DDI_ZAF_2020_QoLS-R6_v01_M DataFirst Development Economics Data Group 2023-03-07 NADA Version 01 (March 2023): This metadata was downloaded from the DataFirst website (https://www.datafirst.uct.ac.za/dataportal/index.php/catalog/central) and it is identical to DataFirst DDI version (zaf-gcro-qols-2020-2021-v1). The following two metadata fields were edited - Document ID and Survey ID. Quality of Life Survey 2020-2021 Round 6 QOLS 2020-21 ZAF_2020_QoLS-R6_v01_M 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 Other Household Survey [hh/oth] Version 1: Edited, anonymised dataset shared under a CC-BY attribution-only license. South Africa The survey covers the Gauteng province in South Africa. The lowest level of geographic aggregation in the data is regional municipality Sample survey data [ssd] GeoSpace International Face-to-face [f2f] DataFirst qols-2020-2021-new-weights 13617 330 qols-2020-2021-new-weights-restricted 13617 373 V1 13617 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 13617 Apr 2021 Date_month Dec 2020 Feb 2021 Jan 2021 Mar 2021 May 2021 Nov 2020 Oct 2020 V4 13617 City of Ekurhuleni City of Johannesburg City of Tshwane District_municipality Sedibeng West Rand V5 13617 City of Ekurhuleni City of Johannesburg City of Tshwane Emfuleni Lesedi Merafong Midvaal Mogale City Rand West municipality_coded 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 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 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 79700018 79700019 79700020 79700021 79700022 79700023 79700024 79700025 79700026 79700027 79700028 79700029 79700030 79700031 79700032 79700033 79700034 79700035 79700036 79700037 79700038 79700039 79700040 79700041 79700042 79700043 79700044 79700045 79700046 79700047 79700048 79700049 79700050 79700051 79700052 79700053 79700054 79700055 79700056 79700057 79700058 79700059 79700060 79700061 79700062 79700063 79700064 79700065 79700066 79700067 79700068 79700069 79700070 79700071 79700072 79700073 79700074 79700075 79700076 79700077 79700078 79700079 79700080 79700081 79700082 79700083 79700084 79700085 79700086 79700087 79700088 79700089 79700090 79700091 79700092 79700093 79700094 79700095 79700096 79700097 79700098 79700099 79700100 79700101 79700102 79700103 79700104 79700105 79700106 79700107 79700108 79700109 79700110 79700111 79700112 79800001 79800002 79800003 79800004 79800005 79800006 79800007 79800008 79800009 79800010 79800011 79800012 79800013 79800014 79800015 79800016 79800017 79800018 79800019 79800020 79800021 79800022 79800023 79800024 79800025 79800026 79800027 79800028 79800029 79800030 79800031 79800032 79800033 79800034 79800035 79800036 79800037 79800038 79800039 79800040 79800041 79800042 79800043 79800044 79800045 79800046 79800047 79800048 79800049 79800050 79800051 79800052 79800053 79800054 79800055 79800056 79800057 79800058 79800059 79800060 79800061 79800062 79800063 79800064 79800065 79800066 79800067 79800068 79800069 79800070 79800071 79800072 79800073 79800074 79800075 79800076 79800077 79800078 79800079 79800080 79800081 79800082 79800083 79800084 79800085 79800086 79800087 79800088 79800089 79800090 79800091 79800092 79800093 79800094 79800095 79800096 79800097 79800098 79800099 79800100 79800101 79800102 79800103 79800104 79800105 79800106 79800107 79800108 79800109 79800110 79800111 79800112 79800113 79800114 79800115 79800116 79800117 79800118 79800119 79800120 79800121 79800122 79800123 79800124 79800125 79800126 79800127 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 13617 V10 13617 1 10 11 2 3 4 5 6 7 8 9 adult_count V11 13617 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 13617 Afrikaans English IsiNdebele IsiXhosa IsiZulu Sepedi Sesotho Setswana SiSwati Tshivenda Xitsonga interview_lang V14 13617 Black African Coloured Indian/Asian Other White a1_pop_group V15 13617 Female Male a2_sex 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 13617 Formal Informal Other a3_dwelling_type_recode V18 13617 Dont Know No Yes q1_1_address V19 13617 1 10+ 2 3 4 5 6 7 8 9 q1_2c_rooms V20 2910 1 2 3 4 5 6 8 9+ q1_2d_households 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 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 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 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 12522 Dont know No meter Prepaid meter Standard meter (get a bill afterwards) q1_5_water_meter V26 13484 No Yes q1_6_borehole V27 13523 No Yes q1_7_rainwater V28 13617 Always Hardly Ever Never Sometimes Usually q1_8_water_clean 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 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 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 13617 No Yes q1_12_1_prepaid V33 4602 No Yes q1_12_2_postpaid V34 13617 No Yes q1_12_3_solar V35 13617 No Yes q1_12_4_generator V36 13617 No Yes q1_12_5_neighbour V37 13617 No Yes q1_12_6_car V38 13617 No Yes q1_12_7_elsewhere V39 976 No Yes q1_12_8_dont_know V40 770 No Yes q1_12_9_none V41 13617 Any_electricity No form of electricity Some form of electricity V42 12972 Has a metered connection Metered_connection Not a metered connection V43 12972 