TY  - JOUR
AU  - Levinsohn,James A.
AU  - McLaren,Zoë
AU  - Shisana,Olive
AU  - Zuma,Khangelani
TI  - HIV Status and Labor Market Participation in South Africa
JF  - National Bureau of Economic Research Working Paper Series
VL  - No. 16901
PY  - 2011
Y2  - March 2011
UR  - http://www.nber.org/papers/w16901
L1  - http://www.nber.org/papers/w16901.pdf
N1  - Author contact info:
James A. Levinsohn
Yale School of Management
PO Box 208200
New Haven, CT  06520
Tel: 734/763-2319
Fax: 734/764-2769
E-Mail: James.Levinsohn@yale.edu

Zoe McLaren
School of Public Health
University of Michigan
Ann Arbor, MI  48109
E-Mail: zmclaren@umich.edu

Olive Shisana
Health Sciences Research Council
Pretoria, South Africa
E-Mail: oshisana@hsrc.ac.za

Khangelani Zuma
Health Sciences Research Council
Pretoria, South Africa
E-Mail: kzuma@hsrc.ac.za
AB  - Because individuals with HIV are more likely to fall into poverty, and the poor may be at higher risk of contracting HIV, simple estimates of the effect of HIV status on economic outcomes will tend to be biased. In this paper, we use two econometric methods based on the propensity score to estimate the causal effect of HIV status on employment outcomes in South Africa. We rely on rich data on sexual behavior and knowledge of HIV from a large national household-based survey, which included HIV testing, to control for systematic differences between HIV-positive and HIV-negative individuals. This paper provides the first nationally representative estimates of the impact of HIV status on labor market outcomes for southern Africa. We find that being HIV-positive is associated with a 6 to 7 percentage point increase in the likelihood of being unemployed. South Africans with less than a high school education are 10 to 11 percentage points more likely to be unemployed if they are HIV-positive. Despite high unemployment rates, being HIV-positive confers a disadvantage and reinforces existing inequalities in South Africa.
ER  -