Sampling Procedure
The data in the South African Census 1996 data file is a 10% unit level sample drawn from Census 1996 as follows:
1) Households:
• A 10% sample of all households (excluding special institutions and hostels)
2) Persons:
• A 10% sample of all persons as enumerated in the 1996 Population Census in South Africa
The census household records were explicitly stratified according to province and district council. Within each district council the records were further implicitly stratified by local authority. Within each implicit stratum the household records were ordered according to the unique seven-digit census enumerator area number, of which the first three digits are the (old) magisterial district number.
Response Rate
The final calculation of the undercount of persons, based on analysis of a post-enumeration survey (PES) conducted shortly after the original census, was performed by Statistics South Africa. The estimated reponse rates are detailed below, both according to stratum and for the country as a whole. An estimated 10,7% of the people in South Africa, through the course of the census process, were not enumerated. For more information on the undercount and PES, see the publication, "Calculating the Undercount in Census '96", Statistics South Africa Report No. 03-01-18 (1996) which is included in the external documents section.
Undercount of persons by province (stratum, in %):
Western Cape 8,69
Eastern Cape 10,57
Northern Cape 15,59
Free State 8,75
KwaZulu-Natal 12,81
North West 9,37
Gauteng 9,99
Mpumalanga 10,09
Northern Province 11,28
South Africa 10,69
Weighting
This 10% sample dataset includes weights to weight up the data to the entire population.These weights have also take into account adjustments to the census undercount which was estimated through a post-enumeration survey. For more information about the adjustments for undercount and how these weights were calculated, see the publication, "Calculating the Undercount in Census 1996", Statistics South Africa Report No. 03-01-18 (1996). Both the 10% household sample file and the 10% person sample file contain a weight variable (as 'peshhwei' and 'pespwei' respectively) reflective of these adjustments made by Statistics South Africa.