Generating some electricity Generating_electricity Not generating electricity V44 1177 For daily use Loadshedding or power cuts only q1_12a_elec_generation V45 829 Dont Know No Not applicable Yes q1_12b_elec_gen_plans V46 11466 Dont Know No Not applicable Yes q1_13_elec_loadshedding 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 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 886 Other (specify) Will start generating electricity for daily use Will start generating electricity for loadshedding or power cuts q1_13a_elec_plans V50 13617 Do not plan to generate some/more electricity Generate_own_electricity Plan to generate some/more electricity V51 13617 Do not plan to start generating most energy Plan to start generating most energy Planning_off_grid Unsure 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 13617 Coal Electricity Gas or LPG Other Paraffin Wood q1_15_cooking V54 13617 Candles Electricity Gas or LPG Other Paraffin Solar/renewable q1_16_lighting V55 13617 Dont Know No Yes q1_17_arrears 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 13617 No Yes q1_19_1_flood V58 13617 No Yes q1_19_2_tremor V59 13617 No Yes q1_19_3_fire V60 13617 No Yes q1_19_4_heat V61 13617 No Yes q1_19_5_wind V62 13617 No Yes q1_19_6_lightning V63 13617 No Yes q1_19_7_hail V64 13617 No Yes q1_19_8_tornado V65 13617 No Yes q1_19_9_sinkhole V66 8233 No Yes q1_20_damages V67 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_1_dwelling V68 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_2_water V69 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_3_sewarage V70 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_4_waste V71 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_5_energy V72 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_6_service_cost V73 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_7_billing_satis V74 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_8_roads V75 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_9_street_lights V76 13617 Dissatisfied Neither satisfied nor dissatisfied Not applicable Satisfied Very dissatisfied Very satisfied q2_10_schools V77 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_11_gov_initiatives V78 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_12_covid 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 13617 Born in Gauteng Born in another country Born in another province in South Africa q3_1_birth_prov_recode 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 6279 Country outside South Africa Eastern Cape Free State KwaZulu Natal Limpopo Mpumalanga North West Northern Cape Western Cape q3_3_prev_residence 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 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 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 9725 Another country Another province Somewhere else in Gauteng q3_6_previous_home 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 13617 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 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 13617 Another country Another neighbourhood in Gauteng Another province This neighbourhood q3_10_home V92 13617 No Yes q3_11_remittances V93 13617 Deterioration Improvement No Change q4_1_change 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 13617 Dont know Most people can be trusted You need to be very careful q4_3_community_trust V96 13617 Better off Same Worse off q4_4_status 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 264 No Yes q5_2_non_movement 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 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 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 13617 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 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 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 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 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 5854 Bit unsafe Fairly safe Neither safe nor unsafe Very safe Very unsafe q5_8_pub_transport_waiting V109 5854 Bit unsafe Fairly safe Neither safe nor unsafe Very safe Very unsafe q5_9_pub_transport_safety 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 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 13305 0-10 minutes 11-20 minutes 21-30 minutes 31-40 minutes More than 40 minutes q5_11_pub_transport_prox_recode 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 13584 No Yes q5_13_road_accident V115 13617 V116 13305 No Yes q5_14_1_work V117 13305 No Yes q5_14_2_relig V118 13305 No Yes q5_14_3_school V119 13305 No Yes q5_14_4_clinic V120 13305 No Yes q5_14_5_creche V121 13305 No Yes q5_14_6_spaza V122 13305 No Yes q5_14_7_mall V123 13305 No Yes q5_14_8_restaurant V124 13305 No Yes q5_14_9_friends V125 13305 No Yes q5_14_10_bank V126 13305 No Yes q5_14_11_internet V127 13305 No Yes q5_14_12_bar V128 13305 No Yes q5_14_13_park V129 13305 No Yes q5_14_14_library V130 13305 No Yes q5_14_15_sport V131 13305 No Yes q5_14_16_nowhere V132 13305 No Yes q5_14_17_other V133 13617 No Yes q6_1_internet V134 13617 No Yes q6_2_debt V135 4952 No Yes q6_2a_missed V136 13617 No Yes