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The first wave of the COVID‐19 pandemic and its impact on socioeconomic inequality in psychological distress in the UK

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  • Apostolos Davillas
  • Andrew M Jones

Abstract

We use data from the UK Household Longitudinal Study (UKHLS) to compare measures of socioeconomic inequality in psychological distress, measured by the General Health Questionnaire (GHQ), before (Waves 9 and the Interim 2019 Wave) and during the first wave of the COVID‐19 pandemic (April to July 2020). Based on a caseness measure, the prevalence of psychological distress increased from 18.5% to 27.7% between the 2019 Wave and April 2020 with some reversion to earlier levels in subsequent months. Also, there was a systematic increase in total inequality in the Likert GHQ‐12 score. However, measures of relative socioeconomic inequality have not increased. A Shapley‐Shorrocks decomposition analysis shows that during the peak of the first wave of the pandemic (April 2020) other socioeconomic factors declined in their share of socioeconomic inequality, while age and gender account for a larger share. The most notable increase is evident for younger women. The contribution of working in an industry related to the COVID‐19 response played a small role at Wave 9 and the Interim 2019 Wave, but more than tripled its share in April 2020. As the first wave of COVID‐19 progressed, the contribution of demographics declined from their peak level in April and chronic health conditions, housing conditions, and neighbourhood characteristics increased their contributions to socioeconomic inequality.

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  • Apostolos Davillas & Andrew M Jones, 2021. "The first wave of the COVID‐19 pandemic and its impact on socioeconomic inequality in psychological distress in the UK," Health Economics, John Wiley & Sons, Ltd., vol. 30(7), pages 1668-1683, July.
    • Handle: RePEc:wly:hlthec:v:30:y:2021:i:7:p:1668-1683
    DOI: 10.1002/hec.4275
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    1. Wilson, Jessica & Demou, Evangelia & Kromydas, Theocharis, 2024. "COVID-19 lockdowns and working women's mental health: Does motherhood and size of workplace matter? A comparative analysis using understanding society," Social Science & Medicine, Elsevier, vol. 340(C).
    2. Brunori, Paolo & Davillas, Apostolos & Jones, Andrew M. & Scarchilli, Giovanna, 2022. "Model-based Recursive Partitioning to Estimate Unfair Health Inequalities in the United Kingdom Household Longitudinal Study," Journal of Economic Behavior & Organization, Elsevier, vol. 204(C), pages 543-565.
    3. Eugenio Proto & Climent Quintana-Domeque, 2020. "COVID-19 and Mental Health Deterioration among BAME groups in the UK," Working Papers 2020_16, Business School - Economics, University of Glasgow.
    4. Vincenzo Carrieri & Andrew M. Jones, 2018. "Inequality of opportunity in health: A decomposition‐based approach," Health Economics, John Wiley & Sons, Ltd., vol. 27(12), pages 1981-1995, December.
    5. Gema Zamarro & María J. Prados, 2021. "Gender differences in couples’ division of childcare, work and mental health during COVID-19," Review of Economics of the Household, Springer, vol. 19(1), pages 11-40, March.
    6. Oreffice, Sonia & Quintana-Domeque, Climent, 2021. "Gender inequality in COVID-19 times: evidence from UK prolific participants," Journal of Demographic Economics, Cambridge University Press, vol. 87(2), pages 261-287, June.
    7. John E. Roemer & Alain Trannoy, 2016. "Equality of Opportunity: Theory and Measurement," Journal of Economic Literature, American Economic Association, vol. 54(4), pages 1288-1332, December.
    8. 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).
    9. Burlinson, Andrew & Davillas, Apostolos & Giulietti, Monica & Price, Catherine Waddams, 2024. "Household energy price resilience in the face of gas and electricity market crises," Energy Economics, Elsevier, vol. 132(C).
    10. Florence Jusot & Sandy Tubeuf & Alain Trannoy, 2013. "Circumstances And Efforts: How Important Is Their Correlation For The Measurement Of Inequality Of Opportunity In Health?," Health Economics, John Wiley & Sons, Ltd., vol. 22(12), pages 1470-1495, December.
    11. Kai Pan & Xiao-Guang Yue, 2022. "Multidimensional effect of covid-19 on the economy: evidence from survey data," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 1658-1685, December.
