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<strong>Informal</strong> Settlements -<br />

<strong>Mpumalanga</strong><br />

June 2011<br />

Copyright © 2010 Eighty20<br />

This presentation is incomplete without the accompanying oral commentary


2<br />

Agenda<br />

Data Sources<br />

Number and Size of <strong>Informal</strong> Settlements<br />

Profiling <strong>Informal</strong> Settlements


3<br />

Data sources<br />

Census 2001<br />

Household <strong>data</strong><br />

Community Survey: Survey of<br />

246,618 households<br />

General Household Survey (Persons<br />

<strong>data</strong>base): Survey of 94,263 people<br />

General Household Survey<br />

(Households <strong>data</strong>base): Survey of<br />

25,303 households<br />

Income and Expenditure Survey<br />

2005/6: Survey of 21,144 households<br />

Settlement <strong>data</strong>: National<br />

Dwelling Frame <strong>data</strong>: Stats SA<br />

<strong>Informal</strong> Settlements Atlas: NDHS<br />

LaPsis: HDA<br />

Eskom Spot Building Count<br />

Settlement <strong>data</strong>: Provincial and<br />

Municipal<br />

KZN<br />

North West<br />

City of Cape Town<br />

City of Johannesburg<br />

Ekurhuleni<br />

eThekwini


4<br />

Household <strong>data</strong> is generated by the Census and by surveys<br />

Definition of an<br />

informal<br />

settlement<br />

• An unplanned settlement on land which has not been surveyed or proclaimed as<br />

residential, consisting mainly of informal dwellings (shacks)<br />

• <strong>Informal</strong> dwelling: A makeshift structure not erected according to approved architectural<br />

plans<br />

Data coverage<br />

• Data spans all of South Africa<br />

• Census 2001, and surveys (Community Survey 2007, IES 2005/6, 2002-2009 GHS)<br />

• Data available: Demographics, services, income, expenditure, assets, dwelling, tenure,<br />

etc.<br />

Methodology<br />

• Census 2001<br />

‣ Country divided up into Enumeration Areas consisting of a number of dwellings. EAs<br />

are classified as (inter alia) urban informal and urban formal<br />

• GHS<br />

‣ The sample frame is based on Census 2001 EA level <strong>data</strong><br />

‣ This has been augmented throughout the past decade through additional listings,<br />

including work done for the Community Survey in 2007<br />

‣ There are continuous changes across Primary Sampling Units (PSUs)<br />

‣ Three different sample designs were used over the years: 2002-2004, 2005-2007,<br />

2008-present<br />

‣ Sample may contain a bias toward older, more established <strong>settlements</strong> if the sample<br />

design does not explicitly incorporate newer informal <strong>settlements</strong>


Issue 1: Finding a proxy indicator in surveys<br />

Census <strong>data</strong> contains two candidate indicators to identify<br />

households who live in informal <strong>settlements</strong>. Later surveys<br />

do not provide EA level characterisations. A proxy indicator<br />

based on the dwelling type is therefore used<br />

5<br />

Definition of<br />

informal<br />

settlement:<br />

“An unplanned<br />

settlement on land<br />

which has not<br />

been surveyed or<br />

proclaimed as<br />

residential,<br />

consisting mainly<br />

of informal<br />

dwellings (shacks)<br />

EA: <strong>Informal</strong><br />

Settlement<br />

60 541<br />

(8% of MP<br />

households)<br />

Main dwelling:<br />

<strong>Informal</strong><br />

dwelling/ shack<br />

not in backyard<br />

92 496<br />

(12% of MP<br />

households)<br />

Definition of<br />

informal dwelling:<br />

“A makeshift<br />

structure not<br />

erected according to<br />

approved<br />

architectural plans”<br />

Source: Census 2001


Issue 1: Finding a proxy indicator in surveys<br />

Census <strong>data</strong> contains two candidate indicators to identify<br />

households who live in informal <strong>settlements</strong>. Later surveys<br />

do not provide EA level characterisations. A proxy indicator<br />

based on the dwelling type is therefore used<br />

6<br />

Total households who live in an informal<br />

settlement OR in a shack not in a backyard:<br />

115 713<br />

Definition of informal<br />

settlement:<br />

“An unplanned settlement<br />

on land which has not been<br />

surveyed or proclaimed as<br />

residential, consisting mainly<br />

of informal dwellings<br />

(shacks)<br />

EA: <strong>Informal</strong><br />

Settlement<br />

60 541<br />

(8% of MP<br />

households)<br />

37 323<br />

(5% of MP<br />

households)<br />

Main dwelling:<br />

<strong>Informal</strong><br />

dwelling/ shack<br />

not in backyard<br />

92 496<br />

(12% of MP<br />

households)<br />

Definition of informal<br />

dwelling:<br />

“A makeshift structure<br />

not erected according to<br />

approved architectural<br />

plans”<br />

62% of households who live in EAs classified as<br />

<strong>Informal</strong> Settlements, live in shacks not in<br />

backyards<br />

40% of households who live in shacks not in<br />

backyards, live in EAs classified as <strong>Informal</strong><br />

Settlements<br />

Source: Census 2001


Source: Census 2001<br />

Note: Formal dwelling includes flat in a block of flats, dwelling on a separate stand, backyard dwelling, room/flatlet, and town/cluster/semidetached<br />

house<br />

Issue 1: Finding a proxy indicator in surveys<br />

40% of households in <strong>Mpumalanga</strong> who live in shacks not in<br />

backyards, live in EAs classified as <strong>Informal</strong> Settlements.<br />

62% of households in <strong>Mpumalanga</strong> who live in <strong>Informal</strong><br />

