-19 and the Employment Gender Gap," IZA Discussion Papers 14711, Institute of Labor Economics (IZA).
    16. Abel Brodeur & David Gray & Anik Islam & Suraiya Bhuiyan, 2021. "A literature review of the economics of COVID‐19," Journal of Economic Surveys, Wiley Blackwell, vol. 35(4), pages 1007-1044, September.
    17. Arpit Gupta & Anup Malani & Bartosz Woda, 2021. "Inequality in India Declined During COVID," NBER Working Papers 29597, National Bureau of Economic Research, Inc.
    18. Juan Duran-Vanegas, 2022. "Gender Gaps in the Labor Market Effects of COVID-19: Evidence for Mexico," Trinity Economics Papers tep0422, Trinity College Dublin, Department of Economics, revised May 2022.
    19. Fiaschi, Davide & Tealdi, Cristina, 2023. "The attachment of adult women to the Italian labour market in the shadow of COVID-19," Labour Economics, Elsevier, vol. 83(C).
    20. Janz, Teresa & Augsburg, Britta & Gassmann, Franziska & Nimeh, Zina, 2023. "Leaving no one behind: Urban poverty traps in Sub-Saharan Africa," World Development, Elsevier, vol. 172(C).

    More about this item

    Keywords

    COVID-19; Poverty; Income quintiles; Behavior changes; D00; H00; I1; I3; O1;
    All these keywords.

    JEL classification:

    • D00 - Microeconomics - - General - - - General
    • H00 - Public Economics - - General - - - General
    • I1 - Health, Education, and Welfare - - Health
    • I3 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty
    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eme:jedpps:jed-06-2023-0107. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Emerald Support (email available below). General contact details of provider: .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.