    12. Lina Anaya & Peter Howley & Muhammad Waqas & Gaston Yalonetzky, 2024. "Locked down in distress: A quasi‐experimental estimation of the mental‐health fallout from the COVID‐19 pandemic," Economic Inquiry, Western Economic Association International, vol. 62(1), pages 56-73, January.
    13. Brodeur, Abel & Clark, Andrew E. & Fleche, Sarah & Powdthavee, Nattavudh, 2021. "COVID-19, lockdowns and well-being: Evidence from Google Trends," Journal of Public Economics, Elsevier, vol. 193(C).
    14. Belloni, Michele & Carrino, Ludovico & Meschi, Elena, 2022. "The impact of working conditions on mental health: Novel evidence from the UK," Labour Economics, Elsevier, vol. 76(C).
    15. García-Prado, Ariadna & González, Paula & Rebollo-Sanz, Yolanda F., 2022. "Lockdown strictness and mental health effects among older populations in Europe," Economics & Human Biology, Elsevier, vol. 45(C).
    16. Barili, E. & Grembi, V. & Rosso, A.C., 2021. "Women in Distress: Mental Health and the COVID-19 Pandemic," Health, Econometrics and Data Group (HEDG) Working Papers 21/07, HEDG, c/o Department of Economics, University of York.
    17. Pedro Rosa Dias, 2009. "Inequality of opportunity in health: evidence from a UK cohort study," Health Economics, John Wiley & Sons, Ltd., vol. 18(9), pages 1057-1074, September.
    18. Zhiming Cheng & Silvia Mendolia & Alfredo R. Paloyo & David A. Savage & Massimiliano Tani, 2021. "Working parents, financial insecurity, and childcare: mental health in the time of COVID-19 in the UK," Review of Economics of the Household, Springer, vol. 19(1), pages 123-144, March.
    19. Maheswaran, Hendramoorthy & Kupek, Emil & Petrou, Stavros, 2015. "Self-reported health and socio-economic inequalities in England, 1996–2009: Repeated national cross-sectional study," Social Science & Medicine, Elsevier, vol. 136, pages 135-146.
    20. Yi Cheng & Muhammad Nadeem & Shamsheer ul Haq & Kyalisiima Prisca & Babar Aziz & Muhammad Imran & Pomi Shahbaz, 2022. "Maintaining Quality of Life during the Pandemic: Managing Economic, Social, and Health Well-Being Amid the COVID-19 Crisis of Agricultural Entrepreneurs," Sustainability, MDPI, vol. 14(23), pages 1-15, November.
    21. Xavier Ramos & Dirk gaer, 2016. "Approaches To Inequality Of Opportunity: Principles, Measures And Evidence," Journal of Economic Surveys, Wiley Blackwell, vol. 30(5), pages 855-883, December.
    22. Vincenzo Carrieri & Apostolos Davillas & Andrew M. Jones, 2020. "A latent class approach to inequity in health using biomarker data," Health Economics, John Wiley & Sons, Ltd., vol. 29(7), pages 808-826, July.
    23. Titan Alon & Matthias Doepke & Jane Olmstead-Rumsey & Michèle Tertilt, 2020. "The Impact of COVID-19 on Gender Equality," CRC TR 224 Discussion Paper Series crctr224_2020_163, University of Bonn and University of Mannheim, Germany.
    24. Alain Trannoy & Sandy Tubeuf & Florence Jusot & Marion Devaux, 2010. "Inequality of opportunities in health in France: a first pass," Health Economics, John Wiley & Sons, Ltd., vol. 19(8), pages 921-938, August.
    25. FLEURBAEY, Marc & SCHOKKAERT, Erik, 2011. "Equity in health and health care," LIDAM Discussion Papers CORE 2011026, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    26. Davillas, Apostolos & Jones, Andrew M, 2020. "Ex ante inequality of opportunity in health, decomposition and distributional analysis of biomarkers," Journal of Health Economics, Elsevier, vol. 69(C).
    27. Evgenia Anastasiou & Marie-Noelle Duquenne, 2021. "First-Wave COVID-19 Pandemic in Greece: The Role of Demographic, Social, and Geographical Factors in Life Satisfaction during Lockdown," Social Sciences, MDPI, vol. 10(6), pages 1-12, May.