Settlement EAs, live in shacks not in backyards<br />

7<br />

EA breakdown for shacks not in<br />

backyards<br />

(<strong>Mpumalanga</strong>)<br />

<strong>Housing</strong> type breakdown for <strong>Informal</strong><br />

Settlement EAs<br />

(<strong>Mpumalanga</strong>)<br />

<strong>Informal</strong><br />

Settlement,<br />

40%<br />

Urban<br />

Settlement,<br />

28%<br />

Tribal<br />

Settlement,<br />

19%<br />

Farm, 7%<br />

Shack not in<br />

backyard,<br />

62%<br />

Formal<br />

dwelling,<br />

18%<br />

Traditional<br />

dwelling,<br />

13%<br />

Other areas,<br />

6%<br />

Other, 2%<br />

Shack in<br />

backyard,<br />

5%


Issue 2: Sample sizes<br />

Sample sizes across <strong>data</strong> sources differ. In some cases these<br />

limit the extent to which <strong>data</strong> can be interrogated. While<br />

there is updated GHS <strong>data</strong> from 2009, the Community Survey<br />

is the ‘preferred’ <strong>data</strong> source given its sample size<br />

8<br />

Census 2001 Community Survey 2007<br />

Income and Expenditure<br />

Survey 2005/6<br />

General Household Survey<br />

2009<br />

Total number<br />

of households<br />

Total number<br />

of households<br />

living in shacks<br />

not in a<br />

backyard<br />

Households<br />

living in<br />

informal<br />

settlement EAs<br />

Total survey<br />

sample size<br />

Sample size for<br />

households<br />

living in shacks<br />

not in a<br />

backyard<br />

Total survey<br />

sample size<br />

Sample size for<br />

households<br />

living in shacks<br />

not in a<br />

backyard<br />

Total survey<br />

sample size<br />

Sample size for<br />

households<br />

living in shacks<br />

not in a<br />

backyard<br />

<strong>Mpumalanga</strong> 783 517 92 496 60 541 16 896 1 652 1 687 203 2 430 155<br />

Source: Census 2001 (10% sample), Community Survey 2007, IES 2005/6, GHS 2009; Household <strong>data</strong>bases


9<br />

Other issues to look out for when using survey <strong>data</strong><br />

Sampling bias<br />

• Survey samples are drawn from a master table based on Census 2001 which was updated<br />

for the 2007 Community Survey<br />

• If Stats SA does not know about a settlement (or if the sampling frame has not been<br />

updated) the settlement will not be surveyed<br />

Response bias<br />

• There may be some incentive for households to respond in certain ways to certain<br />

questions. For instance, this may happen if the household believes there is a „right‟<br />

answer or if they think the <strong>data</strong> will be used for a particular purpose<br />

Interpretation of<br />

responses<br />

• The surveys are not designed with informal <strong>settlements</strong> in mind. This makes some <strong>data</strong><br />

difficult to interpret


10<br />

Dwelling Frame Count for Census 2011: Stats SA<br />

Dwelling frame<br />

overview<br />

• The Dwelling Frame is a register of the spatial location of dwelling units and other<br />

structures. It is used to demarcate Enumeration Areas (EAs) for the 2011 Census<br />

• An EA is the smallest piece of land into which the country is divided for enumeration, of a<br />

size suitable for one fieldworker in an allocated period of time<br />

• EAs typically contain between 100 and 250 households. The acceptable range in dwelling<br />

unit count per <strong>Informal</strong> Residential EA is 151-185 (Ideal: 168) with no geographic size<br />

constraint<br />

• The Dwelling Frame has been collated since 2005 and is around 70% complete<br />

Data coverage<br />

• There are 71 sub-places in <strong>Mpumalanga</strong> with at least one EA classified as “<strong>Informal</strong><br />

Residential”, totalling 277 EAs and covering a total area of 81.21 square kilometres<br />

• There are Dwelling Frame estimates for 42 (59%) of these “<strong>Informal</strong> Residential” EAs,<br />

totalling 13,840 Dwelling Frames<br />

Comments<br />

• A dwelling frame is not the same as a dwelling or a household<br />

• The <strong>data</strong>set contains coordinates for all sub-places where there is at least one informal<br />

residential EA


11<br />

2009/2010 <strong>Informal</strong> Settlements Atlas: NDHS<br />

Definition of<br />

informal<br />

settlement<br />

• The 2009 National <strong>Housing</strong> Code‟s <strong>Informal</strong> Settlement Upgrading Programme identifies<br />

informal <strong>settlements</strong> on the basis of the following characteristics:<br />

‣ Illegality and informality;<br />

‣ Inappropriate locations;<br />

‣ Restricted public and private sector investment;<br />

‣ Poverty and vulnerability; and<br />

‣ Social stress<br />

Data coverage<br />

• 227 informal settlement polygons in <strong>Mpumalanga</strong><br />

Methodology<br />

• Combination of aerial photography, satellite imagery and discussions with municipalities<br />

to identify informal settlement polygons<br />

• Images are from different years up to 2006<br />

• Data gathering methods vary depending on area (complete <strong>data</strong> from municipality,<br />

and/or identification from imagery and manual verification)<br />

• Assisted by AfriGIS<br />

Comments<br />

• Given that some of the imagery is a number of years old, the status of informal<br />

<strong>settlements</strong> may not be accurately reflected<br />

• A critical requirement of the Atlas project is that settlement level <strong>data</strong> is regularly<br />

maintained and updated


12<br />

LaPsis: HDA<br />

Definition of<br />

informal<br />

settlement<br />

• The 2009 National <strong>Housing</strong> Code‟s <strong>Informal</strong> Settlement Upgrading Programme identifies<br />

informal <strong>settlements</strong> on the basis of the following characteristics:<br />

‣ Illegality and informality;<br />

‣ Inappropriate locations;<br />

‣ Restricted public and private sector investment;<br />

‣ Poverty and vulnerability; and<br />

‣ Social stress<br />

Data coverage<br />

• 246 informal <strong>settlements</strong> in <strong>Mpumalanga</strong><br />

• System includes cadastre, ownership, title documents and deeds, administrative<br />

boundaries, access to services (toilets, water, electricity) and points of interest (schools,<br />

transport)<br />

• None of the informal <strong>settlements</strong> have a household/shack count<br />

Methodology<br />

• Data supplied by the provinces<br />

• The <strong>data</strong> was collected in 2009<br />

• LaPsis will be updated after further work on the informal <strong>settlements</strong> layer by the HDA in<br />

2011


13<br />

Spot Building Count: Eskom<br />

Definition of<br />

informal<br />

settlement<br />

• Where <strong>settlements</strong> are too dense to determine the number of structures given the<br />

resolution of the satellite imagery the area is categorised as a „Dense <strong>Informal</strong>‟ area.<br />

These areas are often informal <strong>settlements</strong> although Eskom does not have a specific<br />

definition in that regard<br />

• Areas are demarcated as a polygon<br />

Data coverage<br />

• 75 Dense <strong>Informal</strong> polygons in <strong>Mpumalanga</strong>, covering a total area of 7.8 square<br />

kilometres<br />

• No dwelling count is provided<br />

Methodology<br />

• Based on satellite imagery


14<br />

Community-based enumeration: CORC<br />

Overview of<br />

CORC<br />

• CORC is an NGO that operates in all provinces across the country<br />

• It aims to provide support to “networks of communities to mobilise themselves around<br />

their own resources and capacities”<br />

• It profiles <strong>settlements</strong> in order to provide a fact base to enable communities to develop a<br />

strategy and negotiate with the State with regard to service provision and upgrading<br />

