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The effect of cash transfers on mental health: Opening the black box – A study from South Africa

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  • Ohrnberger, Julius
  • Anselmi, Laura
  • Fichera, Eleonora
  • Sutton, Matt

Abstract

There is a gap in the literature in understanding how cash transfer programmes affect mental health. We aim to fill this gap by conceptualising and estimating the mediation effects of an unconditional cash transfer programme on mental health. We use a sample of 4,535 adults living below the South African poverty line in four waves (2008–2014) of the South African National Income Dynamics Study. We use information on individual exposure to South Africa's largest unconditional cash transfer programme, the Child Support Grant. Mental health is measured by the 10-item version of the Centre for Epidemiological Depression Scale. We use the product of the coefficient method for the mediation analysis in combination with instrumental variable estimation. We find that physical health and lifestyle factors mediate the relationship of the unconditional cash transfer programme, each explaining about eight percent and 16% of the total positive effect. Our findings show that individuals living in poverty make investment decisions that are positive for their mental health, which has strong implications for policy makers.

Suggested Citation

  • Ohrnberger, Julius & Anselmi, Laura & Fichera, Eleonora & Sutton, Matt, 2020. "The effect of cash transfers on mental health: Opening the black box – A study from South Africa," Social Science & Medicine, Elsevier, vol. 260(C).
  • Handle: RePEc:eee:socmed:v:260:y:2020:i:c:s0277953620304007
    DOI: 10.1016/j.socscimed.2020.113181
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    1. Bolin, Kristian & Lindgren, Björn & Lindström, Martin & Nystedt, Paul, 2003. "Investments in social capital--implications of social interactions for the production of health," Social Science & Medicine, Elsevier, vol. 56(12), pages 2379-2390, June.
    2. Imai, Kosuke & Keele, Luke & Tingley, Dustin & Yamamoto, Teppei, 2011. "Unpacking the Black Box of Causality: Learning about Causal Mechanisms from Experimental and Observational Studies," American Political Science Review, Cambridge University Press, vol. 105(4), pages 765-789, November.
    3. Wagstaff, Adam, 1986. "The demand for health : Some new empirical evidence," Journal of Health Economics, Elsevier, vol. 5(3), pages 195-233, September.
    4. Gruebner, Oliver & Khan, M. Mobarak H. & Lautenbach, Sven & Müller, Daniel & Krämer, Alexander & Lakes, Tobia Maike & Hostert, Patrick, 2012. "Mental health in the slums of Dhaka - a geoepidemiological study," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 12, pages 1-14.
    5. Sarah Baird & David McKenzie & Berk Özler, 2018. "The effects of cash transfers on adult labor market outcomes," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 8(1), pages 1-20, December.
    6. David K. Evans & Anna Popova, 2017. "Cash Transfers and Temptation Goods," Economic Development and Cultural Change, University of Chicago Press, vol. 65(2), pages 189-221.
    7. James Heckman & Rodrigo Pinto & Peter Savelyev, 2013. "Understanding the Mechanisms through Which an Influential Early Childhood Program Boosted Adult Outcomes," American Economic Review, American Economic Association, vol. 103(6), pages 2052-2086, October.
    8. Markus Frölich & Martin Huber, 2017. "Direct and indirect treatment effects–causal chains and mediation analysis with instrumental variables," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 79(5), pages 1645-1666, November.
    9. Ohrnberger, Julius & Fichera, Eleonora & Sutton, Matt, 2017. "The relationship between physical and mental health: A mediation analysis," Social Science & Medicine, Elsevier, vol. 195(C), pages 42-49.
