IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/72523.html
   My bibliography  Save this paper

Gender Inequality in the South African Labour Market: the Impact of the Child Support Grant

Author

Listed:
  • d'Agostino, Giorgio
  • Scarlato, Margherita

Abstract

The Child Support Grant (CSG) represents one of the major cash transfer implemented in South Africa to address children's vulnerability and household poverty. This paper provides an evaluation of the impact of the CSG on gender inequality by evaluating the effect of the programme on the employment status of adult members of beneficiary households. We use data from the 2008, 2010-2011 and 2012 National Income Dynamics Study and apply a fuzzy regression discontinuity design that exploits the expansion in eligibility due to a discontinous change in the age eligibility criterion. The analysis considers two source of heterogeneity in the impact of the CSG on labour market, i.e. gender and household members receiving the Old Age Pension social grant. In addition, the evaluation identifies differing effects by number of treated children in beneficiary households. Overall, this evaluation shows that the CSG had a negative effect on the probability of being employed of the beneficiary household members and increased gender inequality by strongly discouraging women's employment.

Suggested Citation

  • 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.
    • Handle: RePEc:pra:mprapa:72523
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/72523/1/MPRA_paper_72523.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    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. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    3. Sebastian Calonico & Matias D. Cattaneo & Rocio Titiunik, 2014. "Robust data-driven inference in the regression-discontinuity design," Stata Journal, StataCorp LP, vol. 14(4), pages 909-946, December.
    4. 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.
    5. Barrientos, Armando & Byrne, Jasmina & Peña, Paola & Villa, Juan Miguel, 2014. "Social transfers and child protection in the South," Children and Youth Services Review, Elsevier, vol. 47(P2), pages 105-112.
    6. Solomon Asfaw & Benjamin Davis & Josh Dewbre & Sudhanshu Handa & Paul Winters, 2014. "Cash Transfer Programme, Productive Activities and Labour Supply: Evidence from a Randomised Experiment in Kenya," Journal of Development Studies, Taylor & Francis Journals, vol. 50(8), pages 1172-1196, August.
    7. Cragg, John G. & Donald, Stephen G., 1993. "Testing Identifiability and Specification in Instrumental Variable Models," Econometric Theory, Cambridge University Press, vol. 9(2), pages 222-240, April.
    8. Giorgio d’Agostino & Margherita Scarlato & Silvia Napolitano, 2018. "Do Cash Transfers Promote Food Security? The Case of the South African Child Support Grant," Journal of African Economies, Centre for the Study of African Economies, vol. 27(4), pages 430-456.
    9. Leila Patel & Tessa Hochfeld & Jacqueline Moodley, 2013. "Gender and child sensitive social protection in South Africa," Development Southern Africa, Taylor & Francis Journals, vol. 30(1), pages 69-83, March.
    10. Niño-Zarazúa, Miguel & Barrientos, Armando & Hickey, Samuel & Hulme, David, 2012. "Social Protection in Sub-Saharan Africa: Getting the Politics Right," World Development, Elsevier, vol. 40(1), pages 163-176.
    11. Kingdon, Geeta & Knight, John, 2006. "The measurement of unemployment when unemployment is high," Labour Economics, Elsevier, vol. 13(3), pages 291-315, June.
    12. Sascha O. Becker & Peter H. Egger & Maximilian von Ehrlich, 2013. "Absorptive Capacity and the Growth and Investment Effects of Regional Transfers: A Regression Discontinuity Design with Heterogeneous Treatment Effects," American Economic Journal: Economic Policy, American Economic Association, vol. 5(4), pages 29-77, November.
    13. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    14. L. Pieroni & L. Salmasi, 2015. "Does Cigarette Smoking Affect Body Weight? Causal Estimates from the Clean Indoor Air Law Discontinuity," Economica, London School of Economics and Political Science, vol. 82(328), pages 671-704, October.
    15. Leibbrandt, Murray & Lilenstein, Kezia & Shenker, Callie & Woolard, Ingrid, 2013. "The influence of social transfers on labour supply: A South African and international review," SALDRU Working Papers 112, Southern Africa Labour and Development Research Unit, University of Cape Town.
    16. Jorge Agüero & Michael R. Carter & Julian May, 2007. "Poverty and Inequality in the First Decade of South Africa's Democracy: What can be Learnt from Panel Data from KwaZulu-Natal?," Journal of African Economies, Centre for the Study of African Economies, vol. 16(5), pages 782-812, November.
    17. Kingdon, Geeta Gandhi & Knight, John, 2004. "Unemployment in South Africa: The Nature of the Beast," World Development, Elsevier, vol. 32(3), pages 391-408, March.
    18. Lee, David S., 2008. "Randomized experiments from non-random selection in U.S. House elections," Journal of Econometrics, Elsevier, vol. 142(2), pages 675-697, February.
    19. 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.
    20. Samuel Bazzi & Michael A. Clemens, 2013. "Blunt Instruments: Avoiding Common Pitfalls in Identifying the Causes of Economic Growth," American Economic Journal: Macroeconomics, American Economic Association, vol. 5(2), pages 152-186, April.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Amina Ebrahim & Kezia Lilenstein, 2019. "Gender and the South African labour market: Policy relevant research possibilities using South African tax data," WIDER Working Paper Series wp-2019-31, World Institute for Development Economic Research (UNU-WIDER).