Methodology<br />

• Surveys have been conducted in areas across the country by community members in<br />

these <strong>settlements</strong><br />

• Community members are trained by CORC and are provided with a basic stipend to<br />

enable them to do their work<br />

• Improvements are made to questionnaires using community consultation and<br />

professional verification


15<br />

Agenda<br />

Data Sources<br />

Number and Size of <strong>Informal</strong> Settlements<br />

Profiling <strong>Informal</strong> Settlements


16<br />

Census <strong>data</strong> at a municipal level is summarised below for<br />

municipalities with households in informal settlement EAs<br />

Households living in <strong>Informal</strong> Settlement EAs: <strong>Mpumalanga</strong><br />

Municipality<br />

Number of HH in <strong>Informal</strong> Settlement EA<br />

% of HH in municipality/province that<br />

live in <strong>Informal</strong> Settlement EAs<br />

Bohlabela (now eliminated) 0 0%<br />

Ehlanzeni 9 317 3.9%<br />

Gert Sibande (formerly Govan Mbeki) 31 924 14.4%<br />

Nkangala 18 874 7.3%<br />

OTHER* 425 -<br />

<strong>Mpumalanga</strong> 60 541 7.7%<br />

Source: Census 2001<br />

Note: NUSP estimate reported by the KZN Department of Human Settlements<br />

Note: The 12 th amendment to the Constitution in December 2005 reduced the number of districts from 53 to 52 (Bohlabela was eliminated),<br />

and also eliminated cross-border districts (each district is now completely contained within a province). With regards to <strong>Mpumalanga</strong>,<br />

Sekhukune Cross Boundary was in 2001 also in Limpopo province, and Metsweding was also in Gauteng province; now neither is in<br />

<strong>Mpumalanga</strong>. The households in these two districts are included in „OTHER‟ above.


Number of households (000s)<br />

17<br />

Estimates of the number of households who live in shacks<br />

not in backyards vary, sometimes quite significantly<br />

1 000 300<br />

900<br />

250<br />

800<br />

783<br />

940<br />

3%<br />

1 000 300<br />

900<br />

250<br />

800<br />

768<br />

Households by dwelling type<br />

(<strong>Mpumalanga</strong>)<br />

795<br />

769<br />

808<br />

877<br />

909<br />

943<br />

978<br />

4%<br />

1 000 300<br />

900<br />

250<br />

800<br />

880<br />

200<br />

200<br />

200<br />

150<br />

150<br />

150<br />

100<br />

100<br />

100<br />

50 93 50<br />

50<br />

86<br />

89<br />

100<br />

-1%<br />

75<br />

72<br />

56<br />

60<br />

70 64 -5%<br />

0<br />

12% 9%<br />

0<br />

12% 9% 7% 12% 7% 8% 7% 7%<br />

0<br />

12%<br />

Census CS 2007<br />

GHS GHS GHS GHS GHS GHS GHS GHS<br />

IES 2005/6<br />

2001<br />

2002 2003 2004 2005 2006 2007 2008 2009<br />

2001: Number of<br />

households in <strong>Informal</strong><br />

Settlement EAs:<br />

60 541 (8%)<br />

HH lives in shack not in backyard<br />

Total households<br />

Source: Census 2001 (full <strong>data</strong>base), Community Survey 2007, IES 2005/6, GHS 2002 – 2009 (reweighted)<br />

Note: Dashed line indicates new sample designs for GHS (2002-2004, 2005-2007, 2008-2009)


Number of households (000s)<br />

Number of households (000s)<br />

Thousands<br />

18<br />

Nkangala has the largest proportion of households that live<br />

in a shack not in a backyard compared to other district<br />

municipalities in <strong>Mpumalanga</strong><br />

Number of households that live in shacks<br />

(<strong>Mpumalanga</strong>)<br />

Shack not in backyard<br />

Shack in backyard<br />

60<br />

18%<br />

10<br />

9<br />

5%<br />

50<br />

51<br />

17%<br />

16%<br />

14%<br />

9<br />

8<br />

4%<br />

8<br />

4%<br />

4%<br />

40<br />

30<br />

20<br />

10%<br />

25<br />

12%<br />

10%<br />

8%<br />

6%<br />

% of households<br />

7<br />

6<br />

5<br />

4<br />

3<br />

3%<br />

6<br />

2%<br />

3%<br />

3%<br />

2%<br />

2%<br />

% of households<br />

10<br />

10<br />

3%<br />

4%<br />

2%<br />

2<br />

1<br />

1%<br />

1%<br />

0<br />

Nkangala Gert Sibande Ehlanzeni<br />

0%<br />

0<br />

Gert Sibande Nkangala Ehlanzeni<br />

0%<br />

Source: Community Survey 2007 HH


19<br />

The number of households in a shack not in a backyard in<br />

Nkangala had the highest CAGR (6%)<br />

Compound annual growth (2001 - 2007)<br />

(Household lives in a shack not in a backyard, household lives in a shack in a backyard, <strong>Mpumalanga</strong>)<br />

