DataFirst 2022-02-25 NADA Version 1 Quality of Life Survey 2020-2021 Round 6 Restricted-Access Data QOLSRD 2017-2018 zaf-gcro-qolsrd-2020-2021-v1 University of Johannesburg University of the Witwatersrand Gauteng Provincial Government South African Local Government Association (SALGA) NADA Gauteng Provincial Government City of Ekurhuleni City of Johannesburg City of Tshwane DataFirst Helpdesk Household Survey [hh] v1: Edited, anonymised dataset shared under a CC-BY-NC (non-commercial use only) license This version of the Quality of Life 2020-2021 data contains sensitive variables and is shared on receipt of a research proposal on how the sensitive variables will be used in the research. This dataset is from the Gauteng City-Region Observatory which is a partnership between the University of Johannesburg, the University of the Witwatersrand, the Gauteng Provincial Government and several Gauteng municipalities. The GCRO has conducted previous Quality of Life Surveys in 2009 (Round 1), 2011 (Round 2), 2013-2014 (Round 3) and 2015-2016 (Round 4), and 2017-2018 (Round 5). Round 6 conducted in 2020-2021 is the latest round of the survey. South Africa The survey covers the Gauteng province in South Africa. The lowest level of geographic aggregation in the data is regional municipality Households and individuals The survey covers all adult residence in Gauteng province, South Africa. Sample survey data The Gauteng City-Region Observatory's Quality of Life Survey collects data on demographic details of the enumerated population (population group, gender, age, language) and on housing (dwelling type, tenure, satisfaction with dwelling, perceived quality of housing and housing allocation) as well as household services (water, sanitation, refuse, energy sources). Data was also collected on migration, health (including disability), education and employment (including employment sector). Data on community services and amenities was also collected, and on transport, leisure activities and safety and crime. Financial data was collected (including on debts, income, and social grants) and data on household assets. Data on public participation and governance was also collected during the survey. Finally, the survey collected data on the perceived personal well-being and quality of life of respondents. Additional variables that are available in the restricted-access QOLS 2021-2021 data were collected using Section 15 of the QOLS questionnaire. These questions pertain to respondents' gender identity, sexual orientation, exposure to physical and sexual abuse as a child, experiences of violence over the past year, and perceptions of support with leaving an abusive relationship. GeoSpace International Face-to-face [f2f] DataFirst Gauteng City-Region Observatory (GCRO). Quality of Life Survey 2020-2021 [dataset]. Round 6. Restricted-access data. Version 1. Johannesburg: GCRO [producer], 2021. Cape Town: DataFirst [distributor], 2022. DOI: https://doi.org/10.25828/3v4h-7n43 Access under a Creative Commons CC-BY-NC (Attribution, Non-Commercial use only) License qols-2020-2021-new-weights-restricted 13617 373 V1 V1 V1 V1 V1 13617 V2 V2 V2 V2 V2 13617 01 Apr 21 01 Dec 20 01 Feb 21 01 Mar 21 01 May 21 01 Nov 20 02 Apr 21 02 Dec 20 02 Feb 21 02 Mar 21 02 May 21 02 Nov 20 03 Apr 21 03 Dec 20 03 Feb 21 03 Mar 21 03 May 21 03 Nov 20 04 Apr 21 04 Dec 20 04 Feb 21 04 Mar 21 04 May 21 04 Nov 20 05 Apr 21 05 Dec 20 05 Feb 21 05 Mar 21 05 May 21 05 Nov 20 06 Apr 21 06 Dec 20 06 Feb 21 06 Mar 21 06 May 21 06 Nov 20 06 Oct 20 07 Apr 21 07 Dec 20 07 Feb 21 07 Mar 21 07 May 21 07 Nov 20 07 Oct 20 08 Apr 21 08 Dec 20 08 Feb 21 08 Mar 21 08 May 21 08 Nov 20 08 Oct 20 09 Apr 21 09 Dec 20 09 Feb 21 09 Mar 21 09 May 21 09 Nov 20 09 Oct 20 10 Apr 21 10 Dec 20 10 Feb 21 10 Mar 21 10 May 21 10 Nov 20 10 Oct 20 11 Apr 21 11 Dec 20 11 Feb 21 11 Mar 21 11 May 21 11 Nov 20 11 Oct 20 12 Apr 21 12 Dec 20 12 Feb 21 12 Jan 21 12 Mar 21 12 May 21 12 Nov 20 12 Oct 20 13 Apr 21 13 Dec 20 13 Feb 21 13 Jan 21 13 Mar 21 13 May 21 13 Nov 20 13 Oct 20 14 Apr 21 14 Dec 20 14 Feb 21 14 Jan 21 14 Mar 21 14 May 21 14 Nov 20 14 Oct 20 15 Apr 21 15 Dec 20 15 Feb 21 15 Jan 21 15 Mar 21 15 May 21 15 Nov 20 16 Apr 21 16 Dec 20 16 Feb 21 16 Jan 21 16 Mar 21 16 May 21 16 Nov 20 17 Apr 21 17 Dec 20 17 Feb 21 17 Jan 21 17 Mar 21 17 May 21 17 Nov 20 18 Apr 21 18 Dec 20 18 Feb 21 18 Jan 21 18 Mar 21 18 May 21 18 Nov 20 19 Apr 21 19 Dec 20 19 Feb 21 19 Jan 21 19 Mar 21 19 May 21 19 Nov 20 19 Oct 20 20 Apr 21 20 Dec 20 20 Feb 21 20 Jan 21 20 Mar 21 20 May 21 20 Nov 20 20 Oct 20 21 Apr 21 21 Dec 20 21 Feb 21 21 Jan 21 21 Mar 21 21 May 21 21 Nov 20 21 Oct 20 22 Apr 21 22 Feb 21 22 Jan 21 22 Mar 21 22 May 21 22 Nov 20 22 Oct 20 23 Apr 21 23 Feb 21 23 Jan 21 23 Mar 21 23 May 21 23 Nov 20 23 Oct 20 24 Apr 21 24 Feb 21 24 Jan 21 24 Mar 21 24 May 21 24 Nov 20 24 Oct 20 25 Apr 21 25 Feb 21 25 Jan 21 25 Mar 21 25 May 21 25 Nov 20 25 Oct 20 26 Apr 21 26 Feb 21 26 Jan 21 26 Mar 21 26 May 21 26 Nov 20 26 Oct 20 27 Apr 21 27 Feb 21 27 Jan 21 27 Mar 21 27 May 21 27 Nov 20 27 Oct 20 28 Apr 21 28 Feb 21 28 Jan 21 28 Mar 21 28 Nov 20 28 Oct 20 29 Apr 21 29 Jan 21 29 Mar 21 29 Nov 20 29 Oct 20 30 Apr 21 30 Jan 21 30 Mar 21 30 Nov 20 30 Oct 20 31 Jan 21 31 Mar 21 31 Oct 20 interview_date V3 V3 V3 V3 V3 13617 Apr 2021 Date_month Dec 2020 Feb 2021 Jan 2021 Mar 2021 May 2021 Nov 2020 Oct 2020 V4 V4 V4 V4 V4 13617 City of Ekurhuleni City of Johannesburg City of Tshwane District_municipality Sedibeng West Rand V5 V5 V5 V5 V5 13617 City of Ekurhuleni City of Johannesburg City of Tshwane Emfuleni Lesedi Merafong Midvaal Mogale City Rand West municipality_coded V6 V6 V6 V6 V6 13617 Ekurhuleni_A Ekurhuleni_B Ekurhuleni_C Ekurhuleni_D Ekurhuleni_E Ekurhuleni_F Emfuleni Johannesburg_A Johannesburg_B Johannesburg_C Johannesburg_D Johannesburg_E Johannesburg_F Johannesburg_G Lesedi Merafong City Midvaal Mogale City Planning_region Rand West Tshwane_1 Tshwane_2 Tshwane_3 Tshwane_4 Tshwane_5 Tshwane_6 Tshwane_7 V7 V7 V7 V7 V7 13617 EKU_A EKU_B EKU_C EKU_D EKU_E EKU_F GT421 GT422 GT423 GT481 GT484 GT485 JHB_A JHB_B JHB_C JHB_D JHB_E JHB_F JHB_G Planning_region_code TSH_1 TSH_2 TSH_3 TSH_4 TSH_5 TSH_6 TSH_7 V8 V8 V8 V8 V8 13617 74201001 74201002 74201003 74201004 74201005 74201006 74201007 74201008 74201009 74201010 74201011 74201012 74201013 74201014 74201015 74201016 74201017 74201018 74201019 74201020 74201021 74201022 74201023 74201024 74201025 74201026 74201027 74201028 74201029 74201030 74201031 74201032 74201033 74201034 74201035 74201036 74201037 74201038 74201039 74201040 74201041 74201042 74201043 74201044 