DDI_ZAF_1993-2019_PALMS_v01_M
DataFirst
2020-05-03
NADA
Version 01: This survey metadata is identical to the same survey metadata (zaf-datafirst-palms-1993-2019-v3.3) available in the DataFirst website except Document ID and Study ID.
Post Apartheid Labour Market Series 1993-2019
PALMS 1993-2019
ZAF_1993-2019_PALMS_v01_M
Andrew Kerr
David Lam
Martin Wittenberg
Statistics South Africa
NADA
DataFirst Helpdesk
World Bank Microdata Library
Labor Force Survey [hh/lfs]
Kerr, A. Lam, D. and M. Wittenberg. Post-Apartheid Labour Market Series 1993-2019 [dataset]. Version 3.3. Cape Town: DataFirst [producer and distributor], 2019. DOI: https://doi.org/10.25828/gtr1-8r20
v3.3: Edited, anonymised dataset for public distribution
The current version of the Post Apartheid Labour Market Series (PALMS) is version 3.3 covering 1993-2019. Data from Statistics SA's Quarterly Labour Force Surveys 2018 and 2019 have been added to the data in this dataset. This version also contains the new the new calibrated weights for the data produced on the 4th of March 2020. This is a temporary solution to provision of the weights, which will be incorporated into PALMS version 3.4 currently being prepared by DataFirst.
Earlier versions of this dataset were:
Version 1.0.1:
The following derived variables were added to this version of the dataset:
enrollment3, enrolled: enrolment variables
hrslstwk: Hours worked in last week
employer1, businesstype1, businesstype2: questions about wage/self employment. More detailed in LFSs.
publicemp: a dummy for whether the individual is employed in the public sector
Changes in versions 1.0.2 and 1.0.3 were not recorded.
Version 1.0.4
The following derived variables were added to this version of the dataset:
Improved psu LFS 03:1 variable.
personnum in OHSs and LFSs to allow easier merging, on advice from Nicola Branson.
Extra EA/PSU variables in some years where these were missing.
numlabels, were also added, where these were missing.
Version 1.0.5
The following derived variables were added to this version of the dataset:
EA/PSU variables for both 2000 waves, both 2006 waves and both 2007 waves. EA variables may not always be consistent ACROSS waves but are correct WITHIN waves to allow for checks on the number of hh per ea, which look right in ALL LFS waves now.
Version 1.0.6.
In this version the 1994 income data from the OHS 1994 has been corrected, and the 1994 data no longer has the imputations and fixes from Statistics South Africa.
The OHS 1994 wage employment income is included as wageempincome2 and wageempincome3 (different for gross and net responses).
Version 1.0.7
This version has label changes (data signature is the same as version 1.0.6)
Version 1.0.8
In this version the variable uqnr_orig has been added, which is a string version of the household id variable exactly as it appeared in each survey. This will assist those researchers who wish to merge in extra data from the OHSs or LFSs.
Version 1.0.9, October 2012
The following variables have been added to this version of the data:
(i) The LFS variable for hours worked in last week
(ii) An homogenised EA variable
(iii) A variable indicating formality of firm an individual owns or works for
(iv) Variables for number of workers for self-employed (worker numbers for OHS only): selfformalreg selfvatreg selfpaidemp selfunpaidemp wageformalreg formalreg
In this version the OHS 1997 industry variable has been corrected to include industry of the self-employed.
Version 2.0, August 2013
(i) Included the QLFS up until March 2012 (inclusive)
(ii) Reworked approach to labour income variable creation (see documentation for more information)
Version 2.1, September 2013 (modified September 2015)
(i) Included a separate datafile with multiple imputations for labour income. This datafile is called "palmsv2.1miincomes" and can be used for analysis of trends in labour income over time. Details of the imputation process can be found in the document titled, "Multiply Imputed Labour Income Data,
PALMS v2.1 (1994-2012)"
(ii) Also included with this version of the PALMS are the cross-entropy weights
Not all the files in this dataset are version 2.1. DataFirst versions at file level, so only the files which have been updated will be re-versioned in a new release. This prevents users having to download the files which have not been changed.
Some of the data files in this version of the dataset - the ones that remain unchanged - will therefore still be version 2. The dataset will receive the version number of the latest versioned file.
The PALMS 1994-2012 version 2.1 dataset consists of the following files:
The data files (unchanged version 2 files)
The cross-entropy weights (unchanged version 1.2 files)
The incomes data (unchanged version 2)
The imputed incomes data version 2.1
Version 3.1 includes data from the QLFS 2013-2015 and data from the 1993 survey "Project for Statistics on Living Standards and Development", conducted by SALDRU at UCT.
Version 3.2 had data from the QLFS 2016-2017 added to version 3.1
Employment
Income
Labour market
Social grants
employment [3.1]
unemployment [3.5]
housing [10.1]
specific social services: use and provision [15.3]
income, property and investment/saving [1.5]
EDUCATION [6]
The Post-Apartheid Labour Market Series (PALMS) version 3.3 is a stacked cross sectional dataset created by DataFirst at the University of Cape Town. The data consists of microdata from 69 household surveys conducted by Statistics South Africa between 1994 and 2019, as well as the 1993 Project for Statistics on Living Standards and Development conducted by SALDRU at UCT. The Statistics South Africa surveys include the October Household Surveys from 1994 to 1999, the bi-annual Labour Force Surveys from 2000-2007, including the smaller LFS pilot survey from February 2000, and the Quarterly Labour Force Surveys from 2008-2019. The data is at individual level, but household level variables may be created using the household id variable uqnr. No attempt has been made to link individuals or households across waves, although there was a panel element to the earlier rounds of the LFS, as well as the QLFS.
South Africa
National coverage
The lowest level of geographic aggregation in PALMS is province.
Households and individuals
The target population is all households. Coverage of workers' hostels, convents/monasteries, as well as institutions such as old age homes, hospitals, prisons and military barracks varied across the surveys. Data users will need to consult the individual OHS, LFS and QLFS datasets for information on the universe for each survey.
Sample survey data [ssd]
There are currently over 120 variables in the dataset and over 5.7 million observations, including concerning children and the elderly. The variables included are mainly those to do with the labour market, although some household variables, such as dwelling type and access to services, as well as access to government social grants, are also included.
Face-to-face [f2f]
PALMS v3+ includes several weight variables: the person weights released by Statistics South Africa/SALDRU, cross entropy weights created by Nicola Branson from SALDRU at the University of Cape Town, and a cross entropy weights created by Takwanisa Machemedze at DataFirst, UCT, who uses Branson’s method but the 2008 model for the South African population from the Actuarial Society of South Africa (ASSA). Branson used the ASSA 2003 model. Cross entropy weights are included and are the weighting variables preferred by DataFirst because the Stats SA weights presented in the data are problematic for analyses over time, for two main reasons. First, the auxiliary data used as a benchmark in the post-stratication adjustment are unreliable and inconsistent over time and hence result in temporal inconsistencies even at the aggregate level. Second, since the adjustments were made at the person level until 2003, there is no hierarchical consistency between the person and household weighted series until 2003. Thus estimates at the household and person level may disagree. Branson’s weights, created using entropy estimation, result in consistent demographic and geographic trends and can be used at both the person and household level. Machemedze’s weights should be used as these update Branson’s method using the newest ASSA model. For further details on the cross entropy approach see Branson and Wittenberg (2014).
Version 3.3. of PALMS includes a Stata data file with new weights for the data - “palms_v1_cewgt_care_model_20200304” which will eventually be added to version 3.4 of PALMS.
The weights are calibrated to mid-year population estimates from the CARe model discussed in Dorrington, Machemedze and Kerr 2020. The CARe model population estimates are an improvement to the previously used ASSA model estimates as the new model is based on updated assumptions and is consistent with recent data. The CARe model population estimates are also available for an extended period of time (1991-2022) compared to mid-year population estimates from Statistics South Africa (2002-2019).
DataFirst
Kerr, A. Lam, D. and M. Wittenberg. Post-Apartheid Labour Market Series 1993-2019 [dataset]. Version 3.3. Cape Town: DataFirst [producer and distributor], 2019. DOI: https://doi.org/10.25828/gtr1-8r20
Public use files, available to all
palmsv3.3-stata11
6022548
86
palmsv3.3incomes-stata11
6022548
38
palmsv3.3miincomes-stata11
1217213
26
household id variable, as in original data
household id variable, as in original data
household id variable, as in original data
household id variable, as in original data
household id variable, as in original data
6022548
Person number
Person number
Person number
Person number
Person number
6022548
85
3.175
Survey year
Survey year
Survey year
Survey year
Survey year
6022548
1993
2019
2008.451
Survey wave, PSLSD 1993=0, OHS 1994=1, QLFS Dec 2015=54
Survey wave, PSLSD 1993=0, OHS 1994=1, QLFS Dec 2015=54
Survey wave, PSLSD 1993=0, OHS 1994=1, QLFS Dec 2015=54
Survey wave, PSLSD 1993=0, OHS 1994=1, QLFS Dec 2015=54
Survey wave, PSLSD 1993=0, OHS 1994=1, QLFS Dec 2015=54
6022548
31.407
0. PSLSD 1993
1
1. OHS 1994
2
2. OHS 1995
3
3. OHS 1996
4
4. OHS 1997
5
5. OHS 1998
6
6. OHS 1999
7
7. LFS 00:1
8
8. LFS 00:2
9
9. LFS 01:1
10
10. LFS 01:2
11
11. LFS 02:1
12
12. LFS 02:2
13
13. LFS 03:1
14
14. LFS 03:2
15
15. LFS 04:1
16
16. LFS 04:2
17
17. LFS 05:1
18
18. LFS 05:2
19
19. LFS 06:1
20
20. LFS 06:2
21
21. LFS 07:1
22
22. LFS 07:2
23
23. QLFS 08:1
24
24. QLFS 08:2
25
25. QLFS 08:3
26
26. QLFS 08:4
27
27. QLFS 09:1
28
28. QLFS 09:2
29
29. QLFS 09:3
30
30. QLFS 09:4
31
31. QLFS 2010:1
32
32. QLFS 2010:2
33
33. QLFS 2010:3
34
34. QLFS 2010:4
35
35. QLFS 2011:1
36
36. QLFS 2011:2
37
37. QLFS 2011:3
38
38. QLFS 2011:4
39
39. QLFS 2012:1
40
40. QLFS 2012:2
41
41. QLFS 2012:3
42
42. QLFS 2012:4
43
43. QLFS 2013:1
44
44. QLFS 2013:2
45
45. QLFS 2013:3
46
46. QLFS 2013:4
47
47. QLFS 2014:1
48
48. QLFS 2014:2
49
49. QLFS 2014:3
50
50. QLFS 2014:4
51
51. QLFS 2015:1
52
52. QLFS 2015:2
53
53. QLFS 2015:3
54
54. QLFS 2015:4
55
55. QLFS 2016:1
56
56. QLFS 2016:2
57
57. QLFS 2016:3
58
58. QLFS 2016:4
59
59. QLFS 2017:1
60
60. QLFS 2017:2
61
61. QLFS 2017:3
62
62. QLFS 2017:4
63
63. QLFS 2018:1
64
64. QLFS 2018:2
65
65. QLFS 2018:3
66
66. QLFS 2018:4
67
67. QLFS 2019:1
68
68. QLFS 2019:2
Primary Sampling Unit number
Primary Sampling Unit number
Primary Sampling Unit number
Primary Sampling Unit number
Primary Sampling Unit number
6022547
1
1
984860250
59616366.293
stratum var to be used for svyset in Stata- group of stratum and wave
stratum var to be used for svyset in Stata- group of stratum and wave
stratum var to be used for svyset in Stata- group of stratum and wave
stratum var to be used for svyset in Stata- group of stratum and wave
stratum var to be used for svyset in Stata- group of stratum and wave
6022548
1
17380
6324.118
Province
Province
Province
Province
Province
6022548
5.13
1
1. Western Cape
2
2. Eastern Cape
3
3. Northern Cape
4
4. Free State
5
5. KwaZulu-Natal
6
6. North West
7
7. Gauteng
8
8. Mpumalanga
9
9. Limpopo (Northern Province)
Original Stats SA/PSLSD person weight
Original Stats SA/PSLSD person weight
Original Stats SA/PSLSD person weight
Original Stats SA/PSLSD person weight
Original Stats SA/PSLSD person weight
6022546
2
0.0743
53717.976
574.415
Cross Entropy weight: SSA 2019 midyear estimates
Cross Entropy weight: SSA 2019 midyear estimates
Cross Entropy weight: SSA 2019 midyear estimates
Cross Entropy weight: SSA 2019 midyear estimates
Cross Entropy weight: SSA 2019 midyear estimates
6022548
52818.533
580.892
Stats SA household weight
Stats SA household weight
Stats SA household weight
Stats SA household weight
Stats SA household weight
1372187
4650361
0.0545
21533.18
410.208
Area type, waves 0-15 (LFS 2004:1)
Area type, waves 0-15 (LFS 2004:1)
Area type, waves 0-15 (LFS 2004:1)
Area type, waves 0-15 (LFS 2004:1)
Area type, waves 0-15 (LFS 2004:1)
1573019
4449529
1.471
1
1. Urban
2
2. Non-urban (Rural)
Sysmiss
Population group
Population group
Population group
Population group
Population group
6021440
1108
1.366
1
1. African/Black
2
2. Coloured
3
3. Indian/Asian
4
4. White
5
5. Other
9
9. Unspecified
Sysmiss
Gender (1=Male 2=Female)
Gender (1=Male 2=Female)
Gender (1=Male 2=Female)
Gender (1=Male 2=Female)
Gender (1=Male 2=Female)
6022047
501
1.53
1
1. Male
2
2. Female
9
9. Unspecified
Sysmiss
Age
Age
Age
Age
Age
6020254
2294
28.022
-1
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
120
122
126
129
142
999
999. Unspecified
Sysmiss
Marital Status (consistent coding for all waves)
Marital Status (consistent coding for all waves)
Marital Status (consistent coding for all waves)
Marital Status (consistent coding for all waves)
Marital Status (consistent coding for all waves)
6021704
844
3.105
1
1. Married or living together as husband and wife
2
2. Widow/widower
3
3. Divorced or separated
4
4. Never married
9
9. Unspecified
Sysmiss
Highest education level, OHSs only
Highest education level, OHSs only
Highest education level, OHSs only
Highest education level, OHSs only
Highest education level, OHSs only
661405
5361143
8.114
0. No schooling
1
1. Grade 0
2
2. Grade 1
3
3. Grade 2
4
4. Grade 3
5
5. Grade 1/grade 2/grade 3 (OHS 94-95)
6
6. Grade 4
7
7. Grade 5
8
8. Grade 6
9
9. Grade 7
10
10. Grade 8
11
11. Grade 9
12
12. Grade 10
13
13. Grade 11
14
14. Grade 12
15
15. Grade 10/NTC I
16
16. Grade 11/NTC II
17
17. Grade 12/NTC III
18
18. NTC I
19
19. NTC II
20
20. NTC III
21
21. Certificate or diploma with less than grade 12
22
22. Certificate or diploma with grade 12
23
23. Undergraduate degree
24
24. Post-graduate degree
25
25. Degree (undergrad or postgrad)
26
26. Other
Sysmiss
Employment status, official
Employment status, official
Employment status, official
Employment status, official
Employment status, official
4107689
1914859
0.621
0. Not economically active
1
1. Employed
2
2. Unemployed
Sysmiss
Employment status, expanded
Employment status, expanded
Employment status, expanded
Employment status, expanded
Employment status, expanded
4107689
1914859
0.769
0. Not economically active
1
1. Employed
2
2. Unemployed
Sysmiss
Who does ... work for in main job (LFS only)
Who does ... work for in main job (LFS only)
Who does ... work for in main job (LFS only)
Who does ... work for in main job (LFS only)
Who does ... work for in main job (LFS only)
1104321
4918227
5.641
1
1. Working for someone else for pay
2
2. Working for one or more private households as a domestic employee
3
3. Working on his/her own or on a small household farm/plot
4
4. Working on his/her own or with a partner
5
5. Helping without pay in a household business
8
8. Not applicable
9
9. Unspecified
Sysmiss
Who does individual work for? (PSLSD+OHS only)
Who does individual work for? (PSLSD+OHS only)
Who does individual work for? (PSLSD+OHS only)
Who does individual work for? (PSLSD+OHS only)
Who does individual work for? (PSLSD+OHS only)
367194
5655354
1083.793
0. Not applicable /Missing
1
1. Someone else
2
2. Him-/herself
3
3. Someone else and him-/herself
8888
8888. Not applicable
Sysmiss
Number of regular workers at job, LFS
Number of regular workers at job, LFS
Number of regular workers at job, LFS
Number of regular workers at job, LFS
Number of regular workers at job, LFS
1104321
4918227
6.371
1
1. 1
2
2. 2-4
3
3. 5-9
4
4. 10-19
5
5. 20 - 49
6
6. 50 or more
7
7. Don't know
8
8. Not applicable
9
9. Unspecified
Sysmiss
Month started working for employer, LFS+QLFS only
Month started working for employer, LFS+QLFS only
Month started working for employer, LFS+QLFS only
Month started working for employer, LFS+QLFS only
Month started working for employer, LFS+QLFS only
3619468
2403080
58.851
1
1. January
2
2. February
3
3. March
4
4. April
5
5. May
6
6. June
7
7. July
8
8. August
9
9. September
10
10. October
11
11. November
12
12. December
88
88. Not applicable
99
99. Unspecified
Sysmiss
Year started working for employer, LFS+QLFS only
Year started working for employer, LFS+QLFS only
Year started working for employer, LFS+QLFS only
Year started working for employer, LFS+QLFS only
Year started working for employer, LFS+QLFS only
3544810
2477738
6472.517
1927
1931
1932
1933
1934
1935
1936
1937
1938
1939
1940
1941
1942
1943
1944
1945
1946
1947
1948
1949
1950
1951
1952
1953
1954
1955
1956
1957
1958
1959
1960
1961
1962
1963
1964
1965
1966
1967
1968
1969
1970
1971
1972
1973
1974
1975
1976
1977
1978
1979
1980
1981
1982
1983
1984
1985
1986
1987
1988
1989
1990
1991
1992
1993
1994
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
2010
2011
2012
2013
2014
2015
2016
2017
2018
2019
8888
8888. Not applicable
9999
9999. Unspecified
Sysmiss
Individual considers the business they operate formal (OHS only)
Individual considers the business they operate formal (OHS only)
Individual considers the business they operate formal (OHS only)
Individual considers the business they operate formal (OHS only)
Individual considers the business they operate formal (OHS only)
22421
6000127
1.734
0. Missing/Not applicable
1
1. Yes, formal
2
2. No, informal
8888
8888. Not applicable/missing
Sysmiss
Business operated by the individual is registered for VAT (OHS only)
Business operated by the individual is registered for VAT (OHS only)
Business operated by the individual is registered for VAT (OHS only)
Business operated by the individual is registered for VAT (OHS only)
Business operated by the individual is registered for VAT (OHS only)
17147
6005401
1.691
0. Missing/Not applicable
1
1. Yes
2
2. No
3
3. Don't know
8888
8888. Not applicable/missing
Sysmiss
Number of paid employees in own enterprise (OHS only)
Number of paid employees in own enterprise (OHS only)
Number of paid employees in own enterprise (OHS only)
Number of paid employees in own enterprise (OHS only)
Number of paid employees in own enterprise (OHS only)
23228
5999320
2000
2.205
Number of unpaid employees in own enterprise (OHS only)
Number of unpaid employees in own enterprise (OHS only)
Number of unpaid employees in own enterprise (OHS only)
Number of unpaid employees in own enterprise (OHS only)
Number of unpaid employees in own enterprise (OHS only)
22117
6000431
1000
0.263
Employee considers the enterprise they work for formal (OHS only)
Employee considers the enterprise they work for formal (OHS only)
Employee considers the enterprise they work for formal (OHS only)
Employee considers the enterprise they work for formal (OHS only)
Employee considers the enterprise they work for formal (OHS only)
