IDEAS home Printed from https://ideas.repec.org/p/avg/wpaper/en15283.html
   My bibliography  Save this paper

Can Cash Transfers to the Unemployed Support Economic Activity? Evidence from South Africa

Author

Listed:
  • Haroon BHORAT
  • Timothy KÖHLER
  • David de VILLIERS

Abstract

Persistently high unemployment has plagued South Africa over the last few decades, while concurrently there has been a dearth of state-provided income support to the working-age economically active population. In response to the pandemic the government introduced the COVID-19 Social Relief of Distress grant – the country’s first unconditional cash transfer targeted at the unemployed. At the time of writing, however, no causal evidence of the grant’s effects exist. We adopt a doubly robust, semi-parametric Difference-in-Differences approach on representative panel labour force data to estimate the contemporaneous and cumulative causal effects of the grant on labour market outcomes. We find robust evidence that the grant increased average employment probabilities by approximately 3 percentage points, an effect largely driven by wage and formal sector employment. Employment effects vary by duration of receipt, with larger effects estimated for the short-term which reduce to zero with additional periods of receipt. We additionally find marginally significant effects on the probability of trying to start a business, but no evidence of any effects on job search. These findings suggest that the grant has performed a multi-purpose role in providing income relief while also enabling a path towards more favourable labour market outcomes.

Suggested Citation

  • Haroon BHORAT & Timothy KÖHLER & David de VILLIERS, 2023. "Can Cash Transfers to the Unemployed Support Economic Activity? Evidence from South Africa," Working Paper 4968cbec-99ab-4279-a6d8-2, Agence française de développement.
  • Handle: RePEc:avg:wpaper:en15283
    as

    Download full text from publisher

    File URL: https://www.afd.fr/sites/afd/files/2023-03-02-12-20/Cash-Transfers-to-the-Unemployed_Economic-Activity_South-Africa.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. David McKenzie, 2017. "How Effective Are Active Labor Market Policies in Developing Countries? A Critical Review of Recent Evidence," The World Bank Research Observer, World Bank, vol. 32(2), pages 127-154.
    2. Cally Ardington & Anne Case & Victoria Hosegood, 2008. "Labor supply responses to large social transfers: Longitudinal evidence from South Africa," Working Papers 1010, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
    3. Martin Abel, 2019. "Unintended Labor Supply Effects of Cash Transfer Programs: New Evidence from South Africa’s Pension," Journal of African Economies, Centre for the Study of African Economies, vol. 28(5), pages 558-581.
    4. Cally Ardington & Anne Case & Victoria Hosegood, 2007. "Labor Supply Responses To Large Social Transfers: Longitudinal Evidence From South Africa," Working Papers 1021, Princeton University, Woodrow Wilson School of Public and International Affairs, Center for Health and Wellbeing..
    5. Ivan Turok & Justin Visagie, 2022. "The divergent pathways of the pandemic within South African cities," Development Southern Africa, Taylor & Francis Journals, vol. 39(5), pages 738-761, September.
    6. Cally Ardington & Anne Case & Victoria Hosegood, 2007. "Labor supply responses to large social transfers: Longitudinal evidence from South Africa," Working Papers 1003, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
    7. Bassier, Ihsaan & Budlender, Joshua & Zizzamia, Rocco & Leibbrandt, Murray & Ranchhod, Vimal, 2021. "Locked down and locked out: Repurposing social assistance as emergency relief to informal workers," World Development, Elsevier, vol. 139(C).
    8. Marianne Bertrand & Sendhil Mullainathan & Douglas Miller, 2003. "Public Policy and Extended Families: Evidence from Pensions in South Africa," The World Bank Economic Review, World Bank, vol. 17(1), pages 27-50, June.
    9. Servaas van der Berg & Leila Patel & Grace Bridgman, 2022. "Food insecurity in South Africa: Evidence from NIDS-CRAM wave 5," Development Southern Africa, Taylor & Francis Journals, vol. 39(5), pages 722-737, September.
    10. Katherine Eyal & Ingrid Woolard, 2011. "Throwing the Book at the CSG," SALDRU Working Papers 53, Southern Africa Labour and Development Research Unit, University of Cape Town.
    11. Athey, Susan & Imbens, Guido W., 2022. "Design-based analysis in Difference-In-Differences settings with staggered adoption," Journal of Econometrics, Elsevier, vol. 226(1), pages 62-79.
    12. Victoria Hosegood & Anne Case & Cally Ardington, 2009. "Labor Supply Responses to Large Social Transfers: Longitudinal Evidence from South Africa," American Economic Journal: Applied Economics, American Economic Association, vol. 1(1), pages 22-48, January.
    13. Ihsaan Bassier & Joshua Budlender & Maya Goldman, 2022. "Social distress and (some) relief: Estimating the impact of pandemic job loss on poverty in South Africa," WIDER Working Paper Series wp-2022-80, World Institute for Development Economic Research (UNU-WIDER).
    14. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    15. Servaas van der Berg, 2014. "Inequality, poverty and prospects for redistribution," Development Southern Africa, Taylor & Francis Journals, vol. 31(2), pages 197-218, March.
    16. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    17. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    18. Haroon Bhorat & Morné Oosthuizen & Ben Stanwix, 2021. "Social Assistance Amidst the COVID‐19 Epidemic in South Africa: A Policy Assessment," South African Journal of Economics, Economic Society of South Africa, vol. 89(1), pages 63-81, March.
    19. World Bank, 2021. "South Africa Social Assistance Programs and Systems Review," World Bank Publications - Reports 36338, The World Bank Group.
    20. George Mutasa, 2012. "Disability Grant and Individual Labour Force Participation: The Case of South Africa," Working Papers 12156, University of Cape Town, Development Policy Research Unit.
    Full references (including those not matched with items on IDEAS)