74201045 74202001 74202002 74202003 74202004 74202005 74202006 74202007 74202008 74202009 74202010 74202011 74202012 74202013 74202014 74202015 74203001 74203002 74203003 74203004 74203005 74203006 74203007 74203008 74203009 74203010 74203011 74203012 74203013 74205001 74205002 74205003 74205004 74205005 74205006 74205007 74205008 74205009 74205010 74205011 74205012 74205013 74205014 74205015 74205016 74205017 74205018 74205019 74205020 74205021 74205022 74205023 74205024 74205025 74205026 74205027 74205028 74205029 74205030 74205031 74205032 74205033 74205034 74205035 74801001 74801002 74801003 74801004 74801005 74801006 74801007 74801008 74801009 74801010 74801011 74801012 74801013 74801014 74801015 74801016 74801017 74801018 74801019 74801020 74801021 74801022 74801023 74801024 74801025 74801026 74801027 74801028 74801029 74801030 74801031 74801032 74801033 74801034 74801035 74801036 74801037 74801038 74801039 74804001 74804002 74804003 74804004 74804005 74804006 74804007 74804008 74804009 74804010 74804011 74804012 74804013 74804014 74804015 74804016 74804017 74804018 74804019 74804020 74804021 74804022 74804023 74804024 74804025 74804026 74804027 74804028 79700001 79700002 79700003 79700004 79700005 79700006 79700007 79700008 79700009 79700010 79700011 79700012 79700013 79700014 79700015 79700016 79700017 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79800128 79800129 79800130 79800131 79800132 79800133 79800134 79800135 79900001 79900002 79900003 79900004 79900005 79900006 79900007 79900008 79900009 79900010 79900011 79900012 79900013 79900014 79900015 79900016 79900017 79900018 79900019 79900020 79900021 79900022 79900023 79900024 79900025 79900026 79900027 79900028 79900029 79900030 79900031 79900032 79900033 79900034 79900035 79900036 79900037 79900038 79900039 79900040 79900041 79900042 79900043 79900044 79900045 79900046 79900047 79900048 79900049 79900050 79900051 79900052 79900053 79900054 79900055 79900056 79900057 79900058 79900059 79900060 79900061 79900062 79900063 79900064 79900065 79900066 79900067 79900068 79900069 79900070 79900071 79900072 79900073 79900074 79900075 79900076 79900077 79900078 79900079 79900080 79900081 79900082 79900083 79900084 79900085 79900086 79900087 79900088 79900089 79900090 79900091 79900092 79900093 79900094 79900095 79900096 79900097 79900098 79900099 79900100 79900101 79900102 79900103 79900104 79900105 79900106 79900107 ward_code V9 V9 V9 V9 V9 13617 V10 V10 V10 V10 V10 13617 1 10 11 2 3 4 5 6 7 8 9 adult_count V11 V11 V11 V11 V11 13617 V12 V12 V12 V12 V12 13617 15-20 minutes 21-30 minutes 31-40 minutes 41-50 minutes 51-60 minutes 61-90 minutes More than 90 minutes dur_mins_recode V13 V13 V13 V13 V13 13617 Afrikaans English IsiNdebele IsiXhosa IsiZulu Sepedi Sesotho Setswana SiSwati Tshivenda Xitsonga interview_lang V14 V14 V14 V14 V14 13617 Black African Coloured Indian/Asian Other White a1_pop_group V15 V15 V15 V15 V15 13617 Female Male a2_sex V16 V16 V16 V16 V16 13617 Caravan or tent Cluster house in a complex Flat or apartment in a block of flats Hostel House, brick or concrete structure on a separate stand House, flat or room separate from main dwelling in backyard Informal dwelling NOT in backyard, e.g. in informal squatter settlement or on a farm Informal dwelling or shack in backyard Other (specify) Room or flat which is part of main dwelling or property Semi-detached house not in a complex Townhouse (semi-detached house in a complex) Traditional dwelling, hut or structure made of traditional materials Unit in a retirement home or barracks etc. a3_dwelling_type V17 V17 V17 V17 V17 13617 Formal Informal Other a3_dwelling_type_recode V18 V18 V18 V18 V18 13617 Dont Know No Yes q1_1_address V19 V19 V19 V19 V19 13617 1 10+ 2 3 4 5 6 7 8 9 q1_2c_rooms V20 V20 V20 V20 V20 2910 1 2 3 4 5 6 8 9+ q1_2d_households V21 V21 V21 V21 V21 13617 Allowed to stay rent free by owner Dont know Other Owned Renting Squatting or living rent-free in an informal dwelling youve built, or in a vacant building or on vacant land q1_3_tenure V22 V22 V22 V22 V22 8457 Built on land you own using own or family funds Built using government housing subsidy and own contribution Free RDP house Inherited Other Owned, but paying off a bond Owned, fully paid off Transfer of title deed of existing government house q1_3a_ownership V23 V23 V23 V23 V23 3239 Other Public, municipal or council rental Rent from housing association Renting from an individual or letting agency Sub tenant or sub let q1_3b_renting V24 V24 V24 V24 V24 13617 Dam, pool or standing water Flowing river or stream Other Piped, into the dwelling Piped, into the yard only Rainwater tank (eg. JoJo tank) Street taps or standpipes Water tanker or truck Well or borehole q1_4_water V25 V25 V25 V25 V25 12522 Dont know No meter Prepaid meter Standard meter (get a bill afterwards) q1_5_water_meter V26 V26 V26 V26 V26 13484 No Yes q1_6_borehole V27 V27 V27 V27 V27 13523 No Yes q1_7_rainwater V28 V28 V28 V28 V28 13617 Always Hardly Ever Never Sometimes Usually q1_8_water_clean V29 V29 V29 V29 V29 13234 A couple of times a month A couple of times a year Every week Never Once a month q1_9_water_interruptions V30 V30 V30 V30 V30 13617 Bucket toilet Chemical toilet Communal toilet Flush toilet connected to sewage system Flush toilet with septic tank Neighbours toilet No access to toilet Other Pit latrine with ventilation pipe Pit latrine without ventilation pipe q1_10_toilet_type V31 V31 V31 V31 V31 13617 Burnt in pit Other Placed on communal rubbish dump Placed on own rubbish dump Removed from the house at least once a week Removed from the house less often Thrown in the street or veldt q1_11_removal V32 V32 V32 V32 V32 13617 No Yes q1_12_1_prepaid V33 V33 V33 V33 V33 4602 No Yes q1_12_2_postpaid V34 V34 V34 V34 V34 13617 No Yes q1_12_3_solar V35 V35 V35 V35 V35 13617 No Yes q1_12_4_generator V36 V36 V36 V36 V36 13617 No Yes q1_12_5_neighbour V37 V37 V37 V37 V37 13617 No Yes q1_12_6_car V38 V38 V38 V38 V38 13617 No Yes q1_12_7_elsewhere V39 V39 V39 V39 V39 976 No Yes q1_12_8_dont_know V40 V40 V40 V40 V40 770 No Yes q1_12_9_none V41 V41 V41 V41 V41 13617 Any_electricity No form of electricity Some form of electricity V42 V42 V42 V42 V42 12972 Has a metered connection Metered_connection Not a metered connection V43 V43 V43 V43 V43 12972 Generating some electricity Generating_electricity Not generating electricity V44 V44 V44 V44 V44 1177 For daily use Loadshedding or power cuts only q1_12a_elec_generation V45 V45 V45 V45 V45 829 Dont Know No Not applicable Yes q1_12b_elec_gen_plans V46 V46 V46 V46 V46 11466 Dont Know No Not applicable