q6_3_1_landline V137 13617 No Yes q6_3_2_cell V138 13617 No Yes q6_3_3_tv V139 13617 No Yes q6_3_4_computer V140 13617 No Yes q6_3_5_radio V141 13617 No Yes q6_3_6_dstv V142 13617 No Yes q6_3_7_internet V143 13617 No Yes q6_3_8_car V144 13617 No Yes q6_3_9_bicycle V145 13617 No Yes q6_3_10_fridge V146 13617 No Yes q6_4_skip_meal V147 13617 No There are no children in this household Yes q6_5_feed_children V148 8672 No Yes q6_5a_feeding 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 13617 No Yes q6_6_1_beans V151 13617 No Yes q6_6_2_polony V152 13617 No Yes q6_6_3_iqfchick V153 13617 No Yes q6_6_4_eggs V154 13617 No Yes q6_6_5_tinfish V155 13617 No Yes q6_6_6_meat V156 13617 No Yes q6_6_7_offal V157 13617 No Yes q6_6_8_dairy V158 13617 No Yes q6_6_9_nuts V159 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q6_7_food_satis V160 13617 Dont know R0 - R500 R1 001 - R2 000 R2 001 - R4 000 R4 001 + R501 - R1 000 q6_8_food_exp V161 13617 No Yes q7_1_registered V162 10211 No Yes q7_2_voted 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 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q7_4_ng V165 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q7_5_pg V166 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q7_6_lg V167 13617 Dissatisfied Don’t know who my councillor is Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q7_7_councillor V168 13617 Local Government (Municipality) National Government None of them Provincial Government q7_8_level_gov V169 13617 Dont Know No Yes q7_9_batho_pele 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 13617 Distrust Dont know Neither trust nor distrust Strongly distrust Strongly trust Trust q7_11_gov_trust 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 13617 No Yes q7_13_bribe V174 1750 No Yes q7_14_recent_bribe V175 1103 No Yes q7_15_1_housing V176 1103 No Yes q7_15_2_basic V177 1103 No Yes q7_15_3_billing V178 1103 No Yes q7_15_4_school V179 1103 No Yes q7_15_5_health V180 1103 No Yes q7_15_6_emerg V181 1103 No Yes q7_15_7_homeaff V182 1103 No Yes q7_15_8_traffic V183 1103 No Yes q7_15_9_license V184 1103 No Yes q7_15_10_saps V185 1103 No Yes q7_15_11_courts V186 1103 No Yes q7_15_12_tender V187 1103 No Yes q7_15_14_work V188 1103 No Yes q7_15_13_other V189 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_1_environ_harm V190 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_2_violence_foreigners V191 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_3_influence V192 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_4_country V193 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_5_election V194 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_6_gov_work_well V195 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_7_decision_making V196 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_7a_spread V197 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_8_bw_trust V198 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_9_water_crisis V199 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_10_violence_lgbt V200 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_11_alienation V201 13617 First Person Second Person Third Person q8_12_foreigners V202 13617 Corrupt or incompetent government/politicians Drugs Lack of jobs Laziness Other (specify) Poor education South Africas history q8_13_poverty 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 13617 Always Do not know Not at all Often Sometimes q8_15_racial_discrim V205 13617 Dont know Easier Harder No change q8_15a_job_search V206 13617 Always acceptable Not acceptable Sometimes acceptable Usually acceptable q8_16_nepotism V207 13617 Always acceptable Not acceptable Sometimes acceptable Usually acceptable q8_17_speed_gov_service V208 13617 Always acceptable Not acceptable Sometimes acceptable Usually acceptable q8_18_small_offence V209 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_19_school_choice V210 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_20_free_univ V211 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_21_rich_poor V212 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_22_rural_areas V213 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_23_belong V214 12406 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_24_gcr V215 13617 V216 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q9_1_money V217 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q9_2_time V218 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q9_3_family_time V219 13617 Dissatisfied Neither satisfied nor dissatisfied Not applicable Satisfied Very dissatisfied Very satisfied q9_4_marriage V220 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q9_5_friends V221 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q9_6_living V222 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q9_7_leisure V223 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q9_8_neighbourhood V224 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q9_9_life V225 13617 No Yes q10_1_business V226 13617 No Yes q10_2_working V227 8029 No Yes q10_3_new_job V228 7823 No Yes q10_4_unemployed 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 