Documentation:CO-LUMINATE Adolescents and Young Adults Longitudinal Dataset, 2000-2023 DDI.Columinate.mentalhealth.2025.v1 Nompumelelo Mkwanazi

Sweetness H Dube

Africa Health Research Institute Nesstar Publisher AHRI.CO-LUMINATE Adolescents and Young Adults Longitudinal Dataset, 2000-2023 AHRI.Columinate.mentalhealth.2025.v1 Prof Xanthe Hunt Dr Nondumiso Mthiyane Prof Kathy Baisley Prof Collins Iwuji Prof Kobus Herbst

Edwin Mkwanazi

Jaco Dreyer

Africa Health Research Institute Nesstar Publisher Wellcome Trust Mental Health Data Prize - Africa v1.0.0 Mental health; Adolescents; Young people; Harmonisation; Social determinants; depression; South Africa South Africa The data was collected from the AHRI Health and Demographic Surveillance System in uMkhanyakude district, KwaZulu-Natal Study participants The dataset includes adolescents and young adults aged 13-24 years from the harmonised UZIMA adolescent mental health dataset, whose data were linked with longitudinal HDSS survey data. The dataset contains longitudinal survey data. Participants in DREAMS, Multi-level, Isisekelo Sempilo and Thetha Nami were randomly selected from the HDSS, with sampling stratified by age group, sex, and geographic area. In TasP trial, participants were not randomly selected but all eligible household members were invited to participate in the study. Parents of adolescents and young adults were identified by linking the surveillance episode dataset with the UZIMA mental health dataset. Parents' unique identifiers (MotherID and FatherID) were then used to extract information on educational attainment. Parental co-residency was aggregated by survey year, and individual and household ID maps were used to merge household-level data with individual-level records. Access to the data requires accurate completion of the online data access application form accessible on the AHRI Data repository(<https://data.ahri.org/>). Data users are required to abide by the data use conditions stipulated on the application for access to the data. Failure to do so may result in their data access privileges being revoked by the Data Custodian. In order to recognise the effort and intellectual contributions of AHRI investigators in producing and curating the data, users of AHRI data must acknowledge the source of the data and abide by the terms and conditions under which the data is accessed and must cite the dataset in publication using the citation provided as part of this documentation. All analytical datasets published on the AHRI Data Repository are assigned digital object identifier (DOIs) and the DOIs can be found on the Data Repository under Study Description tab - Access policy. AHRI data users are required to always cite the dataset using the relevant DOI. ahri.columinate.mentalhealth.2025.v1.NSDstat 6207 328 Nesstar 200801 Unique individual identifier 6207 0 46 258441 85466.982 70535.972 Partcipant ID 6207 0 18 261624 112920.219 62640.454 Unique household identifier of the household the individual is a member of 6207 0 26 39277 17375.754 11202.556 Date of birth 6207 1987-12-25 2007-12-11 Participant's sex 6207 0 1 Male 2732 2 Female 3475 Household urbanicity 6144 63 1 Rural 4352 2 Peri-Urban 1549 3 Urban 243 4 Default 0 Sysmiss 63 Ever migrated (Baseline) 6207 0 0 Never 3059 1 Within PIPSA 621 2 External migration 2527 Father status (Baseline) 6207 0 1 Father Alive 5466 2 Father Deceased 741 Mother status (Baseline) 6207 0 1 Mother Alive 5502 2 Mother Deceased 705 Orphanhood (Baseline) 6207 0 1 Both Parents Alive 4879 2 One Parent Deceased 1210 3 Both Parents Deceased 118 Participant has clinic data 6207 0 0 No 5474 1 Yes 733 First survey 6207 0 1 baseline 6207 2 followup-1 0 3 followup-2 0 4 followup-3 0 5 followup-4 0 6 followup-5 0 1 Study name 6207 0 1 Dreams 2183 2 Isisekelo Sempilo 586 3 Multilevel 1831 4 TasP 353 5 Thetha Nami 1254 1 Survey date 6207 2012-08-06 2022-12-08 1 Participant's