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THE NEW SEC SYSTEM MUMBAI. MAY 3, 2011 The New SEC system SOCIO-ECONOMIC CLASSIFICATION-2011

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Page 1: The New SEC system - mruc.netmruc.net/uploads/posts/b17695616c422ec8d9dadafc1c3eec26.pdfto the system, because “consumer durables” penetration will change faster than education

T H E N E W S E C S Y S T E M

MUMBAI. MAY 3, 2011

The New SEC systemSOCIO-ECONOMIC CLASSIFICATION-2011

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T H E N E W S E C S Y S T E M

What is the

new SEC system?

How do we classify

a householdin the new SEC system?

What are the

advantages/ drawbacksof the new SEC system?

How was the new SEC system

created?

What are the

other systemsthat we considered?

What is

the performanceof the new SEC system?

Conclusion

01

02

03

04

05

06

07

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T H E N E W S E C S Y S T E M

What is the new

SEC system?

01

3

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T H E N E W S E C S Y S T E M

THE NEW SEC SYSTEM

The new SEC system is used to classify households in India.

It’s based on two variables:

• Education of chief earner

• Number of “consumer durables” ( from a predefined

list)- owned by the family. The list has 11 items,

ranging from ‘electricity connection’ and ‘agricultural

land’- to cars and air conditioners

We have 12 grades in the new SEC system, ranging from A1

to E3

4

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T H E N E W S E C S Y S T E M

DISTRIBUTION OF HOUSEHOLDS

India ( urban + rural )

0.41.8

3.24.3

5.3

7.5 7.9

11.4

14.7

18.4

15.4

9.7

A1 A2 A3 B1 B2 C1 C2 D1 D2 E1 E2 E3

New SEC System

This round of analysis has been conducted using data from IRS 2008 (round 20)*.

We have drawn a sub-sample of 39,441

*Figures in percentage

5

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T H E N E W S E C S Y S T E M

DISTRIBUTION OF HOUSEHOLDS

Urban

1.1

5.1

7.68.6

10.2

12.911.6

13.212.6

9.8

4.7

2.6

A1 A2 A3 B1 B2 C1 C2 D1 D2 E1 E2 E3

2.8

6.67.9 8

20.5

24

11.9

18.2

A1 A2 B1 B2 C D E1 E2

The current urban SEC system has 8 grades,

and is based on occupation and education of

chief earner

New SEC System

Current Urban SEC system

6

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T H E N E W S E C S Y S T E M

DISTRIBUTION OF HOUSEHOLDS

Rural

7

0.04 0.41.3

2.33.2

5.16.2

10.7

15.6

22.220.1

12.8

A1 A2 A3 B1 B2 C1 C2 D1 D2 E1 E2 E3

4.3

12.3

40.343

R1 R2 R3 R4

The current rural SEC system has 4 grades,

and is based on education of chief earner and

material used in construction of dwelling

New SEC System

Current Rural SEC system

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T H E N E W S E C S Y S T E M

02

How do we classify

a householdin the new SEC system?

8

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T H E N E W S E C S Y S T E M

SHOW CARD/READ OUT

Q1a Please take a look at this list and tell me which of these items do you have at home? (It could be owned by you, your family, or provided by the employer or it could be available in the house you live in; but it should be for the use of just you or your family)

EXPLAIN, IF NECESSARY:

We have a standard list of items that we use in all kinds of cities and villages. So don’t worry if an item appears irrelevant for you, or too ordinary- just go ahead and tell me which items you do have. We need this information just for survey purpose only.

Do you have a…(ITEM) in your home (which is in working condition)?

CIRCLE ITEMS OWNED/HAVE AT HOME. TICK THE ITEM IF OWNED. ADD THE NO. OF TICKS IN THE BOX.

Q1b Does your family own any agricultural land, by agricultural land I mean land that is currently under cultivation or plantation?

SHOW CARD/READ OUT

Q2 Could you tell me something about the person who makes the biggest contribution to the running of the household. To what level has he studied?RECORD IN GRID. USE GRID TO DETERMINE NEW SEC.