    28. Tani, Massimiliano & Cheng, Zhiming & Mendolia, Silvia & Paloyo, Alfredo R. & Savage, David, 2020. "Working Parents, Financial Insecurity, and Child-Care: Mental Health in the Time of COVID-19," IZA Discussion Papers 13588, Institute of Labor Economics (IZA).
    29. Bettina Siflinger & Michaela Paffenholz & Sebastian Seitz & Moritz Mendel & Hans-Martin von Gaudecker, 2021. "The COVID-19 Pandemic and Mental Health: Disentangling Crucial Channels," CRC TR 224 Discussion Paper Series crctr224_2021_271, University of Bonn and University of Mannheim, Germany.
    30. Anthony Shorrocks, 2013. "Decomposition procedures for distributional analysis: a unified framework based on the Shapley value," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 11(1), pages 99-126, March.
    31. Fleurbaey, Marc & Schokkaert, Erik, 2009. "Unfair inequalities in health and health care," Journal of Health Economics, Elsevier, vol. 28(1), pages 73-90, January.
    32. Lanlin Ding & Andrew M. Jones & Peng Nie, 2022. "Ex ante Inequality of Opportunity in Health among the Elderly in China: A Distributional Decomposition Analysis of Biomarkers," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 68(4), pages 922-950, December.
    33. Kristina Czura & Florian Englmaier & Hoa Ho & Lisa Spantig, 2023. "Employee Performance and Mental Well-Being: The Mitigating Effects of Transformational Leadership during Crisis," Rationality and Competition Discussion Paper Series 412, CRC TRR 190 Rationality and Competition.
    34. Giovanni Busetta & Maria Gabriella Campolo & Demetrio Panarello, 2023. "Economic expectations and anxiety during the COVID-19 pandemic: a one-year longitudinal evaluation on Italian university students," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(1), pages 59-76, February.
    35. Madia, Joan E. & Moscone, Francesco & Nicodemo, Catia, 2023. "Studying informal care during the pandemic: mental health, gender and job status," Economics & Human Biology, Elsevier, vol. 50(C).
    36. Aurélie Wagener & Céline Stassart & Anne-Marie Etienne, 2022. "At the Peak of the Second Wave of COVID-19, Did Millennials Show Different Emotional Responses from Older Adults?," IJERPH, MDPI, vol. 19(10), pages 1-14, May.
    37. Francisco H. G. Ferreira & Jérémie Gignoux, 2011. "The Measurement Of Inequality Of Opportunity: Theory And An Application To Latin America," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 57(4), pages 622-657, December.
    38. Pilar García‐Gómez & Erik Schokkaert & Tom Van Ourti & Teresa Bago d'Uva, 2015. "Inequity in the Face of Death," Health Economics, John Wiley & Sons, Ltd., vol. 24(10), pages 1348-1367, October.
    39. NMP Verma & Ravi Kant, 2021. "Macroeconomic Pandemic Panorama of Developing Economies: A Special Case of Indian Economy," Journal of Contemporary Research in Social Sciences, Learning Gate, vol. 3(4), pages 101-113.
    40. Francisco H.G. Ferreira & Jérémie Gignoux, 2011. "The Measurement of Inequality of Inequality of Opportunity: Theory and an Application to Latin America," PSE-Ecole d'économie de Paris (Postprint) halshs-00754503, HAL.
    41. Burlinson, Andrew & Davillas, Apostolos & Giulietti, Monica, 2023. "Socioeconomic Inequality in Low-Carbon Technology Adoption," IZA Discussion Papers 16114, Institute of Labor Economics (IZA).
    42. Pedro Rosa Dias, 2010. "Modelling opportunity in health under partial observability of circumstances," Health Economics, John Wiley & Sons, Ltd., vol. 19(3), pages 252-264, March.
    43. Ashley Burdett & Apostolos Davillas & Ben Etheridge, 2021. "Weather, mental health, and mobility during the first wave of the COVID‐19 pandemic," Health Economics, John Wiley & Sons, Ltd., vol. 30(9), pages 2296-2306, September.
    44. David W. Johnston & Claryn S. J. Kung & Michael A. Shields, 2021. "Who is resilient in a time of crisis? The importance of financial and non‐financial resources," Health Economics, John Wiley & Sons, Ltd., vol. 30(12), pages 3051-3073, December.