Yes q1_13_elec_loadshedding V47 V47 V47 V47 V47 886 Other (specify) Will start generating electricity for daily use Will start generating electricity for loadshedding or power cuts q1_13a_elec_plans_orig V48 V48 V48 V48 V48 13617 -1 BOTH MENTIONED REASONS CANT AFFORD GENARATOR ELETCRICITY IS EXPENSIVE FOR COST FACTOR FOR PERMANENT USE FOR THE GYSER GAS GAS STOVE AND PRAMASTOVE NO BECOUSE HE IS RENTING No plans PRAMASTOVE SHE IS RENTING SHES NOT PLANNING TO STAY HERE FOR EVER She have no idea since shes renting THE ELECTRICITY INTERRUPTIONS HAPPEN EVERY SECOND DAY RIGHT THROGH THE YEAR. SO IT WOULD BE USED AS A BACK UP THERESPONDED SAYS HE'S NOT PLANNING TO HAVE ANY BACKUP GENARATOR BECOUSE HE CANT AFFORD IT. TOO EXPENSIVE q1_13a_elec_plans_other V49 V49 V49 V49 V49 886 Other (specify) Will start generating electricity for daily use Will start generating electricity for loadshedding or power cuts q1_13a_elec_plans V50 V50 V50 V50 V50 13617 Do not plan to generate some/more electricity Generate_own_electricity Plan to generate some/more electricity V51 V51 V51 V51 V51 13617 Do not plan to start generating most energy Plan to start generating most energy Planning_off_grid Unsure V52 V52 V52 V52 V52 11990 A couple of times a month A couple of times a year Every week Never Once a month q1_14_elec_interruptions V53 V53 V53 V53 V53 13617 Coal Electricity Gas or LPG Other Paraffin Wood q1_15_cooking V54 V54 V54 V54 V54 13617 Candles Electricity Gas or LPG Other Paraffin Solar/renewable q1_16_lighting V55 V55 V55 V55 V55 13617 Dont Know No Yes q1_17_arrears V56 V56 V56 V56 V56 2393 Cant afford to pay Dispute around incorrect billing/metering Dispute over who should pay Dissatisfied with service received Dont receive bills Other (specify) Others arent paying Payment systems not working Should be free q1_18_arrears_reason V57 V57 V57 V57 V57 13617 No Yes q1_19_1_flood V58 V58 V58 V58 V58 13617 No Yes q1_19_2_tremor V59 V59 V59 V59 V59 13617 No Yes q1_19_3_fire V60 V60 V60 V60 V60 13617 No Yes q1_19_4_heat V61 V61 V61 V61 V61 13617 No Yes q1_19_5_wind V62 V62 V62 V62 V62 13617 No Yes q1_19_6_lightning V63 V63 V63 V63 V63 13617 No Yes q1_19_7_hail V64 V64 V64 V64 V64 13617 No Yes q1_19_8_tornado V65 V65 V65 V65 V65 13617 No Yes q1_19_9_sinkhole V66 V66 V66 V66 V66 8233 No Yes q1_20_damages V67 V67 V67 V67 V67 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_1_dwelling V68 V68 V68 V68 V68 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_2_water V69 V69 V69 V69 V69 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_3_sewarage V70 V70 V70 V70 V70 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_4_waste V71 V71 V71 V71 V71 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_5_energy V72 V72 V72 V72 V72 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_6_service_cost V73 V73 V73 V73 V73 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_7_billing_satis V74 V74 V74 V74 V74 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_8_roads V75 V75 V75 V75 V75 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_9_street_lights V76 V76 V76 V76 V76 13617 Dissatisfied Neither satisfied nor dissatisfied Not applicable Satisfied Very dissatisfied Very satisfied q2_10_schools V77 V77 V77 V77 V77 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_11_gov_initiatives V78 V78 V78 V78 V78 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_12_covid V79 V79 V79 V79 V79 13617 Country outside South Africa Eastern Cape Free State Gauteng KwaZulu Natal Limpopo Mpumalanga North West Northern Cape Western Cape q3_1_birth_prov V80 V80 V80 V80 V80 13617 Born in Gauteng Born in another country Born in another province in South Africa q3_1_birth_prov_recode V81 V81 V81 V81 V81 1373 Algeria American Samoa Angola Antarctica Argentina Australia Austria Bangladesh Belgium Benin Bosnia and Herzegovina Botswana British Indian Ocean Territory Burundi Cameroon Chad China Congo, Democratic Republic of the Congo, Republic of the Cote dIvoire Czech Republic Denmark Egypt Eritrea Ethiopia Europa Island Gabon Germany Ghana Greece Guatemala India Italy Kenya Lesotho Malawi Mali Malta Mauritius Mexico Mozambique Namibia Netherlands Nigeria Pakistan Poland Portugal Russia Singapore Somalia Sri Lanka Swaziland Taiwan Tanzania Uganda United Kingdom United States Western Sahara Zambia Zimbabwe q3_2_birth_country V82 V82 V82 V82 V82 6279 Country outside South Africa Eastern Cape Free State KwaZulu Natal Limpopo Mpumalanga North West Northern Cape Western Cape q3_3_prev_residence V83 V83 V83 V83 V83 6279 1940 1942 1943 1944 1945 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 2020 2021 q3_4_year_gp V84 V84 V84 V84 V84 6279 2-3 years ago 4-5 years ago 6-10 years ago In the last year More than 10 years ago q3_4_year_gp_recode V85 V85 V85 V85 V85 13617 1-2 years 3-4 years 5-10 years I have always lived here Less than 1 year More than 10 years q3_5_length_stay V86 V86 V86 V86 V86 9725 Another country Another province Somewhere else in Gauteng q3_6_previous_home V87 V87 V87 V87 V87 6260 City of Ekurhuleni City of Johannesburg City of Tshwane Dont know Emfuleni Lesedi Merafong Midvaal Mogale City Rand West q3_6a_municipality V88 V88 V88 V88 V88 13617 V89 V89 V89 V89 V89 9725 Flat or apartment House or brick or concrete structure Informal dwelling in backyard Informal dwelling in informal settlement Other Traditional dwelling or dwelling made from traditional materials q3_8_prev_dwelling_type V90 V90 V90 V90 V90 9725 Couldnt go anywhere else Housing options are better than where I was before I wanted a place with better services (water, electricity, health care options) It is safer than where I was before My family moved here when I was a child Other (specify) To access schools/education facilities To be close to work To join family or people I know (a partner/spouse, family members, friends, people from home town/area) To look for work To start a business q3_9_reason_moved V91 V91 V91 V91 V91 13617 Another country Another neighbourhood in Gauteng Another province This neighbourhood q3_10_home V92 V92 V92 V92 V92 13617 No Yes q3_11_remittances V93 V93 V93 V93 V93 13617 Deterioration Improvement No Change q4_1_change V94 V94 V94 V94 V94 13617 Alcohol abuse Corruption Crime (e.g. robbery, hijacking, murder, etc.) Disease (e.g. HIV / AIDS, malaria, diabetes, TB) Drugs Emergencies or disasters (e.g. fire, flood, drought, natural disaster) Foreigners Gangs High cost of living Lack of basic services (e.g. housing, water, electricity, roads) Lack of maintenance (e.g. potholes, street lights, leaking pipes) Lack of security No problem Other (specify) Pollution (e.g. air, water, noise, litter, vandalism) Poverty (e.g. hunger, homelessness, begging) Protests, unrest, strikes Unemployment Violence against women and children / domestic violence / rape q4_2_biggest_problem V95 V95 V95 V95 V95 13617 Dont know Most people can be trusted You need to be very careful q4_3_community_trust V96 V96 V96 V96 V96 13617 Better off Same Worse off q4_4_status V97 V97 V97 V97 V97 13617 Church Family and Friends Health care facilities I dont make any trips Other purpose (please specify) Shopping Taking children to school To go to a place of leisure or entertainment To go to the place where I study (school, college, university) To go to work To look for work (respondent is unemployed and travels looking for work) q5_1_frequent_trip V98 V98 V98 V98 V98 264 No Yes q5_2_non_movement V99 V99 V99 V99 V99 13617 Missing due to skip Other purpose (please specify) Shopping Taking children to school To go to a place of leisure or entertainment To go to work To look for work (respondent is unemployed and travels looking for work) q5_3_trip V100 V100 V100 V100 V100 13617 Church Family and Friends Health care facilities I dont make any trips Other purpose (please specify) Shopping Taking children to school To go to a place of leisure or entertainment To go to the place where I study (school, college, university) To go to work To look for work (respondent is unemployed and travels looking for work) q5_1_3_frequent_trip_cons V101 V101 V101 V101 V101 13305 City of Ekurhuleni City of Johannesburg City of Tshwane Emfuleni Lesedi Merafong Midvaal Mogale City Other Rand West q5_4_1_trip_destination V102 V102 V102 V102 V102 13617 V103 V103 V103 V103 V103 13617 -1 -3 0:00 0:08 0:15 10:00 10:01 10:02 10:03 10:04 10:05 10:06 10:07 10:08 10:09 10:10 10:11 10:12 10:13 10:14 10:15 10:16 10:17 10:18 10:19 10:20 10:21 10:22 10:23 10:24 10:25 10:26 10:27 10:28 10:29 10:30 10:31 10:32 10:33 10:35 10:36 10:37 10:38 10:39 10:40 10:41 10:42 10:43 10:45 10:46 10:47 10:48 10:49 10:50 10:51 10:53 10:54 10:55 10:57 10:58 10:59 11:00 11:01 11:02 11:03 11:04 11:05 11:06 11:07 11:08 11:09 11:10 11:11 11:12 11:13 11:15 11:16 11:17 11:19 11:20 11:21 11:22 11:23 11:25 11:30 11:31 11:32 11:33 11:34 11:35 11:36 11:37 11:38 11:40 11:42 11:43 11:44 11:45 11:46 11:47 11:50 11:52 11:53 11:54 11:55 12:00 12:01 12:02 12:03 12:04 12:05 12:06 12:08 12:09 12:10 12:11 12:13 12:15 12:16 12:18 12:19 12:20 12:24 12:25 12:30 12:31 12:32 12:33 12:35 12:37 12:38 12:40 12:41 12:43 12:44 12:45 12:47 12:50 12:51 12:52 12:54 12:55 12:56 12:57 12:58 12:59 13:00 13:01 13:04 13:05 13:06 13:07 13:09 13:10 13:11 13:12 13:13 13:14 13:15 13:16 13:17 13:18 13:19 13:20 13:22 13:23 13:25 13:27 13:30 13:31 13:33 13:34 13:36 13:37 13:39 13:40 13:43 13:45 13:48 13:50 13:52 13:54 13:55 13:56 13:58 14:00 14:01 14:02 14:05 14:06 14:07 14:10 14:12 14:13 14:14 14:15 14:16 14:17 14:18 14:19 14:20 14:23 14:24 14:25 14:29 14:30 14:32 14:33 14:35 14:37 14:40 14:45 14:48 14:50 14:51 14:54 14:55 14:56 15:00 15:01 15:03 15:05 15:08 15:10 15:15 15:16 15:18 15:20 15:24 15:25 15:29 15:30 15:31 15:40 15:43 15:45 15:50 15:52 15:53 15:59 16:00 16:02 16:07 16:08 16:10 16:14 16:15 16:20 16:21 16:22 16:23 16:25 16:27 16:30 16:45 16:47 16:50 16:55 16:59 17:00 17:01 17:05 17:08 17:10 17:15 17:20 17:24 17:30 17:33 17:34 17:35 17:40 17:45 18:00 18:05 18:15 18:20 18:30 18:36 19:00 19:03 19:15 19:30 19:35 19:50 19:58 1:00 1:30 20:00 20:15 20:20 20:25 20:30 20:45 20:52 21:00 21:30 21:40 22:00 22:05 22:20 23:00 2:00 2:10 2:30 3:00 3:04 3:10 3:15 3:20 3:30 3:37 3:40 3:45 3:53 4:00 4:01 4:02 4:03 4:04 4:10 4:14 4:15 4:16 4:18 4:20 4:25 4:30 4:31 4:32 4:38 4:39 4:40 4:45 4:50 4:55 5:00 5:01 5:02 5:03 5:04 5:05 5:07 5:08 5:09 5:10 5:11 5:12 5:15 5:16 5:17 5:18 5:20 5:21 5:25 5:26 5:28 5:30 5:31 5:35 5:36 5:37 5:38 5:40 5:41 5:44 5:45 5:46 5:50 5:52 5:54 5:55 5:59 6:00 6:01 6:02 6:03 6:04 6:05 6:06 6:07 6:08 6:09 6:10 6:11 6:12 6:13 6:14 6:15 6:16 6:17 6:18 6:19 6:20 6:21 6:22 6:23 6:24 6:25 6:26 6:27 6:28 6:30 6:31 6:32 6:33 6:35 6:36 6:38 6:39 6:40 6:42 6:43 6:44 6:45 6:46 6:47 6:48 6:49 6:50 6:51 6:52 6:54 6:55 6:58 6:59 7:00 7:01 7:02 7:03 7:04 7:05 7:06 7:07 7:08 7:09 7:10 7:11 7:12 7:13 7:14 7:15 7:16 7:17 7:18 7:19 7:20 7:22 7:24 7:25 7:26 7:27 7:28 7:29 7:30 7:31 7:32 7:33 7:34 7:35 7:36 7:37 7:38 7:39 7:40 7:42 7:43 7:44 7:45 7:49 7:50 7:52 7:53 7:54 7:55 7:57 7:58 7:59 8:00 8:01 8:02 8:03 8:04 8:05 8:06 8:07 8:08 8:09 8:10 8:11 8:12 8:13 8:14 8:15 8:16 8:17 8:18 8:19 8:20 8:21 8:22 8:23 8:24 8:25 8:26 8:27 8:28 8:29 8:30 8:31 8:32 8:33 8:34 8:35 8:36 8:37 8:38 8:40 8:42 8:43 8:44 8:45 8:46 8:47 8:49 8:50 8:51 8:52 8:53 8:55 8:56 8:57 8:58 9:00 9:01 9:02 9:03 9:04 9:05 9:06 9:07 9:08 9:09 9:10 9:11 9:12 9:13 9:14 9:15 9:16 9:17 9:18 9:19 9:20 9:21 9:22 9:23 9:25 9:26 9:27 9:28 9:29 9:30 9:31 9:32 9:33 9:34 9:35 9:36 9:37 9:38 9:39 9:40 9:41 9:43 9:44 9:45 9:46 9:47 9:48 9:50 9:51 9:52 9:53 9:55 9:57 9:58 q5_5_depart_time V104 V104 V104 V104 V104 13305 00:00-00:59 01:00-01:59 02:00-02:59 03:00-03:59 04:00-04:59 05:00-05:59 06:00-06:59 07:00-07:59 08:00-08:59 09:00-09:59 10:00-10:59 11:00-11:59 12:00-12:59 13:00-13:59 14:00-14:59 15:00-15:59 16:00-16:59 17:00-17:59 18:00-18:59 19:00-19:59 20:00-20:59 21:00-21:59 22:00-22:59 23:00-23:59 q5_5_depart_time_recode V105 V105 V105 V105 V105 13305 1 10 100 105 108 11 110 115 12 120 125 13 135 14 140 145 15 150 16 160 165 17 18 180 19 2 20 200 21 22 23 240 25 26 260 27 270 28 280 3 30 300 31 320 34 35 36 360 37 38 4 40 45 46 49 5 50 52 53 54 55 56 58 6 60 600 607 65 68 7 70 72 75 8 80 85 9 90 95 96 q5_6_time_destination V106 V106 V106 V106 V106 13305 0-15 minutes 16-30 minutes 31-45 minutes 46-60 minutes 61-75 minutes 75-90 minutes More than 90 minutes q5_6_time_destination_recode V107 V107 V107 V107 V107 13305 Bicycle Car as driver Car as passenger Gautrain Minibus Taxi Motorbike Other bus (e.g. Metrobus, Putco, City of Tshwane, Gautrain bus) Other taxi (e.g. metered taxi, Uber, Taxify) Other type transport ReaVaya or A re yeng or Harambee Train Walk q5_7_mode_transport V108 V108 V108 V108 V108 5854 Bit unsafe Fairly safe Neither safe nor unsafe Very safe Very unsafe q5_8_pub_transport_waiting V109 V109 V109 V109 V109 5854 Bit unsafe Fairly safe Neither safe nor unsafe Very safe Very unsafe q5_9_pub_transport_safety V110 V110 V110 V110 V110 13305 Dont know R0 R1 - R50 R1 001 - R2 000 R101 - R250 R2 001 or more R251 - R500 R501 - R1 000 R51 - R100 q5_10_transport_exp V111 V111 V111 V111 V111 13305 1 10 105 11 12 120 13 15 16 17 18 180 19 2 20 24 240 25 27 28 3 30 32 35 38 4 40 45 46 5 50 6 60 7 70 75 8 9 90 q5_11_pub_transport_prox