Just two questionsTHAT NEED TO BE ASKED

9

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T H E N E W S E C S Y S T E M 10

Items owned / have access at home Circle Tick

1a

Electricity Connection 01

Ceiling Fan 02

LPG Stove 03

Two Wheeler 04

Colour TV 05

Refrigerator 06

Washing Machine 07

Personal Computer/ Laptop 08

Car/Jeep/Van 09

Air Conditioner 10

1b Agricultural Land 11

NUMBER OF STANDARD 11 OWNED

RECORDING

The grid

01

8

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T H E N E W S E C S Y S T E M 11

Chief Earner: Education (Q2)

No. of Durables

(TRANSFER FROM Q1)

Illiterate

Literate but no formal schooling/ School-Upto 4 years

School- 5 to 9 years

SSC/ HSC

Some College (incl a Diploma) but not Grad

Graduate/ Post Graduate: General

Graduate/ Post Graduate: Professional

1 2 3 4 5 6 7

None E3 E2 E2 E2 E2 E1 D2

1 E2 E1 E1 E1 D2 D2 D2

2 E1 E1 D2 D2 D1 D1 D1

3 D2 D2 D1 D1 C2 C2 C2

4 D1 C2 C2 C1 C1 B2 B2

5 C2 C1 C1 B2 B1 B1 B1

6 C1 B2 B2 B1 A3 A3 A3

7 C1 B1 B1 A3 A3 A2 A2

8 B1 A3 A3 A3 A2 A2 A2

9 + B1 A3 A3 A2 A2 A1 A1

02

RECORDING

The grid

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T H E N E W S E C S Y S T E M

03

What are

the advantagesof the new SEC system?

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T H E N E W S E C S Y S T E M

AdvantagesOF THE NEW SEC SYSTEM

More discrimination as compared with current systems

A single system for urban and and rural India

Less subjectivity- as we no longer use occupation

It’s simple - easy to answer, not very time consuming, easy

to classify

13

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T H E N E W S E C S Y S T E M

03

Are there any

drawbacksto the new SEC system?

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T H E N E W S E C S Y S T E M

We need to be better prepared to handle minor changes to the system, because “consumer durables” penetration will change faster than education or occupation

The questioning can appear intrusive to people who are unaccustomed to market research. It’s not a problem elsewhere

15

There are no serious problems. But…

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T H E N E W S E C S Y S T E M

04

How did we go about

creating the new system?

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T H E N E W S E C S Y S T E M 17

Extensive analysis based on data drawn from the IRS, made available by the MRUC- various rounds, from 2005 to 2008

Have also drawn on data from MarketPulse, IMRB’s Household panel, supplemented by a special survey

How we created the new system

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T H E N E W S E C S Y S T E M

‘Demographic’ variables: e.g. occupation of chief earner, education of chief earner, education of housewife, claimed monthly household income

Dwelling type and amenities: e.g. construction material, tap, bathroom, number of rooms

Ownership of consumer durables

18

The building blocks that were available to us

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T H E N E W S E C S Y S T E M 19

‘A scoring system called LIFE; which takes into account whether a household owns or uses a wide-ranging products ranging from material of wall, roof, mode of transportation, use of toilet soap, use of ghee, biscuits, etc.

In all we used 34 items: giving weights in inverse proportion to usage/ownership

How we arrange the blocks

The LIFE score is used to

decide the order of groups

defined by two or more

variables

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T H E N E W S E C S Y S T E M

We used the Lorenz curve, and the associated Gini coefficient,

as a basis for measuring discrimination or inequality

We assume that the system that throws up more inequality is more

discriminating.

In other words, the system that shows a bigger difference in

ownership/consumption between the top half and the bottom half is the

better one

20

The basis of measuring the discrimination

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T H E N E W S E C S Y S T E M

05

What were the

other systems that we considered?