    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. Margherita Scarlato & Giorgio D'Agostino, 2016. "Gender Disparities In The South African Labour Market: The Impact Of The Child Support Grant," Departmental Working Papers of Economics - University 'Roma Tre' 0210, Department of Economics - University Roma Tre.
    2. Giorgio d’Agostino & Margherita Scarlato & Silvia Napolitano, 2018. "Do Cash Transfers Promote Food Security? The Case of the South African Child Support Grant," Journal of African Economies, Centre for the Study of African Economies, vol. 27(4), pages 430-456.
    3. Margherita Scarlato & Giorgio d'Agostino, 2019. "Cash Transfers, Labor Supply, and Gender Inequality: Evidence from South Africa," Feminist Economics, Taylor & Francis Journals, vol. 25(4), pages 159-184, October.
    4. Francesco Burchi & Margherita Scarlato & Giorgio d'Agostino, 2018. "Addressing Food Insecurity in Sub‐Saharan Africa: The Role of Cash Transfers," Poverty & Public Policy, John Wiley & Sons, vol. 10(4), pages 564-589, December.
    5. Johannes Fedderke, 2012. "The Cost of Rigidity: The Case of the South African Labor Market," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 54(4), pages 809-842, December.
    6. Picarelli, Nathalie, 2019. "There Is No Free House," Journal of Urban Economics, Elsevier, vol. 111(C), pages 35-52.
    7. 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.
    8. 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.
    9. Brachert, Matthias, 2018. "The regional effects of professional sports franchises: Causal evidence from four European football leagues," IWH Discussion Papers 10/2018, Halle Institute for Economic Research (IWH).
    10. Giorgio d’Agostino & John Paul Dunne & Luca Pieroni, 2019. "Military Expenditure, Endogeneity and Economic Growth," Defence and Peace Economics, Taylor & Francis Journals, vol. 30(5), pages 509-524, July.
    11. Stimpfle, Alexander & Stadelmann, David, 2015. "The Impact of Fundamental Development Factors on Different Income Groups: International Evidence," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 113128, Verein für Socialpolitik / German Economic Association.
    12. Essers, Dennis, 2013. "South African labour market transitions during the global financial and economic crisis: Micro-level evidence from the NIDS panel and matched QLFS cross-sections," IOB Working Papers 2013.12, Universiteit Antwerpen, Institute of Development Policy (IOB).
    13. Beg, Sabrin, 2019. "Favoritism and flooding: Political alignment and allocation of irrigation water," World Development, Elsevier, vol. 114(C), pages 175-195.
    14. Likai Chen & Georg Keilbar & Liangjun Su & Weining Wang, 2023. "Inference on many jumps in nonparametric panel regression models," Papers 2312.01162, arXiv.org, revised Jan 2025.
    15. Susan Athey & Guido W. Imbens, 2017. "The State of Applied Econometrics: Causality and Policy Evaluation," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 3-32, Spring.
    16. Berlinski, Samuel & Ramos, Alejandra, 2020. "Teacher mobility and merit pay: Evidence from a voluntary public award program," Journal of Public Economics, Elsevier, vol. 186(C).
    17. Xi Chen, 2016. "Old-Age Pension And Extended Families: How Is Adult Children'S Internal Migration Affected?," Contemporary Economic Policy, Western Economic Association International, vol. 34(4), pages 646-659, October.
    18. Agüero,Jorge M. & Fasola,Eniola, 2022. "Distributional Policies and Social Cohesion in a High-Unemployment Setting," Policy Research Working Paper Series 10103, The World Bank.
    19. Cappelletti, Giuseppe & Ponte Marques, Aurea & Varraso, Paolo, 2024. "Impact of higher capital buffers on banks’ lending and risk-taking in the short- and medium-term: Evidence from the euro area experiments," Journal of Financial Stability, Elsevier, vol. 72(C).
    20. Accetturo, Antonio & de Blasio, Guido & Ricci, Lorenzo, 2014. "A tale of an unwanted outcome: Transfers and local endowments of trust and cooperation," Journal of Economic Behavior & Organization, Elsevier, vol. 102(C), pages 74-89.

    More about this item

    Keywords

    Cash transfers; Regression discontinuity design; sub-Saharan Africa;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs
    • O55 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Africa

    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:pra:mprapa:72523. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.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.