5795 No Yes q10_6_self_emp V231 5792 Formal Informal q10_7_sector V232 5795 Full time Part time q10_8_hours V233 5795 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q10_9_satis V234 13617 V235 13617 -1 1 2 3 4 5 6 7 8 9 Other Refusal q10_10_occupation_maj 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 13617 Got worse Improved Stayed the same q11_1_crime V238 13617 No Yes q11_2_crime_victim V239 13617 Bit unsafe Fairly safe Neither safe nor unsafe Very safe Very unsafe q11_3_daytime_safety V240 13617 Bit unsafe Fairly safe Neither safe nor unsafe Very safe Very unsafe q11_4_night_safety V241 13617 Bit unsafe Fairly safe Neither safe nor unsafe Very safe Very unsafe q11_5_home_safety V242 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q11_6_gov_security V243 13617 No Yes q12_1_1_church V244 13617 No Yes q12_1_2_social V245 13617 No Yes q12_1_3_stokvel V246 13617 No Yes q12_1_4_community V247 13617 No Yes q12_1_5_political V248 13617 No Yes q12_1_6_other V249 13617 No participation Social_participation Some participation V250 13617 No Yes q12_2_1_ward V251 13617 No Yes q12_2_2_street V252 13617 No Yes q12_2_3_cdf V253 13617 No Yes q12_2_4_idp V254 13617 No Yes q12_2_5_mayor V255 13617 No Yes q12_2_6_sgb V256 13617 No Yes q12_2_7_cpf V257 13617 No participation Political_participation Some participation V258 13617 Dont Know No Yes q12_3_protest 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 13617 No Yes q12_5_partic_protest 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 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 13062 No Yes q13_3_health_proxim V264 13062 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q13_4_health_satis V265 13617 Dont Know No Yes q13_5_medical_aid V266 13617 Excellent Good Poor Very Poor q13_6_health_status V267 13617 Always Hardly ever Never Some of the time q13_7_health_work V268 13617 Always Hardly ever Never Some of the time q13_8_health_soc V269 13617 A few days More than half the days Nearly every day Not at all q13_9_pleasure V270 13617 A few days More than half the days Nearly every day Not at all q13_10_depressed V271 13617 1 2 3 4 5 6 PHQ2_score V272 13617 High risk of depression Not at high risk of depression PHQ2_score_high V273 13617 No Yes q13_11_1_cancer V274 13617 No Yes q13_11_2_diabetes V275 13617 No Yes q13_11_3_asthma V276 13617 No Yes q13_11_4_pneumonia V277 13617 No Yes q13_11_5_heart V278 13617 No Yes q13_11_6_hypertension V279 13617 No Yes q13_11_7_hiv V280 13617 No Yes q13_11_8_tb V281 13617 No Yes q13_11_9_covid V282 13617 No Yes q13_12_1_avoid V283 13617 No Yes q13_12_2_transport V284 13617 No Yes q13_12_3_groceries V285 8672 No Yes q13_12_4_school V286 13617 No Yes q13_12_5_sanitiser V287 13617 No Not applicable Yes q13_13_1_job V288 13617 No Not applicable Yes q13_13_2_reduced V289 13617 No Yes q13_13_3_refuse V290 13617 No Not applicable Yes q13_13_4_business V291 13617 No Not applicable Yes q13_13_5_care V292 13617 No Yes q13_13_6_healthcare V293 13617 No Yes q13_13_7_eviction V294 13617 No Yes q13_14_srd_app V295 4291 No Yes q13_15_srd_rec V296 13617 No Yes q13_16_food_parcel 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 13617 Matric More No education Primary only Secondary incomplete Unspecified q14_1_education_recode 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 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 13617 No Yes q14_3_1_sight V302 13617 No Yes q14_3_2_hearing V303 13617 No Yes q14_3_3_speech V304 13617 No Yes q14_3_4_physical V305 13617 No Yes q14_3_5_intellectual V306 13617 No Yes q14_3_6_none V307 13617 Casual partner Divorced In a relationship but not married Married/common law marriage Other Single Widowed q14_4_rel_status 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 13617 1 2 3 4 5 6 7+ q14_5_people_recode V310 13617 1 10 11 12 14 16 2 3 4 5 6 7 8 9 q14_6_under18 V311 13617 1 2 3 4+ q14_6_under18_recode V312 13617 1 10 2 3 4 5 6 q14_7_60plus V313 13617 1 2 3 4+ q14_7_60plus_recode 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 13617 Afrikaans English IsiNdebele IsiXhosa IsiZulu Other Sepedi Sesotho Setswana SiSwati Sign language Tshivenda Xitsonga q14_9_language V316 13617 No Yes q14_10_social_grant V317 13617 No Yes q14_11_indigency V318 13617 No Yes sc_consent V319 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 V320 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 V321 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 V322 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 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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 2.607100938967136 2.61443661971831 2.645246478873239 2.646713615023474 2.731807511737089 2.740610328638498 2.746478873239437 2.771420187793427 2.780223004694836 2.811032863849765 2.866784037558686 2.881455399061033 2.897593896713615 2.906396713615024 2.912265258215962 2.937206572769953 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7.724471830985915 7.749413145539906 7.850645539906103 7.881455399061033 7.890258215962442 8.014964788732394 8.016431924882628 8.054577464788732 8.079518779342722 8.09419014084507 8.11913145539906 