Nkangala<br />

8 124<br />

0%<br />

Ehlanzeni<br />

10 447<br />

-7%<br />

Gert Sibande<br />

25 133<br />

-6%<br />

Ehlanzeni<br />

5 989<br />

0%<br />

Gert Sibande<br />

9 444<br />

2%<br />

Nkangala<br />

50 681<br />

6%<br />

-8%<br />

-6%<br />

-4%<br />

Source: Census 2001 (10% sample) and Community Survey 2007<br />

Note: 2005 provincial borders have been used<br />

* Sample size is less than 40<br />

-2% 0%<br />

2%<br />

HH lives in shack not in backyard<br />

4% 6%<br />

HH lives in backyard shack


Number of households (000s)<br />

20<br />

The proportion of households in <strong>Mpumalanga</strong> that live in<br />

shacks not in backyards has slightly decreased from 12% to<br />

9%<br />

Type of main dwelling<br />

(<strong>Mpumalanga</strong>, Thousands)<br />

CAGR<br />

1 000<br />

940<br />

3.1%<br />

900<br />

800<br />

700<br />

783<br />

95 (12%)<br />

13 (2%)<br />

66 (7%)<br />

51 (5%)<br />

86 (9%)<br />

13 (1%)<br />

13 (1%)<br />

24 (3%)<br />

-5.8%<br />

0.1%<br />

Traditional dwelling<br />

Flat in a block of flats<br />

600<br />

60 (8%)<br />

17 (2%)<br />

24 (3%)<br />

-4.0%<br />

House/flat/room, in backyard<br />

500<br />

93 (12%)<br />

-2.7%<br />

Other<br />

400<br />

300<br />

687 (73%)<br />

-0.6%<br />

<strong>Informal</strong> dwelling/shack, in<br />

backyard<br />

200<br />

100<br />

0<br />

480 (61%)<br />

Census 2001 Community Survey 2007<br />

-1.2%<br />

6.1%<br />

<strong>Informal</strong> dwelling/shack, NOT<br />

in backyard, e.g. in an<br />

informal/squatter settlement<br />

House on a separate stand or<br />

town/cluster/semi-detached<br />

house<br />

Source: Census 2001 (full <strong>data</strong>base), Community Survey 2007; Household <strong>data</strong>bases<br />

Note: Other includes room/flatlet on a shared property, caravan/tent, private ship/boat, collective living quarters, other


21<br />

Estimating the number of informal <strong>settlements</strong> and the<br />

number of households living in informal <strong>settlements</strong><br />

Bohlabela (now<br />

eliminated)<br />

LaPsis:<br />

<strong>Informal</strong><br />

<strong>settlements</strong><br />

Number of informal <strong>settlements</strong><br />

Atlas:<br />

<strong>Informal</strong><br />

settlement<br />

polygons<br />

StatsSA: Sub<br />

Places with<br />

at least one<br />

EA classified<br />

as “<strong>Informal</strong><br />

Residential”<br />

Eskom:<br />

Polygons<br />

classified<br />

as “Dense<br />

<strong>Informal</strong>”<br />

Number of households in<br />

informal <strong>settlements</strong><br />

Census<br />

CS 2007:<br />

Census<br />

2001: HH in<br />

HH in<br />

2001: HH in<br />

informal<br />

shacks not<br />

shacks not<br />

settlement<br />

in<br />

in backyards<br />

EA<br />

backyards<br />

- - 0 0<br />

Ehlanzeni 82 75 9 317 15 963 10 447<br />

Gert Sibande<br />

(formerly Govan<br />

Mbeki)<br />

109 105 31 924 37 389 25 133<br />

Nkangala 55 47 18 874 35 297 50 681<br />

OTHER - - 425 3 846<br />

<strong>Mpumalanga</strong> 246 227 71 75 60 541 92 496 86 261<br />

* Households in informal <strong>settlements</strong> to be upgraded between 2010/11 and<br />

2013/14 (Outcome 8): 26 480 in <strong>Mpumalanga</strong>


22<br />

Agenda<br />

Data Sources<br />

Number and Size of <strong>Informal</strong> Settlements<br />

Profiling <strong>Informal</strong> Settlements


23<br />

Agenda<br />

Basic living conditions and access to services<br />

Profile of households and families<br />

Income, expenditure and well-being<br />

Age of dwellings and permanence<br />

<strong>Housing</strong> waiting lists<br />

Health and vulnerability<br />

Education


The percentage of households in shacks not in backyards with<br />

no toilet facilities decreased in 2007 from 2001, and the<br />

percentage of households receiving piped water in their<br />

dwelling increased<br />

24<br />

Toilet facility<br />

(HH lives in an informal dwelling / shack not in backyard,<br />

<strong>Mpumalanga</strong>)<br />

Source of drinking water<br />

(HH lives in an informal dwelling / shack not in backyard,<br />

<strong>Mpumalanga</strong>)<br />

100%<br />

80%<br />

20%<br />

3%<br />

12%<br />

6%<br />

3%<br />

100%<br />

80%<br />

4%<br />

16%<br />

14%<br />

8%<br />

60%<br />

12%<br />

19%<br />

23%<br />

60%<br />

30%<br />

42%<br />

40%<br />

40%<br />

20%<br />

46%<br />

56%<br />

20%<br />

51%<br />

35%<br />

0%<br />

Census 2001<br />

Community Survey<br />

2007<br />

Pit latrine Flush Bucket latrine Other* None<br />

0%<br />

Census 2001<br />

Piped water on community stand<br />

Other**<br />

Source: Census 2001 and Community Survey 2007 HH<br />

* Other toilet- includes Chemical toilet and Dry toilet facility<br />

** Other water source- incudes Borehole, Flowing water, Stagnant water, Well, Spring and Other<br />

Community Survey<br />

2007<br />

Piped water in yard<br />

Piped water in dwelling


25<br />

Access to electricity used for lighting increased from 2001 to<br />

2007, weekly refuse removal by a local authority or private<br />

company decreased slightly<br />

Energy used for lighting<br />

(HH lives in an informal dwelling / shack not in backyard,<br />

<strong>Mpumalanga</strong>)<br />

100%<br />

80%<br />

60%<br />

1% 1%<br />

8% 9%<br />

36%<br />

45%<br />

Refuse collection<br />

(HH lives in an informal dwelling / shack not in backyard,<br />

<strong>Mpumalanga</strong>)<br />

100%<br />

80%<br />

60%<br />

1% 1%<br />

4% 2%<br />

8%<br />

12%<br />

38%<br />

37%<br />

40%<br />

40%<br />

20%<br />

55%<br />

45%<br />

20%<br />

45% 53%<br />

0%<br />

Census 2001<br />

Community Survey<br />

2007<br />

Candles Electricity Paraffin Other*<br />

Source: Census 2001 and Community Survey 2007 HH<br />

* Other includes Gas, Solar and Other<br />

** In the Community Survey these include refuse removed by private company<br />

0%<br />

Census 2001 Community Survey<br />

2007<br />

Removed by local authority less often<br />

Communal refuse dump<br />

No rubbish disposal<br />

Removed by local authority at least once a week<br />

Own refuse dump


26<br />

73% of households living in shacks not in backyards in<br />

<strong>Mpumalanga</strong> receive at least one service<br />

Access to services<br />

(HH lives in an informal dwelling / shack not in backyard, <strong>Mpumalanga</strong>)<br />