    10. Richard Akresh & Damien de Walque & Harounan Kazianga, 2016. "Evidence from a Randomized Evaluation of the Household Welfare Impacts of Conditional and Unconditional Cash Transfers Given to Mothers or Fathers," Economics Working Paper Series 1611, Oklahoma State University, Department of Economics and Legal Studies in Business.
    11. Sarah Baird & Jacobus de Hoop & Berk Özler, 2013. "Income Shocks and Adolescent Mental Health," Journal of Human Resources, University of Wisconsin Press, vol. 48(2), pages 370-403.
    12. Naila Kabeer & Hugh Waddington, 2015. "Economic impacts of conditional cash transfer programmes: a systematic review and meta-analysis," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 7(3), pages 290-303, September.
    13. Reza C Daniels & Arden Finn & Sibongile Musundwa, 2014. "Wealth data quality in the National Income Dynamics Study Wave 2," Development Southern Africa, Taylor & Francis Journals, vol. 31(1), pages 31-50, January.
    14. Lund, Crick & Breen, Alison & Flisher, Alan J. & Kakuma, Ritsuko & Corrigall, Joanne & Joska, John A. & Swartz, Leslie & Patel, Vikram, 2010. "Poverty and common mental disorders in low and middle income countries: A systematic review," Social Science & Medicine, Elsevier, vol. 71(3), pages 517-528, August.
    15. Keele, Luke & Tingley, Dustin & Teppei Yamamoto, "undated". "Identifying Mechanisms behind Policy Interventions via Causal Mediation Analysis," Working Paper 135661, Harvard University OpenScholar.
    16. 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.
    17. Luke Keele & Dustin Tingley & Teppei Yamamoto, 2015. "Identifying Mechanisms Behind Policy Interventions Via Causal Mediation Analysis," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 34(4), pages 937-963, September.
    18. Judith Gomersall, 2013. "The performance of the Child Support Grant: Review and research priorities," Development Southern Africa, Taylor & Francis Journals, vol. 30(4-5), pages 525-544, December.
    19. Gemma-Claire Ali & Grace Ryan & Mary J De Silva, 2016. "Validated Screening Tools for Common Mental Disorders in Low and Middle Income Countries: A Systematic Review," PLOS ONE, Public Library of Science, vol. 11(6), pages 1-14, June.
    20. repec:hhs:ifauwp:2025_012 is not listed on IDEAS
    21. Hans van Kippersluis & Titus J. Galama, 2013. "Why the Rich drink more but smoke less: The Impact of Wealth on Health Behaviors," Tinbergen Institute Discussion Papers 13-035/V, Tinbergen Institute.
    22. Myer, Landon & Stein, Dan J. & Grimsrud, Anna & Seedat, Soraya & Williams, David R., 2008. "Social determinants of psychological distress in a nationally-representative sample of South African adults," Social Science & Medicine, Elsevier, vol. 66(8), pages 1828-1840, April.
    23. Hans van Kippersluis & Titus J. Galama, 2013. "Why the Rich drink more but smoke less: The Impact of Wealth on Health Behaviors," Tinbergen Institute Discussion Papers 13-035/V, Tinbergen Institute.
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    Cited by:

    1. McGuire, Joel & Kaiser, Caspar & Bach-Mortensen, Anders, 2020. "The impact of cash transfers on subjective well-being and mental health in low- and middle- income countries: A systematic review and meta-analysis," SocArXiv ydr54, Center for Open Science.
    2. David G. Lugo‐Palacios & Jonathan M. Clarke & Søren Rud Kristensen, 2023. "Back to basics: A mediation analysis approach to addressing the fundamental questions of integrated care evaluations," Health Economics, John Wiley & Sons, Ltd., vol. 32(9), pages 2080-2097, September.
    3. Hailemariam, Abebe & Yew, Siew Ling & Appau, Samuelson, 2021. "Gender health gaps: The role of risky addictive behaviors," Journal of Economic Behavior & Organization, Elsevier, vol. 191(C), pages 639-660.
    4. Muchemwa Marifa & Odimegwu Clifford, 2021. "Heterogeneous Trajectories of Depressive Symptoms among Men in South Africa: Evidence from Latent Growth Mixture Modeling," Eurasian Journal of Social Sciences, Eurasian Publications, vol. 9(4), pages 231-241.

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