62138
5960410
1.171
0. Missing/Don't know
1
1. Yes/ formal
2
2. No/ informal (including domestic work)
8888
8888. Not applicable
Sysmiss
LFS variable for wage/self/domestic: business is formal, registered
LFS variable for wage/self/domestic: business is formal, registered
LFS variable for wage/self/domestic: business is formal, registered
LFS variable for wage/self/domestic: business is formal, registered
LFS variable for wage/self/domestic: business is formal, registered
1104321
4918227
5.514
1
1. In the formal sector
2
2. In the informal sector (including domestic work)
3
3. Don’t know
8
8. Not applicable
9
9. Unspecified
Sysmiss
Business registered for VAT, all in LFS, only self-emp in QLFS
Business registered for VAT, all in LFS, only self-emp in QLFS
Business registered for VAT, all in LFS, only self-emp in QLFS
Business registered for VAT, all in LFS, only self-emp in QLFS
Business registered for VAT, all in LFS, only self-emp in QLFS
3169967
2852581
1.861
1
1. Yes
2
2. No
3
3. Don't know
8
8. Not applicable
9
9. Unspecified
Sysmiss
Industry of employment, short code
Industry of employment, short code
Industry of employment, short code
Industry of employment, short code
Industry of employment, short code
1513919
4508629
6.412
1
1. Agriculture, hunting, forestry and fishing
2
2. Mining and quarrying
3
3. Manufacturing
4
4. Utilities
5
5. Construction
6
6. Trade
7
7. Transport
8
8. Finance
9
9. Services
10
10. Domestic Services
11
99
Sysmiss
3 digit industry SIC code, OHS 99+LFS
3 digit industry SIC code, OHS 99+LFS
3 digit industry SIC code, OHS 99+LFS
3 digit industry SIC code, OHS 99+LFS
3 digit industry SIC code, OHS 99+LFS
1175313
4847235
1072.781
0. Invalid Code
10
10. Private Households With Employed Persons
13
14
15
20
20. Exterritorial Organisations
25
30
30. Representatives Of Foreign Governments
34
40
41
43
46
50
60
60. Not Elsewhere Classified
62
80
86
90
90. Other Activities Not Adequately Defined
110
110. Growing Of Crops
111
111. Growing Of Grains (Eg. Maize, Wheat, Barley Etc.), Oil Seeds (Eg. Sunflowers) And Ground Nuts (Eg. Peanuts)
112
112. Growing Of Vegetables
113
113. Growing Of Other Horticultural Specialities And Nursery Products
114
114. Growing Of Fruit
115
115. Growing Of Vineyards
116
116. Growing Sugar Cane
117
117. Growing Of Cotton
118
118. Growing Of Other Crops (Eg. Spices) / Unspesified (Where No Other Details Are Given)
120
120. Farming Of Animals
121
121. Animals For Meat, Including Breeding But Excluding Chicken, Game Or Horses
122
122. Chickens, Including Breeding And Slaughtering
123
123. Horses
124
124. Dairy Farming, Including Milk Etc.
125
125. Sheep
126
126. Ostrich
127
127. Goats
128
128. Farming With Animals, Unspecified (Ie Where No Other Details Are Available)
129
129. Other Animal Farming: Production Of Animal Products Nec.
130
130. Production Of Organic Fertilizer
131
132
140
140. Forestry, Logging And Related Services
141
141. Forestry And Related Services
142
142. Logging And Related Services
150
150. Fishing, Operational Of Fish Hatcheries And Fish Farms
151
151. Ocean And Coastal Fishing
152
152. Rivers And Dams (Ie. Inland Fishing)
153
153. Fish Hatcheries And Fish Farms
160
160. Growing Of Crops Combined With Farming Of Animals
170
170. Agricultural And Animal Husbandry Services,
171
171. Animal Boarding Activities Without Health Care
172
172. Pest Control In Connection With Agriculture
173
173. Farm Development, Orchards And Field Preparation
174
174. Providing Agricultural Machinery With Drivers And Crew
175
175. Harvesting And Related Activities Such As The Preparation Of The Crop For Pramary Markets By Cleaning,
176
176. Landscaping Gardening And Planning And Design In Connection With Planting, Sticking, Trimming,
177
177. Artificial Insemination, Herd Testing
178
178. Manure Gathering, Sheep Dipping And Sheering, Egg Cleaning And Grading
180
180. Game Hunting, Trapping And Game Propagation, Iincluding
181
181. Game Propagation
182
182. Hunting And Trapping, Including Related Services
183
183. Game Breeding
190
190. Farming, Unspecified
201
210
210. Mining Of Coal And Lignite
221
221. Extraction Of Crude Petroleum And Natural Gas;
230
230. Mining Of Gold And Uranium Ore
240
240. Mining Of Metal Ores
241
241. Mining Of Iron Ore
242
242. Mining Of Non-Ferrous Metal Ores
250
250. Other Mining And Quarrying
251
251. Stone Quarrying, Clay And Sandpits
252
252. Mining Of Diamonds (Inclu-Ding Alluvial Diamonds)
253
253. Mining And Quarrying N.E.C.
290
290. Service Activities Incidental To Mining Of Minerals
300
300. Manufacture Of Food Products, Beverages And Tobacco Products
301
301. Production, Processing And Preservation Of Meat, Fish, Fruit, Vegetables,
302
302. Manufacture Of Dairy Products
303
303. Manufacture Of Grain Mill Products, Starches And Starch Products And
304
304. Manufacture Of Other Food Products
305
305. Manufacture Of Beverages
306
306. Manufacture Of Tobacco Products
309
310
310. Manufacture Of Textiles, Clothing And Leather Goods
311
311. Spinning, Weaving And Finishing Of Textiles
312
312. Manufacture Of Other Textiles
313
313. Manufacture Of Knitted And Crocheted Fabrics And Articles
314
314. Manufacture Of Wearing Apparel, Except Fur Apparel
315
315. Dressing And Dyeing Of Fur; Manufacture Of Articles Of Fur
316
316. Tanning And Dressing Of Leather; Manufacture Of Luggage, Handbag,
317
317. Manufacture Of Footwear
320
320. Manufacture Of Wood And Of Products Of Wood And Cork, Except
321
321. Sawmilling And Planing Of Wood
322
322. Manufacture Of Products Of Wood, Cork, Straw And
323
323. Manufacture Of Paper And Paper Products
324
324. Publishing
325
325. Printing And Service Activities Related To Printing
326
326. Reproduction Of Recorded Media
330
330. Manufacture Of Coke, Refined Petroleum Products And Nuclear Fuel;
331
331. Manufacture Of Coke Oven Products
332
332. Petroleum Refineries / Synthesisers
333
333. Processing Of Nuclear Fuel
334
334. Manufacture Of Basic Chemicals
335
335. Manufacture Of Other Chemical Products
336
336. Manufacture Of Manmade Fibres
337
337. Manufacture Of Rubber Products
338
338. Manufacture Of Plastic Products
340
340. Manufacture Of Other Non-Metallic Mineral Products
341
341. Manufacture Of Glass And Glass Products
342
342. Manufacture Of Non-Metallic Mineral Products N.E.C
350
350. Manufacture Of Basic Metals, Fabricated Metal Products Machinery And
351
351. Manufacture Of Basic Iron And Steel
352
352. Manufacture Of Basic Precious And Non-Ferrous Metals
353
353. Casting Of Metals
354
354. Manufacture Of Structural Metal Products, Tanks, Reservoirs And
355
355. Manufacture Of Other Fabricated Metal Products; Metalwork Service
356
356. Manufacture Of General Purpose Machinery
357
357. Manufacture Of Special Purpose Machinery
358
358. Manufacture Of Household Appliances N.E.C.
359
359. Manufacture Of Office, Accounting And Computing Machinery
360
360. Manufacture Of Electrical Machinery And Apparatus N.E.C.
361
361. Manufacture Of Electric Motors, Generators And Transformers
362
362. Manufacture Of Electricity Distribution And Control Apparatus
363
363. Manufacture Of Insulated Wire And Cable
364
364. Manufacture Of Accumulators, Primary Cells And Primary Batteries
365
365. Manufacture Of Electric Lamps And Lighting Equipment
366
366. Manufacture Of Other Electrical Equipment N.E.C.
370
370. Manufacture Of Radio, Television And Communication Equipment And
371
371. Manufacture Of Electronic Valves And Tubes And Other Electronic
372
372. Manufacture Of Television And Radio Transmitters And Apparatus For
373
373. Manufacture Of Television And Radio Receivers, Sound Or Video Recording
374
374. Manufacture Of Medical Appliances And Instruments And Appliances For
375
375. Manufacture Of Optical Instruments And Photographic Equipment
376
376. Manufacture Of Watches And Clocks
380
380. Manufacture Of Transport Equipment
381
381. Manufacture Of Motor Vehicles
382
382. Manufacture Of Bodies (Coachwork) For Motor Vehicles;
383
383. Manufacture Of Parts And Accessories For Motor
384
384. Building And Repairing Of Ships And Boats
385
385. Manufacture Of Railway And Tramway Locomotives And
386
386. Manufacture Of Aircraft And Spacecraft
387
387. Manufacture Of Transport Equipment N.E.C.
390
390. Manufacture Of Furniture; Manufacturing N.E.C.;
391
391. Manufacture Of Furniture
392
392. Manufacturing N.E.C.
395
395. Recycling N.E.C.
410
410. Electricity, Gas, Steam And Hot Water Supply
411
411. Production, Collection And Distribution Of Electricity
412
412. Manufacture Of Gas; Distribution Of Gaseous Fuels Through Mains
413
413. Steam And Hot Water Supply
420
420. Collection, Purification And Distribution Of Water
463
500
500. Construction
501
501. Site Preparation
502
502. Building Of Complete Constructions Or Parts Thereof; Civil Engineering
503
503. Building Installation
504
504. Building Completion
505
505. Renting Of Construction Of Demolition Equipment With Operators
507
610
610. Wholesale And Commission Trade, Except Of Motor Vehicles And Motor
611
611. Wholesale Trade On A Fee Or Contract Basis
612
612. Wholesale Trade In Agricultural Raw Materials, Livestock, Food,
613
613. Wholesale Trade In House-Hold Goods
614
614. Wholesale Trade In Non-Agricultural Intermediate Products, Waste
615
615. Wholesale Trade In Machinery, Equipment And Supplies
619
619. Other Wholesale Trade
620