Piped water in dwelling or yard<br />

57%<br />

Use electricity for lighting<br />

44%<br />

Refuse collected by municipality<br />

37%<br />

Have a flush toilet<br />

23%<br />

Have at least one of the above<br />

73%<br />

Have all of the above<br />

15%<br />

Source: CS 2007HH


27<br />

73% of households living in shacks not in backyards in<br />

<strong>Mpumalanga</strong> receive at least one service<br />

Access to services: <strong>Mpumalanga</strong><br />

(HH lives in an informal dwelling / shack not in backyard)<br />

Refuse collected by<br />

municipality<br />

Piped/tap water in<br />

dwelling or yard<br />

Use electricity for<br />

lighting<br />

Flush toilet<br />

South Africa 51% 38% 42% 22%<br />

<strong>Mpumalanga</strong> 37% 57% 45% 23%<br />

Source: Community Survey 2007<br />

Note: Green: 50%+, Yellow: 25%-49%, Red:


28<br />

According to the 2007 Community Survey, 40% of<br />

households in shacks not in backyards in <strong>Mpumalanga</strong> have a<br />

television. 73% have at least one cell phone in the household<br />

Assets in household<br />

(HH lives in an informal dwelling / shack not in backyard; <strong>Mpumalanga</strong>)<br />

Landline telephone<br />

1% *<br />

Computer<br />

2% *<br />

Refrigerator<br />

33%<br />

Television<br />

40%<br />

Radio<br />

70%<br />

Cell phone<br />

73%<br />

Source: Community Survey 2007 HH<br />

Note*: Small sample sizes, less than 40 observations


29<br />

Agenda<br />

Basic living conditions and access to services<br />

Profile of households and families<br />

Income, expenditure and well-being<br />

Age of dwellings and permanence<br />

<strong>Housing</strong> waiting lists<br />

Health and vulnerability<br />

Education


30<br />

Household heads in shacks not in backyards are younger<br />

than those in formal dwellings<br />

Demographics of household head<br />

(Lives in an informal dwelling / shack not in backyard versus those living in a formal dwelling, <strong>Mpumalanga</strong>)<br />

Gender<br />

Age group<br />

100%<br />

80%<br />

48%<br />

52%<br />

100%<br />

80%<br />

3%<br />

8%<br />

14%<br />

2%<br />

5%<br />

5%<br />

8%<br />

12%<br />

60%<br />

60%<br />

20% 15%<br />

40%<br />

40%<br />

20%<br />

52%<br />

48%<br />

20%<br />

51% 55%<br />

0%<br />

Shack not in backyard<br />

Formal dwelling<br />

0%<br />

Shack not in backyard<br />

Formal dwelling<br />

Source: CS 2007<br />

Male<br />

Female<br />


Source: CS 2007 Persons <strong>data</strong>base<br />

31<br />

114 000 people (39%) living in a shack not in a backyard in<br />

<strong>Mpumalanga</strong> aged 17 or below<br />

Children aged 17 or below living in shacks not in backyards<br />

(Live in an informal dwelling / shack not in backyard, <strong>Mpumalanga</strong>)<br />

31 182<br />

27%<br />

44 558<br />

39%<br />

21 398<br />

19%<br />

16 435<br />

15%<br />

Total children aged 17 or below: 113 573<br />


In 2007, 25% of households living in shacks not in backyards<br />

in <strong>Mpumalanga</strong> were single person households; this is up<br />

from 22% in 2001. In 2007, 13% of households that live in a<br />

shack not in a backyard in <strong>Mpumalanga</strong> live in crowded<br />

conditions<br />

32<br />

Size of household and over crowding<br />

(HH lives in informal dwelling / shack not in backyard, <strong>Mpumalanga</strong>)<br />

Total number of rooms Household size Over crowding*<br />

54%<br />

36%<br />

23%<br />

25%<br />

87% 13%<br />

23%<br />

38%<br />

1 2-3 4+<br />

1 2-3 4+<br />

Average HH size<br />

HH lives in shack not in backyard: 3.2<br />

HH lives in formal dwelling: 4.1<br />

All <strong>Mpumalanga</strong> HH: 3.9<br />

Source: CS 2007 Households<br />

* A household is considered over-crowded if there are more than two people per room<br />

Note: 22% of South African households living in shacks not in backyards live in over-crowded conditions<br />

No<br />

Yes


33<br />

Average household size<br />

Average household size<br />

Shack not in backyard<br />

Formal dwelling<br />

2001 2007 2001 2007<br />

South Africa 3.2 3.2 3.8 3.8<br />

<strong>Mpumalanga</strong> 3.5 3.2 4.1 4.1<br />

Source: Census 2001, Community Survey 2007


34<br />

Agenda<br />

Basic living conditions and access to services<br />

Profile of households and families<br />

Income, expenditure and well-being<br />

Age of dwellings and permanence<br />

<strong>Housing</strong> waiting lists<br />

Health and vulnerability<br />

Education


According to the IES, 79% of households in shacks not in<br />

backyards in <strong>Mpumalanga</strong> earned less than R3,500 in 2006<br />

(2006 Rands). Inflating the numbers to 2010 Rands (and<br />

assuming no real shift in income) 74% of households earn<br />

less than R3,500 per month<br />

Household monthly income<br />

(HH lives in an informal dwelling / shack not in backyard; <strong>Mpumalanga</strong>)<br />

35<br />

Income in 2006 Rands<br />

Income in 2010 Rands<br />

The proportion<br />

that have R3 500+<br />

is higher than the<br />

whole country<br />

20%<br />

30%<br />

26%<br />

20% *<br />

22%<br />

29%<br />

21%<br />

32%<br />

< R850 R850 - R1 499 R1 500 - R3 499 R3 500 +<br />

Source: IES 2005/6<br />

Note: House or semi-detached house includes dwelling/brick structure located on a separate stand/yard/farm, and town/cluster/semidetached<br />

houses. Backyard dwelling includes dwelling/flat/room in backyard. Other includes room/flatlet or larger dwelling/servants‟<br />

quarters/granny flat, unit in retirement village, workers‟ hostel, family unit, caravan/tent, other and unspecified<br />