8.133802816901408 8.18075117370892 8.220363849765258 8.24530516431925 8.259976525821596 8.346537558685446 8.377347417840376 8.386150234741784 8.512323943661972 8.676643192488264 8.7162558685446 8.741197183098592 8.842429577464788 8.882042253521126 9.008215962441314 9.33832159624413 9.377934272300468 9.504107981220658 F3govsat V324 13617 V325 13617 .68406309892378 1.323897980244729 1.325372254164824 1.36812619784756 10 2.007961079168509 2.009435353088604 2.05218929677134 2.649270234409553 2.650744508329648 2.692024178092289 2.693498452012384 3.331859059413239 3.333333333333333 3.334807607253428 3.37608727701607 3.377561550936164 3.973168214654283 3.974642488574378 4.015922158337019 4.017396432257113 4.018870706177208 4.655757039657969 4.657231313578063 4.658705587498158 4.660179861418252 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8.875638841567291 8.998296422487222 9.052810902896081 9.090289608177171 9.349233390119251 9.471890971039182 9.52640545144804 F6safety V327 13617 10 2.049976862563628 2.124016658954188 2.535863026376678 3.290143452105506 4.173993521517816 4.585839888940305 4.659879685330865 5.340120314669134 5.414160111059694 5.826006478482184 6.709856547894494 7.464136973623322 7.875983341045812 7.950023137436371 F7partic V328 13617 V329 13617 V330 13617 V1 13617 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 13617 Apr 2021 Date_month Dec 2020 Feb 2021 Jan 2021 Mar 2021 May 2021 Nov 2020 Oct 2020 V4 13617 City of Ekurhuleni City of Johannesburg City of Tshwane District_municipality Sedibeng West Rand V5 13617 City of Ekurhuleni City of Johannesburg City of Tshwane Emfuleni Lesedi Merafong Midvaal Mogale City Rand West municipality_coded 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 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 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 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79800109 79800110 79800111 79800112 79800113 79800114 79800115 79800116 79800117 79800118 79800119 79800120 79800121 79800122 79800123 79800124 79800125 79800126 79800127 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 13617 V10 13617 1 10 11 2 3 4 5 6 7 8 9 adult_count V11 13617 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 13617 Afrikaans English IsiNdebele IsiXhosa IsiZulu Sepedi Sesotho Setswana SiSwati Tshivenda Xitsonga interview_lang V14 13617 Black African Coloured Indian/Asian Other White a1_pop_group V15 13617 Female Male a2_sex 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 13617 Formal Informal Other a3_dwelling_type_recode V18 13617 Dont Know No Yes q1_1_address V19 13617 1 10+ 2 3 4 5 6 7 8 9 q1_2c_rooms V20 2910 1 2 3 4 5 6 8 9+ q1_2d_households 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 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 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 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 12522 Dont know No meter Prepaid meter Standard meter (get a bill afterwards) q1_5_water_meter V26 13484 No Yes q1_6_borehole V27 13523 No Yes q1_7_rainwater V28 13617 Always Hardly Ever Never Sometimes Usually q1_8_water_clean 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 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 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 13617 No Yes q1_12_1_prepaid V33 4602 No Yes q1_12_2_postpaid V34 13617 No Yes q1_12_3_solar V35 13617 No Yes q1_12_4_generator V36 13617 No Yes q1_12_5_neighbour V37 13617 No Yes q1_12_6_car V38 13617 No Yes q1_12_7_elsewhere V39 976 No Yes q1_12_8_dont_know V40 770 No Yes q1_12_9_none V41 13617 Any_electricity No form of electricity Some form of electricity V42 12972 Has a metered connection Metered_connection Not a metered connection V43 12972 Generating some electricity Generating_electricity Not generating electricity V44 1177 For daily use Loadshedding or power cuts only q1_12a_elec_generation V45 829 Dont Know No Not applicable Yes q1_12b_elec_gen_plans V46 11466 Dont Know No Not applicable Yes q1_13_elec_loadshedding 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 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 886 Other (specify) Will start generating electricity for daily use Will start generating electricity for loadshedding or power cuts q1_13a_elec_plans V50 13617 Do not plan to generate some/more electricity Generate_own_electricity Plan to generate some/more electricity V51 13617 Do not plan to start generating most energy Plan to start generating most energy Planning_off_grid Unsure 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 13617 Coal Electricity Gas or LPG Other Paraffin Wood q1_15_cooking V54 13617 Candles Electricity Gas or LPG Other Paraffin Solar/renewable q1_16_lighting V55 13617 Dont Know No Yes q1_17_arrears 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 13617 No Yes q1_19_1_flood V58 13617 No Yes q1_19_2_tremor V59 13617 No Yes q1_19_3_fire V60 13617 No Yes q1_19_4_heat V61 13617 No Yes q1_19_5_wind V62 13617 No Yes q1_19_6_lightning V63 13617 No Yes q1_19_7_hail V64 13617 No Yes q1_19_8_tornado V65 13617 No Yes q1_19_9_sinkhole V66 8233 No Yes q1_20_damages V67 