    45. Tao, Yinhua & Petrović, Ana & van Ham, Maarten, 2023. "Working from home and subjective wellbeing during the COVID-19 pandemic: The role of pre-COVID-19 commuting distance and mode choices," Journal of Transport Geography, Elsevier, vol. 112(C).
    46. Barili, Emilia & Grembi, Veronica & Rosso, Anna C., 2023. "Mental health between present issues and future expectations," Health Policy, Elsevier, vol. 128(C), pages 42-48.
    47. Colella, Sara & Dufourt, Frédéric & Hildebrand, Vincent A. & Vivès, Rémi, 2023. "Mental health effects of COVID-19 lockdowns: A Twitter-based analysis," Economics & Human Biology, Elsevier, vol. 51(C).
    48. Florian Wendelspiess Chavez Juarez & Isidro Soloaga, 2014. "iop: Estimating ex-ante inequality of opportunity," Stata Journal, StataCorp LP, vol. 14(4), pages 830-846, December.
    49. repec:dau:papers:123456789/5065 is not listed on IDEAS
    50. Edward J. D. Webb & Paul Kind & David Meads & Adam Martin, 2021. "Does a health crisis change how we value health?," Health Economics, John Wiley & Sons, Ltd., vol. 30(10), pages 2547-2560, September.
    51. Apostolos Davillas & Michaela Benzeval & Meena Kumari, 2016. "Association of Adiposity and Mental Health Functioning across the Lifespan: Findings from Understanding Society (The UK Household Longitudinal Study)," PLOS ONE, Public Library of Science, vol. 11(2), pages 1-19, February.
    52. Xiaoying Gao & Apostolos Davillas & Andrew M. Jones, 2022. "The Covid‐19 pandemic and its impact on socioeconomic inequality in psychological distress in the United Kingdom: An update," Health Economics, John Wiley & Sons, Ltd., vol. 31(5), pages 912-920, May.
    53. James Banks & Xiaowei Xu, 2020. "The Mental Health Effects of the First Two Months of Lockdown during the COVID‐19 Pandemic in the UK," Fiscal Studies, John Wiley & Sons, vol. 41(3), pages 685-708, September.
    54. Burlinson, Andrew & Giulietti, Monica & Law, Cherry & Liu, Hui-Hsuan, 2021. "Fuel poverty and financial distress," Energy Economics, Elsevier, vol. 102(C).
    55. Eugenio Proto & Climent Quintana-Domeque, 2021. "COVID-19 and mental health deterioration by ethnicity and gender in the UK," PLOS ONE, Public Library of Science, vol. 16(1), pages 1-16, January.
    56. Chan, Ho Fai & Cheng, Zhiming & Mendolia, Silvia & Paloyo, Alfredo R. & Tani, Massimiliano & Proulx, Damon & Savage, David & Torgler, Benno, 2022. "Societal Movement Restrictions and Adverse Mental Health Outcomes," IZA Discussion Papers 15111, Institute of Labor Economics (IZA).
    57. repec:dau:papers:123456789/268 is not listed on IDEAS
    58. Gaggero, Alessio & Fernández-Pérez, Ángel & Jiménez-Rubio, Dolores, 2022. "Effect of the COVID-19 pandemic on depression in older adults: A panel data analysis," Health Policy, Elsevier, vol. 126(9), pages 865-871.
    59. Sucharita Ghosh & Francesco Renna, 2022. "An empirical analysis of the early impact of Covid-19 on income-related inequality in household stress," International Review of Applied Economics, Taylor & Francis Journals, vol. 36(5-6), pages 627-646, November.
    60. Muzhi Zhou & Man-Yee Kan, 2021. "The varying impacts of COVID-19 and its related measures in the UK: A year in review," PLOS ONE, Public Library of Science, vol. 16(9), pages 1-21, September.
    61. Joseph Deutsch & María Noel Pi Alperin & Jacques Silber, 2018. "Using the Shapley Decomposition to Disentangle the Impact of Circumstances and Efforts on Health Inequality," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 138(2), pages 523-543, July.
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    JEL classification:

    • C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General
    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I14 - Health, Education, and Welfare - - Health - - - Health and Inequality

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