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T H E N E W S E C S Y S T E M 22

Point based system using education of highest educated

individual, press exposure of housewife, and ownership of durables plus other aspects

A system based on occupation and education of chief earner and the number

of consumer durables owned

A system based on and education of chief earner

and the “best type” of consumer durables owned

We’ve evaluated many options

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T H E N E W S E C S Y S T E M

06

Performanceof the new SEC system

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T H E N E W S E C S Y S T E M 24

54

13

52 0 0 0 0 0 0 0 0

0

10

20

30

40

50

60

A1 A2 A3 B1 B2 C1 C2 D1 D2 E1 E2 E3

Have internet access at home

19

94 2 1 0 0 0

0

10

20

30

40

50

60

A1 A2 B1 B2 C D E1 E2

Have internet access at home

96

82

68

54

38

23

15 125 2 3 1

0

10

20

30

40

50

60

70

80

90

100

A1 A2 A3 B1 B2 C1 C2 D1 D2 E1 E2 E3

Household subscribe any Newspaper

84

71

56

43

30

13 103

0

10

20

30

40

50

60

70

80

90

100

A1 A2 B1 B2 C D E1 E2

Household subscribe any Newspaper

PENETRATION

New vs Current system (urban)

New SEC system Current urban SEC system

MRUC/Hansa Research –IRS 2008 (round 20)

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T H E N E W S E C S Y S T E M 25

9892 90

85 83 8074

49

35

16

51

0

10

20

30

40

50

60

70

80

90

100

A1 A2 A3 B1 B2 C1 C2 D1 D2 E1 E2 E3

Receive Cable & Satellite

86 84 8076

69

5849

33

0

10

20

30

40

50

60

70

80

90

100

A1 A2 B1 B2 C D E1 E2

Receive Cable & Satellite

72

53

37

2319

139 7 5 5 2 3

0

10

20

30

40

50

60

70

80

A1 A2 A3 B1 B2 C1 C2 D1 D2 E1 E2 E3

Purchased in Past 6 Months - Ketchup / Sauces

55

40

28

19 16

9 7 5

0

10

20

30

40

50

60

70

80

A1 A2 B1 B2 C D E1 E2

Purchased in Past 6 Months - Ketchup / Sauces

PENETRATION

New vs Current system (urban) (CONTD.)

MRUC/Hansa Research –IRS 2008 (round 20)

New SEC system Current urban SEC system

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T H E N E W S E C S Y S T E M

0 0.2 0.4 0.6 0.8 10 0.2 0.4 0.6 0.8 1

New System

Benchmark System (MHI)

Gini Values

Data Source: MRUC/ Hansa Research - IRS 2008 (Round 20)

Own Microwave oven

Own Internet access at home - Through PC / TV

Own PC at home

Own Camera (still/ digital)

Housewife have read a magazine in the last 7 days

Own DVD player

Own Kitchen Sink

Own - Mobile / Cellular Phone

Own Telephone

Receive Cable & Satellite

Own Pressure cooker

0.4

0.7

1.6

3.5

5.8

6.8

8.2

12.4

12.6

Penetration

31.2

37.0

Gini coefficients for New SEC system compared with benchmark

PERFORMANCE ON DISCRIMINATION

India ( u + r )

26

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T H E N E W S E C S Y S T E M

0 0.2 0.4 0.6 0.8 10 0.2 0.4 0.6 0.8 1

*Purchased in the last 6 months except soft drinks, skin creams and chocolates

Gini Values

Jam

Ketchup / Sauces

Chocolates

Instant Noodles

Floor Cleaners

Toilet Cleaners

Soft drinks/Fruit Juices

Skin Creams/Lotions

Utensil cleaners

Fabric whiteners / blues

Toothpaste

Shampoo

Bathing Soaps / Liquid Soaps

3.3

5.3

6.6

6.7

11.6

14.1

15.8

21.4

29.7

49.8

57.7

Penetration

75.1

95.8

Data Source: MRUC/ Hansa Research - IRS 2008 (Round 20)

27

Benchmark System (MHI)

Gini coefficients for New SEC system compared with benchmark

New System

PERFORMANCE ON DISCRIMINATION

India ( u + r ) (CONTD.)