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_1_dwelling V68 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_2_water V69 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_3_sewarage V70 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_4_waste V71 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_5_energy V72 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_6_service_cost V73 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_7_billing_satis V74 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_8_roads V75 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_9_street_lights V76 13617 Dissatisfied Neither satisfied nor dissatisfied Not applicable Satisfied Very dissatisfied Very satisfied q2_10_schools V77 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_11_gov_initiatives V78 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q2_12_covid 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 13617 Born in Gauteng Born in another country Born in another province in South Africa q3_1_birth_prov_recode 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 6279 Country outside South Africa Eastern Cape Free State KwaZulu Natal Limpopo Mpumalanga North West Northern Cape Western Cape q3_3_prev_residence 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 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 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 9725 Another country Another province Somewhere else in Gauteng q3_6_previous_home 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 13617 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 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 13617 Another country Another neighbourhood in Gauteng Another province This neighbourhood q3_10_home V92 13617 No Yes q3_11_remittances V93 13617 Deterioration Improvement No Change q4_1_change 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 13617 Dont know Most people can be trusted You need to be very careful q4_3_community_trust V96 13617 Better off Same Worse off q4_4_status 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 264 No Yes q5_2_non_movement 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 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 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 13617 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 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 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 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 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 5854 Bit unsafe Fairly safe Neither safe nor unsafe Very safe Very unsafe q5_8_pub_transport_waiting V109 5854 Bit unsafe Fairly safe Neither safe nor unsafe Very safe Very unsafe q5_9_pub_transport_safety 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 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 13305 0-10 minutes 11-20 minutes 21-30 minutes 31-40 minutes More than 40 minutes q5_11_pub_transport_prox_recode 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 13584 No Yes q5_13_road_accident V115 13617 V116 13305 No Yes q5_14_1_work V117 13305 No Yes q5_14_2_relig V118 13305 No Yes q5_14_3_school V119 13305 No Yes q5_14_4_clinic V120 13305 No Yes q5_14_5_creche V121 13305 No Yes q5_14_6_spaza V122 13305 No Yes q5_14_7_mall V123 13305 No Yes q5_14_8_restaurant V124 13305 No Yes q5_14_9_friends V125 13305 No Yes q5_14_10_bank V126 13305 No Yes q5_14_11_internet V127 13305 No Yes q5_14_12_bar V128 13305 No Yes q5_14_13_park V129 13305 No Yes q5_14_14_library V130 13305 No Yes q5_14_15_sport V131 13305 No Yes q5_14_16_nowhere V132 13305 No Yes q5_14_17_other V133 13617 No Yes q6_1_internet V134 13617 No Yes q6_2_debt V135 4952 No Yes q6_2a_missed V136 13617 No Yes q6_3_1_landline V137 13617 No Yes q6_3_2_cell V138 13617 No Yes q6_3_3_tv V139 13617 No Yes q6_3_4_computer V140 13617 No Yes q6_3_5_radio V141 13617 No Yes q6_3_6_dstv V142 13617 No Yes q6_3_7_internet V143 13617 No Yes q6_3_8_car V144 13617 No Yes q6_3_9_bicycle V145 13617 No Yes q6_3_10_fridge V146 13617 No Yes q6_4_skip_meal V147 13617 No There are no children in this household Yes q6_5_feed_children V148 8672 No Yes q6_5a_feeding 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 13617 No Yes q6_6_1_beans V151 13617 No Yes q6_6_2_polony V152 13617 No Yes q6_6_3_iqfchick V153 13617 No Yes q6_6_4_eggs V154 13617 No Yes q6_6_5_tinfish V155 13617 No Yes q6_6_6_meat V156 13617 No Yes q6_6_7_offal V157 13617 No Yes q6_6_8_dairy V158 13617 No Yes q6_6_9_nuts V159 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q6_7_food_satis V160 13617 Dont know R0 - R500 R1 001 - R2 000 R2 001 - R4 000 R4 001 + R501 - R1 000 q6_8_food_exp V161 13617 No Yes q7_1_registered V162 10211 No Yes q7_2_voted 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 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q7_4_ng V165 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q7_5_pg V166 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q7_6_lg V167 13617 Dissatisfied Don’t know who my councillor is Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q7_7_councillor V168 13617 Local Government (Municipality) National