Wage Differentials in South Africa's Labour Market: An analysis using micro-econometric techniques
dc.contributor.author | Razak, Aarifah | |
dc.contributor.author | Kaninda, Alain | |
dc.contributor.author | Chetty, Dhevasha | |
dc.contributor.author | Kilimani, Nicholas | |
dc.date.accessioned | 2023-02-28T17:54:25Z | |
dc.date.available | 2023-02-28T17:54:25Z | |
dc.date.issued | 2013 | |
dc.description.abstract | This report investigates the existence of wage differentials between part-time and full-time employees in South Africa. Considering that the sample used was obtained from a non-randomized observational study, the Oaxaca-Blinder Decomposition, the Nopo (2004) Matched Decomposition, Propensity Score Matching and Inverse Probability Weighting techniques were used to obtain estimates of wage differentials. The Oaxaca-Blinder results indicate an unexplained wage premium of R 49.25 to part-time employment which dominates the portion attributable to differences in observed endowments. The Nopo Matched Decomposition results indicate an hourly wage premium of R 47.22, with Endowment explaining 20.97% of the observed pay gap. Using Propensity Score Matching, an hourly wage premium to part-time workers of R47.22 was obtained before matching and R50.90 after matching is achieved. The IPW technique yields a wage premium to part-time workers of R47.9 when using the Average Treatment Effect (ATE) as the weight and R52.93 when the Average Treatment Effect on the Treated (ATT) is used. | en_US |
dc.identifier.citation | Razak, A., Kaninda, A., Chetty, D., & Kilimani, N. Wage Differentials in South Africa's Labour Market: An analysis using micro-econometric techniques. | en_US |
dc.identifier.uri | https://www.academia.edu/download/49397865/Final_Report_1.pdf | |
dc.identifier.uri | https://nru.uncst.go.ug/handle/123456789/8030 | |
dc.language.iso | en | en_US |
dc.subject | Wage differential | en_US |
dc.subject | Decomposition | en_US |
dc.subject | Propensity Score Matching | en_US |
dc.title | Wage Differentials in South Africa's Labour Market: An analysis using micro-econometric techniques | en_US |
dc.type | Article | en_US |
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