V112 V112 V112 V112 V112 13305 0-10 minutes 11-20 minutes 21-30 minutes 31-40 minutes More than 40 minutes q5_11_pub_transport_prox_recode V113 V113 V113 V113 V113 13305 A couple of times a month A couple of times a year Every week Most days Never Once a month q5_12_ehail V114 V114 V114 V114 V114 13584 No Yes q5_13_road_accident V115 V115 V115 V115 V115 13617 V116 V116 V116 V116 V116 13305 No Yes q5_14_1_work V117 V117 V117 V117 V117 13305 No Yes q5_14_2_relig V118 V118 V118 V118 V118 13305 No Yes q5_14_3_school V119 V119 V119 V119 V119 13305 No Yes q5_14_4_clinic V120 V120 V120 V120 V120 13305 No Yes q5_14_5_creche V121 V121 V121 V121 V121 13305 No Yes q5_14_6_spaza V122 V122 V122 V122 V122 13305 No Yes q5_14_7_mall V123 V123 V123 V123 V123 13305 No Yes q5_14_8_restaurant V124 V124 V124 V124 V124 13305 No Yes q5_14_9_friends V125 V125 V125 V125 V125 13305 No Yes q5_14_10_bank V126 V126 V126 V126 V126 13305 No Yes q5_14_11_internet V127 V127 V127 V127 V127 13305 No Yes q5_14_12_bar V128 V128 V128 V128 V128 13305 No Yes q5_14_13_park V129 V129 V129 V129 V129 13305 No Yes q5_14_14_library V130 V130 V130 V130 V130 13305 No Yes q5_14_15_sport V131 V131 V131 V131 V131 13305 No Yes q5_14_16_nowhere V132 V132 V132 V132 V132 13305 No Yes q5_14_17_other V133 V133 V133 V133 V133 13617 No Yes q6_1_internet V134 V134 V134 V134 V134 13617 No Yes q6_2_debt V135 V135 V135 V135 V135 4952 No Yes q6_2a_missed V136 V136 V136 V136 V136 13617 No Yes q6_3_1_landline V137 V137 V137 V137 V137 13617 No Yes q6_3_2_cell V138 V138 V138 V138 V138 13617 No Yes q6_3_3_tv V139 V139 V139 V139 V139 13617 No Yes q6_3_4_computer V140 V140 V140 V140 V140 13617 No Yes q6_3_5_radio V141 V141 V141 V141 V141 13617 No Yes q6_3_6_dstv V142 V142 V142 V142 V142 13617 No Yes q6_3_7_internet V143 V143 V143 V143 V143 13617 No Yes q6_3_8_car V144 V144 V144 V144 V144 13617 No Yes q6_3_9_bicycle V145 V145 V145 V145 V145 13617 No Yes q6_3_10_fridge V146 V146 V146 V146 V146 13617 No Yes q6_4_skip_meal V147 V147 V147 V147 V147 13617 No There are no children in this household Yes q6_5_feed_children V148 V148 V148 V148 V148 8672 No Yes q6_5a_feeding V149 V149 V149 V149 V149 13617 1 1 2 1 3 1 4 1 5 1 6 1 7 1 8 1 9 2 2 1 2 3 2 4 2 5 2 6 2 7 2 8 2 9 3 3 1 3 2 3 4 3 5 3 6 3 7 3 8 3 9 4 4 1 4 2 4 3 4 5 4 6 4 7 4 8 4 9 5 5 1 5 2 5 3 5 4 5 6 5 7 5 8 5 9 6 6 1 6 2 6 3 6 4 6 5 6 7 6 8 6 9 7 7 1 7 2 7 3 7 4 7 5 7 6 7 8 7 9 8 8 1 8 2 8 3 8 4 8 5 8 6 8 7 8 9 9 9 1 9 2 9 3 9 4 9 5 9 6 9 7 9 8 q6_6_food V150 V150 V150 V150 V150 13617 No Yes q6_6_1_beans V151 V151 V151 V151 V151 13617 No Yes q6_6_2_polony V152 V152 V152 V152 V152 13617 No Yes q6_6_3_iqfchick V153 V153 V153 V153 V153 13617 No Yes q6_6_4_eggs V154 V154 V154 V154 V154 13617 No Yes q6_6_5_tinfish V155 V155 V155 V155 V155 13617 No Yes q6_6_6_meat V156 V156 V156 V156 V156 13617 No Yes q6_6_7_offal V157 V157 V157 V157 V157 13617 No Yes q6_6_8_dairy V158 V158 V158 V158 V158 13617 No Yes q6_6_9_nuts V159 V159 V159 V159 V159 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q6_7_food_satis V160 V160 V160 V160 V160 13617 Dont know R0 - R500 R1 001 - R2 000 R2 001 - R4 000 R4 001 + R501 - R1 000 q6_8_food_exp V161 V161 V161 V161 V161 13617 No Yes q7_1_registered V162 V162 V162 V162 V162 10211 No Yes q7_2_voted V163 V163 V163 V163 V163 1342 Did not know who to vote for Did not think his/her vote will make any difference Do not care Do not like politics, broken promises, waste of time No ID Not allowed to vote (turned away, not a citizen, etc) Other (specify) Out of Province or Country Respondent sick or family member sick Respondent was working Was not registered in my current voting district q7_3_rx_novote V164 V164 V164 V164 V164 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q7_4_ng V165 V165 V165 V165 V165 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q7_5_pg V166 V166 V166 V166 V166 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q7_6_lg V167 V167 V167 V167 V167 13617 Dissatisfied Don’t know who my councillor is Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q7_7_councillor V168 V168 V168 V168 V168 13617 Local Government (Municipality) National Government None of them Provincial Government q7_8_level_gov V169 V169 V169 V169 V169 13617 Dont Know No Yes q7_9_batho_pele V170 V170 V170 V170 V170 13617 All of the above Economic growth Education Electricity Health Housing Job creation Keeping government free from corruption Nation building Other (specify) Other basic services Safety and security Social grants Water q7_10_gov_weakness V171 V171 V171 V171 V171 13617 Distrust Dont know Neither trust nor distrust Strongly distrust Strongly trust Trust q7_11_gov_trust V172 V172 V172 V172 V172 13617 At a ward meeting Dont care, do not want to hear from municipality Email In person from ward councillors Mobile phone application Multi purpose community centers or municipal office Municipal call center Newspaper or magazine Pamphlets or leaflets Radio or TV SMS or WhatsApp Social media (Twitter, Facebook, etc) Through word of mouth from friends and neighbours Website q7_12_munic_comm V173 V173 V173 V173 V173 13617 No Yes q7_13_bribe V174 V174 V174 V174 V174 1750 No Yes q7_14_recent_bribe V175 V175 V175 V175 V175 1103 No Yes q7_15_1_housing V176 V176 V176 V176 V176 1103 No Yes q7_15_2_basic V177 V177 V177 V177 V177 1103 No Yes q7_15_3_billing V178 V178 V178 V178 V178 1103 No Yes q7_15_4_school V179 V179 V179 V179 V179 1103 No Yes q7_15_5_health V180 V180 V180 V180 V180 1103 No Yes q7_15_6_emerg V181 V181 V181 V181 V181 1103 No Yes q7_15_7_homeaff V182 V182 V182 V182 V182 1103 No Yes q7_15_8_traffic V183 V183 V183 V183 V183 1103 No Yes q7_15_9_license V184 V184 V184 V184 V184 1103 No Yes q7_15_10_saps V185 V185 V185 V185 V185 1103 No Yes q7_15_11_courts V186 V186 V186 V186 V186 1103 No Yes q7_15_12_tender V187 V187 V187 V187 V187 1103 No Yes q7_15_14_work V188 V188 V188 V188 V188 1103 No Yes q7_15_13_other V189 V189 V189 V189 V189 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_1_environ_harm V190 V190 V190 V190 V190 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_2_violence_foreigners V191 V191 V191 V191 V191 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_3_influence V192 V192 V192 V192 V192 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_4_country V193 V193 V193 V193 V193 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_5_election V194 V194 V194 V194 V194 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_6_gov_work_well V195 V195 V195 V195 V195 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_7_decision_making V196 V196 V196 V196 V196 