620. Retail Trade, Except Of Motor Vehicles And Motor Cycles; Repair Of
621
621. Non-Specialised Retail Trade In Stores
622
622. Retail Trade In Food, Beverages And Tobacco In Specialised Stores
623
623. Other Retail Trade In New Goods In Specialised Stores
624
624. Retail Trade In Second-Hand Goods In Stores
625
625. Retail Trade Not In Stores
626
626. Repair Of Personal And Household Goods
630
630. Sale, Maintenance And Repair Of Motor Vehicles And Motor Cycles;
631
631. Sale Of Motor Vehicles
632
632. Maintenance And Re-Pair Of Motor Vehicles
633
633. Sale Of Motor Vehicle Parts And Accessories
634
634. Sale, Maintenance And Repair Of Motor Cycles And Related Parts And
635
635. Retail Sale Of Automotive Fuel
640
640. Hotels And Restaurants
641
641. Hotels, Camping Sites And Other Provision Of Short Stay
642
642. Restaurants, Bars And Canteens
643
643. Shebeen
672
673
675
710
710. Land Transport; Transport Via Pipelines
711
711. Railway Transport
712
712. Other Land Transport
713
713. Transport Via Pipelines
714
717
720
720. Water Transport
721
721. Sea And Coastal Water Transport
722
722. Inland Water Transport
730
730. Air Transport
741
741. Supporting And Auxiliary Transport Activities; Activities Of Travel
750
750. Post And Telecommunication
751
751. Postal And Related Courier Activities
752
752. Telecommunication
810
810. Financial Intermediation, Except Insurance And Pension Funding
811
811. Monetary Intermediation
818
818. Cash Loans
819
819. Other Financial Intermediation N.E.C.
820
821
821. Insurance And Pension Funding, Except Compulsory Social Security
830
830. Activities Auxiliary To Financial Intermediation
831
831. Activities Auxiliary To Financial Intermediation, Except Insurance And
832
832. Activities Auxiliary To Insurance And Pension Funding
840
840. Real Estate Activities
841
841. Real Estate Activities With Own Or Leased Property
842
842. Real Estate Activities On A Fee Or Contract Basis
850
850. Renting Of Machinery And Equipment, Without Operator And Of Personal
851
851. Renting Of Transport Equipment
852
852. Renting Of Other Machinery And Equipment
853
853. Renting Of Personal And Household Goods N.E.C.
860
860. Computer And Related Activities
861
861. Hardware Consultancy
862
862. Software Consultancy And Supply
863
863. Data Processing
864
864. Data Base Activities
865
865. Maintenance And Repair Of Office, Accounting And Computing
869
869. Other Computer Related Activities
870
870. Research And Development
871
871. Research And Experimental Development On Natural Sciences And
872
872. Research And Experimental Develop-Ment On Social Sciences And
880
880. Other Business Activities
881
881. Legal, Accounting, Bookkeeping And Auditing Activities;
882
882. Architectural, Engineering And Other Technical Activities
883
883. Advertising
888
888. Not applicable
889
889. Business Activities N.E.C.
910
910. Public Administration And Defence Activities
911
911. Central Government Activi-Ties
912
912. Regional Services Council Activities
913
913. Local Authority Activities
914
914. Provincial Administrations
915
915. S A Defence Force
916
916. S A Police Service
917
917. Correctional Service
919
920
920. Education
923
930
930. Health And Social Work
931
931. Human Health Activities
932
932. Veterinary Activities
933
933. Social Work Activities
940
940. Other Community, Social And Personal Service Activities
941
950
950. Activities Of Membership Organisations N.E.C.
951
951. Activities Of Business, Employers And Professional Organisations
952
952. Activities Of Trade Unions
959
959. Activities Of Other Member-Ship Organisations
960
960. Recreational, Cultural And Sporting Activities
961
961. Motion Picture, Radio, Television And Other Entertainment
962
962. News Agency Activities
963
963. Library, Archives, Museums And Other Cultural Activities
964
964. Sporting And Other Recreational Activities
970
971
988
988. Begging
990
990. Other Service Activities
998
999
999. Unspecified
8888
8888. Not applicable
9999
9999. Unspecified
Sysmiss
3 digit industry SIC code OHS96-98 +QLFS
3 digit industry SIC code OHS96-98 +QLFS
3 digit industry SIC code OHS96-98 +QLFS
3 digit industry SIC code OHS96-98 +QLFS
3 digit industry SIC code OHS96-98 +QLFS
2574838
3447710
837.438
10
10. Private Households With Employed Persons
20
20. Exterritorial Organisations
30
30. Representatives Of Foreign Governments
60
60. Not Elsewhere Classified
62
90
90. Other Activities Not Adequately Defined
110
110. Agriculture, Hunting, Forestry And Fishing
111
111. Growing Of Crops
112
112. Farming Of Animals
113
113. Growing Of Crops Combined With Farming Of Animals(Mixed Farming)
114
114. Agricultural And Animal Husbandry Services, Except Veterinary Activities
115
115. Game Hunting, Trapping And Game Propagation, Including Related Services
116
116. Production Of Organic Fertilizer
120
120. Forestry, Logging And Related Services
121
121. Forestry And Related Services
122
122. Logging And Related Services
130
130. Fishing, Operational Of Fish Hatcheries And Fish Farms
131
131. Ocean And Coastal Fishing
132
132. Fish Hatcheries And Fish Farms
202
210
210. Mining Of Coal And Lignite
212
221
221. Extraction Of Crude Petroleum And Natural Gas; Service Activities Incidental To Oil And Gas Extraction, Excluding Surveying
230
230. Mining Of Gold And Uranium Ore
232
236
240
240. Mining Of Metal Ores
241
241. Mining Of Iron Ore
242
242. Mining Of Non-Ferrous Metal Ores
250
250. Other Mining And Quarrying
251
251. Stone Quarrying, Clay And Sandpits
252
252. Mining Of Diamonds (Including Alluvial Diamonds)
253
253. Mining And Quarrying N.E.C.
261
262
280
281
290
290. Service Activities Incidental To Mining Of Minerals
300
300. Manufacture Of Food Products, Beverages And Tobacco Products
301
301. Production, Processing And Preservation Of Meat, Fish, Fruit, Vegetables, Oils And Fats
302
302. Manufacture Of Dairy Products
303
303. Manufacture Of Grain Mill Products, Starches And Starch Products And Prepared Animal Feeds
304
304. Manufacture Of Other Food Products
305
305. Manufacture Of Beverages
306
306. Manufacture Of Tobacco Products
308
310
310. Manufacture Of Textiles, Clothing And Leather Goods
311
311. Spinning, Weaving And Finishing Of Textiles
312
312. Manufacture Of Other Textiles
313
313. Manufacture Of Knitted And Crocheted Fabrics And Articles
314
314. Manufacture Of Wearing Apparel, Except Fur Apparel
315
315. Dressing And Dyeing Of Fur; Manufacture Of Articles Of Fur
316
316. Tanning And Dressing Of Leather; Manufacture Of Luggage, Handbag,
317
317. Manufacture Of Footwear
318
320
320. Manufacture Of Wood And Of Products Of Wood And Cork, Except
321
321. Sawmilling And Planing Of Wood
322
322. Manufacture Of Products Of Wood, Cork, Straw And Plaiting Material
323
323. Manufacture Of Paper And Paper Products
324
324. Publishing
325
325. Printing And Service Activities Related To Printing
326
326. Reproduction Of Recorded Media
328
330
330. Manufacture Of Coke, Refined Petroleum Products And Nuclear Fuel; Manufacture Of Chemicals And Chemical Products; Manufacture Ofrubber And Plastic Products
331
331. Manufacture Of Coke Oven Products
332
332. Petroleum Refineries / Synthesisers
333
333. Processing Of Nuclear Fuel
334
334. Manufacture Of Basic Chemicals
335
335. Manufacture Of Other Chemical Products
336
336. Manufacture Of Manmade Fibers
337
337. Manufacture Of Rubber Products
338
338. Manufacture Of Plastic Products
340
340. Manufacture Of Other Non-Metallic Mineral Products
341
341. Manufacture Of Glass And Glass Products
342
342. Manufacture Of Non-Metallic Mineral Products N.E.C.
350
350. Manufacture Of Basic Metals, Fabricated Metal Products Machinery And Equipment And Of Office, Accounting And Computing Machinery
351
351. Manufacture Of Basic Iron And Steel
352
352. Manufacture Of Basic Precious And Non-Ferrous Metals
353
353. Casting Of Metals
354
354. Manufacture Of Structural Metal Products, Tanks, Reservoirs And Steam Generators
355
355. Manufacture Of Other Fabricated Metal Products; Metalwork Service Activities
356
356. Manufacture Of General Purpose Machinery
357
357. Manufacture Of Special Purpose Machinery
358
358. Manufacture Of Household Appliances N.E.C.
359
359. Manufacture Of Office, Accounting And Computing Machinery
360
360. Manufacture Of Electrical Machinery And Apparatus N.E.C.
361
361. Manufacture Of Electric Motors, Generators And Transformers
362
362. Manufacture Of Electricity Distribution And Control Apparatus
363
363. Manufacture Of Insulated Wire And Cable
364
364. Manufacture Of Accumulators, Primary Cells And Primary Batteries
365
365. Manufacture Of Electric Lamps And Lighting Equipment
366
366. Manufacture Of Other Electrical Equipment N.E.C.
370
370. Manufacture Of Radio, Television And Communication Equipment And Apparatus And Of Medical, Precision And Optical Instruments,Watches And Clocks
371
371. Manufacture Of Electronic Valves And Tubes And Other Electronic Components
372
372. Manufacture Of Television And Radio Transmitters And Apparatus For Line Telephony And Line Telegraphy
373
373. Manufacture Of Television And Radio Receivers, Sound Or Video Recording Or Reproducing Apparatus And Associated Goods
374
374. Manufacture Of Medical Appliances And Instruments And Appliances For Measuring, Checking, Testing, Navigating And For Other Purposes Except Optical Instruments