Note*: Small sample sizes, less than 40 observations


Percentage of households<br />

36<br />

Around 12% of households in <strong>Mpumalanga</strong> earning less than<br />

R3,500 (in 2006 Rands) live in shacks not in backyards<br />

Percentage of households that live in shacks not in backyards<br />

(By monthly household income; <strong>Mpumalanga</strong>)<br />

20%<br />

15%<br />

14%<br />

11% 11%<br />

10%<br />

9%<br />

5%<br />

0%<br />

< R850 R850 - R1 499 R1 500 - R3 499 R3 500 +<br />

Source: IES 2005/6<br />

Note: Income is nominal, weighted to April 2006 Rands


Percentage of households<br />

37<br />

In 2007, the labour force participation rate for adults in<br />

<strong>Mpumalanga</strong> living in shacks not in backyards was 61%,<br />

higher than the provincial average of 52%<br />

100%<br />

Labour force participation rates<br />

(Adults 15+)<br />

80%<br />

60%<br />

40%<br />

64%<br />

42%<br />

54% 55%<br />

67%<br />

66%<br />

54%<br />

47%<br />

61% 61%<br />

35%<br />

52%<br />

64%<br />

54%<br />

51%<br />

49%<br />

71%<br />

63%<br />

63%<br />

53%<br />

20%<br />

0%<br />

Eastern Cape Free State Gauteng KwaZulu-<br />

Natal<br />

Limpopo <strong>Mpumalanga</strong> North West Northern<br />

Cape<br />

Western<br />

Cape<br />

South Africa<br />

Adult lives in shack not in backyard<br />

All adults (incl. shack not in backyard)<br />

Source: General Household Survey Workers 2007 (adults 15+)


Percentage of households<br />

38<br />

In 2007, the unemployment rate for <strong>Mpumalanga</strong> adults<br />

living in shacks not in backyards was 22%, below the<br />

provincial unemployment rate of 29%<br />

50%<br />

Unemployment rates<br />

(Adults 15+)<br />

43%<br />

44%<br />

40%<br />

37%<br />

30%<br />

29%<br />

27%<br />

28%<br />

22%<br />

23%<br />

28%<br />

30%<br />

28%<br />

22%<br />

29%<br />

34%<br />

25%<br />

28%<br />

26%<br />

32%<br />

25%<br />

20%<br />

19%<br />

10%<br />

0%<br />

Eastern<br />

Cape<br />

Free State Gauteng KwaZulu-<br />

Natal<br />

Limpopo <strong>Mpumalanga</strong> North West Northern<br />

Cape<br />

Western<br />

Cape<br />

South Africa<br />

Adult lives in shack not in backyard<br />

All adults (incl. shack not in backyard)<br />

Source: General Household Survey Workers 2007 (adults 15+)


39<br />

Most employed individuals in shacks not in backyards in<br />

<strong>Mpumalanga</strong> use taxis or buses and take less than half an<br />

hour to get to work<br />

Note: 53,288 in shacks not in<br />

backyards in <strong>Mpumalanga</strong> are<br />

employed (28%)<br />

Usual mode of transport to work<br />

(Live in an informal dwelling / shack not in backyard, Employed, <strong>Mpumalanga</strong>)<br />

22 615<br />

43%<br />

8 721<br />

16%<br />

14 820<br />

28%<br />

7 132<br />

13%<br />

In formal dwellings the<br />

most common form of<br />

transport to work in<br />

<strong>Mpumalanga</strong> are private<br />

vehicles at 34%<br />

Taxi/Bus Walking/Bicycle/Motorcycle Private Vehicle* Office is at home*<br />

Time taken to Work<br />

31 min<br />

+*, 44%<br />

0 - 30<br />

min, 56%<br />

Source: GHS 2009 Persons<br />

Note: Travel time refers to travelling in one direction using their normal type of transport<br />

Note: If more than one type of transport was used, then the type of transport that covers the most distance is classified as the normal mode<br />

of transport<br />

Note*: small sample size, less than 40 observations<br />

Percentage of Commuting workers


40<br />

Main income sources differ from other dwelling types<br />

Main source of income<br />

(<strong>Mpumalanga</strong>)<br />

<strong>Informal</strong> dwellings/shack<br />

not in backyard (e.g.<br />

informal settlement)<br />

56%<br />

11%*<br />

11%*<br />

21%*<br />

House or semi-detached<br />

house<br />

54%<br />

10%<br />

13%<br />

23%<br />

Traditional dwelling<br />

54%<br />

6%*<br />

10%*<br />

30%<br />

All MP households<br />

56%<br />

10%<br />

12%<br />

22%<br />

Salaries/wages/commission Pensions and grants Other Remittances No income *<br />

Source: GHS 2009 HH<br />

Note: All households also includes backyard dwelling, room/flatlet on a property or a larger servants quarters/dwelling, caravan/tent,<br />

flat/apartment, informal dwelling/shack in backyard, other<br />

* Sample size small (


41<br />

The proportion of households that transfer maintenance or<br />

remittances for shacks not in backyards is around the same<br />

as the average for <strong>Mpumalanga</strong> households as a whole<br />

Maintenance of / remittance to family members and dependants living elsewhere<br />

(In cash or in kind, <strong>Mpumalanga</strong>)<br />

<strong>Informal</strong> dwelling/shack in backyard<br />

68% *<br />

<strong>Informal</strong> dwelling/shack not in backyard<br />

38%<br />

Formal dwelling<br />

36%<br />

Traditional dwelling<br />

19% *<br />

All <strong>Mpumalanga</strong> households<br />

36%<br />

Source: IES 2005/6<br />

Note: Formal housing includes dwelling or brick structure on a separate stand/yard/farm, flat/apartment in a block of flats, room/flatlet or a<br />

larger dwelling/servants quarters/granny flat, town/cluster/semi-detached house, workers‟ hostel or family unit, and unit in retirement village<br />

Note: All households also includes backyard dwelling, caravan/tent, other and unspecified<br />

Note: * Small sample size, less than 40 observations (not below 20)


42<br />

Various measures of deprivation indicate very high levels of<br />

poverty<br />

Measures of deprivation<br />

(<strong>Mpumalanga</strong>)<br />

50%<br />

40%<br />

42% *<br />

40% *<br />

30%<br />

31% 30% *<br />

20%<br />

23%<br />

21%<br />

23%<br />

14%<br />

10%<br />

0%<br />

Limited number of foods to<br />

feed children past year<br />

Insufficient food for children<br />

in past year<br />

Run out of food in past year<br />

Children ever go to bed<br />

hungry in past year<br />

<strong>Informal</strong> dwelling/shack not in backyard<br />

All <strong>Mpumalanga</strong> households<br />

Source: GHS 2009 HH<br />

Note: Those questions referring to children exclude those households with no children<br />

