We utilize two waves of the National Income Dynamics Study in South Africa to estimate the returns to education in 2010 and 2012. We find that during this time period the returns to education were approximately 18% per year of education and that the returns were higher for females relative to males and higher for those living in urban relative to rural areas. The policy implications include a suggestion to continue investment in educational infrastructure, especially in rural areas, so as to increase the returns to education in those areas.
Ashenfelter, Orley and Ceclia Rouse (1998), “Income, Schooling, and Ability: Evidence from a New Sample of Identical Twins,” The Quarterly Journal of Economics, 113(1), 253-284.
Biyase, Mduduzi and Talent Zwane (2015), “Does Education Pay in South Africa? Estimating Returns to Education Using Two Stage Least Squares Approach,” International Business & Econmics Research Journal, 14(6), 807-814.
Bound, John, David A. Jaeger, and Regina Baker (1993). “The Cure Can Be Worse than the Disease: A Cautionary Tale Regarding Instrumental Variables,” NBER Technical Working Paper No. 137.
Bound, John, David A. Jaeger, and Regina Baker (1995), “Problems with Instrumental Variables Estimation when the Correlation between the Instruments and the Endogenous Explanatory Variables is Weak,” Journal of the American Statistical Association, 90(430), 443-450.
Card, David (1995), “Earnings, Schooling and Ability Revisited,” Research in Labor Economics, 14:23-48.
Card, David (1999) “The Causal Effect of Education on Earnings,” in Handbook of Labor Economics, Orley Ashenfelter and David Card eds.,Elsevier Press: Amsterdam, 1801-1863.
Case, Anne and Motohiro Yogo (1999), “Does School Quality Matter? Returns to Education and the Characteristics of Schools in South Africa,” NBER Working Paper No. 7399.
Casale, Daniela and Dorrit Posel (2011), “English Language Proficiency and Earnings in a Developing Country: The Case of South Africa,” The Journal of Socio-Economics, 40(4), 385-393.
Davenport, T.R.H. (1991), South Africa: A Modern History, 4th ed., London: MacMillan.
Fryer, David and Desire Vencatachellum (2005), “Returns to Education in South Africa: Evidence from the Machibisa Township,” African Development Review, 17(3), 513-535.
Holmlund, Helena, Mikael Lindahl, and Erik Plug (2011), “The Causal Effect of Parent’s Schooling on Children’s Schooling: A Comparison of Estimation Methods,” Journal of Economic Literature, 49(3), 615-651.
Haveman, Robert and Barbara Wolfe (1995), “The Determinants of Children Attainments: A Review of Methods and Findings,” Journal of Economic Literature, 33(4), 1829-1878.
Keswell, Malcom and Laura Poswell (2004), “Returns to Education in South Africa: A Retrospective Sensitivity Analysis of the Available Evidence,” South African Journal of Economics, 72(4), 834-860.
Khalfani, Akil Kokayi and Tukufu Zuberi (2001), “Racial Classification and the Modern Census in South Africa, 1911-1996,” Race and Society, 4(2), 161-176.
Kuepie, Mathias, Christophe Nordman, and Francois Roubaud (2009), “Education and Earnings in Urban West Africa,” Journal of Comparative Economics, 37(3), 491-515.
Letseka, Moeketsi (2014), “The Illusion of Education in South Africa,” Procedia – Social and Behavioral Sciences, 116, 4864-4869.
Mincer, Jacob (1974), Schooling, Experience, and Earnings, National Bureau of Economic Research. Oreopoulos, Philip, Marianne Page, and Anne Huff Stevens (2006), “The Intergenerational Effects of Compulsory Schooling,” Journal of Labor Economics, 24(4), 729-760.
Polachek, Solomon (2007), “Earnings over the Lifecycle: The Mincer Earnings Function and its Applications,” IZA working paper, No. 3181.
Posel, Deborah (2001), “Race as Common sense: Racial classification in Twentieth-Century South Africa,” African Studies Review, 44(2), 87-113.
Psacharopoulos, George (1994), “Returns to Investment in Education: A Global Update,” World Development, 22(9), 1325-1343.
Psacharopoulos, George and Harry Anthony Patrinos (2018), “Returns to Investment in Education: A Decennial Review of the Global Literature,” Education Economics, 26(5), 445-458.
Salisbury, Taylor (2016), “Education and inequality in South Africa: Returns to schooling in the postapartheid era,” International Journal of Educational Development, 46(1), 43-52.
Schultz, T. Paul (2004), “Evidence of Returns to Schooling in Africa from Household Surveys: Monitoring and Restructuring the Market for Education,” Journal of African Economies, 13 Suppl. 2, 95-148.
Staiger, Douglas and James H. Stock (1997), “Instrumental Variables Regression with Weak Instruments,” Econometrica, 65(3), 557-586
Stock, James H. and Motohiro Yogo (2005), “Testing for Weak Instruments in Linear IV Regression.” Ch. 5 in J.H. Stock and D.W.K. Andrews (eds), Identification and Inference for Econometric Models: Essays in Honor of Thomas J. Rothenberg, Cambridge University Press.