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Tuberculosis and labour market participation: Evidence from South Africa

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  • Helena Ting
  • Martina Bozzola
  • Chiara Ravetti

Abstract

Tuberculosis (TB) is one of the leading causes of death from an infectious disease, but its micro‐economic impacts on labour market participation remain poorly understood. We analyse the relationship between TB and employment outcomes in South Africa, one of the countries with the highest TB disease burden worldwide, using individual‐level panel data from 2008 to 2017. Applying a coarsened exact matching methodology, we find that contracting TB entails a 5% lower probability of entering the formal labour market. Moreover, TB and its associated employment changes go hand in hand with corresponding reductions in individual income but not in household income and expenditure.

Suggested Citation

  • Helena Ting & Martina Bozzola & Chiara Ravetti, 2024. "Tuberculosis and labour market participation: Evidence from South Africa," South African Journal of Economics, Economic Society of South Africa, vol. 92(4), pages 444-474, December.
    • Handle: RePEc:bla:sajeco:v:92:y:2024:i:4:p:444-474
    DOI: 10.1111/saje.12385
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    1. Kim Engle & Cecil Mlatsheni, 2017. "The extent of churn in the South African youth labour market: Evidence from NIDS 2008-2015," SALDRU Working Papers 201, Southern Africa Labour and Development Research Unit, University of Cape Town.
    2. James Levinsohn & Zoë M. McLaren & Olive Shisana & Khangelani Zuma, 2013. "HIV Status and Labor Market Participation in South Africa," The Review of Economics and Statistics, MIT Press, vol. 95(1), pages 98-108, March.
    3. Foster, Nicola & Vassall, Anna & Cleary, Susan & Cunnama, Lucy & Churchyard, Gavin & Sinanovic, Edina, 2015. "The economic burden of TB diagnosis and treatment in South Africa," Social Science & Medicine, Elsevier, vol. 130(C), pages 42-50.
    4. Declan French & Jonathan Brink & Till Bärnighausen, 2019. "Early HIV treatment and labour outcomes: A case study of mining workers in South Africa," Health Economics, John Wiley & Sons, Ltd., vol. 28(2), pages 204-218, February.
    5. Chijioke O. Nwosu & Ingrid Woolard, 2017. "The Impact of Health on Labour Force Participation in South Africa," South African Journal of Economics, Economic Society of South Africa, vol. 85(4), pages 481-490, December.
    6. Narges Alipanah & Leah Jarlsberg & Cecily Miller & Nguyen Nhat Linh & Dennis Falzon & Ernesto Jaramillo & Payam Nahid, 2018. "Adherence interventions and outcomes of tuberculosis treatment: A systematic review and meta-analysis of trials and observational studies," PLOS Medicine, Public Library of Science, vol. 15(7), pages 1-44, July.
    7. Manoj Mohanan, 2013. "Causal Effects of Health Shocks on Consumption and Debt: Quasi-Experimental Evidence from Bus Accident Injuries," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 673-681, May.
    8. Lönnroth, Knut & Jaramillo, Ernesto & Williams, Brian G. & Dye, Christopher & Raviglione, Mario, 2009. "Drivers of tuberculosis epidemics: The role of risk factors and social determinants," Social Science & Medicine, Elsevier, vol. 68(12), pages 2240-2246, June.
    9. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2012. "Causal Inference without Balance Checking: Coarsened Exact Matching," Political Analysis, Cambridge University Press, vol. 20(1), pages 1-24, January.
    10. Gabriel Espi-Sanchis & Murray Leibbrandt & Vimal Ranchhod, 2022. "Age, employment and labour force participation outcomes in COVID-era South Africa," Development Southern Africa, Taylor & Francis Journals, vol. 39(5), pages 664-688, September.
    11. 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.
    12. Ho, Daniel E. & Imai, Kosuke & King, Gary & Stuart, Elizabeth A., 2007. "Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference," Political Analysis, Cambridge University Press, vol. 15(3), pages 199-236, July.
    13. Ravetti, Chiara & Sarr, Mare & Munene, Daniel & Swanson, Tim, 2019. "Discrimination and favouritism among South African workers: Ethnic identity and union membership," World Development, Elsevier, vol. 123(C), pages 1-1.
    14. Kochar, Anjini, 1995. "Explaining Household Vulnerability to Idiosyncratic Income Shocks," American Economic Review, American Economic Association, vol. 85(2), pages 159-164, May.
    15. Sanyu A. Mojola & Erin Ice & Enid Schatz & Nicole Angotti & Brian Houle & F. Xavier Gómez‐Olivé, 2022. "The Meaning of Health in Rural South Africa: Gender, the Life Course, and the Socioepidemiological Context," Population and Development Review, The Population Council, Inc., vol. 48(4), pages 1061-1095, December.
    16. Paul Gertler & Jonathan Gruber, 2002. "Insuring Consumption Against Illness," American Economic Review, American Economic Association, vol. 92(1), pages 51-70, March.
    17. Jones, Andrew M. & Rice, Nigel & Zantomio, Francesca, 2020. "Acute health shocks and labour market outcomes: Evidence from the post crash era," Economics & Human Biology, Elsevier, vol. 36(C).
    18. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2011. "Multivariate Matching Methods That Are Monotonic Imbalance Bounding," Journal of the American Statistical Association, American Statistical Association, vol. 106(493), pages 345-361.
    19. Townsend, Robert M, 1994. "Risk and Insurance in Village India," Econometrica, Econometric Society, vol. 62(3), pages 539-591, May.
    20. Weimann, Amy & Dai, Dajun & Oni, Tolu, 2016. "A cross-sectional and spatial analysis of the prevalence of multimorbidity and its association with socioeconomic disadvantage in South Africa: A comparison between 2008 and 2012," Social Science & Medicine, Elsevier, vol. 163(C), pages 144-156.
    21. Nozuko Lawana & Frederik Booysen & Asrat Tsegaye & Forget Mingiri Kapingura & Charles Hongoro, 2020. "Lifestyle risk factors, non-communicable diseases and labour force participation in South Africa," Development Southern Africa, Taylor & Francis Journals, vol. 37(3), pages 446-461, May.
    22. Luke Chicoine & Emily Lyons & Alexia Sahue, 2021. "The impact of HIV/AIDS on human capital investment in Sub‐Saharan Africa: New evidence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 36(6), pages 842-852, September.
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