    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. Bhorat, Haroon & Köhler, Timothy, 2025. "The labour market effects of cash transfers to the unemployed: Evidence from South Africa," World Development, Elsevier, vol. 188(C).
    2. Timothy Köhler & Jabulile Monnakgotla & Haroon Bhorat, 2024. "Social Security Coverage among the Working-Age Population in South Africa," Working Papers 202404, University of Cape Town, Development Policy Research Unit.
    3. Luca Tiberti & Hélène Maisonnave & Margaret Chitiga & Ramos Mabugu & Véronique Robichaud & Stewart Ngandu, 2013. "The Economy-wide Impacts of the South African Child Support Grant: a Micro-Simulation-Computable General Equilibrium Analysis," Cahiers de recherche 1303, CIRPEE.
    4. Kacker, Kanishka, 2019. "Social transfers and labor supply: Long run rvidence from South Africa," MPRA Paper 99044, University Library of Munich, Germany.
    5. Frederick C.v.N. Fourie, 2011. "The South African unemployment debate: three worlds, three discourses?," SALDRU Working Papers 63, Southern Africa Labour and Development Research Unit, University of Cape Town.
    6. Alessandro Tondini & Cally Ardington & Ingrid Woolard, 2017. "Public pensions and elderly informal employment: Evidence from a change in retirement age in South Africa," SALDRU Working Papers 206, Southern Africa Labour and Development Research Unit, University of Cape Town.
    7. Bassier, Ihsaan & Budlender, Joshua & Zizzamia, Rocco & Leibbrandt, Murray & Ranchhod, Vimal, 2021. "Locked down and locked out: Repurposing social assistance as emergency relief to informal workers," World Development, Elsevier, vol. 139(C).
    8. Marisa Coetzee, 2013. "Finding the Benefits: Estimating the Impact of The South African Child Support Grant," South African Journal of Economics, Economic Society of South Africa, vol. 81(3), pages 427-450, September.
    9. Manea, Roxana Elena & Piraino, Patrizio & Viarengo, Martina, 2023. "Crime, inequality and subsidized housing: Evidence from South Africa," World Development, Elsevier, vol. 168(C).
    10. Irineu Evangelista de Carvalho Filho, 2012. "Household Income as a Determinant of Child Labor and School Enrollment in Brazil: Evidence from a Social Security Reform," Economic Development and Cultural Change, University of Chicago Press, vol. 60(2), pages 399-435.
    11. Jing You & Miguel Niño‐Zarazúa, 2019. "The Intergenerational Impact of China's New Rural Pension Scheme," Population and Development Review, The Population Council, Inc., vol. 45(S1), pages 47-95, December.
    12. Laura Juarez & Tobias Pfutze, 2015. "The Effects of a Noncontributory Pension Program on Labor Force Participation: The Case of 70 y Más in Mexico," Economic Development and Cultural Change, University of Chicago Press, vol. 63(4), pages 685-713.
    13. Kaushal, Neeraj, 2014. "How Public Pension affects Elderly Labor Supply and Well-being: Evidence from India," World Development, Elsevier, vol. 56(C), pages 214-225.
    14. Xi Chen, 2017. "Old age pension and intergenerational living arrangements: a regression discontinuity design," Review of Economics of the Household, Springer, vol. 15(2), pages 455-476, June.
    15. Martine Mariotti & Juergen Meinecke, 2009. "Nonparametric Bounds on Returns to Education in South Africa: Overcoming Ability and Selection Bias," ANU Working Papers in Economics and Econometrics 2009-510, Australian National University, College of Business and Economics, School of Economics.
    16. Inés Berniell & Dolores de la Mata & Matilde Pinto Machado, 2020. "The Impact of a Permanent Income Shock on the Situation of Women in the Household: The Case of a Pension Reform in Argentina," Economic Development and Cultural Change, University of Chicago Press, vol. 68(4), pages 1295-1343.
    17. Unnikrishnan, Vidhya & Imai, Katsushi S., 2020. "Does the old-age pension scheme improve household welfare? Evidence from India," World Development, Elsevier, vol. 134(C).
    18. Silvio Daidone & Benjamin Davis & Sudhanshu Handa & Paul Winters, 2019. "The Household and Individual-Level Productive Impacts of Cash Transfer Programs in Sub-Saharan Africa," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(5), pages 1401-1431.
    19. d'Agostino, Giorgio & Scarlato, Margherita, 2016. "Gender Inequality in the South African Labour Market: the Impact of the Child Support Grant," MPRA Paper 72523, University Library of Munich, Germany.

    More about this item

    Keywords

    Afrique du Sud;

    JEL classification:

    • Q - Agricultural and Natural Resource Economics; Environmental and Ecological Economics

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:avg:wpaper:en15283. 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: AFD (email available below). General contact details of provider: https://edirc.repec.org/data/afdgvfr.html .

    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.