age 6207 0 1 Currently in school 6207 0 0 Not inschool 1927 1 Inschool 4160 99 NoInformation 120 1 Currently employed 6207 0 0 Not employed 5191 1 Employed (full-time) 119 2 Employed (part-time) 47 99 NoInformation 850 1 Receives government grant 6207 0 0 No 3464 1 Yes 2438 99 NoInformation 305 1 Ever had sex 6207 0 0 No 3017 1 Yes 2953 98 StatusUnknown 223 99 NoInformation 14 Items : srs_everhadsex, EverHadSex 1 HIV test result 6207 0 0 Negative 2237 1 Positive 563 98 StatusUnknown 3407 Items : dr_hiv_test_result, DBSResult 1 Ever experienced violence 6207 0 0 No 4439 1 Yes 1768 99 NotApplicable 0 100 NoInformation 0 101 StatusUnknown 0 1 Food insecurity 6207 0 0 No 4297 1 Yes 1910 99 NotApplicable 0 100 NoInformation 0 101 StatusUnknown 0 1 Ever been pregnant 5854 353 0 No 2130 1 Yes 1021 93 NotApplicable 2684 98 StatusUnknown 19 Sysmiss 353 Items : sr_everpregnant, EverPregnant 1 Ever had sex or been pregnant 6207 0 0 NeverHadSex 3004 1 EverHadSex 1855 2 EverPregnant 1133 98 StatusUnknown 215 1 Ever drank alcohol 6207 0 0 No 3968 1 Yes 2239 99 NotApplicable 0 100 NoInformation 0 101 StatusUnknown 0 Items : hq_everdrink, AlcoholEver,hq_more5drinks_day, AlcoholUseLast6m 1 PHQ-9 score 2010 4197 0 27 1.881 4.214 1 Depressive symptoms, PHQ-9 score>=10 2011 4196 0 No 1926 1 Yes 85 93 NotApplicable 0 99 NoInformation 0 Sysmiss 4196 1 suicidal_ideation_score 6016 191 1 Suicidal ideation (Yes/No) 6207 0 0 No 5476 1 Yes 536 93 NotApplicable 0 99 NoInformation 195 1 SSQ-14 score 4598 1609 0 14 3.901 3.894 1 Probable CMD (SSQ14>=9) 6207 0 0 No 3862 1 Yes 736 93 NotApplicable 1609 =9, Values: 0 = No, 1 = Yes, 99 = Not Applicable.]]> 1 Social support 6207 0 0 No 653 1 Yes 5550 93 NotApplicable 4 1 Calculated from PHQ-9 or SSQ-14 6207 0 1 PHQ-9 2193 2 SSQ-14 4014 1 Condomless sex 6207 0 0 No 4955 1 Yes 1252 9 NoInformation 0 1 HSV-2 test result 4014 2193 0 Negative 2702 1 Positive 1013 93 NotApplicable 0 99 NoInformation 299 Sysmiss 2193 1 Chlamydia 435 5772 0 NOT DETECTED 351 1 DETECTED 82 2 INVALID RESULT 2 Sysmiss 5772 1 Gonorrhea 435 5772 0 NOT DETECTED 406 1 DETECTED 27 2 INVALID RESULT 2 Sysmiss 5772 1 Trichomoniasis 435 5772 0 NOT DETECTED 418 1 DETECTED 17 Sysmiss 5772 Second survey 3590 2617 1 baseline 29 2 followup-1 3399 3 followup-2 162 4 followup-3 0 5 followup-4 0 6 followup-5 0 Sysmiss 2617 2 Study name 3590 2617 1 Dreams 2014 2 Isisekelo Sempilo 19 3 Multilevel 1393 4 TasP 155 5 Thetha Nami 9 Sysmiss 2617 2 Survey date 3589 2013-01-15 2022-12-04 2 Participant's age 3590 2617 2 Currently in school 3590 2617 0 Not inschool 986 1 Inschool 2553 99 NoInformation 51 Sysmiss 2617 2 Currently employed 3590 2617 0 Not employed 3449 1 Employed (full-time) 46 2 Employed (part-time) 16 99 NoInformation 79 Sysmiss 2617 2 Receives government grant 3590 2617 0 No 749 1 Yes 625 99 NoInformation 2216 Sysmiss 2617 2 Ever had sex 3590 2617 0 No 1864 1 Yes 1612 98 StatusUnknown 112 99 NoInformation 2 Sysmiss 2617 Items : srs_everhadsex, EverHadSex 2 HIV test result 3590 2617 0 Negative 1767 1 Positive 240 98 StatusUnknown 1583 Sysmiss 2617 Items : dr_hiv_test_result, DBSResult 2 Ever experienced violence 3590 2617 0 No 2457 1 Yes 1133 99 NotApplicable 0 100 NoInformation 0 101 StatusUnknown 0 Sysmiss 2617 2 Food insecurity 3590 2617 0 No 2770 1 Yes 820 99 NotApplicable 0 100 NoInformation 0 101 StatusUnknown 0 Sysmiss 2617 2 Ever been pregnant 3435 2772 0 No 1405 1 Yes 609 93 NotApplicable 1415 98 StatusUnknown 6 Sysmiss 2772 Items : sr_everpregnant, EverPregnant 2 Ever had sex or been pregnant 3590 2617 0 NeverHadSex 1862 1 EverHadSex 961 2 EverPregnant 662 98 StatusUnknown 105 Sysmiss 2617 2 Ever drank alcohol 3590 2617 0 No 2054 1 Yes 1536 99 NotApplicable 0 100 NoInformation 0 101 StatusUnknown 0 Sysmiss 2617 Items : hq_everdrink, AlcoholEver,hq_more5drinks_day, AlcoholUseLast6m 2 PHQ-9 score 99 6108 2 Depressive symptoms, PHQ-9 score>=10 99 6108 0 No 98 1 Yes 1 93 NotApplicable 0 99 NoInformation 0 Sysmiss 6108 2 suicidal_ideation_score 3503 2704 2 Suicidal ideation (Yes/No) 3590 2617 0 No 3253 1 Yes 248 93 NotApplicable 0 99 NoInformation 89 Sysmiss 2617 2 SSQ-14 score 3423 2784 0 14 3.552 3.752 2 Probable CMD (SSQ14>=9) 3590 2617 0 No 2949 1 Yes 474 93 NotApplicable 167 Sysmiss 2617 =9, Values: 0 = No, 1 = Yes, 99 = Not Applicable.]]> 2 Social support 3590 2617 0 No 209 1 Yes 3381 93 NotApplicable 0 Sysmiss 2617 2 Calculated from PHQ-9 or SSQ-14 3590 2617 1 PHQ-9 183 2 SSQ-14 3407 Sysmiss 2617 2 Condomless sex 3590 2617 0 No 2679 1 Yes 911 9 NoInformation 0 Sysmiss 2617 2 HSV-2 test result 3407 2800 0 Negative 2207 1 Positive 934 93 NotApplicable 0 99 NoInformation 266 Sysmiss 2800 Third survey 1816 4391 1 baseline 192 2 followup-1 1 3 followup-2 1623 4 followup-3 0 5 followup-4 0 6 followup-5 0 Sysmiss 4391 3 Study name 1816 4391 1 Dreams 1548 2 Isisekelo Sempilo 132 3 Multilevel 1 4 TasP 75 5 Thetha Nami 60 Sysmiss 4391 3 Survey date 1815 2013-07-22 2022-12-07 3 Participant's age 1816 4391 3 Currently in school 1816 4391 0 Not inschool 651 1 Inschool 1139 99 NoInformation 26 Sysmiss 4391 3 Currently employed 1816 4391 0 Not employed 1685 1 Employed (full-time) 26 2 Employed (part-time) 9 99 NoInformation 96 Sysmiss 4391 3 Receives government grant 1816 4391 0 No 206 1 Yes 60 99 NoInformation 1550 Sysmiss 4391 3 Ever had sex 1816 4391 0 No 873 1 Yes 893 98 StatusUnknown 43 99 NoInformation 7 Sysmiss 4391 Items : srs_everhadsex, EverHadSex 3 HIV test result 1816 4391 0 Negative 1421 1 Positive 227 98 StatusUnknown 168 Sysmiss 4391 Items : dr_hiv_test_result, DBSResult 3 Ever experienced violence 1816 4391 0 No 1323 1 Yes 493 99 NotApplicable 0 100 NoInformation 0 101 StatusUnknown 0 Sysmiss 4391 3 Food insecurity 1816 4391 0 No 1339 1 Yes 477 99 NotApplicable 0 100 NoInformation 0 101 StatusUnknown 0 Sysmiss 4391 3 Ever been pregnant 1741 4466 0 No 1012 1 Yes 556 93 NotApplicable 171 98 StatusUnknown 2 Sysmiss 4466 Items : sr_everpregnant, EverPregnant 3 Ever had sex or been pregnant 1816 4391 0 NeverHadSex 864 1 EverHadSex 321 2 EverPregnant 584 98 StatusUnknown 47 Sysmiss 4391 3 Ever drank alcohol 1816 4391 0 No 1015 1 Yes 801 99 NotApplicable 0 100 NoInformation 0 101 StatusUnknown 0 Sysmiss 4391 Items : hq_everdrink, AlcoholEver,hq_more5drinks_day, AlcoholUseLast6m 3 PHQ-9 score 222 5985 0 27 2.162 4.804 3 Depressive symptoms, PHQ-9 score>=10 222 5985 0 No 212 1 Yes 10 93 NotApplicable 0 99 NoInformation 0 Sysmiss 5985 3 suicidal_ideation_score 1770 4437 3 Suicidal ideation (Yes/No) 1815 4392 0 No 1632 1 Yes 138 93 NotApplicable 0 99 NoInformation 45 Sysmiss 4392 3 SSQ-14 score 1681 4526 0 14 3.053 3.646 3 Probable CMD (SSQ14>=9) 1816 4391 0 No 1482 1 Yes 199 93 NotApplicable 135 Sysmiss 4391 =9, Values: 0 = No, 1 = Yes, 99 = Not Applicable.]]> 3 Social support 1816 4391 0 No 124 1 Yes 1692 93 NotApplicable 0 Sysmiss 4391 3 Calculated from PHQ-9 or SSQ-14 1815 4392 1 PHQ-9 267 2 SSQ-14 1548 Sysmiss 4392 3 Condomless sex 1816 4391 0 No 1311 1 Yes 505 9 NoInformation 0 Sysmiss 4391 3 HSV-2 test result 1549 4658 0 Negative 794 1 Positive 535 93 NotApplicable 0 99 NoInformation 220 Sysmiss 4658 Fourth survey 218 5989 1 baseline 184 2 followup-1 0 3 followup-2 0 4 followup-3 34 5 followup-4 0 6 followup-5 0 Sysmiss 5989 4 Study name 218 5989 1 Dreams 0 2 Isisekelo Sempilo 121 3 Multilevel 0 4 TasP 34 5 Thetha Nami 63 Sysmiss 5989 4 Survey date 218 2014-03-25 2022-12-08 4 Participant's age 218 5989 4 Currently in school 218 5989 0 Not inschool 133 1 Inschool 69 99 NoInformation 16 Sysmiss 5989 4 Currently employed 218 5989 0 Not employed 164 1 Employed (full-time) 7 2 Employed (part-time) 7 99 NoInformation 40 Sysmiss 5989 4 Receives government grant 218 5989 0 No 129 1 Yes 89 99 NoInformation 0 Sysmiss 5989 4 Ever had sex 218 5989 0 No 53 1 Yes 145 98 StatusUnknown 17 99 NoInformation 3 Sysmiss 5989 Items : srs_everhadsex, EverHadSex 4 HIV test result 218 5989 0 Negative 159 1 Positive 39 98 StatusUnknown 20 Sysmiss 5989 Items : dr_hiv_test_result, DBSResult 4 Ever experienced violence 218 5989 0 No 189 1 Yes 29 99 NotApplicable 0 100 NoInformation 0 101 StatusUnknown 0 Sysmiss 5989 4 Food insecurity 218 5989 0 No 153 1 Yes 65 99 NotApplicable 0 100 NoInformation 0 101 StatusUnknown 0 Sysmiss 5989 4 Ever been pregnant 184 6023 0 No 83 1 Yes 101 93 NotApplicable 0 98 StatusUnknown 0 Sysmiss 6023 Items : sr_everpregnant, EverPregnant 4 Ever had sex or been pregnant 218 5989 0 NeverHadSex 51 1 EverHadSex 37 2 EverPregnant 110 98 StatusUnknown 20 Sysmiss 5989 4 Ever drank alcohol 218 5989 0 No 154 1 Yes 64 99 NotApplicable 0 100 NoInformation 0 101 StatusUnknown 0 Sysmiss 5989 Items : hq_everdrink, AlcoholEver,hq_more5drinks_day, AlcoholUseLast6m 4 PHQ-9 score 195 6012 0 27 1.985 4.111 4 Depressive symptoms, PHQ-9 score>=10 196 6011 0 No 190 1 Yes 6 93 NotApplicable 0 99 NoInformation 0 Sysmiss 6011 4 suicidal_ideation_score 195 6012 4 Suicidal ideation (Yes/No) 218 5989 0 No 179 1 Yes 17 93 NotApplicable 0 99 NoInformation 22 Sysmiss 5989 4 SSQ-14 score 121 6086 4 Probable CMD (SSQ14>=9) 218 5989 0 No 110 1 Yes 11 93 NotApplicable 97 Sysmiss 5989 =9, Values: 0 = No, 1 = Yes, 99 = Not Applicable.]]> 4 Social support 218 5989 0 No 30 1 Yes 188 93 NotApplicable 0 Sysmiss 5989 4 Calculated from PHQ-9 or SSQ-14 218 5989 1 PHQ-9 218 2 SSQ-14 0 Sysmiss 5989 4 Condomless sex 218 5989 0 No 128 1 Yes 90 9 NoInformation 0 Sysmiss 5989 4 HSV-2 test result 0 6207 0 Negative 0 1 Positive 0 93 NotApplicable 0 99 NoInformation 0 Sysmiss 6207 Fifth survey 16 6191 1 baseline 0 2 followup-1 0 3 followup-2 0 4 followup-3 0 5 followup-4 16 6 followup-5 0 Sysmiss 6191 5 Study name 16 6191 1 Dreams 0 2 Isisekelo Sempilo 0 3 Multilevel 0 4 TasP 16 5 Thetha Nami 0 Sysmiss 6191 5 Survey date 16 2014-07-31 2016-02-02 5 Participant's age 16 6191 5 Currently in school 16 6191 0 Not inschool 7 1 Inschool 2 99 NoInformation 7 Sysmiss 6191 5 Currently employed 16 6191 0 Not employed 15 1 Employed (full-time) 0 2 Employed (part-time) 1 99 NoInformation 0 Sysmiss 6191 5 Receives government grant 16 6191 0 No 3 1 Yes 13 99 NoInformation 0 Sysmiss 6191 5 Ever had sex 16 6191 0 No 1 1 Yes 9 98 StatusUnknown 6 99 NoInformation 0 Sysmiss 6191 Items : srs_everhadsex, EverHadSex 5 Ever had sex or been pregnant 16 6191 0 NeverHadSex 1 1 EverHadSex 3 2 EverPregnant 6 98 StatusUnknown 6 Sysmiss 6191 5 HIV test result 16 6191 0 Negative 9 1 Positive 4 98 StatusUnknown 3 Sysmiss 6191 Items : dr_hiv_test_result, DBSResult 5 Ever experienced violence 16 6191 0 No 16 1 Yes 0 99 NotApplicable 0 100 NoInformation 0 101 StatusUnknown 0 Sysmiss 6191 5 Food insecurity 16 6191 0 No 7 1 Yes 9 99 NotApplicable 0 100 NoInformation 0 101 StatusUnknown 0 Sysmiss 6191 5 Ever drank alcohol 16 6191 0 No 16 1 Yes 0 99 NotApplicable 0 100 NoInformation 0 101 StatusUnknown 0 Sysmiss 6191 Items : hq_everdrink, AlcoholEver,hq_more5drinks_day, AlcoholUseLast6m 5 PHQ-9 score 4 6203 5 Depressive symptoms, PHQ-9 score>=10 4 6203 0 No 4 1 Yes 0 93 NotApplicable 0 99 NoInformation 0 Sysmiss 6203 5 suicidal_ideation_score 4 6203 5 Suicidal ideation (Yes/No) 16 6191 0 No 4 1 Yes 0 93 NotApplicable 0 99 NoInformation 12 Sysmiss 6191 5 Social support 16 6191 0 No 0 1 Yes 16 93 NotApplicable 0 Sysmiss 6191 5 Calculated from PHQ-9 or SSQ-14 16 6191 1 PHQ-9 16 2 SSQ-14 0 Sysmiss 6191 5 Condomless sex 16 6191 0 No 11 1 Yes 5 9 NoInformation 0 Sysmiss 6191 Sixth survey 8 6199 1 baseline 0 2 followup-1 0 3 followup-2 0 4 followup-3 0 5 followup-4 0 6 followup-5 8 Sysmiss 6199 6 Study name 8 6199 1 Dreams 0 2 Isisekelo Sempilo 0 3 Multilevel 0 4 TasP 8 5 Thetha Nami 0 Sysmiss 6199 6 Survey date 8 2015-08-12 2016-03-16 6 Participant's age 8 6199 6 Currently in school 8 6199 0 Not inschool 2 1 Inschool 1 99 NoInformation 5 Sysmiss 6199 6 Currently employed 8 6199 0 Not employed 6 1 Employed (full-time) 1 2 Employed (part-time) 1 99 NoInformation 0 Sysmiss 6199 6 Receives government grant 8 6199 0 No 1 1 Yes 7 99 NoInformation 0 Sysmiss 6199 6 Ever had sex 8 6199 0 No 0 1 Yes 5 98 StatusUnknown 3 99 NoInformation 0 Sysmiss 6199 Items : srs_everhadsex, EverHadSex 6 HIV test result 8 6199 0 Negative 6 1 Positive 1 98 StatusUnknown 1 Sysmiss 6199 Items : dr_hiv_test_result, DBSResult 6 Ever experienced violence 8 6199 0 No 8 1 Yes 0 99 NotApplicable 0 100 NoInformation 0 101 StatusUnknown 0 Sysmiss 6199 6 Food insecurity 8 6199 0 No 5 1 Yes 3 99 NotApplicable 0 100 NoInformation 0 101 StatusUnknown 0 Sysmiss 6199 6 Ever drank alcohol 8 6199 0 No 8 1 Yes 0 99 NotApplicable 0 100 NoInformation 0 101 StatusUnknown 0 Sysmiss 6199 Items : hq_everdrink, AlcoholEver,hq_more5drinks_day, AlcoholUseLast6m 6 Social support 8 6199 0 No 0 1 Yes 8 93 NotApplicable 0 Sysmiss 6199 6 Condomless sex 8 6199 0 No 5 1 Yes 3 9 NoInformation 0 Sysmiss 6199 2000 Lived without mother 2033 4174 0 No 1549 1 Yes 484 Sysmiss 4174 2000 Lived without father 1366 4841 0 No 609 1 Yes 757 Sysmiss 4841 2000 Lived without mother first 3y 1549 4658 0 No 1194 1 Yes 355 Sysmiss 4658 2000 Lived without father first 3y 977 5230 0 No 451 1 Yes 526 Sysmiss 5230 2000 Mother's level of education 228 5979 0 None 227 1 Primary 0 2 Secondary 0 3 Completed Matric 1 Sysmiss 5979 2000 Father's level of education 755 5452 0 None 168 1 Primary 254 2 Secondary 199 3 Completed Matric 134 Sysmiss 5452 2000 Children aged 0-14y 3 6204 2000 Children aged 0-4y 3 6204 2001 Lived without mother 2446 3761 0 No 1919 1 Yes 527 Sysmiss 3761 2001 Lived without father 1596 4611 0 No 697 1 Yes 899 Sysmiss 4611 2001 Lived without mother first 3y 1768 4439 0 No 1420 1 Yes 348 Sysmiss 4439 2001 Lived without father first 3y 1075 5132 0 No 477 1 Yes 598 Sysmiss 5132 2001 Mother's level of education 1777 4430 0 None 259 1 Primary 541 2 Secondary 689 3 Completed Matric 288 Sysmiss 4430 2001 Father's level of education 884 5323 0 None 188 1 Primary 290 2 Secondary 230 3 Completed Matric 176 Sysmiss 5323 2001 Children aged 0-14y 2577 3630 0 22 5.406 2.923 2001 Children aged 0-4y 2577 3630 2002 Lived without mother 2880 3327 0 No 2310 1 Yes 570 Sysmiss 3327 2002 Lived without father 1831 4376 0 No 805 1 Yes 1026 Sysmiss 4376 2002 Lived without mother first 3y 1903 4304 0 No 1576 1 Yes 327 Sysmiss 4304 2002 Lived without father first 3y 1100 5107 0 No 479 1 Yes 621 Sysmiss 5107 2002 Mother's level of education 2044 4163 0 None 283 1 Primary 580 2 Secondary 817 3 Completed Matric 364 Sysmiss 4163 2002 Father's level of education 1045 5162 0 None 214 1 Primary 336 2 Secondary 277 3 Completed Matric 218 Sysmiss 5162 2003 Lived without mother 3284 2923 0 No 2574 1 Yes 710 Sysmiss 2923 2003 Lived without father 2031 4176 0 No 872 1 Yes 1159 Sysmiss 4176 2003 Lived without mother first 3y 2010 4197 0 No 1621 1 Yes 389 Sysmiss 4197 2003 Lived without father first 3y 1104 5103 0 No 482 1 Yes 622 Sysmiss 5103 2003 Mother's level of education 2495 3712 0 None 301 1 Primary 703 2 Secondary 1006 3 Completed Matric 485 Sysmiss 3712 2003 Father's level of education 1171 5036 0 None 235 1 Primary 364 2 Secondary 323 3 Completed Matric 249 Sysmiss 5036 2003 Household SES 2519 3688 1 Poorest 1650 2 Poor 506 3 Medium 186 4 Rich 100 5 Richest 77 Sysmiss 3688 2003 Children aged 0-14y 2542 3665 2003 Children aged 0-4y 2542 3665 2004 Lived without mother 3653 2554 0 No 2821 1 Yes 832 Sysmiss 2554 2004 Lived without father 2244 3963 0 No 944 1 Yes 1300 Sysmiss 3963 2004 Lived without mother first 3y 1997 4210 0 No 1595 1 Yes 402 Sysmiss 4210 2004 Lived without father first 3y 1057 5150 0 No 438 1 Yes 619 Sysmiss 5150 2004 Mother's level of education 2850 3357 0 None 323 1 Primary 755 2 Secondary 1143 3 Completed Matric 629 Sysmiss 3357 2004 Father's level of education 1266 4941 0 None 249 1 Primary 381 2 Secondary 351 3 Completed Matric 285 