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_7a_spread V197 V197 V197 V197 V197 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_8_bw_trust V198 V198 V198 V198 V198 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_9_water_crisis V199 V199 V199 V199 V199 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_10_violence_lgbt V200 V200 V200 V200 V200 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_11_alienation V201 V201 V201 V201 V201 13617 First Person Second Person Third Person q8_12_foreigners V202 V202 V202 V202 V202 13617 Corrupt or incompetent government/politicians Drugs Lack of jobs Laziness Other (specify) Poor education South Africas history q8_13_poverty V203 V203 V203 V203 V203 13604 Coming from a wealthy family Having a good education Individual willpower and hard work Knowing the right people Living in an area with opportunities Race q8_14_life_opp V204 V204 V204 V204 V204 13617 Always Do not know Not at all Often Sometimes q8_15_racial_discrim V205 V205 V205 V205 V205 13617 Dont know Easier Harder No change q8_15a_job_search V206 V206 V206 V206 V206 13617 Always acceptable Not acceptable Sometimes acceptable Usually acceptable q8_16_nepotism V207 V207 V207 V207 V207 13617 Always acceptable Not acceptable Sometimes acceptable Usually acceptable q8_17_speed_gov_service V208 V208 V208 V208 V208 13617 Always acceptable Not acceptable Sometimes acceptable Usually acceptable q8_18_small_offence V209 V209 V209 V209 V209 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_19_school_choice V210 V210 V210 V210 V210 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_20_free_univ V211 V211 V211 V211 V211 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_21_rich_poor V212 V212 V212 V212 V212 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_22_rural_areas V213 V213 V213 V213 V213 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_23_belong V214 V214 V214 V214 V214 12406 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_24_gcr V215 V215 V215 V215 V215 13617 V216 V216 V216 V216 V216 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q9_1_money V217 V217 V217 V217 V217 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q9_2_time V218 V218 V218 V218 V218 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q9_3_family_time V219 V219 V219 V219 V219 13617 Dissatisfied Neither satisfied nor dissatisfied Not applicable Satisfied Very dissatisfied Very satisfied q9_4_marriage V220 V220 V220 V220 V220 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q9_5_friends V221 V221 V221 V221 V221 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q9_6_living V222 V222 V222 V222 V222 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q9_7_leisure V223 V223 V223 V223 V223 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q9_8_neighbourhood V224 V224 V224 V224 V224 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q9_9_life V225 V225 V225 V225 V225 13617 No Yes q10_1_business V226 V226 V226 V226 V226 13617 No Yes q10_2_working V227 V227 V227 V227 V227 8029 No Yes q10_3_new_job V228 V228 V228 V228 V228 7823 No Yes q10_4_unemployed V229 V229 V229 V229 V229 3567 Disabled Do not need to work Do not want to work Housewife or homemaker I have given up looking for a job Looking after family members for no pay Retired person or pensioner School pupil or full time student q10_5_not_looking V230 V230 V230 V230 V230 5795 No Yes q10_6_self_emp V231 V231 V231 V231 V231 5792 Formal Informal q10_7_sector V232 V232 V232 V232 V232 5795 Full time Part time q10_8_hours V233 V233 V233 V233 V233 5795 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q10_9_satis V234 V234 V234 V234 V234 13617 V235 V235 V235 V235 V235 13617 -1 1 2 3 4 5 6 7 8 9 Other Refusal q10_10_occupation_maj V236 V236 V236 V236 V236 13617 -1 11 12 13 14 21 22 23 24 25 26 31 32 33 34 35 41 42 43 44 51 52 53 54 61 62 63 71 72 73 74 75 81 82 83 91 92 93 94 95 96 99 Other Refusal q10_10_occupation_submaj V237 V237 V237 V237 V237 13617 Got worse Improved Stayed the same q11_1_crime V238 V238 V238 V238 V238 13617 No Yes q11_2_crime_victim V239 V239 V239 V239 V239 13617 Bit unsafe Fairly safe Neither safe nor unsafe Very safe Very unsafe q11_3_daytime_safety V240 V240 V240 V240 V240 13617 Bit unsafe Fairly safe Neither safe nor unsafe Very safe Very unsafe q11_4_night_safety V241 V241 V241 V241 V241 13617 Bit unsafe Fairly safe Neither safe nor unsafe Very safe Very unsafe q11_5_home_safety V242 V242 V242 V242 V242 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q11_6_gov_security V243 V243 V243 V243 V243 13617 No Yes q12_1_1_church V244 V244 V244 V244 V244 13617 No Yes q12_1_2_social V245 V245 V245 V245 V245 13617 No Yes q12_1_3_stokvel V246 V246 V246 V246 V246 13617 No Yes q12_1_4_community V247 V247 V247 V247 V247 13617 No Yes q12_1_5_political V248 V248 V248 V248 V248 13617 No Yes q12_1_6_other V249 V249 V249 V249 V249 13617 No participation Social_participation Some participation V250 V250 V250 V250 V250 13617 No Yes q12_2_1_ward V251 V251 V251 V251 V251 13617 No Yes q12_2_2_street V252 V252 V252 V252 V252 13617 No Yes q12_2_3_cdf V253 V253 V253 V253 V253 13617 No Yes q12_2_4_idp V254 V254 V254 V254 V254 13617 No Yes q12_2_5_mayor V255 V255 V255 V255 V255 13617 No Yes q12_2_6_sgb V256 V256 V256 V256 V256 13617 No Yes q12_2_7_cpf V257 V257 V257 V257 V257 13617 No participation Political_participation Some participation V258 V258 V258 V258 V258 13617 Dont Know No Yes q12_3_protest V259 V259 V259 V259 V259 3859 Corruption Crime or security issues Dissatisfaction with national government or national leaders Do not Know Electricty Favouritism Foreigners in my community Housing (including access to RDP, upgrading of informal settlements) Jobs given to outsiders Lack of jobs/economic opportunities Municipal or provincial demarcation Other (specify) Other basic services Poor performance of councillor Transport issues University/College access (fees, housing, etc.) Violence against women and children. Domestic violence. Human Trafficing q12_4_rx_protest V260 V260 V260 V260 V260 13617 No Yes q12_5_partic_protest V261 V261 V261 V261 V261 13617 Not applicable, dont usually need health care Private health care facilities Public health care facilities Spiritual healer (e.g. faith-related) Traditional healer (Sangoma) Use public and private facilities q13_1_healthcare V262 V262 V262 V262 V262 3685 Cost I have been before and they could not help me No public health care facilities close by Other Quality of care The clinic often does not have the medicine I need The queues are usually too long The staff are too unfriendly or unhelpful q13_2_nonuse_public V263 V263 V263 V263 V263 13062 No Yes q13_3_health_proxim V264 V264 V264 V264 V264 13062 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q13_4_health_satis V265 V265 V265 V265 V265 13617 Dont Know No Yes q13_5_medical_aid V266 V266 V266 V266 V266 13617 Excellent Good Poor Very Poor q13_6_health_status V267 V267 V267 V267 V267 13617 Always Hardly ever Never Some of the time q13_7_health_work V268 V268 V268 V268 V268 13617 Always Hardly ever Never Some of the time q13_8_health_soc V269 V269 V269 V269 V269 13617 A few days More than half the days Nearly every day Not at all q13_9_pleasure V270 V270 V270 V270 V270 13617 A few days More than half the days Nearly every day Not at all q13_10_depressed V271 V271 V271 V271 V271 13617 1 2 3 4 5 6 PHQ2_score V272 V272 V272 V272 V272 13617 High risk of depression Not at high risk of depression PHQ2_score_high V273 V273 V273 V273 V273 13617 No Yes q13_11_1_cancer V274 V274 V274 V274 V274 13617 No Yes q13_11_2_diabetes V275 V275 V275 V275 V275 13617 No Yes q13_11_3_asthma V276 V276 V276 V276 V276 13617 No Yes q13_11_4_pneumonia V277 V277 V277 V277 V277 13617 No Yes q13_11_5_heart V278 V278 V278 V278 V278 13617 No Yes q13_11_6_hypertension V279 V279 V279 V279 V279 13617 No Yes q13_11_7_hiv V280 V280 V280 V280 V280 13617 No Yes q13_11_8_tb V281 V281 V281 V281 V281 13617 No Yes q13_11_9_covid V282 V282 V282 V282 V282 13617 No Yes q13_12_1_avoid V283 V283 V283 V283 V283 13617 No Yes q13_12_2_transport V284 V284 V284 V284 V284 13617 No Yes q13_12_3_groceries V285 V285 V285 V285 V285 8672 No Yes q13_12_4_school V286 V286 V286 V286 V286 13617 No Yes q13_12_5_sanitiser V287 V287 V287 V287 V287 13617 No Not applicable Yes q13_13_1_job V288 V288 V288 V288 V288 13617 No Not applicable Yes q13_13_2_reduced V289 V289 V289 V289 V289 13617 No Yes q13_13_3_refuse V290 V290 V290 V290 V290 13617 No Not applicable Yes q13_13_4_business V291 V291 V291 V291 V291 13617 No Not applicable Yes q13_13_5_care V292 V292 V292 V292 V292 13617 No Yes q13_13_6_healthcare V293 V293 V293 V293 V293 13617 No Yes q13_13_7_eviction V294 V294 V294 V294 V294 13617 No Yes q13_14_srd_app V295 V295 V295 V295 V295 4291 No Yes q13_15_srd_rec V296 V296 V296 V296 V296 13617 No Yes q13_16_food_parcel V297 V297 V297 V297 V297 13617 A certificate from a college, technikon or university A diploma from a college, technikon or university Grade 0 or Grade R Grade 1 or Sub A Grade 10, Std 8, Form III, National Trade Certificate 1 Grade 11, Std 9 or Form IV Grade 12, Std 10, Matric Grade 2 or Sub B Grade 3, Std 1 Grade 4, Std 2 Grade 5, Std 3 or ABET 1 Grade 6, Std 4 or ABET 2 Grade 7, Std 5 Grade 8, Std 6, Form I or ABET 3 Grade 9, Std 7, Form II, NQF 1 or ABET 4 No Education Post graduate degree - e.g. Hons, MA, PhD Technikon or university degree Unspecified q14_1_education V298 V298 V298 V298 V298 13617 Matric More No education Primary only Secondary incomplete Unspecified q14_1_education_recode V299 V299 V299 V299 V299 13617 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 q14_2_age_topcode V300 V300 V300 V300 V300 13617 18-19 20-24 25-29 30-34 35-39 40-44 45-49 50-54 55-59 60-64 65+ q14_2_age_recode V301 V301 V301 V301 V301 13617 No Yes q14_3_1_sight V302 V302 V302 V302 V302 13617 No Yes q14_3_2_hearing V303 V303 V303 V303 V303 13617 No Yes q14_3_3_speech V304 V304 V304 V304 V304 13617 No Yes q14_3_4_physical V305 V305 V305 V305 V305 13617 No Yes q14_3_5_intellectual V306 V306 V306 V306 V306 13617 No Yes q14_3_6_none V307 V307 V307 V307 V307 13617 Casual partner Divorced In a relationship but not married Married/common law marriage Other Single Widowed q14_4_rel_status V308 V308 V308 V308 V308 13617 1 10 11 12 13 14 15 16 17 18 19 2 20 22 24 3 4 5 6 7 8 9 q14_5_people V309 V309 V309 V309 V309 13617 1 2 3 4 5 6 7+ q14_5_people_recode V310 V310 V310 V310 V310 13617 1 10 11 12 14 16 2 3 4 5 6 7 8 9 q14_6_under18 V311 V311 V311 V311 V311 13617 1 2 3 4+ q14_6_under18_recode V312 V312 V312 V312 V312 13617 1 10 2 3 4 5 6 q14_7_60plus V313 V313 V313 V313 V313 13617 1 2 3 4+ q14_7_60plus_recode V314 V314 V314 V314 V314 13617 Father of respondent Grandfather of respondent Grandmother of respondent Mother of respondent Other female Other male Respondent Spouse or partner of respondent Spouses, partners or parents together q14_8_head V315 V315 V315 V315 V315 13617 Afrikaans English IsiNdebele IsiXhosa IsiZulu Other Sepedi Sesotho Setswana SiSwati Sign language Tshivenda Xitsonga q14_9_language V316 V316 V316 V316 V316 13617 No Yes q14_10_social_grant V317 V317 V317 V317 V317 13617 No Yes q14_11_indigency V318 V318 V318 V318 V318 13617 No Yes sc_consent V319 V319 V319 V319 V319 11767 Female Gender diverse Male Prefer not to answer q15_1_gender V320 V320 V320 V320 V320 11767 Female Gender diverse Male Prefer not to answer q15_2_attraction V321 V321 V321 V321 V321 11767 Dont know More No Income Prefer not to answer R1 - R400 R1 601 - R3 200 R102 401 - R153 600 R12 801 - R19 200 R153 601 - R204 800 R19 201 - R25 600 R204 801 - R500 000 R25 601 - R38 400 R3 201 - R6 400 R38 401 - R51 200 R401 - R800 R51 201 - R76 800 R6 401 - R12 800 R76 801 - R102 400 R801 - R1 600 q15_3_income V322 V322 V322 V322 V322 9701 R1 - R800 R12 801 - R25 600 R25 601 - R51 200 R3 201 - R12 800 R51 201 and more R801 - R3 200 q15_3_income_recode V323 V323 V323 V323 V323 11767 No Prefer not to answer Yes q15_4_beaten_home V324 V324 V324 V324 V324 11767 No Prefer not to answer Yes q15_5_beaten_school V325 V325 V325 V325 V325 11767 No Prefer not to answer Yes q15_6_touch_genitals V326 V326 V326 V326 V326 11767 No Prefer not to answer Yes q15_7_forced_sex V327 V327 V327 V327 V327 11767 No Prefer not to answer Yes q15_8_hit V328 V328 V328 V328 V328 13617 -1 1 1 2 3 4 5 6 1 4 1 5 2 2 1 2 3 2 3 6 2 4 2 5 3 3 1 3 2 3 4 4 4 2 4 2 5 4 3 4 5 4 5 3 5 5 1 5 3 6 6 1 q15_9_who_hit V329 V329 V329 V329 V329 921 No Yes q15_9_1_partner V330 V330 V330 V330 V330 921 No Yes q15_9_2_family V331 V331 V331 V331 V331 921 No Yes q15_9_3_community V332 V332 V332 V332 V332 921 No Yes q15_9_4_stranger V333 V333 V333 V333 V333 921 No Yes q15_9_5_other V334 V334 V334 V334 V334 921 No Yes q15_9_6_no_answer V335 V335 V335 V335 V335 246 1 2-3 4+ Prefer not to answer q15_10_times_hit V336 V336 V336 V336 V336 11767 No Prefer not to answer Yes q15_11_kicked V337 V337 V337 V337 V337 13617 -1 1 1 2 1 2 3 4 5 6 1 3 4 1 5 2 2 3 2 4 2 4 5 3 3 5 4 4 3 5 5 3 6 q15_12_who_kicked V338 V338 V338 V338 V338 583 No Yes q15_12_1_partner V339 V339 V339 V339 V339 583 No Yes q15_12_2_family V340 V340 V340 V340 V340 583 No Yes q15_12_3_community V341 V341 V341 V341 V341 583 No Yes