375
375. Manufacture Of Optical Instruments And Photographic Equipment
376
376. Manufacture Of Watches And Clocks
380
380. Manufacture Of Transport Equipment
381
381. Manufacture Of Motor Vehicles
382
382. Manufacture Of Bodies (Coachwork) For Motor Vehicles;
383
383. Manufacture Of Parts And Accessories For Motor Vehicles And Their Engines
384
384. Building And Repairing Of Ships And Boats
385
385. Manufacture Of Railway And Tramway Locomotives And Rolling Stock
386
386. Manufacture Of Aircraft And Spacecraft
387
387. Manufacture Of Transport Equipment N.E.C.
388
389
390
390. Manufacture Of Furniture; Manufacturing N.E.C.; Recycling
391
391. Manufacture Of Furniture
392
392. Manufacturing N.E.C...
395
395. Recycling N.E.C.
410
410. Electricity, Gas, Steam And Hot Water Supply
411
411. Production, Collection And Distribution Of Electricity
412
412. Manufacture Of Gas; Distribution Of Gaseous Fuels Through Mains
413
413. Steam And Hot Water Supply
420
420. Collection, Purification And Distribution Of Water
421
422
432
500
500. Construction
501
501. Site Preparation
502
502. Building Of Complete Constructions Or Parts Thereof; Civil Engineering
503
503. Building Installation
504
504. Building Completion
505
505. Renting Of Construction Of Demolition Equipment With Operators
511
516
520
521
563
581
610
610. Wholesale And Commission Trade, Except Of Motor Vehicles And Motor
611
611. Wholesale Trade On A Fee Or Contract Basis
612
612. Wholesale Trade In Agricultural Raw Materials, Livestock, Food, Beverages And Tobacco
613
613. Wholesale Trade In House-Hold Goods
614
614. Wholesale Trade In Non-Agricultural Intermediate Products, Waste And Scrap
615
615. Wholesale Trade In Machinery, Equipment And Supplies
619
619. Other Wholesale Trade
620
620. Retail Trade, Except Of Motor Vehicles And Motor Cycles; Repair Of Personal And Household Goods
621
621. Non-Specialised Retail Trade In Stores
622
622. Retail Trade In Food, Beverages And Tobacco In Specialised Stores
623
623. Other Retail Trade In New Goods In Specialised Stores
624
624. Retail Trade In Second-Hand Goods In Stores
625
625. Retail Trade Not In Stores
626
626. Repair Of Personal And Household Goods
627
630
630. Sale, Maintenance And Repair Of Motor Vehicles And Motor Cycles; Retail Trade In Automotive Fuel
631
631. Sale Of Motor Vehicles
632
632. Maintenance And Re-Pair Of Motor Vehicles
633
633. Sale Of Motor Vehicle Parts And Accessories
634
634. Sale, Maintenance And Repair Of Motor Cycles And Related Parts And Accessories
635
635. Retail Sale Of Automotive Fuel
636
639
640
640. Hotels And Restaurants
641
641. Hotels, Camping Sites And Other Provision Of Short Stay Accommodation
642
642. Restaurants, Bars And Canteens
643
643. Shebeen
646
650
673
690
710
710. Land Transport; Transport Via Pipelines
711
711. Railway Transport
712
712. Other Land Transport
713
713. Transport Via Pipelines
714
720
720. Water Transport
721
721. Sea And Coastal Water Transport
722
722. Inland Water Transport
723
730
730. Air Transport
731
741
741. Supporting And Auxiliary Transport Activities; Activities Of Travel Agencies
750
750. Post And Telecommunication
751
751. Postal And Related Courier Activities
752
752. Telecommunication
803
810
810. Financial Intermediation, Except Insurance And Pension Funding
811
811. Monetary Intermediation
816
818
818. Cash Loans
819
819. Other Financial Intermediation N.E.C.
820
821
821. Insurance And Pension Funding, Except Compulsory Social Security
822
830
830. Activities Auxiliary To Financial Intermediation
831
831. Activities Auxiliary To Financial Intermediation, Except Insurance And Pension Funding
832
832. Activities Auxiliary To Insurance And Pension Funding
833
840
840. Real Estate Activities
841
841. Real Estate Activities With Own Or Leased Property
842
842. Real Estate Activities On A Fee Or Contract Basis
850
850. Renting Of Machinery And Equipment, Without Operator And Of Personal And Household Goods
851
851. Renting Of Transport Equipment
852
852. Renting Of Other Machinery And Equipment
853
853. Renting Of Personal And Household Goods N.E.C.
860
860. Computer And Related Activities
861
861. Hardware Consultancy
862
862. Software Consultancy And Supply
863
863. Data Processing
864
864. Data Base Activities
865
865. Maintenance And Repair Of Office, Accounting And Computing Machinery
869
869. Other Computer Related Activities
870
870. Research And Development
871
871. Research And Experimental Development On Natural Sciences And Engineering
872
872. Research And Experimental Develop-Ment On Social Sciences And Humanities
880
880. Other Business Activities
881
881. Legal, Accounting, Bookkeeping And Auditing Activities; Tax Consultancy; Market Research And Public Pinion Research; Business And Management Consultancy
882
882. Architectural, Engineering And Other Technical Activities
883
883. Advertising
884
887
889
889. Business Activities N.E.C.
900
905
910
910. Public Administration And Defence Activities
911
911. Central Government Activities
912
912. Regional Services Council Activities
913
913. Local Authority Activities
914
914. Provincial Administrations
915
915. S A Defense Force
916
916. S A Police Service
917
917. Correctional Service
918
919
920
920. Education
922
923
928
930
930. Health And Social Work
931
931. Human Health Activities
932
932. Veterinary Activities
933
933. Social Work Activities
937
939
940
940. Other Community, Social And Personal Service Activities
950
950. Activities Of Membership Organisations N.E.C.
951
951. Activities Of Business, Employers And Professional Organisations
952
952. Activities Of Trade Unions
957
959
959. Activities Of Other Member-Ship Organizations
960
960. Recreational, Cultural And Sporting Activities
961
961. Motion Picture, Radio, Television And Other Entertainment Activities
962
962. News Agency Activities
963
963. Library, Archives, Museums And Other Cultural Activities
964
964. Sporting And Other Recreational Activities
970
988
988. Begging
990
990. Other Service Activities
999
999. Unspecified
Sysmiss
2 digit Industry, OHS 94+95
2 digit Industry, OHS 94+95
2 digit Industry, OHS 94+95
2 digit Industry, OHS 94+95
2 digit Industry, OHS 94+95
207254
5815294
8.31
1
1. Agriculture
2
2. Forestry
3
3. Fishing
4
4. Coal Mining
5
5. Petrol and Gas extraction
6
6. Gold/Uranium Mining
7
7. Other metals mining
8
8. Other Mining and Quarrying
9
9. Services incidental to mining
10
10. Food manufacturing
11
11. Clothing&Textiles manufacturing
12
12. Wood products manufacturing
13
13. Petroleum products manufacturing
14
14. Non-metallic manufacturing
15
15. Basic metals manufacturing
16
16. Electrical machinery manufacturing
17
17. Radio+TV manufacturing
18
18. Transport Equipment manufacturing
19
19. Furniture+other manufacturing
20
20. Electricity+gas supply
21
21. Water distribution+purification
22
22. Construction
23
23. Wholsale trade
24
24. Retail Trade
25
25. Sale+repair of Motor vehiles
26
26. Hotels+restaurants
27
27. Land transport
28
28. Water transport
29
29. Air transport
30
30. Supporting transport
31
31. Post+ telecoms
32
32. Financial intermediation
33
33. Insurance+pensions
34
34. Auxiliary Financial intermediation
35
35. Real estate
36
36. Rental of equipment
37
37. Computer related activities
38
38. Research+Development
39
39. Other business activities
40
40. Public administration+Defense
41
41. Education
42
42. Health+Social work
43
43. Community service
44
44. Membership organisation activities
45
45. Cultural activities
46
46. Sporting activities
47
47. Other service activities
48
48. Private households
49
49. Other activities
50
50. Unspecified
Sysmiss
Occupation of main job, short code
Occupation of main job, short code
Occupation of main job, short code
Occupation of main job, short code
Occupation of main job, short code
1513663
4508885
6.236
1
1. Legislators, senior officials and managers
2
2. Professionals
3
3. Technical and associate professionals
4
4. Clerks
5
5. Service workers and shop and market sales workers
6
6. Skilled agricultural and fishery workers
7
7. Craft and related trades workers
8
8. Plant and machine operators and assemblers
9
9. Elementary Occupation
10
10. Domestic workers
11
88
88. Not applicable
91
91. Occupation not elsewhere defined
97
97. Occupation not adequately defined
99
99. Occupation not elsewhere defined, Unspecified
Sysmiss
4 digit occ code OHS 96-LFS 2002:1
4 digit occ code OHS 96-LFS 2002:1
4 digit occ code OHS 96-LFS 2002:1
4 digit occ code OHS 96-LFS 2002:1
4 digit occ code OHS 96-LFS 2002:1
515463
5507085
7783.011
810
820
830
840
850
1110
1111
1120
1129
1130
1131
1141
1142
1143
1190
1210
1211
1213
1220
1221
1222
1223
1224
1225
1226
1227
1228
1229
1231
1232
1233
1234
1235
1236
1237
1239
1290
1311
1312
1313
1314
1315
1316
1317
1318
1340
1390
1436
1500
2111
2112
2113
2114
2121
2122
2131
2132
2139
2141
2142
2143
2144
2145
2146
2147
2148
2149
2159
2190
2210
2211
2212
2213
2220
2221
2222
2223
2224
2230
2310
2320
2321
2330
2331
2332
2340
2351
2352
2390
2395
2411
2412
2419
2421
2422
2429
2431
2432
2440
2441
2442
2443
2444
2445
2446
2449
2451
2452
2453
2454
2455
2460
2490
2930
3020
3111
3112
3113
3114
3115
3116
3117
3118
3119
3121
3122
3123
3131
3132
3133
3137
3139
3141
3142
3143
3144
3145
3149
3151
3152
3153
3163
3169
3190
3210
3211
3212
3213
3220
3221
3222
3223
3224
3225
3226
3227
3228
3229
3230
3231
3232
3241
3242
3243
3275
3290
3291
3300
3310
3312
3320
3325
3330
3340
3390
3391
3400
3411
3412
3413
3414
3415
3416
3417
3419
3420
3421
3422
3423
3429
3430
3431
3432
3433
3434
3439
3441
3442
3443
3444
3445
3449
3450
3451
3460
3471
3472
3473
3474
3475
3479
3480
3490
3491
3500
3520
4090
4111
4112
4113
4114
4115
4121
4122
4131
4132
4133
4137
4141
4142
4143
4144
4172
4175
4190
4191
4196
4197
4211
4212
4213
4214
4215
4220
4221
4222
4223
4271
4290
4333
4433
4719
4721
5111
5112
5113
5121
5122
5123
5124
5125
5126
5131
5132
5133
5139
5141
5142
5143
5147
5149
5151
5152
5160
5161
5162
5163
5167
5169
5190
5200
5210
5211
5213
5220
5222
5226
5230
5231
5291
5300
5321
5324
5520
5699
5700
5722
5725
5731
5762
5769
5820
6111
6112
6113
6114
6121
6122
6123
6124
6129
6130
6141
6142
6151
6152
6153
6154
6156
6162
6190
6210
6713
6840
7111
7112
7113
7120
7121
7122
7123
7124
7129
7131
7132
7133
7134
7135
7136
7137
7141
7142
7143
7151
7190
7200
7211
7212
7213
7214
7215
7216
7219
7221
7222
7223
7224
7230
7231
7232
7233
7240
7241
7242
7243
7244
7245
7290
7311
7312
7313
7321
7322
7323
7324
7331
7332
7341
7342
7343
7344
7345
7346
7383
7390
7400
7411
7412
7413
7414
7415
7416
7419
7421
7422
7423
7424
7426
7430
7431
7432
7433
7434
7435
7436
7437
7441
7442
7472
7490
7491
7492
7721
7742
8111
8112
8113
8121
8122
8123
8124
8130
8131
8139
8141
8142
8143
8151
8152
8153
8154
8155
8159
8161
8162
8163
8171
8172
8177
8190
8200
8211
8212
8220
8221
8222
8223
8224
8229
8231
8232
8233
8234
8236
8240
8251
8252
8253
8260
8261
8262
8263
8264
8265
8266
8269
8270
8271
8272
8273
8274
8275
8276
8277
8278
8279
8281
8282
8283
8284
8285
8286
8290
8311
8312
8321
8322
8323
8324
8325
8331
8332
8333
8334
8340
8372
8384
8390
8410
8424
8429
8888
8888. Not applicable
9111
9112
9113
9114
9120
9121
9122
9126
9130
9131
9132
9133
9134
9136
9137
9141
9142
9151
9152
9153
9157
9161
9162
9163
9164
9169
9190
9193
9211
9212
9213
9214
9219
9221
9290
9311
9312
9313
9320
9321
9322
9323
9324
9331
9332
9333
9339
9342
9355
9362
9390
9998
9999
9999. Unspecified
Sysmiss
3 digit occupation code, OHS 94+95
3 digit occupation code, OHS 94+95
3 digit occupation code, OHS 94+95
3 digit occupation code, OHS 94+95
3 digit occupation code, OHS 94+95
207254
5815294
934
193.571
4 digit occ code LFS 2002:2 onwards
4 digit occ code LFS 2002:2 onwards
4 digit occ code LFS 2002:2 onwards
4 digit occ code LFS 2002:2 onwards
4 digit occ code LFS 2002:2 onwards
3234662
2787886
850
9999
8455.324
Member of trade union, PSLSD, OHS+LFS+QLFS 2012 onwards only
Member of trade union, PSLSD, OHS+LFS+QLFS 2012 onwards only
Member of trade union, PSLSD, OHS+LFS+QLFS 2012 onwards only
Member of trade union, PSLSD, OHS+LFS+QLFS 2012 onwards only
Member of trade union, PSLSD, OHS+LFS+QLFS 2012 onwards only
2012049
4010499
0.926
1
1. Yes
2
2. No
3
3. Don't know
8
8. Not applicable
9
9. Unspecified
Sysmiss
Dummy: Employed by govt/public enterprise, PSLSD,LFS+QLFS only
Dummy: Employed by govt/public enterprise, PSLSD,LFS+QLFS only
Dummy: Employed by govt/public enterprise, PSLSD,LFS+QLFS only
Dummy: Employed by govt/public enterprise, PSLSD,LFS+QLFS only
Dummy: Employed by govt/public enterprise, PSLSD,LFS+QLFS only
1360130
4662418
0.176
1
Sysmiss
Type of business where person works (waves 00:1 to 01:1)
Type of business where person works (waves 00:1 to 01:1)
Type of business where person works (waves 00:1 to 01:1)
Type of business where person works (waves 00:1 to 01:1)
Type of business where person works (waves 00:1 to 01:1)
177361
5845187
7.064
1
1. Central government
2
2. Provincial government
3
3. Local government
4
4. A government enterprise (Transnet, Telkom, etc)
5
5. A non-profit organisation (NGO, CBO, charity, embassy)
6
6. A private business or self-employed
7
7. Don’t know
8
8. Not applicable
9
9. Unspecified
Sysmiss
Type of business where person works (waves 01:2 to 07:2)
Type of business where person works (waves 01:2 to 07:2)
Type of business where person works (waves 01:2 to 07:2)
Type of business where person works (waves 01:2 to 07:2)
Type of business where person works (waves 01:2 to 07:2)