Sysmiss 4941 2004 Household SES 1021 5186 1 Poorest 565 2 Poor 226 3 Medium 114 4 Rich 67 5 Richest 49 Sysmiss 5186 2004 Children aged 0-14y 1028 5179 2004 Children aged 0-4y 1028 5179 2005 Lived without mother 3905 2302 0 No 2957 1 Yes 948 Sysmiss 2302 2005 Lived without father 2392 3815 0 No 1005 1 Yes 1387 Sysmiss 3815 2005 Lived without mother first 3y 1824 4383 0 No 1453 1 Yes 371 Sysmiss 4383 2005 Lived without father first 3y 927 5280 0 No 383 1 Yes 544 Sysmiss 5280 2005 Mother's level of education 3091 3116 0 None 329 1 Primary 781 2 Secondary 1206 3 Completed Matric 775 Sysmiss 3116 2005 Father's level of education 1325 4882 0 None 250 1 Primary 398 2 Secondary 379 3 Completed Matric 298 Sysmiss 4882 2005 Household SES 3934 2273 1 Poorest 2156 2 Poor 1025 3 Medium 385 4 Rich 193 5 Richest 175 Sysmiss 2273 2005 Children aged 0-14y 3956 2251 0 22 5.305 2.868 2005 Children aged 0-4y 3956 2251 2006 Lived without mother 4048 2159 0 No 2991 1 Yes 1057 Sysmiss 2159 2006 Lived without father 2498 3709 0 No 1008 1 Yes 1490 Sysmiss 3709 2006 Lived without mother first 3y 1510 4697 0 No 1168 1 Yes 342 Sysmiss 4697 2006 Lived without father first 3y 747 5460 0 No 309 1 Yes 438 Sysmiss 5460 2006 Mother's level of education 3177 3030 0 None 334 1 Primary 767 2 Secondary 1199 3 Completed Matric 877 Sysmiss 3030 2006 Father's level of education 1363 4844 0 None 251 1 Primary 402 2 Secondary 391 3 Completed Matric 319 Sysmiss 4844 2006 Household SES 3953 2254 1 Poorest 2007 2 Poor 974 3 Medium 450 4 Rich 303 5 Richest 219 Sysmiss 2254 2006 Children aged 0-14y 3994 2213 0 27 5.375 3.034 2006 Children aged 0-4y 3994 2213 2007 Lived without mother 4085 2122 0 No 2984 1 Yes 1101 Sysmiss 2122 2007 Lived without father 2543 3664 0 No 1016 1 Yes 1527 Sysmiss 3664 2007 Lived without mother first 3y 1103 5104 0 No 852 1 Yes 251 Sysmiss 5104 2007 Lived without father first 3y 539 5668 0 No 218 1 Yes 321 Sysmiss 5668 2007 Mother's level of education 3236 2971 0 None 337 1 Primary 761 2 Secondary 1188 3 Completed Matric 950 Sysmiss 2971 2007 Father's level of education 1347 4860 0 None 251 1 Primary 406 2 Secondary 377 3 Completed Matric 313 Sysmiss 4860 2007 Household SES 4181 2026 1 Poorest 1615 2 Poor 967 3 Medium 565 4 Rich 544 5 Richest 490 Sysmiss 2026 2007 Children aged 0-14y 4251 1956 0 29 5.362 3.049 2007 Children aged 0-4y 4251 1956 2008 Lived without mother 4134 2073 0 No 2952 1 Yes 1182 Sysmiss 2073 2008 Lived without father 2604 3603 0 No 1039 1 Yes 1565 Sysmiss 3603 2008 Lived without mother first 3y 680 5527 0 No 508 1 Yes 172 Sysmiss 5527 2008 Lived without father first 3y 317 5890 0 No 131 1 Yes 186 Sysmiss 5890 2008 Mother's level of education 3209 2998 0 None 343 1 Primary 745 2 Secondary 1130 3 Completed Matric 991 Sysmiss 2998 2008 Father's level of education 1358 4849 0 None 251 1 Primary 404 2 Secondary 374 3 Completed Matric 329 Sysmiss 4849 2009 Lived without mother 4169 2038 0 No 2984 1 Yes 1185 Sysmiss 2038 2009 Lived without father 2653 3554 0 No 1050 1 Yes 1603 Sysmiss 3554 2009 Lived without mother first 3y 283 5924 0 No 217 1 Yes 66 Sysmiss 5924 2009 Lived without father first 3y 133 6074 0 No 44 1 Yes 89 Sysmiss 6074 2009 Mother's level of education 3225 2982 0 None 344 1 Primary 745 2 Secondary 1114 3 Completed Matric 1022 Sysmiss 2982 2009 Father's level of education 1346 4861 0 None 250 1 Primary 397 2 Secondary 373 3 Completed Matric 326 Sysmiss 4861 2009 Household SES 3919 2288 1 Poorest 1240 2 Poor 825 3 Medium 593 4 Rich 616 5 Richest 645 Sysmiss 2288 2009 Children aged 0-14y 4332 1875 0 32 5.308 3.027 2009 Children aged 0-4y 4332 1875 2010 Lived without mother 4228 1979 0 No 2973 1 Yes 1255 Sysmiss 1979 2010 Lived without father 2708 3499 0 No 1038 1 Yes 1670 Sysmiss 3499 2010 Lived without mother first 3y 106 6101 0 No 81 1 Yes 25 Sysmiss 6101 2010 Lived without father first 3y 45 6162 0 No 14 1 Yes 31 Sysmiss 6162 2010 Mother's level of