1. Faculty of Health Sciences, School of Public Health, University of the Witwatersrand, Johannesburg, South Africa
2. Demographic Analysis Division, Statistics South Africa, Pretoria, South Africa
3. Medical Research Council/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa