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THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY SEGMENTATION MODEL (SEM) EXPLORING THE NEW SEGMENTATION MODEL & THE WAY FORWARD WITH THE ES, RAM & TAM

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Page 1: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY SEGMENTATION MODEL (SEM)

EXPLORING THE NEW SEGMENTATION MODEL & THE WAY FORWARD WITH THE ES, RAM & TAM

Page 2: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

LEARNINGS FROM THE BRC…

Page 3: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

THE PREQUEL…

Page 4: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

“IT’S NOT ABOUT THE RESEARCH, IT’S ABOUT THE REVOLUTION…

Page 5: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

THE OVERTHROWING OF A “SOCIAL ORDER” IN FAVOUR OF A NEW SYSTEM…

Page 6: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

THE 40 YR OLD “SUPER JIC” AND AMPS DID NOT DO ANY JUSTICETO OUR AUDIENCE MEASUREMENT SYSTEMS…

Page 7: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

AS THE SAARF AMPS SAMPLE LOOKED LIKE THIS…(UNWEIGHTED)

Black 53%

Coloured 15%

Indian / Asian 7%

White 25%

Page 8: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

AND WE NEEDED A SAMPLE TO LOOK LIKE THAT…ONE THAT CLOSELY REFLECTS THE SA POPULATION

ES (unweighted) IHS Population

Source: ES July-Dec 2016 (n=12,464) Source: IHS Individual Population estimates Dec 2015

Black 81%

Coloured 10%

Indian / Asian 2%

White 7%

Black 78%

Coloured 9%

Indian / Asian 3%

White 10%

Page 9: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

OUR STARTING POINT…

Page 10: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

LEAVE THE “SOCIAL ORDER” OF THE SUPER JIC & AMPS…

IN FAVOUR OF A NEW SYSTEM…

Page 11: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

SETUP THE BRC, RADIO & TV JIC – 2014 …

PUT OUT TENDERS IN FAVOUR OF A NEW SYSTEM…

Page 12: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

WITH SAMPLES THAT…CLOSELY REFLECT THE SA POPULATION

ES (unweighted) IHS Population

Source: ES July-Dec 2016 (n=12,464) Source: IHS Individual Population estimates Dec 2015

Black 81%

Coloured 10%

Indian / Asian 2%

White 7%

Black 78%

Coloured 9%

Indian / Asian 3%

White 10%

Page 13: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

AND A SEGMENTATION MODEL WHICH REFLECTS THE SA SOCIETY…

0 1Perfectly equal society

Perfectly unequal society

Page 14: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

AND OF COURSE WE HAD TO DO JUSTICE TO OUR CURRENCIES…

Page 15: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

RADIO & THE TENDER…

Page 16: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

AS THE SAARF RAMS SAMPLELOOKED LIKE THIS…(UNWEIGHTED)

Black 56%

Coloured 17%

Indian /Asian

7%

White 21%

Page 17: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

THIS HAD TO BE OVERTHROWN TO LOOK LIKE THIS…

Black 56%

Coloured 17%

Indian / Asian 7%

White 21%

Black 78%

Coloured 9%

Indian / Asian 3%

White 10%

SAARF RAMS SA Population (IHS)

BRC RAM

Black 76%

Coloured 12%

Indian / Asian 4%

White 8%

(Unweighted) (Unweighted)

Page 18: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

AS WE ALL KNOW, A SKEWED SAMPLE CAN

DISTORT THE OUTCOME…

1 Girl likes Pink

WEIGHT DATA

Results 20 girls like pink

So……All girls like Pink

Page 19: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

AND THAT WEIGHTING IS NOT A “CORRECTIVE” FACTOR, IT’S A “SAMPLE BALANCING” FACTOR…

Page 20: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

BY AUGUST 2016, THE BRC DELIVERED A

BRAND NEW RADIO AUDIENCE

MEASUREMENT SYSTEM…

BY AUGUST 2016, THE BRC DELIVERED A BRAND NEW RADIO AUDIENCE MEASUREMENT SYSTEM…

Page 21: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

BRC RAM – VITAL SIGNS…National sample

13,436k

Random selection, household flooding

36,447k

Universe: Population age 15+

38,3 million Q1&Q2 sample size

Page 22: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

BRC RAM – VITAL SIGNS…

Consistent area split (sample frame)

60%

Small Urban

Rural

20%

20%

Rolling sampleStations with a small base size will be able to roll sample for6 months or 12 months

Metro

Stations included

39297

Commercial and PBS stations

Weighting efficiency85%

Community stations

Page 23: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

BY MARCH 2017, WE INTRODUCED THE BRAND NEW ESTABLISHMENT SURVEY…

Page 24: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

ES FAST FACTS – ALL YOU NEED TO KNOW AT A GLANCE…

Respondent pool for panel studies

Nationally representative sample of people aged 15 years+25 000 per annum, across 2 waves

IHS partnershipSample updated bi-annually

Measures media behaviour across:Viewing (TV)Listening (Radio)Reading (Newspapers, Magazines)DigitalCinemaOn the go

Platform agnosticMedia behaviour regardless of platform… thus covers changing media habits

Questionnaire extensively tested 400 quantitative pilots and numerous cognitive pilots

ConsistentSame question format across all media where relevant

Used for the development of a new socio-economic measure (SEM)

Live since 1 July 2016

Page 25: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

ES – VITAL SIGNS…

Universe: Population age 15+

38.8 million

41% Metro

29% Urban

30% Rural

12,464 sampleJUL-DEC 2016

NATIONAL SAMPLE

Page 26: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

DEMOGRAPHIC LANDSCAPE…

25

2425

2615 - 24

25 - 34

35 - 49

50 +

16 millionHOUSEHOLDS

38.8 millionADULTS 15 YEARS+

BLACK

79%

WHITE

9%

COLOURED

9%

INDIAN

3%

3331

1918

151412

5432

ZuluEnglish

AfrikaansXhosa

SesothoSepedi

SetswanaTsonga

SwatiVenda

Ndebele

48%52%

AGE % SPOKEN LANGUAGES %

Page 27: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

GEOGRAPHIC LANDSCAPE…

41% (15.9m)

30%(11.8m)

29% (11.1m)

PROVINCE % AND POPULATION FIGURES

GP MP

LP

NW

NC

WC

EC

FSKZN

26% (10.2m)

7% (2.6m)

2% (0.8m)

5% (2.0m)

12% (4.6m)

9% (3.6m)

8% (3.0m)

19% (7.2m)

12% (4.6m)

Page 28: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

FACTS FROM THE ES…

Page 29: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

VIEWING REACH…

• 93% of the

population in a

week

• 95% of the

population in a

month

• 90% of the

population in a

day

Page 30: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

VIEWING DEVICE…

TV set

10%Smartphone

Laptop/desktop

Tablet 1%

Games Console

2%

1%

97%

Page 31: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

VIEWING LOCATION…Location

in past week %

Home 97Shopping centre/shop/bank 7

Bar/shebeen/pub/café 6

Work 5

Restaurant/coffee shop 4

Car/taxi/bus 3

School/university/college 1

Page 32: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

LISTENING…Past 7 days

Page 33: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

LISTENING REACH…

83% of the population in a week

87% of the population in a month

70% of the population in a day

Page 34: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

LISTENING DEVICE…

Radio 85%

Car/taxi/bus 59%

Cellphone 38%

TV set 24%

Laptop/ desktop 3%

Page 35: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

LISTENING LOCATION…

Home 92%

Car/taxi/bus 33%

Work 11%

University/college 1%

Page 36: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

SNAPSHOTS BY MEDIA TYPE…

Page 37: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

P4WEEK MEDIA LANDSCAPE…DEVICE

97 11 - - - 3 2

26 44 - 87 75 4*

- 21 90 - - 9 6

- 23 81 - - 11 8

- 94 - - - 24 11

%TV set Cellphone

Paper/printed copy

Radio set/hi-fi

Car/taxi/bus radio

Desktop/laptop Tablet

Page 38: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

MEDIA LANDSCAPE…REACH

1 3 58

1211

2733 35 37 39

4

1117

20 2225

90 9395 95 96 96

70

8387 88 89 90

3947 49 51 52 52

0

10

20

30

40

50

60

70

80

90

100

Yesterday In the last

week

In the last

month

In the last 3

months

In the last 6

months

In the last 12

months

%

TV

Radio

Newspapers

Magazines

Internet

Cinema

Page 39: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

TELEVISION & THE ALIGNMENT..

Page 40: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

GEARING UP FOR THE ES…

• As the ES sample, was based on new area

definitions, BRC TAMS was aligned in preparation for

the NEW ES UNIVERSE UPDATE

• In preparation…

– The IHS area definitions (METRO / URBAN /

RURAL)

– Nielsen coded the BRC TAM panel to match the

new area definitions, READY FOR WEIGHTING

– CLEAR NEW WEIGHTING MODEL

Page 41: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

BRC TAMS INSTALLED PANEL ALIGNED TO ES TV UNIVERSE…

BRC TAMS PANEL (installed H/H)

ES TV Universe

BLACK

WHITE

BLACK

WHITE

ASIAN/INDIAN

COLOURED

ASIAN/INDIAN

COLOURED

79%

9%

3%

9%

Page 42: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

0

10,000,000

20,000,000

30,000,000

40,000,000

50,000,000

60,000,000

August April September June

13,300,000 13,400,000 13,700,000 13,996,400

44,600,000 44,300,000 45,000,000 44,100,000

50,299,411 50,492,030 50,481,148 50,513,686

HOUSEHOLDS INDIVIDUALS HOUSEHOLDS INDIVIDUALS

ES SURVEY

SA POPULATION

Page 43: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

BRC TAMS VITAL SIGNS…Universe: Population age 4+ 44.1 million

11 216 Individual SampleJUNE 2017

41% METRO

31%

URBAN28%

RURALTOTAL TV HOUSEHOLDS H/H

13.99 MILLION

No, of TV CHANNELS

123

Page 44: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

BY JUNE 2017, THE BRC DELIVERED A BRAND NEW TAM WEIGHTING EFFICIENCY OF …

KPI Panel Health

Ind. weighting efficiency

H/H weighting efficiency

August2014

64.9%

54.5%

August2015

79.5%

65%

August2016

75%

65%

Ind. maximum weight 40 860 22 618 23 882

JUNE2017

93%

73%

13 487

Page 45: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

CURRENCY – VITAL SIGNS…

41% Metro

29% Urban

30% Rural

60% Metro

20% Urban

20% Rural

41% Metro

28% Urban

31% Rural

ES SAMPLE

BRC RAM

BRC TAMS

Page 46: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

A NEW SEGMENTATION MODEL – SEM’s

Page 47: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

THE ESTABLISHMENT SURVEY SEM™ CONCEPTUAL STARTING POINT…

A measure that depicts how you live, not necessarily what you have

Page 48: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

THE SEMS ARE…

Relevant and differentiating

Stable

Not overly dependent on durables

Easy to use

Page 49: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

ESTABLISHMENT SURVEY SEM™TECHNICAL ASPECTS…

Page 50: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

THE SEM DEVELOPMENT PROCESS…

131

household

variables

Correspon-

dence

analysis

Develop

scoring

system

Continuum

reflective of

SA

1 2 3 4

Page 51: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

FIRST ITERATION HAD 131 VARIABLES…

-0.300

-0.200

-0.100

0.000

0.100

0.200

0.300

0.400

0.500

0.600

0.700

-0.800 -0.600 -0.400 -0.200 0.000 0.200 0.400 0.600 0.800 1.000 1.200 1.400

Dim

en

sio

n 2

(9

.4%

var

ian

ce e

xpla

ine

d)

Dimension 1 (61.3% variance explained)

Desired horseshoe shape

Good inertia

Total inertia 0.08

No flooring

No water inside

No mains

Thatch/plastic roof 4 or 5 star hotels

Wifi/fibre

Generator

Swimming pool

Items from various sources:

LSM 2014

PA SES (TNS Pan African Socio-Economic

Segmentation)

IWI (International Wealth Index)

Other key HH variables in ES

questionnaire

Page 52: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

REMOVAL OF VARIABLES RESULTED IN AN EVEN STRONGER MEASURE…

-0.300

-0.200

-0.100

0.000

0.100

0.200

0.300

0.400

-0.800 -0.600 -0.400 -0.200 0.000 0.200 0.400 0.600 0.800 1.000 1.200

Dim

en

sio

n 2

(5

.7%

var

ian

ce e

xpla

ine

d)

Dimension 1 (78.1% variance explained)

Removal of:

Spurious variables

Non-differentiating durables

Overlapping variables at top end

Low socio-economic living

xx

x

No flooring

Highsocio-economic living

Home security service

Free standing freezer

Vacuum cleaner

No police station

No post office

Page 53: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

THE 14 ESTABLISHMENT SURVEY SEM™ VARIABLES…

• Focus on structural items

• Low reliance on durables

• No reliance on technology items

• Short and easy to use

Final variables:

Post Office nearby

Police station nearby

Built-in kitchen sink

Home security service

Motor car

Deep freezer which is free standing

Microwave oven

Floor polisher or vacuum cleaner

Washing machine

Floor material

Water source

Type of toilet

Roof material

Number of sleeping rooms

“nearby” is self-defined

Page 54: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

ES SEMs VS ES LSMs…

1317

1410 10 8 9 7 5 7

SEM 1 SEM 2 SEM 3 SEM 4 SEM 5 SEM 6 SEM 7 SEM 8 SEM 9 SEM 10

SEM:

LSM:

02

4

14

22

34

11

5 63

LSM 1 LSM 2 LSM 3 LSM 4 LSM 5 LSM 6 LSM 7 LSM 8 LSM 9 LSM 10

Page 55: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

THE SEM CONTINUUM…0 2 4 6 8

10

12

14

16

18

20

22

24

26

28

30

32

34

36

38

40

42

44

46

48

50

52

54

56

58

60

62

64

66

68

70

72

74

76

78

80

82

84

86

88

90

92

94

96

98

100

SEM 10 Score

91-100

SEM 9 Score 81-90

SEM 8 Score 71-80

SEM 7 Score 61-70

SEM 6 Score 51-60

SEM 5 Score 41-50

SEM 4 Score 31-40

SEM 3 Score 21-30

SEM 2 Score 11-20

SEM 1 Score 0-10

Low socio-economic living High socio-economic living

Currently divided into ten groups, but users have the flexibility to spread the scores in any way they wish

For example: 0-40; 41-95; 96-100

Page 56: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

SEM TARGETING EXAMPLE…

• Suppose you wanted to advertise petrol, motor spares or used cars…

• The more precisely one defines the TM, the less the wastage and the better the ROI.

TOTAL SEM1 SEM2 SEM3 SEM4 SEM5 SEM6 SEM7 SEM8 SEM9 SEM10

%Col 26 0 1 4 7 11 20 43 84 95 100

Index 100 0 5 14 27 42 77 164 321 360 380

National average of 26% falls between

SEM 6 and 7

Lower SEM 6

(score 51-56)

Car penetration below average of 26% (<100 index)

Upper SEM 6

(score 57-60)

Car penetration above average of 26% (>100 index)

Advertising to SEM 7-10 means you miss out on the

top end of SEM 6 – over 1.5m people!

TARGET MARKET IS SEM >=57

Penetration of Car in home:

Page 57: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

SEM INPUT VARIABLES…

Low incidence (%)

High incidence (%)

• STRUCTURAL

SEM1 2 3 4 5 6 7 8 9 10

Finished/ sealed floor

4 26 41 51 66 82 89 93 94 98

3+ Sleeping rooms 27 30 39 35 27 43 58 73 85 93

Home security service

0 0 0 1 1 3 8 18 53 89

Note: HH weights

Page 58: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

SEM INPUT VARIABLES…• DURABLES

SEM1 2 3 4 5 6 7 8 9 10

Washing machine 0 2 14 36 56 72 88 98 99 100

Motor car 0 1 4 7 11 20 43 84 95 100

Microwave 5 32 68 84 92 96 99 99 100 100

Low incidence (%)

High incidence (%)

Note: HH weights

Page 59: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

SEM INPUT VARIABLES…

• INFRASTRUCTURE AND BASIC AMENITIES

Low incidence (%)

High incidence (%)

SEM1 2 3 4 5 6 7 8 9 10

NO Police Station nearby

94 57 48 34 28 23 17 12 10 1

NO Post Office nearby

97 67 55 38 35 30 21 13 12 2

NO Built-in kitchen sink

100 95 77 55 20 7 3 1 0 0

NO Flush toilet inside the house

100 96 82 59 29 13 3 1 1 0

Note: HH weights

Page 60: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

DEMOGRAPHIC LANDSCAPE BY SEM…

SEM1 2 3 4 5 6 7 8 9 10

Metro 13 19 22 40 53 62 65 63 69 68

Urban 13 21 33 38 35 31 30 34 29 32

Rural 73 60 45 22 12 7 5 3 2 0

Page 61: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

EQUIPMENT IN HOME BY SEM…

19

74

56

1

26

72

98

15

Avg. no. of equipment items in home: 2.4 2.6 2.8 2.9 2.9 3.0 3.1 3.3 3.5 4.2

Key equipment penetration:

1317 14

10 10 8 9 7 5 7

SEM 1 SEM 2 SEM 3 SEM 4 SEM 5 SEM 6 SEM 7 SEM 8 SEM 9 SEM 10

TV set

Smartphone

Desktop/ laptop

Tablet

Wifi/fibre

Page 62: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

MEDIA CONSUMPTION BY SEM…

23 5

8 9

1518

23

30

39

2429

3641 42

45 47 48 5055

1317

2326 25

3128 30

3644

88

95 97 98 98 99 99 98 98 99

89 91 9390

87 8986

8992

94

30

38

4448

52

64 63

71

77

86

1317 14

10 10 8 9 7 5 7

SEM 1 SEM 2 SEM 3 SEM 4 SEM 5 SEM 6 SEM 7 SEM 8 SEM 9 SEM 10

Past 12 month usage:

Page 63: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

ESTABLISHMENT SURVEY SEM™DESCRIPTORS…

Page 64: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

SEM 1 - DEMOGRAPHICS

Page 65: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

SEM 2 DEMOGRAPHICS

Page 66: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

SEM 3 - DEMOGRAPHICS

Page 67: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

SEM 4 - DEMOGRAPHICS

Page 68: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

SEM 5 - DEMOGRAPHICS

Page 69: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

SEM 6 - DEMOGRAPHICS

Page 70: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

SEM 7 - DEMOGRAPHICS

Page 71: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

SEM 8 - DEMOGRAPGICS

Page 72: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

SEM 9 - DEMOGRAPHICS

Page 73: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

SEM 10 - DEMOGRAPHICS

Page 74: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

SEM INTEGRATION…

ES

TAMS

RAM

SEMs will be available in the TAM data BY OCTOBER 2017

SEMs will be available in the RAM data in the

November 2017 release

Page 75: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

THE BEGINNING OF A BRAND NEW “SOCIAL ORDER” IN OUR AUDIENCE MEASUREMENT SYSTEMS…

Page 76: THE NEW SOUTH AFRICAN ESTABLISHMENT SURVEY …

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