q15_12_4_stranger V342 V342 V342 V342 V342 583 No Yes q15_12_5_other V343 V343 V343 V343 V343 583 No Yes q15_12_6_no_answer V344 V344 V344 V344 V344 168 1 2-3 4+ Prefer not to answer q15_13_times_kicked V345 V345 V345 V345 V345 11767 No Prefer not to answer Yes q15_14_weapon V346 V346 V346 V346 V346 13617 -1 1 1 2 3 4 1 3 1 4 2 2 1 3 4 6 3 3 4 3 4 5 4 4 1 4 2 4 3 4 5 5 5 4 3 6 q15_15_who_weapon V347 V347 V347 V347 V347 1089 No Yes q15_15_1_partner V348 V348 V348 V348 V348 1089 No Yes q15_15_2_family V349 V349 V349 V349 V349 1089 No Yes q15_15_3_community V350 V350 V350 V350 V350 1089 No Yes q15_15_4_stranger V351 V351 V351 V351 V351 1089 No Yes q15_15_5_other V352 V352 V352 V352 V352 1089 No Yes q15_15_6_no_answer V353 V353 V353 V353 V353 11767 No Prefer not to answer Yes q15_16_forced V354 V354 V354 V354 V354 13617 -1 1 2 2 1 3 4 5 6 6 1 q15_17_who_forced V355 V355 V355 V355 V355 185 No Yes q15_17_1_partner V356 V356 V356 V356 V356 185 No Yes q15_17_2_family V357 V357 V357 V357 V357 185 No Yes q15_17_3_community V358 V358 V358 V358 V358 185 No Yes q15_17_4_stranger V359 V359 V359 V359 V359 185 No Yes q15_17_5_other V360 V360 V360 V360 V360 185 No Yes q15_17_6_no_answer V361 V361 V361 V361 V361 83 1 2-3 4+ Prefer not to answer q15_18_times_forced V362 V362 V362 V362 V362 11767 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q15_19_report_harm V363 V363 V363 V363 V363 11767 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q15_20_leave_bad_rel V364 V364 V364 V364 V364 13617 1.396980650648522 1.435254093132043 1.686157771635127 1.701041888156496 1.758452051881777 10 2.022113544546034 2.832234743780565 3.083138422283649 3.098022538805018 3.12141186476717 3.136295981288539 3.1554327025303 3.193706145013821 3.387199659791622 3.419094195194557 3.444609823516905 3.457367637678077 3.459493940038273 3.708271316181161 3.72315543270253 3.780565596427812 4.518392515415692 4.533276631937062 4.590686795662342 4.784180310440144 4.841590474165427 4.8543482883266 4.856474590686795 4.879863916648947 4.894748033170316 5.105251966829682 5.120136083351052 5.143525409313204 5.145651711673399 5.158409525834574 5.177546247076334 5.215819689559854 5.409313204337657 5.466723368062938 5.481607484584307 6.219434403572189 6.276844567297469 6.291728683818839 6.540506059961727 6.542632362321922 6.555390176483096 6.580905804805443 6.612800340208377 6.806293854986178 6.844567297469701 6.86370401871146 6.87858813523283 6.901977461194981 6.916861577716351 7.167765256219434 7.977886455453966 8.241547948118223 8.298958111843504 8.313842228364873 8.564745906867957 8.603019349351477 F1servic V365 V365 V365 V365 V365 13617 .3843251088534108 .6168359941944848 .7686502177068216 1.001161103047895 1.152975326560232 1.385486211901306 1.425253991291727 1.537300435413643 1.587808417997097 1.61799709724238 1.769811320754717 1.809579100145138 1.921625544267054 1.972133526850508 10 2.002322206095791 2.042089985486212 2.154136429608128 2.193904208998549 2.204644412191582 2.356458635703919 2.386647314949202 2.426415094339622 2.538461538461538 2.57822931785196 2.588969521044993 2.597968069666182 2.619158200290276 2.74078374455733 2.770972423802613 2.810740203193033 2.96255442670537 2.973294629898403 3.003483309143686 3.013062409288824 3.12510885341074 3.155297532656023 3.195065312046444 3.205805515239478 3.214804063860667 3.23599419448476 3.346879535558781 3.357619738751814 3.387808417997097 3.427576197387518 3.509433962264151 3.579390420899855 3.590130624092889 3.599129172714078 3.620319303338171 3.62989840348331 3.660087082728591 3.741944847605224 3.750943396226415 3.772133526850508 3.781712626995645 3.811901306240929 3.963715529753265 3.974455732946299 3.983454281567489 4.004644412191581 4.01422351233672 4.044412191582002 4.126269956458636 4.135268505079826 4.166037735849057 4.19622641509434 4.215965166908563 4.358780841799709 4.367779390420899 4.388969521044992 4.398548621190129 4.407547169811321 4.428737300435413 4.519593613933236 4.550362844702468 4.580551523947749 4.591291727140783 4.600290275761974 4.74310595065312 4.75210449927431 4.782873730043541 4.791872278664732 4.813062409288825 4.934687953555878 4.975616835994193 4.984615384615385 5.024383164005806 5.045573294629897 5.136429608127721 5.167198838896952 5.176197387518142 5.197387518142235 5.208127721335268 5.256894049346879 5.338751814223512 5.359941944847605 5.368940493468796 5.399709724238027 5.408708272859217 5.429898403483309 5.551523947750362 5.560522496371552 5.571262699564587 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8.412191582002903 8.574746008708273 8.614513788098694 8.76632801161103 8.847024673439769 8.998838896952103 9.231349782293178 9.383164005805515 9.61567489114659 F2soclas V366 V366 V366 V366 V366 13617 .4958920187793428 .6220657276995306 .6616784037558685 .9917840375586856 1.117957746478873 1.157570422535211 1.244131455399061 1.258802816901408 1.283744131455399 1.323356807511737 1.487676056338028 1.613849765258216 1.622652582159624 1.653462441314554 1.740023474178404 1.754694835680751 1.779636150234742 1.81924882629108 1.866197183098592 1.880868544600939 1.905809859154929 1.920481220657277 1.945422535211268 1.983568075117371 1.985035211267606 10 2.109741784037559 2.118544600938967 2.149354460093897 2.235915492957746 2.244718309859155 2.250586854460094 2.275528169014085 2.284330985915493 2.315140845070423 2.362089201877934 2.401701877934272 2.41637323943662 2.44131455399061 2.480927230046948 2.488262910798122 2.52787558685446 2.542546948356808 2.567488262910798 2.582159624413146 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3.732394366197183 3.772007042253521 3.786678403755869 3.811619718309859 3.826291079812207 3.851232394366197 3.858568075117371 3.865903755868545 3.873239436619719 3.890845070422536 3.898180751173709 3.905516431924883 3.937793427230047 3.97593896713615 3.984741784037559 3.999413145539906 4.015551643192489 4.024354460093897 4.030223004694836 4.039025821596244 4.055164319248826 4.063967136150235 4.094776995305164 4.103579812206573 4.110915492957747 4.125586854460095 4.141725352112676 4.150528169014085 4.156396713615024 4.165199530516432 4.181338028169014 4.190140845070422 4.196009389671362 4.20481220657277 4.220950704225353 4.228286384976526 4.22975352112676 4.2356220657277 4.267899061032865 4.269366197183099 4.282570422535212 4.307511737089202 4.32218309859155 4.34712441314554 4.354460093896714 4.361795774647887 4.369131455399061 4.386737089201878 4.394072769953052 4.408744131455399 4.43368544600939 4.448356807511737 4.471830985915493 4.473298122065728 4.480633802816902 4.52024647887324 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