education 3223 2984 0 None 346 1 Primary 730 2 Secondary 1075 3 Completed Matric 1072 Sysmiss 2984 2010 Father's level of education 1328 4879 0 None 249 1 Primary 393 2 Secondary 367 3 Completed Matric 319 Sysmiss 4879 2010 Household SES 3884 2323 1 Poorest 1105 2 Poor 758 3 Medium 656 4 Rich 677 5 Richest 688 Sysmiss 2323 2010 Children aged 0-14y 4616 1591 0 34 5.192 2.96 2010 Children aged 0-4y 4616 1591 2011 Lived without mother 4296 1911 0 No 2960 1 Yes 1336 Sysmiss 1911 2011 Lived without father 2773 3434 0 No 1058 1 Yes 1715 Sysmiss 3434 2011 Lived without mother first 3y 22 6185 0 No 16 1 Yes 6 Sysmiss 6185 2011 Lived without father first 3y 12 6195 0 No 4 1 Yes 8 Sysmiss 6195 2011 Mother's level of education 3217 2990 0 None 348 1 Primary 717 2 Secondary 1050 3 Completed Matric 1102 Sysmiss 2990 2011 Father's level of education 1347 4860 0 None 249 1 Primary 390 2 Secondary 381 3 Completed Matric 327 Sysmiss 4860 2011 Household SES 3667 2540 1 Poorest 971 2 Poor 634 3 Medium 651 4 Rich 672 5 Richest 739 Sysmiss 2540 2011 Children aged 0-14y 4716 1491 0 26 5.106 2.797 2011 Children aged 0-4y 4716 1491 2012 Lived without mother 4320 1887 0 No 2974 1 Yes 1346 Sysmiss 1887 2012 Lived without father 2795 3412 0 No 1055 1 Yes 1740 Sysmiss 3412 2012 Mother's level of education 3216 2991 0 None 351 1 Primary 714 2 Secondary 1017 3 Completed Matric 1134 Sysmiss 2991 2012 Father's level of education 1346 4861 0 None 251 1 Primary 399 2 Secondary 378 3 Completed Matric 318 Sysmiss 4861 2012 Household SES 4624 1583 1 Poorest 1062 2 Poor 746 3 Medium 792 4 Rich 1044 5 Richest 980 Sysmiss 1583 2012 Children aged 0-14y 4723 1484 0 26 4.987 2.809 2012 Children aged 0-4y 4723 1484 2013 Lived without mother 4319 1888 0 No 2943 1 Yes 1376 Sysmiss 1888 2013 Lived without father 2814 3393 0 No 1029 1 Yes 1785 Sysmiss 3393 2013 Mother's level of education 3185 3022 0 None 346 1 Primary 707 2 Secondary 965 3 Completed Matric 1167 Sysmiss 3022 2013 Father's level of education 1326 4881 0 None 251 1 Primary 387 2 Secondary 365 3 Completed Matric 323 Sysmiss 4881 2013 Household SES 4627 1580 1 Poorest 1028 2 Poor 698 3 Medium 772 4 Rich 1100 5 Richest 1029 Sysmiss 1580 2013 Children aged 0-14y 4704 1503 0 25 4.829 2.785 2013 Children aged 0-4y 4704 1503 2014 Lived without mother 4320 1887 0 No 2940 1 Yes 1380 Sysmiss 1887 2014 Lived without father 2834 3373 0 No 1033 1 Yes 1801 Sysmiss 3373 2014 Mother's level of education 3139 3068 0 None 343 1 Primary 692 2 Secondary 919 3 Completed Matric 1185 Sysmiss 3068 2014 Father's level of education 1336 4871 0 None 250 1 Primary 392 2 Secondary 370 3 Completed Matric 324 Sysmiss 4871 2014 Household SES 4765 1442 1 Poorest 782 2 Poor 658 3 Medium 956 4 Rich 1251 5 Richest 1118 Sysmiss 1442 2014 Children aged 0-14y 4794 1413 0 25 4.693 2.81 2014 Children aged 0-4y 4794 1413 2015 Lived without mother 4359 1848 0 No 2961 1 Yes 1398 Sysmiss 1848 2015 Lived without father 2859 3348 0 No 1036 1 Yes 1823 Sysmiss 3348 2015 Mother's level of education 3137 3070 0 None 340 1 Primary 695 2 Secondary 888 3 Completed Matric 1214 Sysmiss 3070 2015 Father's level of education 1316 4891 0 None 248 1 Primary 386 2 Secondary 366 3 Completed Matric 316 Sysmiss 4891 2015 Household SES 4884 1323 1 Poorest 629 2 Poor 674 3 Medium 1010 4 Rich 1282 5 Richest 1289 Sysmiss 1323 2015 Children aged 0-14y 4891 1316 0 24 4.614 2.803 2015 Children aged 0-4y 4891 1316 2016 Lived without mother 4378 1829 0 No 2975 1 Yes 1403 Sysmiss 1829 2016 Lived without father 2876 3331 0 No 1002 1 Yes 1874 Sysmiss 3331 2016 Mother's level of education 3117 3090 0 None 340 1 Primary 693 2 Secondary 859 3 Completed Matric 1225 Sysmiss 3090 2016 Father's level of education 1327 4880 0 None 247 1 Primary 389 2 Secondary 376 3 Completed Matric 315 Sysmiss 4880 2016 Household SES 4984 1223 1 Poorest 518 2 Poor 810 3 Medium 1103 4 Rich 1329 5 Richest 1224 Sysmiss 1223 2016 Children aged 0-14y 