Government None of them Provincial Government q7_8_level_gov V169 13617 Dont Know No Yes q7_9_batho_pele 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 13617 Distrust Dont know Neither trust nor distrust Strongly distrust Strongly trust Trust q7_11_gov_trust 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 13617 No Yes q7_13_bribe V174 1750 No Yes q7_14_recent_bribe V175 1103 No Yes q7_15_1_housing V176 1103 No Yes q7_15_2_basic V177 1103 No Yes q7_15_3_billing V178 1103 No Yes q7_15_4_school V179 1103 No Yes q7_15_5_health V180 1103 No Yes q7_15_6_emerg V181 1103 No Yes q7_15_7_homeaff V182 1103 No Yes q7_15_8_traffic V183 1103 No Yes q7_15_9_license V184 1103 No Yes q7_15_10_saps V185 1103 No Yes q7_15_11_courts V186 1103 No Yes q7_15_12_tender V187 1103 No Yes q7_15_14_work V188 1103 No Yes q7_15_13_other V189 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_1_environ_harm V190 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_2_violence_foreigners V191 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_3_influence V192 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_4_country V193 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_5_election V194 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_6_gov_work_well V195 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_7_decision_making V196 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_7a_spread V197 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_8_bw_trust V198 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_9_water_crisis V199 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_10_violence_lgbt V200 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_11_alienation V201 13617 First Person Second Person Third Person q8_12_foreigners V202 13617 Corrupt or incompetent government/politicians Drugs Lack of jobs Laziness Other (specify) Poor education South Africas history q8_13_poverty 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 13617 Always Do not know Not at all Often Sometimes q8_15_racial_discrim V205 13617 Dont know Easier Harder No change q8_15a_job_search V206 13617 Always acceptable Not acceptable Sometimes acceptable Usually acceptable q8_16_nepotism V207 13617 Always acceptable Not acceptable Sometimes acceptable Usually acceptable q8_17_speed_gov_service V208 13617 Always acceptable Not acceptable Sometimes acceptable Usually acceptable q8_18_small_offence V209 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_19_school_choice V210 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_20_free_univ V211 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_21_rich_poor V212 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_22_rural_areas V213 13617 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_23_belong V214 12406 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q8_24_gcr V215 13617 V216 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q9_1_money V217 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q9_2_time V218 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q9_3_family_time V219 13617 Dissatisfied Neither satisfied nor dissatisfied Not applicable Satisfied Very dissatisfied Very satisfied q9_4_marriage V220 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q9_5_friends V221 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q9_6_living V222 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q9_7_leisure V223 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q9_8_neighbourhood V224 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q9_9_life V225 13617 No Yes q10_1_business V226 13617 No Yes q10_2_working V227 8029 No Yes q10_3_new_job V228 7823 No Yes q10_4_unemployed 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 5795 No Yes q10_6_self_emp V231 5792 Formal Informal q10_7_sector V232 5795 Full time Part time q10_8_hours V233 5795 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q10_9_satis V234 13617 V235 13617 -1 1 2 3 4 5 6 7 8 9 Other Refusal q10_10_occupation_maj 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 13617 Got worse Improved Stayed the same q11_1_crime V238 13617 No Yes q11_2_crime_victim V239 13617 Bit unsafe Fairly safe Neither safe nor unsafe Very safe Very unsafe q11_3_daytime_safety V240 13617 Bit unsafe Fairly safe Neither safe nor unsafe Very safe Very unsafe q11_4_night_safety V241 13617 Bit unsafe Fairly safe Neither safe nor unsafe Very safe Very unsafe q11_5_home_safety V242 13617 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q11_6_gov_security V243 13617 No Yes q12_1_1_church V244 13617 No Yes q12_1_2_social V245 13617 No Yes q12_1_3_stokvel V246 13617 No Yes q12_1_4_community V247 13617 No Yes q12_1_5_political V248 13617 No Yes q12_1_6_other V249 13617 No participation Social_participation Some participation V250 13617 No Yes q12_2_1_ward V251 13617 No Yes q12_2_2_street V252 13617 No Yes q12_2_3_cdf V253 13617 No Yes q12_2_4_idp V254 13617 No Yes q12_2_5_mayor V255 13617 No Yes q12_2_6_sgb V256 13617 No Yes q12_2_7_cpf V257 13617 No participation Political_participation Some participation V258 13617 Dont Know No Yes q12_3_protest 