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Job loss and mental health during the COVID-19 lockdown: Evidence from South Africa

Author

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  • Dorrit Posel
  • Adeola Oyenubi
  • Umakrishnan Kollamparambil

Abstract

Objectives: Existing literature on how employment loss affects depression has struggled to address potential endogeneity bias caused by reverse causality. The COVID-19 pandemic offers a unique natural experiment because the source of unemployment is very likely to be exogenous to the individual. This study assessed the effect of job loss and job furlough on the mental health of individuals in South Africa during the COVID-19 pandemic. Data and methods: The data for the study came from the first and second waves of the national survey, the National Income Dynamics-Coronavirus Rapid Mobile Survey (NIDS-CRAM), conducted during May-June and July-August 2020, respectively. The sample for NIDS-CRAM was drawn from an earlier national survey, conducted in 2017, which had collected data on mental health. Questions on depressive symptoms during the lockdown were asked in Wave 2 of NIDS-CRAM, using a 2-question version of the Patient Health Questionnaire (PHQ-2). The PHQ-2 responses (0–6 on the discrete scale) were regrouped into four categories making the ordered logit regression model the most suited for assessing the impact of employment status on depressive symptoms. Results: The study revealed that adults who retained paid employment during the COVID-19 lockdown had significantly lower depression scores than adults who lost employment. The benefits of employment also accumulated over time, underscoring the effect of unemployment duration on mental health. The analysis revealed no mental health benefits to being furloughed (on unpaid leave), but paid leave had a strong and significant positive effect on the mental health of adults. Conclusions: The economic fallout of the COVID-19 pandemic resulted in unprecedented job losses, which impaired mental wellbeing significantly. Health policy responses to the crisis therefore need to focus on both physical and mental health interventions.

Suggested Citation

  • Dorrit Posel & Adeola Oyenubi & Umakrishnan Kollamparambil, 2021. "Job loss and mental health during the COVID-19 lockdown: Evidence from South Africa," PLOS ONE, Public Library of Science, vol. 16(3), pages 1-15, March.
    • Handle: RePEc:plo:pone00:0249352
    DOI: 10.1371/journal.pone.0249352
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    References listed on IDEAS

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    1. Abhijit Banerjee & Sebastian Galiani & Jim Levinsohn & Zoë McLaren & Ingrid Woolard, 2008. "Why has unemployment risen in the New South Africa?1," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 16(4), pages 715-740, October.
    2. Ling Ting & Umakrishnan Kollamparambil, 2015. "Nature and determinants of household retirement savings behaviour in South Africa," Development Southern Africa, Taylor & Francis Journals, vol. 32(6), pages 675-696, November.
    3. John Fitzgerald & Peter Gottschalk & Robert Moffitt, 1998. "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of Income Dynamics," Journal of Human Resources, University of Wisconsin Press, vol. 33(2), pages 251-299.
    4. Evans-Lacko, Sara & Knapp, Martin & McCrone, Paul & Thornicroft, Graham & Mojtabai, Ramin, 2013. "The mental health consequences of the recession: economic hardship and employment of people with mental health problems in 27 European countries," LSE Research Online Documents on Economics 51632, London School of Economics and Political Science, LSE Library.
    5. Jahoda,Marie, 1982. "Employment and Unemployment," Cambridge Books, Cambridge University Press, number 9780521285865, January.
    6. Dorrit Posel & Michael Rogan, 2012. "Gendered trends in poverty in the post-apartheid period, 1997--2006," Development Southern Africa, Taylor & Francis Journals, vol. 29(1), pages 97-113, March.
    7. 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.
    8. Das, Jishnu & Do, Quy-Toan & Friedman, Jed & McKenzie, David & Scott, Kinnon, 2007. "Mental health and poverty in developing countries: Revisiting the relationship," Social Science & Medicine, Elsevier, vol. 65(3), pages 467-480, August.
    9. Chijioke O. Nwosu, 2018. "The relationship between employment and mental and physical health in South Africa," Development Southern Africa, Taylor & Francis Journals, vol. 35(2), pages 145-162, March.
    10. Graetz, Brian, 1993. "Health consequences of employment and unemployment: Longitudinal evidence for young men and women," Social Science & Medicine, Elsevier, vol. 36(6), pages 715-724, March.
    11. Ihsaan Bassier & Joshua Budlender & Rocco Zizzamia & Ronak Jain, 2023. "The labour market and poverty impacts of COVID‐19 in South Africa," South African Journal of Economics, Economic Society of South Africa, vol. 91(4), pages 419-445, December.
    12. Gabrielle Wills & Servaas van der Berg & Leila Patel & Bokang Mpeta, 2020. "Household resource flows and food poverty during South Africa’s lockdown: Short-term policy implications for three channels of social protection," Working Papers 22/2020, Stellenbosch University, Department of Economics.
    13. 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.
    14. Sara Evans-Lacko & Martin Knapp & Paul McCrone & Graham Thornicroft & Ramin Mojtabai, 2013. "The Mental Health Consequences of the Recession: Economic Hardship and Employment of People with Mental Health Problems in 27 European Countries," PLOS ONE, Public Library of Science, vol. 8(7), pages 1-7, July.
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