4994 1213 2016 Children aged 0-4y 4994 1213 2017 Lived without mother 4898 1309 0 No 3400 1 Yes 1498 Sysmiss 1309 2017 Lived without father 3107 3100 0 No 1127 1 Yes 1980 Sysmiss 3100 2017 Mother's level of education 3190 3017 0 None 383 1 Primary 714 2 Secondary 846 3 Completed Matric 1247 Sysmiss 3017 2017 Father's level of education 1413 4794 0 None 269 1 Primary 423 2 Secondary 389 3 Completed Matric 332 Sysmiss 4794 2017 Household SES 5042 1165 1 Poorest 364 2 Poor 853 3 Medium 1213 4 Rich 1280 5 Richest 1332 Sysmiss 1165 2017 Children aged 0-14y 5070 1137 2017 Children aged 0-4y 5070 1137 2018 Lived without mother 4908 1299 0 No 3375 1 Yes 1533 Sysmiss 1299 2018 Lived without father 3126 3081 0 No 1090 1 Yes 2036 Sysmiss 3081 2018 Mother's level of education 3399 2808 0 None 375 1 Primary 786 2 Secondary 920 3 Completed Matric 1318 Sysmiss 2808 2018 Father's level of education 1408 4799 0 None 266 1 Primary 411 2 Secondary 403 3 Completed Matric 328 Sysmiss 4799 2018 Household SES 5155 1052 1 Poorest 379 2 Poor 869 3 Medium 1108 4 Rich 1341 5 Richest 1458 Sysmiss 1052 2018 Children aged 0-14y 5168 1039 2018 Children aged 0-4y 5168 1039 2019 Lived without mother 4885 1322 0 No 3350 1 Yes 1535 Sysmiss 1322 2019 Lived without father 3108 3099 0 No 1068 1 Yes 2040 Sysmiss 3099 2019 Mother's level of education 3435 2772 0 None 370 1 Primary 799 2 Secondary 931 3 Completed Matric 1335 Sysmiss 2772 2019 Father's level of education 1403 4804 0 None 264 1 Primary 417 2 Secondary 398 3 Completed Matric 324 Sysmiss 4804 2019 Household SES 5224 983 1 Poorest 361 2 Poor 1037 3 Medium 1269 4 Rich 1318 5 Richest 1239 Sysmiss 983 2019 Children aged 0-14y 5232 975 2019 Children aged 0-4y 5232 975 2020 Lived without mother 4836 1371 0 No 3280 1 Yes 1556 Sysmiss 1371 2020 Lived without father 3082 3125 0 No 1025 1 Yes 2057 Sysmiss 3125 2020 Mother's level of education 3396 2811 0 None 368 1 Primary 791 2 Secondary 907 3 Completed Matric 1330 Sysmiss 2811 2020 Father's level of education 1375 4832 0 None 264 1 Primary 400 2 Secondary 391 3 Completed Matric 320 Sysmiss 4832 2020 Household SES 3622 2585 1 Poorest 202 2 Poor 731 3 Medium 946 4 Rich 907 5 Richest 836 Sysmiss 2585 2020 Children aged 0-14y 3835 2372 2020 Children aged 0-4y 3835 2372 2021 Lived without mother 4815 1392 0 No 3253 1 Yes 1562 Sysmiss 1392 2021 Lived without father 3070 3137 0 No 1042 1 Yes 2028 Sysmiss 3137 2021 Mother's level of education 3346 2861 0 None 363 1 Primary 781 2 Secondary 885 3 Completed Matric 1317 Sysmiss 2861 2021 Father's level of education 1351 4856 0 None 261 1 Primary 395 2 Secondary 386 3 Completed Matric 309 Sysmiss 4856 2021 Household SES 2870 3337 1 Poorest 161 2 Poor 552 3 Medium 821 4 Rich 762 5 Richest 574 Sysmiss 3337 2021 Children aged 0-14y 2977 3230 2021 Children aged 0-4y 2977 3230 2022 Lived without mother 4772 1435 0 No 3147 1 Yes 1625 Sysmiss 1435 2022 Lived without father 3045 3162 0 No 1012 1 Yes 2033 Sysmiss 3162 2022 Mother's level of education 3303 2904 0 None 359 1 Primary 766 2 Secondary 867 3 Completed Matric 1311 Sysmiss 2904 2022 Father's level of education 1328 4879 0 None 255 1 Primary 397 2 Secondary 374 3 Completed Matric 302 Sysmiss 4879 2022 Household SES 4358 1849 1 Poorest 149 2 Poor 775 3 Medium 1162 4 Rich 1201 5 Richest 1071 Sysmiss 1849 2022 Children aged 0-14y 4495 1712 2022 Children aged 0-4y 4495 1712 2023 Lived without mother 4683 1524 0 No 3038 1 Yes 1645 Sysmiss 1524 2023 Lived without father 2995 3212 0 No 979 1 Yes 2016 Sysmiss 3212 2023 Mother's level of education 3183 3024 0 None 342 1 Primary 746 2 Secondary 815 3 Completed Matric 1280 Sysmiss 3024 2023 Father's level of education 1300 4907 0 None 248 1 Primary 383 2 Secondary 360 3 Completed Matric 309 Sysmiss 4907 2023 Household SES 4737 1470 1 Poorest 294 2 Poor 1474 3 Medium 1456 4 Rich 979 5 Richest 534 Sysmiss 1470 2023 Children aged 0-14y 4936 1271 2023 Children aged 0-4y 4936 1271