*Note: Small sample sizes, less than 40 observations (not below 20)


43<br />

Agenda<br />

Basic living conditions and access to services<br />

Profile of households and families<br />

Income, expenditure and well-being<br />

Age of dwellings and permanence<br />

<strong>Housing</strong> waiting lists<br />

Health and vulnerability<br />

Education


44<br />

The majority of people currently living in a shack not in a<br />

backyard in <strong>Mpumalanga</strong> have been living there since before<br />

2001<br />

Year person moved into this dwelling<br />

(Lives in an informal dwelling / shack not in backyard,<br />

<strong>Mpumalanga</strong>)<br />

Province lived in before moving to this dwelling*<br />

(Lives in an informal dwelling / shack not in backyard, moved in<br />

after 2001, <strong>Mpumalanga</strong>)<br />

Outside RSA: 3%<br />

2%<br />

10%<br />

65%<br />

7%<br />

1%<br />

3%<br />

MP<br />

76%<br />

5%<br />

3%<br />

2%<br />

KZN<br />

2%<br />

6%<br />

0%<br />

13%<br />

3%<br />

2007 2006<br />

2005 2004<br />

2001-2003 Born after October 2001<br />

Have not moved since October 2001<br />

Source: Community Survey 2007 Persons<br />

Note*: Sample sizes for some provinces less than 40<br />

0%


Source: GHS 2009 HH<br />

Note: The survey states that if the year is not known, the best estimate should be given. Although it is not shown here, this accounts for the<br />

very few “unspecified” responses<br />

* Sample size small (< 40)<br />

45<br />

Majority of shacks not in backyards were originally built<br />

between 2000 and 2004<br />

Year current dwelling was originally built<br />

(<strong>Mpumalanga</strong>)<br />

Shack not<br />

in backyard<br />

32%<br />

34%<br />

28%<br />

6% *<br />

1940 1990 2000<br />

2005<br />

2009<br />

House/dwelling<br />

on separate<br />

stand<br />

28% 28%<br />

28%<br />

16%<br />

1940 1990 2000<br />

2005<br />

2009


Proportion of households<br />

According to the Census 45% of both households living in a shack<br />

not in a backyard and those in backyard shacks in <strong>Mpumalanga</strong>,<br />

claim to own their dwelling. Community Survey estimates these<br />

proportions as 59% and 45% respectively<br />

Dwelling tenure across different surveys<br />

(HH lives in an informal dwelling / shack not in backyard,<br />

<strong>Mpumalanga</strong>)<br />

Total number<br />

of households 92,496<br />

86,261<br />

100%<br />

80%<br />

16%<br />

*<br />

10%<br />

30%<br />

100%<br />

80%<br />

Dwelling tenure across different surveys<br />

(HH lives in an informal dwelling / shack in backyard,<br />

<strong>Mpumalanga</strong>)<br />

24,398 23,556<br />

28%<br />

34%<br />

46<br />

60%<br />

40%<br />

60%<br />

27%<br />

20%<br />

40%<br />

40%<br />

20%<br />

45%<br />

59%<br />

20%<br />

45% 45%<br />

0%<br />

Census 2001 CS 2007<br />

0%<br />

Census 2001 CS 2007<br />

*<br />

Owned Occupied rent-free Rented<br />

Source: Census 2001 (10% sample), Community Survey 2007; Household <strong>data</strong>bases<br />

Note: The breakdown of ownership does not include “Other” due to small sample sizes


47<br />

Agenda<br />

Basic living conditions and access to services<br />

Profile of households and families<br />

Income, expenditure and well-being<br />

Age of dwellings and permanence<br />

<strong>Housing</strong> waiting lists<br />

Health and vulnerability<br />

Education


Proportion of households<br />

48<br />

According to GHS, 40% of households living in a shack not in<br />

a backyard in <strong>Mpumalanga</strong> have at least one member on the<br />

RDP waiting list<br />

Member of a household on the RDP (or state<br />

subsidised house) waiting list/demand <strong>data</strong>base<br />

(HH lives in an informal dwelling / shack not in backyard;<br />

<strong>Mpumalanga</strong>)<br />

No, 60%<br />

Yes, 40%<br />

Number of households living in a shack<br />

not in a backyard in <strong>Mpumalanga</strong>:<br />

63,655<br />

Number of households<br />

who claim to be on the<br />

RDP waiting list/demand<br />

<strong>data</strong>base<br />

(<strong>Informal</strong> dwelling/shack not in<br />

backyard; <strong>Mpumalanga</strong>):<br />

25,609<br />

Number of households<br />

that qualify for the<br />

waiting list/demand<br />

<strong>data</strong>base<br />

(<strong>Informal</strong> dwelling/shack not in<br />

backyard; <strong>Mpumalanga</strong>):<br />

27,198<br />

In which year the first person joined the<br />

waiting list/demand <strong>data</strong>base<br />

(Any member on the waiting list; HH lives in an informal<br />

dwelling / shack not in backyard; <strong>Mpumalanga</strong>)<br />

100%<br />

80%<br />

60%<br />

40%<br />

20%<br />

0%<br />

73%<br />

27%*<br />

Person A<br />

Source: GHS 2009 HH<br />

Note: To qualify for the waiting list, the household must have a household income of less than R3,500; a size of more than 1; not own another<br />

dwelling; and have no housing subsidy. Due to rounding, the percentages may not sum to 100%.<br />

* Sample size less than 40<br />

2005 - 2009<br />

1990 - 2004


67% of households living in a shack not in a backyard in<br />

<strong>Mpumalanga</strong> have a total household income of less than<br />

R3,500. 97% have not received any housing subsidy on their<br />

current or past dwellings<br />

49<br />

Household monthly income<br />

(HH lives in an informal dwelling /<br />

shack not in backyard; <strong>Mpumalanga</strong>)<br />

Household size<br />

(HH lives in an informal dwelling /<br />

shack not in backyard; <strong>Mpumalanga</strong>)<br />

<strong>Housing</strong> subsidy on current or<br />

past dwelling<br />

(HH lives in an informal dwelling / shack not<br />

in backyard; <strong>Mpumalanga</strong>)<br />

11%*<br />

3%*<br />

22%*<br />

33%<br />

30%<br />

67%<br />

37%<br />

97%<br />

< R3 500 R3 500 + Unspecified<br />

1 2 - 3 4+<br />

Yes<br />

No<br />

Source: GHS 2009 HH<br />

Note: Of the 63,655 households whose main dwelling is an informal dwelling/shack not in a backyard, 90% do not have another dwelling.<br />