935220
5087328
58.099
1
1. Central government
2
2. Provincial government
3
3. Local government
4
4. A government enterprise (Transnet, Telkom, etc.)
5
5. A club, community organisation, welfare organisation,NGO, or a church
6
6. A co-operative, self-help association, labour union, professional association
7
7. A private business or a private household
8
8. Self-employed
9
9. Don’t know
88
88. Not applicable
99
99. Unspecified
Sysmiss
Hours worked in total in last 7 days
Hours worked in total in last 7 days
Hours worked in total in last 7 days
Hours worked in total in last 7 days
Hours worked in total in last 7 days
1664942
4357606
39.246
0.5
1
2
2.5
2.69999980926514
3
4
5
6
7
7.5
8
9
9.39999961853027
10
11
12
13
14
15
16
17
17.5
18
19
20
21
22
22.5
23
24
25
26
27
28
29
30
31
32
32.5
33
34
35
36
37
37.5
38
39
40
40.5
41
41.5
42
42.5
43
44
45
46
47
47.5
48
48.5
49
50
51
52
52.5
53
53.5
54
54.5
55
56
56.5
57
57.5
58
59
60
61
62
62.5
63
64
65
66
66.5
67
68
68.5
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
132
133
134
135
136
137
138
140
142
143
144
145
147
148
150
151
152
154
155
157
160
161
162
163
164
165
166
168
170
178
190
888
888. Not applicable
999
999. Unspecified
Sysmiss
Household member receives a disability grant
Household member receives a disability grant
Household member receives a disability grant
Household member receives a disability grant
Household member receives a disability grant
417569
5604979
1.923
1
1. Yes
2
2. No
9
9. Unspecified
Sysmiss
Highest level of Education, LFS only
Highest level of Education, LFS only
Highest level of Education, LFS only
Highest level of Education, LFS only
Highest level of Education, LFS only
1628231
4394317
7.26
0. No schooling
1
1. Grade R/0
2
2. Sub A/Grade 1
3
3. Sub B/Grade 2
4
4. Grade 3/Standard 1
5
5. Grade 4/Standard 2
6
6. Grade 5/Standard 3
7
7. Grade 6/Standard 4
8
8. Grade 7/Standard 5
9
9. Grade 8/Standard 6/Form 1
10
10. Grade 9/Standard 7/Form 2
11
11. Grade 10/Standard 8/Form 3
12
12. Grade 11/Standard 9/Form 4
13
13. Grade 12/Standard 10/Form 5/Matric
14
14. NTC l
15
15. NTC II
16
16. NTC III
17
17. Diploma/Certificate with less than Grade 12/Std 10
18
18. Diploma/Certificate with Grade 12/Std 10
19
19. Degree
20
20. Postgraduate degree or diploma
21
21. Other
22
22. Don't know
99
99. Unspecified
Sysmiss
Is the person responding in person
Is the person responding in person
Is the person responding in person
Is the person responding in person
Is the person responding in person
4825449
1197099
3.055
1
1. Yes
2
2. No
8
8. Not Applicable
9
9. Unspecified
Sysmiss
=1 if employee has written contract, LFS+QLFS
=1 if employee has written contract, LFS+QLFS
=1 if employee has written contract, LFS+QLFS
=1 if employee has written contract, LFS+QLFS
=1 if employee has written contract, LFS+QLFS
1117084
4905464
0.741
1
Sysmiss
Area type, waves 23-50 (QLFS 2008:1- 2014:4)
Area type, waves 23-50 (QLFS 2008:1- 2014:4)
Area type, waves 23-50 (QLFS 2008:1- 2014:4)
Area type, waves 23-50 (QLFS 2008:1- 2014:4)
Area type, waves 23-50 (QLFS 2008:1- 2014:4)
2439657
3582891
2.356
1
1. Urban formal
2
2. Urban informal
4
4. Tribal areas
5
5. Rural formal
Sysmiss
Type of area, QLFS 2015 onwards
Type of area, QLFS 2015 onwards
Type of area, QLFS 2015 onwards
Type of area, QLFS 2015 onwards
Type of area, QLFS 2015 onwards
1249452
4773096
1.443
1
1. Urban
2
2. Traditional
3
3. Farms
4
4. Mining areas
Sysmiss
Metro
Metro
Metro
Metro
Metro
3689109
2333439
21.523
0. Non_Metro
71
71. Cape Town
72
72. eThekwini
73
73. eKurhuleni
74
74. Johannesburg
75
75. Nelson Mandela Metro
76
76. Tshwane
Sysmiss
Highest level of education (waves 04:2 to 2012:2)
Highest level of education (waves 04:2 to 2012:2)
Highest level of education (waves 04:2 to 2012:2)
Highest level of education (waves 04:2 to 2012:2)
Highest level of education (waves 04:2 to 2012:2)
1580778
4441770
7.951
0. No schooling
1
1. Grade R/0
2
2. Grade 1/Sub A
3
3. Grade 2/Sub B
4
4. Grade 3/Standard 1
5
5. Grade 4/Standard 2
6
6. Grade 5/Standard 3
7
7. Grade 6/Standard 4
8
8. Grade 7/Standard 5
9
9. Grade 8/Standard 6/Form 1
10
10. Grade 9/Standard 7/Form 2
11
11. Grade 10/Standard 8/Form 3
12
12. Grade 11/Standard 9/Form 4
13
13. Grade 12/Standard 10/Form 5/Matric
14
14. NTC l
15
15. NTC II
16
16. NTC III
17
17. Certificate with less than Grade 12/Std 10
18
18. Diploma with less than Grade 12/Std 10
19
19. Certificate with Grade 12/Std 10
20
20. Diploma with Grade 12/Std 10
21
21. Bachelors Degree
22
22. Bachelors Degree and Diploma
23
23. Honours Degree
24
24. Higher Degree (Masters, Doctorate)
25
25. Other
26
26. Do not know
99
Sysmiss
Highest level of education (waves 2012:3 to 2016:2)
Highest level of education (waves 2012:3 to 2016:2)
Highest level of education (waves 2012:3 to 2016:2)
Highest level of education (waves 2012:3 to 2016:2)
Highest level of education (waves 2012:3 to 2016:2)
1282327
4740221
24.989
0. Grade R/0
1
1. Sub A/Grade 1
2
2. Sub B/Grade 2
3
3. Grade 3/Standard 1
4
4. Grade 4/Standard 2
5
5. Grade 5/Standard 3
6
6. Grade 6/Standard 4
7
7. Grade 7/Standard 5
8
8. Grade 8/Standard 6/Form 1
9
9. Grade 9/Standard 7/Form 2
10
10. Grade 10/Standard 8/Form 3
11
11. Grade 11/Standard 9/Form 4
12
12. Grade 12/Standard 10/Form 5/Matric
13
13. NTC I
14
14. NTC II
15
15. NTC III
16
16. N4/NTC 4
17
17. N5 /NTC 5
18
18. N6/NTC 6
19
19. Certificate with less than Grade 12/Std 10
20
20. Diploma with less than Grade 12/Std 10
21
21. Certificate with Grade 12/Std 10
22
22. Diploma with Grade 12/Std 10
23
23. Higher Diploma
24
24. Post Higher Diploma
25
25. Bachelors Degree
26
26. Bachelors Degree and PG Diploma
27
27. Honours Degree
28
28. Higher Degree (Masters/PhD)
29
29. Other, specify
30
30. Don't know
98
98. No schooling
Sysmiss
Highest level of education (waves 2016:3 to most recent QLFS)
Highest level of education (waves 2016:3 to most recent QLFS)
Highest level of education (waves 2016:3 to most recent QLFS)
Highest level of education (waves 2016:3 to most recent QLFS)
Highest level of education (waves 2016:3 to most recent QLFS)
826004
5196544
24.072
0. Grade R/0
1
1. Sub A/Grade 1
2
2. Sub B/Grade 2
3
3. Grade 3/Standard 1
4
4. Grade 4/Standard 2
5
5. Grade 5/Standard 3
6
6. Grade 6/Standard 4
7
7. Grade 7/Standard 5
8
8. Grade 8/Standard 6/Form 1
9
9. Grade 9/Standard 7/Form 2
10
10. Grade 10/Standard 8/Form 3
11
11. Grade 11/Standard 9/Form 4
12
12. Grade 12/Standard 10/Form 5/Matric (No Exemption)
13
13. Grade 12/Standard 10/Form 5/Matric (Exemption/Bachelors pass)
14
14. NTC I
15
15. NTC II
16
16. NTC III
17
17. N4/NTC 4
18
18. N5 /NTC 5
19
19. N6/NTC 6
20
20. Certificate with less than Grade 12/Std 10
21
21. Diploma with less than Grade 12/Std 10
22
22. Certificate with Grade 12/Std 10
23
23. Diploma with Grade 12/Std 10
24
24. Higher Diploma
25
25. Post Higher Diploma
26
26. Bachelors Degree
27
27. Bachelors Degree and PG Diploma
28
28. Honours Degree
29
29. Higher Degree (Masters/PhD)
30
30. Other, specify
31
31. Don't know
98
98. No schooling
Sysmiss
Employer (QLFS)
Employer (QLFS)
Employer (QLFS)
Employer (QLFS)
Employer (QLFS)
2515148
3507400
5.477
0. Not applicable
1
1. Working for someone else for pay
2
2. An employer (employing one or more employees)
3
3. Own account worker ( not employing any employees)
4
4. Helping without pay in a household business
8
Sysmiss
Type of business where person works (QLFS)
Type of business where person works (QLFS)
Type of business where person works (QLFS)
Type of business where person works (QLFS)
Type of business where person works (QLFS)
2515148
3507400
6.085
1
1. National/provincial/local government
2
2. Government controlled business
3
3. A private enterprise
4
4. Non-profit organisation (NGO/CBO)
5
5. A private household
6
6. Do not know
8
9
Sysmiss
Contract is written or verbal?
Contract is written or verbal?
Contract is written or verbal?
Contract is written or verbal?
Contract is written or verbal?
2451661
3570887
5.796
0. Not applicable
1
1. A written contract
2
2. A verbal agreement
8
Sysmiss
Business is registered for income tax (LFS and QLFS)
Business is registered for income tax (LFS and QLFS)
Business is registered for income tax (LFS and QLFS)
Business is registered for income tax (LFS and QLFS)
Business is registered for income tax (LFS and QLFS)
2161824
3860724
0.116
0. Not applicable
1
1. Yes
2
2. No
3
3. Do not know
9
Sysmiss
Number of employees at place of work (QLFS)
Number of employees at place of work (QLFS)
Number of employees at place of work (QLFS)
Number of employees at place of work (QLFS)
Number of employees at place of work (QLFS)
2515146
3507402
56.87
1
1. 0 employees
2
2. 1 employee
3
3. Between 2 and 4 employees
4
4. Between 5 and 9 employees
5
5. Between 10 and 19 employees
6
6. Between 20 and 49 employees
7
7. 50 or more employees
8
8. Do not know
9
88
88. Not applicable
99
Sysmiss
DERIVED (by stats SA) variable : is job/business in formal sector, informal sect
DERIVED (by stats SA) variable : is job/business in formal sector, informal sect
DERIVED (by stats SA) variable : is job/business in formal sector, informal sect
DERIVED (by stats SA) variable : is job/business in formal sector, informal sect
DERIVED (by stats SA) variable : is job/business in formal sector, informal sect
2515148
3507400
0.547
0. Not applicable
1
1. Formal sector (Including agriculture)
2
2. Informal sector (Including agriculture)
4
4. Private households
Sysmiss
DERIVED (by stats SA) variable : indiv is in informal employment (QLFS 2009:3 on
DERIVED (by stats SA) variable : indiv is in informal employment (QLFS 2009:3 on
DERIVED (by stats SA) variable : indiv is in informal employment (QLFS 2009:3 on
DERIVED (by stats SA) variable : indiv is in informal employment (QLFS 2009:3 on
DERIVED (by stats SA) variable : indiv is in informal employment (QLFS 2009:3 on
1955670
4066878
0.656
0. Not applicable
1
1. Formal employment
2
2. Informal employment
8
8. Other
Sysmiss
Is the business formal, informal or private hh? 2008:1 until 2009:2
Is the business formal, informal or private hh? 2008:1 until 2009:2
Is the business formal, informal or private hh? 2008:1 until 2009:2
Is the business formal, informal or private hh? 2008:1 until 2009:2
Is the business formal, informal or private hh? 2008:1 until 2009:2
559478
5463070
6.256
1
1. Formal employment
2
2. Informal Employment
3
3. Private Household
4
4. Don't Know
8
8. Not Applicable
Sysmiss
Does employer deducted unemployment insurance fund contributions?
Does employer deducted unemployment insurance fund contributions?
Does employer deducted unemployment insurance fund contributions?
Does employer deducted unemployment insurance fund contributions?
Does employer deducted unemployment insurance fund contributions?
1208221
4814327
1.489
1
1. Yes
2
2. No
3
3. Don't know
Sysmiss
Years of education, derived variable
Years of education, derived variable
Years of education, derived variable
Years of education, derived variable
Years of education, derived variable
5983895
38653
6.581
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
Sysmiss
Public employment dummy that includes OHS, as well as PSLSD,LFS+QLFS
Public employment dummy that includes OHS, as well as PSLSD,LFS+QLFS
Public employment dummy that includes OHS, as well as PSLSD,LFS+QLFS
Public employment dummy that includes OHS, as well as PSLSD,LFS+QLFS
Public employment dummy that includes OHS, as well as PSLSD,LFS+QLFS
1443830
4578718
0.177
1
Sysmiss
consistent monthly earnings (rand amt) variable for PALMSv2+
consistent monthly earnings (rand amt) variable for PALMSv2+
consistent monthly earnings (rand amt) variable for PALMSv2+
consistent monthly earnings (rand amt) variable for PALMSv2+
consistent monthly earnings (rand amt) variable for PALMSv2+
963492
5059056
86450000
6275.183
consistent REAL monthly earnings (rand amt) variable for PALMSv2+
consistent REAL monthly earnings (rand amt) variable for PALMSv2+
consistent REAL monthly earnings (rand amt) variable for PALMSv2+
consistent REAL monthly earnings (rand amt) variable for PALMSv2+
consistent REAL monthly earnings (rand amt) variable for PALMSv2+
963492
5059056
123600832
8783.919
outlier flag based on regression+showing a studentised residual >=5
outlier flag based on regression+showing a studentised residual >=5
outlier flag based on regression+showing a studentised residual >=5
outlier flag based on regression+showing a studentised residual >=5
outlier flag based on regression+showing a studentised residual >=5
963492
5059056
0.00143
1
Sysmiss
Wage worker or Self-employed - all waves
Wage worker or Self-employed - all waves
Wage worker or Self-employed - all waves
Wage worker or Self-employed - all waves
Wage worker or Self-employed - all waves
1502786
4519762
0.158
0. wage
1
1. self employ
Sysmiss
Probability of giving actual Rand amount
Probability of giving actual Rand amount
Probability of giving actual Rand amount
Probability of giving actual Rand amount
Probability of giving actual Rand amount
1134511
4888037
0.846
0.0468517132103443
0.06419537961483
0.0807862877845764
0.081881046295166
0.0896583721041679
0.0925462245941162
0.0994840264320374
0.116726607084274
0.118112340569496
0.119389079511166
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0.41923189163208
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0.46355202794075
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0.472118258476257
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0.480994403362274
0.481473594903946
0.483900189399719
0.485243201255798
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0.490401774644852
0.492252081632614
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0.496339499950409
0.497718274593353
0.498300045728684
0.498567372560501
0.49949437379837
0.500076353549957
0.500390470027924
0.500490188598633
0.500858962535858
0.501307606697082
0.50183242559433
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0.512321412563324
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0.513014256954193
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0.515288650989532
0.515600323677063
0.516986608505249
0.51787543296814
0.51796966791153
0.518304347991943
0.51856005191803
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0.520733058452606
0.521452486515045
0.52273041009903
0.525505125522614
0.525639832019806
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0.526225447654724
0.526289582252502
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0.537569284439087
0.538801074028015
0.539706230163574
0.541160464286804
0.543196022510529