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 13617 No Yes q12_5_partic_protest 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 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 13062 No Yes q13_3_health_proxim V264 13062 Dissatisfied Neither satisfied nor dissatisfied Satisfied Very dissatisfied Very satisfied q13_4_health_satis V265 13617 Dont Know No Yes q13_5_medical_aid V266 13617 Excellent Good Poor Very Poor q13_6_health_status V267 13617 Always Hardly ever Never Some of the time q13_7_health_work V268 13617 Always Hardly ever Never Some of the time q13_8_health_soc V269 13617 A few days More than half the days Nearly every day Not at all q13_9_pleasure V270 13617 A few days More than half the days Nearly every day Not at all q13_10_depressed V271 13617 1 2 3 4 5 6 PHQ2_score V272 13617 High risk of depression Not at high risk of depression PHQ2_score_high V273 13617 No Yes q13_11_1_cancer V274 13617 No Yes q13_11_2_diabetes V275 13617 No Yes q13_11_3_asthma V276 13617 No Yes q13_11_4_pneumonia V277 13617 No Yes q13_11_5_heart V278 13617 No Yes q13_11_6_hypertension V279 13617 No Yes q13_11_7_hiv V280 13617 No Yes q13_11_8_tb V281 13617 No Yes q13_11_9_covid V282 13617 No Yes q13_12_1_avoid V283 13617 No Yes q13_12_2_transport V284 13617 No Yes q13_12_3_groceries V285 8672 No Yes q13_12_4_school V286 13617 No Yes q13_12_5_sanitiser V287 13617 No Not applicable Yes q13_13_1_job V288 13617 No Not applicable Yes q13_13_2_reduced V289 13617 No Yes q13_13_3_refuse V290 13617 No Not applicable Yes q13_13_4_business V291 13617 No Not applicable Yes q13_13_5_care V292 13617 No Yes q13_13_6_healthcare V293 13617 No Yes q13_13_7_eviction V294 13617 No Yes q13_14_srd_app V295 4291 No Yes q13_15_srd_rec V296 13617 No Yes q13_16_food_parcel 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 13617 Matric More No education Primary only Secondary incomplete Unspecified q14_1_education_recode 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 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 13617 No Yes q14_3_1_sight V302 13617 No Yes q14_3_2_hearing V303 13617 No Yes q14_3_3_speech V304 13617 No Yes q14_3_4_physical V305 13617 No Yes q14_3_5_intellectual V306 13617 No Yes q14_3_6_none V307 13617 Casual partner Divorced In a relationship but not married Married/common law marriage Other Single Widowed q14_4_rel_status 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 13617 1 2 3 4 5 6 7+ q14_5_people_recode V310 13617 1 10 11 12 14 16 2 3 4 5 6 7 8 9 q14_6_under18 V311 13617 1 2 3 4+ q14_6_under18_recode V312 13617 1 10 2 3 4 5 6 q14_7_60plus V313 13617 1 2 3 4+ q14_7_60plus_recode 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 13617 Afrikaans English IsiNdebele IsiXhosa IsiZulu Other Sepedi Sesotho Setswana SiSwati Sign language Tshivenda Xitsonga q14_9_language V316 13617 No Yes q14_10_social_grant V317 13617 No Yes q14_11_indigency V318 13617 No Yes sc_consent V319 11767 Female Gender diverse Male Prefer not to answer q15_1_gender V320 11767 Female Gender diverse Male Prefer not to answer q15_2_attraction 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 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 11767 No Prefer not to answer Yes q15_4_beaten_home V324 11767 No Prefer not to answer Yes q15_5_beaten_school V325 11767 No Prefer not to answer Yes q15_6_touch_genitals V326 11767 No Prefer not to answer Yes q15_7_forced_sex V327 11767 No Prefer not to answer Yes q15_8_hit 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 921 No Yes q15_9_1_partner V330 921 No Yes q15_9_2_family V331 921 No Yes q15_9_3_community V332 921 No Yes q15_9_4_stranger V333 921 No Yes q15_9_5_other V334 921 No Yes q15_9_6_no_answer V335 246 1 2-3 4+ Prefer not to answer q15_10_times_hit V336 11767 No Prefer not to answer Yes q15_11_kicked 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 583 No Yes q15_12_1_partner V339 583 No Yes q15_12_2_family V340 583 No Yes q15_12_3_community V341 583 No Yes q15_12_4_stranger V342 583 No Yes q15_12_5_other V343 583 No Yes q15_12_6_no_answer V344 168 1 2-3 4+ Prefer not to answer q15_13_times_kicked V345 11767 No Prefer not to answer Yes q15_14_weapon 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 1089 No Yes q15_15_1_partner V348 1089 No Yes q15_15_2_family V349 1089 No Yes q15_15_3_community V350 1089 No Yes q15_15_4_stranger V351 1089 No Yes q15_15_5_other V352 1089 No Yes q15_15_6_no_answer V353 11767 No Prefer not to answer Yes q15_16_forced V354 13617 -1 1 2 2 1 3 4 5 6 6 1 q15_17_who_forced V355 185 No Yes q15_17_1_partner V356 185 No Yes q15_17_2_family V357 185 No Yes q15_17_3_community V358 185 No Yes q15_17_4_stranger V359 185 No Yes q15_17_5_other V360 185 No Yes q15_17_6_no_answer V361 83 1 2-3 4+ Prefer not to answer q15_18_times_forced V362 11767 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q15_19_report_harm V363 11767 Agree Disagree Neither agree nor disagree Strongly agree Strongly disagree q15_20_leave_bad_rel V364 13617 1.396980650648522 1.435254093132043 1.686157771635127 1.701041888156496 1.758452051881777 10 2.022113544546034 2.832234743780565 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