The income figures are slightly different to the IES adjusted numbers. This may be due to a number of factors, such as shifts in income or a<br />

misrepresentation of the true monthly household income. Due to rounding, the percentages may not sum to 100%<br />

* Sample size is less than 40


50<br />

Agenda<br />

Basic living conditions and access to services<br />

Profile of households and families<br />

Income, expenditure and well-being<br />

Age of dwellings and permanence<br />

<strong>Housing</strong> waiting lists<br />

Health and vulnerability<br />

Education


51<br />

Access to key points of service has been mapped for some<br />

informal <strong>settlements</strong> using a 5km radius<br />

<strong>Informal</strong> <strong>settlements</strong>: Access to key facilities<br />

(<strong>Mpumalanga</strong>)<br />

Education Facilities<br />

97%<br />

Security Facilities (SAPS)<br />

40%<br />

Medical Facilities<br />

37%<br />

Transport<br />

20%<br />

Place of Worship Facilities<br />

20%<br />

Recreational Facilities<br />

11%<br />

Commercial Facilities<br />

6%<br />

Government Service Points<br />

0%<br />

Source: Department of Human Settlements (provided by HDA)<br />

Note: Data for all provinces is based on a total of 1,448 verified locations of Human Settlements, and facilities within 5km radius


Percentage of people<br />

Source: GHS 2009 Persons; Note: These questions are asked of everyone, regardless of whether they have been recently ill<br />

Note: Due to small sample sizes, not all options given in the survey are shown here * Sample size is less than 40<br />

Approximately 18% of people living a shack in a shack not in a<br />

backyard in <strong>Mpumalanga</strong> have suffered from an illness or injury<br />

in the past month. There is no significant difference when this is<br />

compared to people living in formal dwellings<br />

Population<br />

totals in<br />

segment<br />

100%<br />

80%<br />

Primary source of medical help<br />

(<strong>Mpumalanga</strong>)<br />

188,657 3,069,079<br />

2%*<br />

18%<br />

100%<br />

80%<br />

Usual means of transport to<br />

health facility<br />

(<strong>Mpumalanga</strong>)<br />

Time taken to travel to health facility<br />

using usual means of transport<br />

(<strong>Mpumalanga</strong>)<br />

188,657 3,069,079 188,657 3,069,079<br />

31%<br />

2%*<br />

17%<br />

100%<br />

80%<br />

11%<br />

20%<br />

52<br />

60%<br />

70%<br />

60%<br />

29%<br />

60%<br />

44%<br />

38%<br />

40%<br />

20%<br />

26%<br />

71%<br />

40%<br />

20%<br />

66%<br />

52%<br />

40%<br />

20%<br />

30%<br />

47%<br />

0%<br />

Shack not in<br />

backyard<br />

8%<br />

Formal dwelling<br />

0%<br />

Shack not in<br />

backyard<br />

Formal dwelling<br />

0%<br />

Shack not in<br />

backyard<br />

Formal dwelling<br />

Private doctor/specialist<br />

Clinic (Public)<br />

Walking Taxi Own transport<br />

< 15 minutes 15 - 29 mins 30 mins +<br />

Hospital (Public)


Percentage of Households<br />

53<br />

22% of households in shacks not in backyards in <strong>Mpumalanga</strong><br />

have a member who was a victim of crime in the last year<br />

30%<br />

Households who have had at least one member as a victim of crime in the last year<br />

(<strong>Mpumalanga</strong>)<br />

22%<br />

23%<br />

20%<br />

20%<br />

19%<br />

10%<br />

0%<br />

All Households Shacks not in Backyard Shacks in Backyard* Formal <strong>Housing</strong><br />

Source: GHS 2008 HH<br />

Note: Formal <strong>Housing</strong> includes Dwelling/House or brick structure, Flat/Apartments, Town/Cluster/Semi-detached house, Unit in a retirement<br />

village, Dwelling/House/Flat/Room in backyard and Room/Flatlet<br />

Note: All Households include Shacks in Backyard, Shacks not in Backyard, Formal <strong>Housing</strong>, Traditional dwellings, Caravans/Tents and other<br />

Note*: Small sample sizes, less than 40 observations<br />

Note: Crime includes Murder, Molestation, Beaten/Hurt by someone, Harassed/Threatened or Theft


54<br />

Agenda<br />

Basic living conditions and access to services<br />

Profile of households and families<br />

Income, expenditure and well-being<br />

Age of dwellings and permanence<br />

<strong>Housing</strong> waiting lists<br />

Health and vulnerability<br />

Education


Number of adults (000s)<br />

55<br />

86% of adults in shacks not in backyards in <strong>Mpumalanga</strong><br />

have less than a matric<br />

Highest level of education achieved<br />

(Live in an informal dwelling / shack not in backyard, Adults 18+, <strong>Mpumalanga</strong>)<br />

70<br />

60<br />

59<br />

50<br />

40<br />

30<br />

29<br />

20<br />

10<br />

13<br />

17<br />

?<br />

0<br />

Proportion of<br />

adults in shacks<br />

not in backyards<br />

No Schooling Primary School Some High School Matric Other/Don't<br />

Know/Unspecified*<br />

11% + 25% + 50% + 14% + 0% = 100%<br />

Source: GHS 2009 Persons<br />

Note: Other includes certificate with less than matric, diploma with less than matric and other<br />

Note: For all South African adults 18+ the highest level of education achieved is as follows: No schooling (7%), Primary school (17%),<br />

Some high school (38%), Matric (25%), Technikon/University/other post Matric (11%), Other/DK/Unspecified (2%)<br />

Note*: Small sample size, less than 40 observations<br />

0


Number of children (


57<br />

Most children in shacks not in backyards attending<br />

educational facilities in <strong>Mpumalanga</strong> walk to get there and<br />

have these institutions within 30 minutes travel<br />

Usual mode of transport to educational facility by children<br />

(Live in an informal dwelling / shack not in backyard,<br />

Children aged 5-17, <strong>Mpumalanga</strong>)<br />

Time taken to educational<br />

facilities: walking<br />

31-60 min<br />

5%*<br />

3 628<br />

8%<br />

Walking<br />

42 874<br />

92%<br />

Other forms of transport<br />

15-30 min<br />

54%<br />

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