0.544771313667297
0.546440482139587
0.548526704311371
0.55037260055542
0.552199363708496
0.552600204944611
0.552887260913849
0.556205987930298
0.5567866563797
0.557122051715851
0.558554172515869
0.561414837837219
0.562542200088501
0.565595626831055
0.56980961561203
0.5714350938797
0.571624755859375
0.57211434841156
0.572385370731354
0.573310494422913
0.575036644935608
0.575221419334412
0.575799107551575
0.575839817523956
0.576065838336945
0.57683527469635
0.578062295913696
0.578261256217956
0.57943993806839
0.579841375350952
0.580553889274597
0.580638706684112
0.580988526344299
0.583052396774292
0.586507201194763
0.587170541286468
0.588953733444214
0.591554164886475
0.591570019721985
0.592796683311462
0.595649302005768
0.596432566642761
0.597221434116364
0.598543763160706
0.599601805210114
0.600168108940124
0.600213587284088
0.600667476654053
0.601266026496887
0.604436337947846
0.605270206928253
0.605352401733398
0.605704545974732
0.605997860431671
0.60621041059494
0.607220411300659
0.608093500137329
0.608156740665436
0.608931481838226
0.609034955501556
0.610701322555542
0.61073899269104
0.611373841762543
0.611942827701569
0.612309396266937
0.613191664218903
0.615734398365021
0.61740905046463
0.619772791862488
0.620523154735565
0.620597779750824
0.620790839195252
0.622137784957886
0.623328626155853
0.624454319477081
0.625211119651794
0.625841081142426
0.626779198646545
0.627600312232971
0.62771087884903
0.630711555480957
0.631599724292755
0.631776869297028
0.631902456283569
0.632937908172607
0.633478045463562
0.635985493659973
0.636486887931824
0.638119339942932
0.63958466053009
0.639626622200012
0.641174495220184
0.64276534318924
0.644254207611084
0.644341468811035
0.644501626491547
0.645346760749817
0.646649658679962
0.64675098657608
0.648235738277435
0.648798763751984
0.650183856487274
0.650672554969788
0.653318464756012
0.654783070087433
0.655571043491364
0.656229257583618
0.657222867012024
0.657229602336884
0.659400403499603
0.659891605377197
0.660124063491821
0.660556495189667
0.66971105337143
0.669726312160492
0.669859230518341
0.674760818481445
0.676335096359253
0.676389694213867
0.677754521369934
0.680560231208801
0.681393623352051
0.684012591838837
0.684508681297302
0.684748709201813
0.69307154417038
0.693759500980377
0.694361686706543
0.694830358028412
0.695336937904358
0.696202874183655
0.697080016136169
0.701507329940796
0.703831613063812
0.70508873462677
0.705936789512634
0.70721572637558
0.708276569843292
0.70851069688797
0.711120963096619
0.711669325828552
0.711835384368896
0.711984753608704
0.712112188339233
0.712136566638946
0.712263107299805
0.712421238422394
0.716924488544464
0.718054950237274
0.718733608722687
0.718790590763092
0.719858586788178
0.720135629177094
0.72042965888977
0.72182708978653
0.722330152988434
0.722536444664002
0.726865530014038
0.72847455739975
0.729445517063141
0.731251239776611
0.731425046920776
0.731597542762756
0.731747210025787
0.732597947120666
0.733091175556183
0.734631538391113
0.738136529922485
0.738825380802154
0.738831579685211
0.73970353603363
0.739772260189056
0.739877343177795
0.745566368103027
0.746240437030792
0.746798276901245
0.746832847595215
0.747846007347107
0.74808919429779
0.750318169593811
0.750802576541901
0.753480851650238
0.755670070648193
0.755844831466675
0.756009340286255
0.757260382175446
0.757883608341217
0.760459542274475
0.761003792285919
0.762355148792267
0.7639479637146
0.764066219329834
0.766227960586548
0.766855835914612
0.76755154132843
0.768916070461273
0.770345330238342
0.770977735519409
0.77099597454071
0.77130538225174
0.77393901348114
0.774949729442596
0.775394916534424
0.775751173496246
0.776447892189026
0.778126239776611
0.778408706188202
0.778577446937561
0.779223263263702
0.780493199825287
0.781993865966797
0.782877445220947
0.782966017723084
0.784613847732544
0.784982144832611
0.786659896373749
0.787103712558746
0.787569880485535
0.789131045341492
0.789998054504394
0.791110694408417
0.792186081409454
0.79255747795105
0.792857706546784
0.792886972427368
0.793040633201599
0.79493248462677
0.797697842121124
0.799318075180054
0.801090180873871
0.802112519741058
0.804763734340668
0.805286765098572
0.805960416793823
0.806319534778595
0.807364344596863
0.808031678199768
0.809000492095947
0.812641441822052
0.812730431556702
0.814636588096619
0.814988613128662
0.816169679164886
0.820846259593964
0.823604822158814
0.824259102344513
0.827291786670685
0.827944099903107
0.829071521759033
0.829488396644592
0.830942749977112
0.832289159297943
0.834216952323914
0.834936559200287
0.835751354694366
0.836462378501892
0.837071537971497
0.837261617183685
0.837462604045868
0.837840855121612
0.83819168806076
0.840080678462982
0.842899799346924
0.842942655086517
0.843558967113495
0.850809335708618
0.851141512393951
0.852461397647858
0.853205382823944
0.855811774730682
0.856363952159882
0.856658041477203
0.858303427696228
0.858930766582489
0.859628617763519
0.86030375957489
0.864350080490112
0.86652135848999
0.867744266986847
0.86823308467865
0.868458986282349
0.869525849819183
0.870301902294159
0.87092113494873
0.871444761753082
0.873385846614838
0.874082267284393
0.875191569328308
0.875871002674103
0.878697991371155
0.879204094409943
0.883194208145142
0.883845746517181
0.884243071079254
0.884420871734619
0.895083844661713
0.89787369966507
0.899649858474732
0.900454819202423
0.901274621486664
0.902050077915192
0.90603518486023
0.910373270511627
0.910426020622253
0.913213670253754
0.913221716880798
0.913572371006012
0.913874924182892
0.916524112224579
0.916713118553162
0.91840010881424
0.919084906578064
0.920051276683807
0.923669338226318
0.92531818151474
0.925820350646973
0.926118075847626
0.927329003810883
0.927890360355377
0.928500175476074
0.93292510509491
0.934497058391571
0.935025811195374
0.93684709072113
0.937619507312775
0.939984023571014
0.940084278583527
0.942064702510834
0.94332492351532
0.943414986133576
0.94477128982544
0.945010781288147
0.946222722530365
0.947751998901367
0.948050796985626
0.94994455575943
0.95066237449646
0.950830578804016
0.951675832271576
0.952543079853058
0.953863501548767
0.966484665870666
0.969905614852905
0.991660416126251
0.991863489151001
0.997455298900604
0.997783422470093
0.997951805591583
0.99898374080658
0.999054968357086
0.999110221862793
0.99912041425705
0.999361574649811
1
Sysmiss
Weight to correct for bracket responses, now using Stats SA demographic model
Weight to correct for bracket responses, now using Stats SA demographic model
Weight to correct for bracket responses, now using Stats SA demographic model
Weight to correct for bracket responses, now using Stats SA demographic model
Weight to correct for bracket responses, now using Stats SA demographic model
1098521
4924027
0.805
60798.469
746.447
District Council/Municipality
District Council/Municipality
District Council/Municipality
District Council/Municipality
District Council/Municipality
760420
5262128
28.47
1
1. West Coast
2
2. Boland
3
3. Overberg
4
4. Eden
5
5. Central Karoo
6
6. Namakwa
7
7. Karoo
8
8. Siyanda
9
9. Frances Baard
10
10. Cacadu
12
12. Amatole
13
13. Chris Hani
14
14. Ukhahlamba
15
15. O.R.Tambo
16
16. Xhariep
17
17. Motheo
18
18. Lejweleputswa
19
19. Thabo Mofutsanyane
20
20. Northern Free State
21
21. Ugu
22
22. UMgungundlovu
23
23. Uthukela
24
24. Umzinyathi
25
25. Amajuba
26
26. Zululand
27
27. Umkhanyakude
28
28. Uthungulu
29
29. iLembe
30
30. Gert Sibande
31
31. Nkangala
32
32. Ehlanzeni
33
33. Mopani
34
34. Vhembe
35
35. Capricorn
36
36. Waterberg
37
37. Bojanala
38
38. Central
39
39. Bophirima
40
40. Southern
42
42. Sedibeng
43
43. Sisonke
44
44. Alfred Nzo
45
45. Kgalagadi
46
46. Metsweding
47
47. Sekhukhune
48
48. Bohlabela
49
49. West Rand
50
50. City of Cape Town
51
51. Ethekwini
52
52. Ekurhuleni/East Rand
53
53. City of Johannesburg
54
54. Nelson Mandela Bay
55
55. City of Tshwane/Pretoria
Sysmiss
More detailed enrollment status variable, for LFS only
More detailed enrollment status variable, for LFS only
More detailed enrollment status variable, for LFS only
More detailed enrollment status variable, for LFS only
More detailed enrollment status variable, for LFS only
1627670
4394878
5.644
1
1. School
2
2. University
3
3. Technikon
4
4. College
5
5. Adult basic education and training/literacy classes
6
6. Other adult education classes
7
7. Other than any of the above
8
8. None
9
9. Unspecified
Sysmiss
Enrollment status: PSLSD, OHS and LFS only
Enrollment status: PSLSD, OHS and LFS only
Enrollment status: PSLSD, OHS and LFS only
Enrollment status: PSLSD, OHS and LFS only
Enrollment status: PSLSD, OHS and LFS only
2332323
3690225
2.349
1
1. Full-Time
2
2. Part-time
3
3. Not enrolled
9
9. Unspecified
Sysmiss
Type of Dwelling of Household
Type of Dwelling of Household
Type of Dwelling of Household
Type of Dwelling of Household
Type of Dwelling of Household
1434662
4587886
1.991
1
1. Dwelling/house or brick structure on a separate stand or yard or on farm
2
2. Traditional dwelling/hut/structure made of traditional materials
3
3. Flat or apartment in a block of flats
4
4. Town/cluster/semi-detached house (simplex, duplex or triplex)
5
5. Informal dwelling/shack in backyard
6
6. Informal dwelling/Shack not in backyard
7
7. Other (includes caravan, retirement village, room/flatlet, Dwelling/House/Flat/Room in backyard)
Sysmiss
Household's source of water
Household's source of water
Household's source of water
Household's source of water
Household's source of water
1226816
4795732
3.139
1
1. Piped (Tap) Water in dwelling
2
2. Piped (Tap) Water on site or in yard
3
3. Public tap
4
4. Water-Carrier/Tanker
5
5. Borehole on site
6
6. Borehole off site/communal
7
7. Rain-water tank on site
8
8. Flowing water/stream river
9
9. Dam/Pool/Stagnant water
10
10. Well
11
11. Spring
12
12. Other
Sysmiss
Household's Main toilet
Household's Main toilet
Household's Main toilet
Household's Main toilet
Household's Main toilet
904864
5117684
5.261
1
1. Flush toilet in dwelling
2
2. Flush toilet on site
3
3. Flush toilet off-site
4
4. Chemical toilet on-site
5
5. Chemical toilet off-site
6
6. Pit latrine with ventilation pipe, on site
7
7. Pit latrine with ventilation pipe, off site
8
8. Pit latrine without ventilation pipe, on-site
9
9. Pit latrine without ventilation pipe, off-site
10
10. Bucket toilet on-site
11
11. Bucket toilet off-site
12
12. Other
13
13. None
Sysmiss
Household member receives an old age pension
Household member receives an old age pension
Household member receives an old age pension
Household member receives an old age pension
Household member receives an old age pension
417569
5604979
1.747
1
1. Yes
2
2. No
9
9. Unspecified
Sysmiss
Household member receives a child support grant
Household member receives a child support grant
Household member receives a child support grant
Household member receives a child support grant
Household member receives a child support grant
417569
5604979
1.809
1
1. Yes
2
2. No
9
9. Unspecified
Sysmiss
Household member receives a care dependency grant
Household member receives a care dependency grant
Household member receives a care dependency grant
Household member receives a care dependency grant
Household member receives a care dependency grant
318802
5703746
2.003
1
1. Yes
2
2. No
9
9. Unspecified
Sysmiss
Household member receives a foster care grant
Household member receives a foster care grant
Household member receives a foster care grant
Household member receives a foster care grant
Household member receives a foster care grant
417569
5604979
2.003
1
1. Yes
2
2. No
9
9. Unspecified
Sysmiss
Indiv income past year from state old age pension
Indiv income past year from state old age pension
Indiv income past year from state old age pension
Indiv income past year from state old age pension
Indiv income past year from state old age pension
435705
5586843
1.958
1
1. Yes
2
2. No
3
3. Don't know
9
9. Unspecified
Sysmiss
Indiv income past year from disability grant
Indiv income past year from disability grant
Indiv income past year from disability grant
Indiv income past year from disability grant
Indiv income past year from disability grant
432666
5589882
2.009
1
1. Yes
2
2. No
3
3. Don't know
9
9. Unspecified
Sysmiss
Indiv income past year from state maintenance grant or child support grant
Indiv income past year from state maintenance grant or child support grant
Indiv income past year from state maintenance grant or child support grant
Indiv income past year from state maintenance grant or child support grant
Indiv income past year from state maintenance grant or child support grant
434093
5588455
2.012
1
1. Yes
2
2. No
3
3. Don't know
9
9. Unspecified
Sysmiss
Indiv income past year from care dependency (single care) grant
Indiv income past year from care dependency (single care) grant
Indiv income past year from care dependency (single care) grant
Indiv income past year from care dependency (single care) grant
Indiv income past year from care dependency (single care) grant
434072
5588476
2.019
1
1. Yes
2
2. No
3
3. Don't know
9
9. Unspecified
Sysmiss
Indiv income past year from foster care grant
Indiv income past year from foster care grant
Indiv income past year from foster care grant
Indiv income past year from foster care grant
Indiv income past year from foster care grant
434057
5588491
2.019
1
1. Yes
2
2. No
3
3. Don't know
9
9. Unspecified
Sysmiss
=1 if employed and NOT a self-employed agricultural worker
=1 if employed and NOT a self-employed agricultural worker
=1 if employed and NOT a self-employed agricultural worker
=1 if employed and NOT a self-employed agricultural worker
=1 if employed and NOT a self-employed agricultural worker
1486985
4535563
1
1
Sysmiss
household id variable, as in original data
household id variable, as in original data
household id variable, as in original data
household id variable, as in original data
household id variable, as in original data
6022548
Person number
Person number
Person number
Person number
Person number
6022548
85
Survey wave, PSLSD 1993=0, OHS 1994=1, QLFS Dec 2015=54
Survey wave, PSLSD 1993=0, OHS 1994=1, QLFS Dec 2015=54
Survey wave, PSLSD 1993=0, OHS 1994=1, QLFS Dec 2015=54
Survey wave, PSLSD 1993=0, OHS 1994=1, QLFS Dec 2015=54
Survey wave, PSLSD 1993=0, OHS 1994=1, QLFS Dec 2015=54
6022548
0. PSLSD 1993
1
1. OHS 1994
2
2. OHS 1995
3
3. OHS 1996
4
4. OHS 1997
5
5. OHS 1998
6
6. OHS 1999
7
7. LFS 00:1
8
8. LFS 00:2
9
9. LFS 01:1
10
10. LFS 01:2
11
11. LFS 02:1
12
12. LFS 02:2
13
13. LFS 03:1
14
14. LFS 03:2
15
15. LFS 04:1
16
16. LFS 04:2
17
17. LFS 05:1
18
18. LFS 05:2
19
19. LFS 06:1
20
20. LFS 06:2
21
21. LFS 07:1
22
22. LFS 07:2
23
23. QLFS 08:1
24
24. QLFS 08:2
25
25. QLFS 08:3
26
26. QLFS 08:4
27
27. QLFS 09:1
28
28. QLFS 09:2
29
29. QLFS 09:3
30
30. QLFS 09:4
31
31. QLFS 2010:1
32
32. QLFS 2010:2
33
33. QLFS 2010:3
34
34. QLFS 2010:4
35
35. QLFS 2011:1
36
36. QLFS 2011:2
37
37. QLFS 2011:3
38
38. QLFS 2011:4
39
39. QLFS 2012:1
40
40. QLFS 2012:2
41
41. QLFS 2012:3
42
42. QLFS 2012:4
43
43. QLFS 2013:1
44
44. QLFS 2013:2
45
45. QLFS 2013:3
46
46. QLFS 2013:4
47
47. QLFS 2014:1
48
48. QLFS 2014:2
49
49. QLFS 2014:3
50
50. QLFS 2014:4
51
51. QLFS 2015:1
52
52. QLFS 2015:2
53
53. QLFS 2015:3
54
54. QLFS 2015:4
55
55. QLFS 2016:1
56
56. QLFS 2016:2
57
57. QLFS 2016:3
58
58. QLFS 2016:4
59
59. QLFS 2017:1
60
60. QLFS 2017:2
61
61. QLFS 2017:3
62
62. QLFS 2017:4
63
63. QLFS 2018:1
64
64. QLFS 2018:2
65
65. QLFS 2018:3
66
66. QLFS 2018:4
67
67. QLFS 2019:1
68
68. QLFS 2019:2
Earnings Period, employees, OHS only
Earnings Period, employees, OHS only
Earnings Period, employees, OHS only
Earnings Period, employees, OHS only
Earnings Period, employees, OHS only
116635
5905913
1
1. Per day
2
2. Per week
3
3. Per month
4
4. Per year
Sysmiss
Earnings Period, self-employed, OHS only
Earnings Period, self-employed, OHS only
Earnings Period, self-employed, OHS only
Earnings Period, self-employed, OHS only
Earnings Period, self-employed, OHS only
19930
6002618
1
1. Per day
2
2. Per week
3
3. Per month
4
4. Per year
Sysmiss
Earnings Period
Earnings Period
Earnings Period
Earnings Period
Earnings Period
287124
5735424
1
1. Per day
2
2. Per week
3
3. Per month
4
4. Per year
Sysmiss
Earnings in wage or self-employment, LFSs
Earnings in wage or self-employment, LFSs
Earnings in wage or self-employment, LFSs
Earnings in wage or self-employment, LFSs
Earnings in wage or self-employment, LFSs
285541
5737007
888888
888888. Not applicable
999999
999999. Unspecified
8888888
8888888. Not applicable
9999999
9999999. Unspecified
Total salary at main job: category
Total salary at main job: category
Total salary at main job: category
Total salary at main job: category
Total salary at main job: category
1104321
4918227
1
1. None
2
2. R 1 - R 2 400 per annum
3
3. R 2 401 - R 6 000 per annum
4
4. R 6 001 - R 12 000 per annum
5
5. R 12 001 - R 18 000 per annum
6
6. R 18 001 - R 30 000 per annum
7
7. R 30 001 - R 42 000 per annum
8
8. R 42 001 - R 54 000 per annum
9
9. R 54 001 - R 72 000 per annum
10
10. R 72 001 - R 96 000 per annum
11
11. R 96 001 - R 132 000 per annum
12
12. R 132 001 - R 192 000 per annum
13
13. R 192 001 - R 360 000 per annum
14
14. R 360 001 or more per annum
15
15. Don't know
16
16. Refuse
88
88. Not applicable
99
99. Unspecified
Sysmiss
Wage employment earnings in OHSs
Wage employment earnings in OHSs
Wage employment earnings in OHSs
Wage employment earnings in OHSs
Wage employment earnings in OHSs
58455
5964093
888888
888888. Not applicable
Total NET salary per month in employee main job. q3.13, OHS 94. Incl SSA imputes
Total NET salary per month in employee main job. q3.13, OHS 94. Incl SSA imputes
Total NET salary per month in employee main job. q3.13, OHS 94. Incl SSA imputes
Total NET salary per month in employee main job. q3.13, OHS 94. Incl SSA imputes
Total NET salary per month in employee main job. q3.13, OHS 94. Incl SSA imputes
29988
5992560
52500
Total salary at main job: category, for employees, OHS 96-99
Total salary at main job: category, for employees, OHS 96-99
Total salary at main job: category, for employees, OHS 96-99
Total salary at main job: category, for employees, OHS 96-99
Total salary at main job: category, for employees, OHS 96-99
116176
5906372
0. Missing
1
1. None
2
2. R 1 - R 2 400 per annum
3
3. R 2 401 - R 6 000 per annum
4
4. R 6 001 - R 12 000 per annum
5
5. R 12 001 - R 18 000 per annum
6
6. R 18 001 - R 30 000 per annum
7
7. R 30 001 - R 42 000 per annum
8
8. R 42 001 - R 54 000 per annum
9
9. R 54 001 - R 72 000 per annum
10
10. R 72 001 - R 96 000 per annum
11
11. R 96 001 - R 132 000 per annum
12
12. R 132 001 - R 192 000 per annum
13
13. R 192 001 - R 360 000 per annum
14
14. R 360 001 or more per annum
15
15. Don't know
8888
8888. Not applicable
Sysmiss
Total salary at main job: category, for employees, OHS 95
Total salary at main job: category, for employees, OHS 95
Total salary at main job: category, for employees, OHS 95
Total salary at main job: category, for employees, OHS 95
Total salary at main job: category, for employees, OHS 95
103332
5919216
0. Missing/Not applicable
1
1. No income
2
2. R1 - R999
3
3. R1 000 - R1 249
4
4. R1 250 - R1 499
5
5. R1 500 - R1 999
6
6. R2 000 - R2 499
7
7. R2 500 - R2 999
8
8. R3 000 - R3 999
9
9. R4 000 - R5 999
10
10. R6 000 - R7 999
11
11. R8 000 - R9 999
12
12. R10 000 - R12 499
13
13. R12 500 - R14 999
14
14. R15 000 - R19 999
15
15. R20 000 - R24 999
16
16. R25 000 - R29 999
17
17. R30 000 - R39 999
18
18. R40 000 - R59 999
19
19. R60 000 - R79 999
20
20. R80 000 - R99 999
21
21. R100 000 - R124 999
22
22. R125 000 - R149 999
23
23. R150 000 - R199 999
24
24. R200 000 - R249 999
25
25. R250 000 - R299 999
26
26. R300 000 - R399 999
27
27. R400 000 - R499 999
28
28. R500 000 - R599 999
29
29. R600 000 and over
30
30. Unspecified
Sysmiss
Total MONTHLY NET salary at main job: category, for employees, OHS 94. As releas
Total MONTHLY NET salary at main job: category, for employees, OHS 94. As releas
Total MONTHLY NET salary at main job: category, for employees, OHS 94. As releas
Total MONTHLY NET salary at main job: category, for employees, OHS 94. As releas
Total MONTHLY NET salary at main job: category, for employees, OHS 94. As releas
29988
5992560
0. Not applicable
1
1. None
2
2. R1 - R99
3
3. R100 - R199
4
4. R200 - R499
5
5. R500 - R999
6
6. R1 000 - R1 999
7
7. R2 000 - R3 999
8
8. R4 000 - R7 999
9
9. R8 000 - R15 999
10
10. R16 000 - R32 999
11
11. R33 000+
12
12. Unspecified
Sysmiss
Self employment earnings in OHSs
Self employment earnings in OHSs
Self employment earnings in OHSs
Self employment earnings in OHSs
Self employment earnings in OHSs
8387
6014161
1
2
3
5
6
7
8
9
10
11
12
13
15
16
17
18
20
21
22
23
25
26
28
30
32
33
35
36
38
40
42
43
44
45
46
47
48
49
50
52
54
55
56
58
60
63
65
66
67
68
70
72
75
76
77
78
80
81
82
83
84
85
87
88
90
92
95
96
97
98
99
100
102
105
106
107
108
110
113
114
115
117
119
120
125
127
130
132
133
135
136
138
140
141
142
145
150
152
153
154
155
156
160
163
165
167
168
170
172
175
180
185
186
190
195
197
200
201
205
207
209
210
212
213
217
220
225
230
231
232
233
235
238
240
242
249
250
252
260
262
264
270
275
280
287
288
290
291
298
300
304
305
310
313
315
317
320
324
325
330
333
334
335
338
340
342
345
346
347
350
353
355
358
360
367
368
370
375
379
380
383
384
385
390
395
399
400
403
405
408
410
417
420
425
426
430
433
435
440
450
453
458
460
465
467
470
472
475
480
490
491
492
498
499
500
501
510
513
520
525
529
530
540
545
550
560
563
565
567
570
575
577
578
580
583
585
590
595
600
608
620
623
625
630
636
638
640
648
650
656
658
660
667
670
680
683
691
692
695
700
720
730
740
749
750
755
765
770
780
784
790
795
800
808
810
813
820
833
840
850
864
873
875
879
890
900
903
908
920
925
930
940
949
950
960
964
975
990
999
1000
1001
1002
1004
1008
1025
1033
1039
1040
1050
1056
1073
1076
1083
1084
1085
1090
1092
1095
1100
1110
1120
1143
1148
1150
1151
1158
1167
1180
1185
1189
1190
1200
1225
1233
1240
1249
1250
1260
1270
1283
1300
1329
1330
1349
1350
1380
1386
1400
1416
1433
1440
1450
1482
1496
1499
1500
1501
1502
1520
1540
1558
1560
1590
1600
1610
1632
1650
1675
1680
1700
1733
1750
1760
1790
1800
1802
1820
1825
1849
1850
1900
1920
1936
1950
1990
2000
2002
2006
2083
2100
2160
2200
2250
2288
2300
2333
2400
2401
2450
2460
2475
2499
2500
2501
2541
2550
2600
2640
2650
2688
2700
2750
2760
2800
2850
2880
2970
2980
2999
3000
3002
3010
3013
3048
3060
3080
3120
3150
3166
3167
3200
3300
3333
3360
3387
3400
3417
3450
3500
3501
3600
3650
3700
3750
3800
3840
3900
3999
4000
4002
4020
4050
4083
4100
4167
4200
4240
4290
4300
4384
4400
4480
4500
4501
4550
4600
4700
4750
4800
4850
4900
5000
5002
5020
5040
5184
5200
5244
5400
5500
5600
5700
5717
5750
5800
5833
6000
6001
6400
6480
6499
6500
6600
6700
6800
6820
6920
7000
7007
7060
7167
7200
7239
7350
7416
7500
7600
7920
7991
7999
8000
8001
8002
8333
8400
8460
8500
8600
8707
8750
8800
9000
9500
9600
9800
9997
10000
10250
10800
10860
11000
11300
11500
12000
12500
13000
13200
13500
13512
13560
13600
13858
13900
14000
14400
14999
15000
15050
16000
16150
17000
17700
18000
18017
18200
19000
19500
19800
20000
20500
21000
21600
22000
22163
23000
24000
25000
25175
25200
26000
26800
28000
28002
30000
30001
31000
32000
33000
33600
34000
35000
36000
36500
37000
38000
39999
40000
40002
41000
41567
42000
42399
45000
47988
48000
49000
50000
51600
52000
53000
54000
55000
57000
58000
59000
60000
62000
63000
64000
65000
66000
67600
68000
70000
70001
71988
72000
73000
75000
76150
80000
82000
84000
85000
86000
88000
89000
90000
90002
96000
98900
99000
100000
105000
106000
110000
115000
117600
118002
120000
122087
124000
125000
127000
128000
130000
132001
133000
134600
140000
141145
144000
149000
150000
151000
158549
160000
162012
170000
175000
180000
192000
192032
199999
200000
210000
216000
224000
225000
230000
240000
250000
250015
260000
300000
307437
346640
350000
360000
360001
377000
380000
396000
400000
450000
480000
490000
500000
500010
550000
600000
615000
650000
700000
718000
720000
724000
750000
800000
816000
876000
888888
888888. Not applicable
900000
1100000
1200000
1300000
2000000
Sysmiss
Self-employment income q 3.19, calc PER MONTH by SSA, OHS 94. Incl imputes.
Self-employment income q 3.19, calc PER MONTH by SSA, OHS 94. Incl imputes.
Self-employment income q 3.19, calc PER MONTH by SSA, OHS 94. Incl imputes.
Self-employment income q 3.19, calc PER MONTH by SSA, OHS 94. Incl imputes.
Self-employment income q 3.19, calc PER MONTH by SSA, OHS 94. Incl imputes.
103922
5918626
6
15
17
20
24
25
26
30
35
36
40
45
48
50
55
56
57
60
62
64
65
66
70
71
73
75
79
80
83
85
87
88
90
92
94
95
98
100
102
104
105
108
110
112
115
118
120
125
130
132
135
139
140
142
143
144
145
147
150
152
153
154
155
156
157
158
160
163
164
165
167
168
169
170
173
174
175
176
177
178
180
182
183
186
189
190
191
193
195
196
198
199
200
201
203
204
205
206
208
210
213
215
216
217
220
221
222
223
224
225
228
229
230
232
233
235
238
240
243
244
245
247
250
253
257
258
259
260
262
263
264
265
267
269
270
273
276
278
279
280
282
283
289
290
291
293
294
295
297
300
303
304
305
308
309
310
311
312
313
315
316
318
319
320
321
322
323
324
325
327
328
329
330
332
333
335
337
338
340
342
343
346
347
348
349
350
351
353
355
358
360
363
365
366
368
370
373
375
378
379
380
383
385
388
389
390
393
395
398
399
400
403
404
408
410
412
413
415
416
418
419
420
422
423
425
428
430
433
438
440
443
445
450
453
454
455
458
460
461
463
469
470
473
476
477
478
480
481
483
488
490
492
493
495
498
500
504
505
507
508
510
512
516
518
520
522
523
528
530
532
536
538
540
542
543
544
548
550
553
554
558
560
562
563
570
575
580
588
590
593
594
598
600
605
608
612
618
620
621
623
624
625
628
646
650
653
658
660
667
668
670
679
680
682
690
693
700
704
708
716
720
726
730
731
735
737
740
743
745
746
750
751
752
754
756
758
763
767
770
777
780
786
790
792
793
800
804
806
816
818
826
830
833
840
846
850
852
858
866
867
870
871
872
876
880
888
900
908
924
926
930
933
936
946
950
956
958
966
980
986
1000
1004
1011
1020
1026
1032
1040
1066
1083
1086
1096
1100
1106
1108
1120
1126
1166
1176
1178
1188
1200
1206
1213
1235
1250
1270
1290
1300
1305
1320
1325
1326
1333
1335
1346
1350
1352
1364
1374
1376
1384
1386
1388
1400
1417
1426
1428
1430
1436
1439
1500
1517
1526
1562
1564
1589
1600
1626
1650
1660
1664
1700
1716
1726
1733
1769
1800
1848
1850
1855
1950
1980
2000
2033
2040
2064
2083
2136
2167
2179
2194
2200
2246
2300
2383
2460
2500
2542
2600
2606
2667
2679
2708
2750
2770
2776
2800
2817
2860
2866
2939
2942
2945
3000
3033
3126
3146
3200
3207
3250
3300
3333
3467
3500
3700
3786
3900
3958
3960
4000
4143
4200
4333
4363
4400
4500
4741
4746
4767
4812
4840
5000
5103
5200
5417
5419
5500
5642
5742
5800
5833
5850
6000
6099
6276
6500
6600
6667
6787
6839
7000
7196
7304
7400
7500
7700
8000
8333
8500
8667
8800
8833
9000
9200
9500
10000
10244
10463
10667
11000
11293
11700
12000
12500
13000
13048
13200
14057
14938
15000
16000
16467
16667
16736
17033
17500
18333
18633
19760
20000
20600
21667
22113
22261
23760
24792
25000
25500
26400
26667
28250
30000
33333
35000
40000
41667
43333
45000
45340
45433
48000
49000
50000
55000
57332
60000
66667
70000
75000
77726
82071
94900
100000
112266
291667
297500
303333
489742
888888
888888. Not applicable
Sysmiss
The original net income figure is imputed, OHS 94. See Wittenberg (2008)
The original net income figure is imputed, OHS 94. See Wittenberg (2008)
The original net income figure is imputed, OHS 94. See Wittenberg (2008)
The original net income figure is imputed, OHS 94. See Wittenberg (2008)
The original net income figure is imputed, OHS 94. See Wittenberg (2008)
103922
5918626
0. No
1
1. Yes
Sysmiss
Est net income per month for employees, OHS 94. See Wittenberg (2008)
Est net income per month for employees, OHS 94. See Wittenberg (2008)
Est net income per month for employees, OHS 94. See Wittenberg (2008)
Est net income per month for employees, OHS 94. See Wittenberg (2008)
Est net income per month for employees, OHS 94. See Wittenberg (2008)
29988
5992560
52500
"Categorical values are converted using the means within categories, separately for different reporting periods"
The orig gross income from own acc figure is imputed, OHS 94. See Wittenberg (20
The orig gross income from own acc figure is imputed, OHS 94. See Wittenberg (20
The orig gross income from own acc figure is imputed, OHS 94. See Wittenberg (20
The orig gross income from own acc figure is imputed, OHS 94. See Wittenberg (20
The orig gross income from own acc figure is imputed, OHS 94. See Wittenberg (20
103922
5918626
0. No
1
1. Yes
Sysmiss
Est gross income p/month in own acct activities, OHS 94. See Wittenberg (2008)
Est gross income p/month in own acct activities, OHS 94. See Wittenberg (2008)
Est gross income p/month in own acct activities, OHS 94. See Wittenberg (2008)
Est gross income p/month in own acct activities, OHS 94. See Wittenberg (2008)
Est gross income p/month in own acct activities, OHS 94. See Wittenberg (2008)
103897
5918651
303333
"Categorical values are converted using the means within categories, separately for different reporting periods"
Was salary/pay total pay or take home pay?
Was salary/pay total pay or take home pay?
Was salary/pay total pay or take home pay?
Was salary/pay total pay or take home pay?
Was salary/pay total pay or take home pay?
103922
5918626
0. Not applicable
1
1. Total salary/pay before deductions
2
2. Take home pay
Sysmiss
Deduction amount
Deduction amount
Deduction amount
Deduction amount
Deduction amount
103221
5919327
12000
Total income at main job: category, for self-employed 99 OHS
Total income at main job: category, for self-employed 99 OHS
Total income at main job: category, for self-employed 99 OHS
Total income at main job: category, for self-employed 99 OHS
Total income at main job: category, for self-employed 99 OHS
70715
5951833
1
1. None
2
2. R 1 - R 2 400 per annum
3
3. R 2 401 - R 6 000 per annum
4
4. R 6 001 - R 12 000 per annum
5
5. R 12 001 - R 18 000 per annum
6
6. R 18 001 - R 30 000 per annum
7
7. R 30 001 - R 42 000 per annum
8
8. R 42 001 - R 54 000 per annum
9
9. R 54 001 - R 72 000 per annum
10
10. R 72 001 - R 96 000 per annum
11
11. R 96 001 - R 132 000 per annum
12
12. R 132 001 - R 192 000 per annum
13
13. R 192 001 - R 360 000 per annum
14
14. R 360 001 or more per annum
15
15. Don't know
8888
8888. Not applicable
Sysmiss
Total income at main job: category, for self-employed 96-98 OHS
Total income at main job: category, for self-employed 96-98 OHS
Total income at main job: category, for self-employed 96-98 OHS
Total income at main job: category, for self-employed 96-98 OHS
Total income at main job: category, for self-employed 96-98 OHS
5387
6017161
0. Missing
1
1. None
2
2. R 1 - R 2 400 per annum
3
3. R 2 401 - R 6 000 per annum
4
4. R 6 001 - R 12 000 per annum
5
5. R 12 001 - R 18 000 per annum
6
6. R 18 001 - R 30 000 per annum
7
7. R 30 001 - R 42 000 per annum
8
8. R 42 001 - R 54 000 per annum
9
9. R 54 001 - R 72 000 per annum
10
10. R 72 001 - R 96 000 per annum
11
11. R 96 001 - R 132 000 per annum
12
12. R 132 001 - R 192 000 per annum
13
13. R 192 001 - R 360 000 per annum
14
14. R 360 001-R540 000 per annum
15
15. R540 001-R720 000 per annum
16
16. R720 001 or more per annum
Sysmiss
Total income at main job: category, for self-employed 95 OHS
Total income at main job: category, for self-employed 95 OHS
Total income at main job: category, for self-employed 95 OHS
Total income at main job: category, for self-employed 95 OHS
Total income at main job: category, for self-employed 95 OHS
103332
5919216
0. Missing/Not applicable
1
1. No income
2
2. R1 - R999
3
3. R1 000 - R1 249
4
4. R1 250 - R1 499
5
5. R1 500 - R1 999
6
6. R2 000 - R2 499
7
7. R2 500 - R2 999
8
8. R3 000 - R3 999
9
9. R4 000 - R5 999
10
10. R6 000 - R7 999
11
11. R8 000 - R9 999
12
12. R10 000 - R12 499
13
13. R12 500 - R14 999
14
14. R15 000 - R19 999
15
15. R20 000 - R24 999
16
16. R25 000 - R29 999
17
17. R30 000 - R39 999
18
18. R40 000 - R59 999
19
19. R60 000 - R79 999
20
20. R80 000 - R99 999
21
21. R100 000 - R124 999
22
22. R125 000 - R149 999
23
23. R150 000 - R199 999
24
24. R200 000 - R249 999
25
25. R250 000 - R299 999
26
26. R300 000 - R399 999
27
27. R400 000 - R499 999
28
28. R500 000 - R599 999
29
29. R600 000 and over
30
30. Unspecified
Sysmiss
Total MONTHLY income at main job: category, for self-employed 94 OHS
Total MONTHLY income at main job: category, for self-employed 94 OHS
Total MONTHLY income at main job: category, for self-employed 94 OHS
Total MONTHLY income at main job: category, for self-employed 94 OHS
Total MONTHLY income at main job: category, for self-employed 94 OHS
103922
5918626
1
1. None
2
2. R1 - R99
3
3. R100 - R199
4
4. R200 - R499
5
5. R500 - R999
6
6. R1 000 - R1 999
7
7. R2 000 - R3 999
8
8. R4 000 - R7 999
9
9. R8 000 - R15 999
10
10. R16 000 - R31 999
11
11. R32 000- R63 999
12
12. R64 000- R127 999
13
13. R128 000+
14
14. Unspecified
Sysmiss
Expenses on goods in self-employment, OHS 96-98
Expenses on goods in self-employment, OHS 96-98
Expenses on goods in self-employment, OHS 96-98
Expenses on goods in self-employment, OHS 96-98
Expenses on goods in self-employment, OHS 96-98
14191
6008357
500000
Expenses on renumeration in self-employment, OHS 96-98
Expenses on renumeration in self-employment, OHS 96-98
Expenses on renumeration in self-employment, OHS 96-98
Expenses on renumeration in self-employment, OHS 96-98
Expenses on renumeration in self-employment, OHS 96-98
14132
6008416
450000
Other Expenses in self-employment, OHS 96-98
Other Expenses in self-employment, OHS 96-98
Other Expenses in self-employment, OHS 96-98
Other Expenses in self-employment, OHS 96-98
Other Expenses in self-employment, OHS 96-98
14112
6008436
500000
Total Expenses in self-employment, OHS 94 and 95
Total Expenses in self-employment, OHS 94 and 95
Total Expenses in self-employment, OHS 94 and 95
Total Expenses in self-employment, OHS 94 and 95
Total Expenses in self-employment, OHS 94 and 95
206724
5815824
99998
Salary time period for employees (QLFS only)
Salary time period for employees (QLFS only)
Salary time period for employees (QLFS only)
Salary time period for employees (QLFS only)
Salary time period for employees (QLFS only)
1083606
4938942
0. Not applicable
1
1. Monthly
2
2. Weekly
3
3. Fortnightly (every 2 weeks)
4
4. Daily
5
5. Hourly
6
6. Annually
7
7. Refused/Don't Know
9
9. Unspecified
Sysmiss
Tips or Commission (QLFS only)
Tips or Commission (QLFS only)
Tips or Commission (QLFS only)
Tips or Commission (QLFS only)
Tips or Commission (QLFS only)
1036781
4985767
0. Not applicable
1
1. Yes
2
2. No
9
9. Unspecified
Sysmiss
Monthly salary/wage for employees (QLFS only, includes imputed values)
Monthly salary/wage for employees (QLFS only, includes imputed values)
Monthly salary/wage for employees (QLFS only, includes imputed values)
Monthly salary/wage for employees (QLFS only, includes imputed values)
Monthly salary/wage for employees (QLFS only, includes imputed values)
498178
5524370
888888
888888. Not applicable
Employee refused or doesn't know salary amt (QLFS 2010 only)
Employee refused or doesn't know salary amt (QLFS 2010 only)
Employee refused or doesn't know salary amt (QLFS 2010 only)
Employee refused or doesn't know salary amt (QLFS 2010 only)
Employee refused or doesn't know salary amt (QLFS 2010 only)
342470
5680078
0. Not applicable
1
1. Dont know
2
2. Refused
Sysmiss
Earnings period for self-employed(QLFS only)
Earnings period for self-employed(QLFS only)
Earnings period for self-employed(QLFS only)
Earnings period for self-employed(QLFS only)
Earnings period for self-employed(QLFS only)
745711
5276837
0. Not applicable
1
1. Monthly
2
2. Weekly
3
3. Fortnightly (every 2 weeks)
4
4. Daily
5
5. Hourly
6
6. Annually
7
7. Refused/Don't Know
9
9. Unspecified
Sysmiss
Monthly earnings for self-employed (QLFS only, includes imputed values)
Monthly earnings for self-employed (QLFS only, includes imputed values)
Monthly earnings for self-employed (QLFS only, includes imputed values)
Monthly earnings for self-employed (QLFS only, includes imputed values)
Monthly earnings for self-employed (QLFS only, includes imputed values)
89728
5932820
88888888
88888888. Not applicable
Self-employed refused or doesn't know earnings amt (QLFS 2010 only)
Self-employed refused or doesn't know earnings amt (QLFS 2010 only)
Self-employed refused or doesn't know earnings amt (QLFS 2010 only)
Self-employed refused or doesn't know earnings amt (QLFS 2010 only)
Self-employed refused or doesn't know earnings amt (QLFS 2010 only)
342470
5680078
0. Not applicable
1
1. Dont know
2
2. Refused
Sysmiss
Earnings category for wage and self-employed (QLFS only)
Earnings category for wage and self-employed (QLFS only)
Earnings category for wage and self-employed (QLFS only)
Earnings category for wage and self-employed (QLFS only)
Earnings category for wage and self-employed (QLFS only)
1152917
4869631
0. Not applicable
1
1. None
2
2. R 1 - R 2 400 per annum
3
3. R 2 401 - R 6 000 per annum
4
4. R 6 001 - R 12 000 per annum
5
5. R 12 001 - R 18 000 per annum
6
6. R 18 001 - R 30 000 per annum
7
7. R 30 001 - R 42 000 per annum
8
8. R 42 001 - R 54 000 per annum
9
9. R 54 001 - R 72 000 per annum
10
10. R 72 001 - R 96 000 per annum
11
11. R 96 001 - R 132 000 per annum
12
12. R 132 001 - R 192 000 per annum
13
13. R 192 001 - R 360 000 per annum
14
14. R 360 001-450 000 per annum
15
15. R450 001- R650 000 per annum
16
16. R650 001- R750 000 per annum
17
17. R750 001- R850 000 per annum
18
18. R850 001- R1 000 000 per annum
19
19. R1 000 001 or more per annum
20
20. Don't know
21
21. Refuse
99
Sysmiss
8592
6013956
180000
household id variable, as in original data
household id variable, as in original data
household id variable, as in original data
household id variable, as in original data
household id variable, as in original data
1217213
Person number
Person number
Person number
Person number
Person number
1217213
1
27
Survey wave, PSLSD 1993=0, OHS 1994=1, QLFS Dec 2015=54
Survey wave, PSLSD 1993=0, OHS 1994=1, QLFS Dec 2015=54
Survey wave, PSLSD 1993=0, OHS 1994=1, QLFS Dec 2015=54
Survey wave, PSLSD 1993=0, OHS 1994=1, QLFS Dec 2015=54
Survey wave, PSLSD 1993=0, OHS 1994=1, QLFS Dec 2015=54
1217213
0. PSLSD 1993
1
1. OHS 1994
2
2. OHS 1995
3
3. OHS 1996
4
4. OHS 1997
5
5. OHS 1998
6
6. OHS 1999
7
7. LFS 00:1
8
8. LFS 00:2
9
9. LFS 01:1
10
10. LFS 01:2
11
11. LFS 02:1
12
12. LFS 02:2
13
13. LFS 03:1
14
14. LFS 03:2
15
15. LFS 04:1
16
16. LFS 04:2
17
17. LFS 05:1
18
18. LFS 05:2
19
19. LFS 06:1
20
20. LFS 06:2
21
21. LFS 07:1
22
22. LFS 07:2
23
23. QLFS 08:1
24
24. QLFS 08:2
25
25. QLFS 08:3
26
26. QLFS 08:4
27
27. QLFS 09:1
28
28. QLFS 09:2
29
29. QLFS 09:3
30
30. QLFS 09:4
31
31. QLFS 2010:1
32
32. QLFS 2010:2
33
33. QLFS 2010:3
34
34. QLFS 2010:4
35
35. QLFS 2011:1
36
36. QLFS 2011:2
37
37. QLFS 2011:3
38
38. QLFS 2011:4
39
39. QLFS 2012:1
40
40. QLFS 2012:2
41
41. QLFS 2012:3
42
42. QLFS 2012:4
43
43. QLFS 2013:1
44
44. QLFS 2013:2
45
45. QLFS 2013:3
46
46. QLFS 2013:4
47
47. QLFS 2014:1
48
48. QLFS 2014:2
49
49. QLFS 2014:3
50
50. QLFS 2014:4
51
51. QLFS 2015:1
52
52. QLFS 2015:2
53
53. QLFS 2015:3
54
54. QLFS 2015:4
55
55. QLFS 2016:1
56
56. QLFS 2016:2
57
57. QLFS 2016:3
58
58. QLFS 2016:4
59
59. QLFS 2017:1
60
60. QLFS 2017:2
61
61. QLFS 2017:3
62
62. QLFS 2017:4
63
63. QLFS 2018:1
64
64. QLFS 2018:2
65
65. QLFS 2018:3
66
66. QLFS 2018:4
67
67. QLFS 2019:1
68
68. QLFS 2019:2
Real monthly earnings, in Dec 2017 rands.
Real monthly earnings, in Dec 2017 rands.
Real monthly earnings, in Dec 2017 rands.
Real monthly earnings, in Dec 2017 rands.
Real monthly earnings, in Dec 2017 rands.
960203
257010
1547212.25
10000001
..
1176146
41067
1547212.25
10000001
..
1176146
41067
1547212.25
10000001
..
1176146
41067
1547212.25
10000001
..
1176146
41067
1547212.25
10000001
..
1176146
41067
1547212.25
10000001
..
1176146
41067
1547212.25
10000001
..
1176146
41067
1547212.25
10000001
..
1176146
41067
1547212.25
10000001
..
1176146
41067
1547212.25
10000001
..
1176146
41067
1547212.25
10000001
..
956860
260353
1547212.25
10000001
..
956860
260353
1570500
1176146
41067
1570500
1176146
41067
1570500
1176146
41067
1570500
1176146
41067
1570500
1176146
41067
1570500
1176146
41067
1570500
1176146
41067
1570500
1176146
41067
1570500
1176146
41067
1570500
1176146
41067
1570500