27

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T H E N E W S E C S Y S T E M

0 0.2 0.4 0.6 0.8 10 0.2 0.4 0.6 0.8 1

1.0

1.9

4.5

8.5

12.7

15.7

20.9

23.8

25.9

60.0

69.6

Penetration

Own Microwave oven

Own Internet access at home - Through PC / TV

Own PC at home

Own Camera (still/ digital)

Housewife have read a magazine in the last 7 days

Own DVD player

Own Kitchen Sink

Own Telephone

Own - Mobile / Cellular Phone

Receive Cable & Satellite

Own Pressure cooker

New System

Current System

Gini Values

Data Source: MRUC/ Hansa Research - IRS 2008 (Round 20)

28

Gini coefficients for New SEC system compared with benchmark

GINI CO-EFFICIENTS

Urban

28

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T H E N E W S E C S Y S T E M

0 0.2 0.4 0.6 0.8 10 0.2 0.4 0.6 0.8 1

New System

Current System

Gini Values

Processed Cheese/Cheese Products

Jam

Ketchup / Sauces

Chocolates

Instant Noodles

Soft drinks/Fruit Juices

Floor Cleaners

Skin Creams/Lotions

Toilet Cleaners

Utensil cleaners

Fabric whiteners / blues

Toothpaste

Shampoo

4.1

8.9

15.2

15.4

17.4

28.3

30.2

30.6

32.0

59.9

60.1

Penetration

80.8

84.9

Data Source: MRUC/ Hansa Research - IRS 2008 (Round 20)

29

Gini coefficients for New SEC system compared with benchmark

GINI CO-EFFICIENTS

Urban (CONTD.)

29

*Purchased in the last 6 months except soft drinks, skin creams and chocolates

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T H E N E W S E C S Y S T E M

0 0.2 0.4 0.6 0.8 10 0.2 0.4 0.6 0.8 1

New System

Current System

Gini Values

Own Microwave oven

Own Internet access at home - Through PC / TV

Own PC at home

Own Camera (still/ digital)

Own Kitchen Sink

Housewife have read a magazine in the last 7 days

Own DVD player

Own - Mobile / Cellular Phone

Own Telephone

Rural Assets - Table Fan

Receive Cable & Satellite

Own Pressure cooker

Rural Assets - In-house toilet

0.1

0.1

0.3

1.3

2.7

2.8

2.8

6.6

7.6

13.4

18.6

Penetration

22.8

30.9

Data Source: MRUC/ Hansa Research - IRS 2008 (Round 20)

30

Gini coefficients for New SEC system compared with benchmark

GINI CO-EFFICIENTS

Rural

30

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T H E N E W S E C S Y S T E M

0 0.2 0.4 0.6 0.8 10 0.2 0.4 0.6 0.8 1

2.1

2.8

3.5

6.2

10.4

16.5

17.4

45.3

47.6

70.8

73.2

Penetration

Instant Noodles

Chocolates

Floor Cleaners

Toilet Cleaners

Soft drinks/Fruit Juices

Utensil cleaners

Skin Creams/Lotions

Fabric whiteners / blues

Toothpaste

Shampoo

Biscuits

New System

Current System

Gini Values

Data Source: MRUC/ Hansa Research - IRS 2008 (Round 20)

Gini coefficients for New SEC system compared with benchmark

GINI CO-EFFICIENTS

Rural (CONTD.)

31

*Purchased in the last 6 months except soft drinks, skin creams and chocolates

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T H E N E W S E C S Y S T E M 32

The new SEC system is better than the current

urban system , and much better than the current

rural system

PERFORMANCE ON DISCRIMINATION

Conclusion

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T H E N E W S E C S Y S T E M

LevelDistribution of

Households %Median LIFE

Inter Quartile

Range (IQR)

A1 0.4 804 116

A2 1.8 687 150

A3 3.2 590 173

B1 4.3 494 172

B2 5.3 430 164

C1 7.5 369 142

C2 7.9 319 124

D1 11.4 270 117

D2 14.7 222 106

E1 18.4 164 90

E2 15.4 117 75

E3 9.7 80 65

MHI System New SEC System

LevelDistribution of

Households %Median LIFE

Inter Quartile

Range (IQR)

1 0.5 702 186

2 1.5 618 236

3 4.2 514 243

4 3.5 455 236

5 4.7 391 227

6 7.1 347 207

7 11.7 289 178

8 19.3 232 155

9 19.2 181 139

10 13.5 136 110

11 12.9 125 111

12 2.1 95 101

Median LIFE (Urban + Rural): 220

PERFORMANCE OF THE SYSTEM

Homogeneity within the grade : India (u + r)

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T H E N E W S E C S Y S T E M 34

Current SEC System New SEC System

LevelDistribution of

Households %Median LIFE

Inter Quartile

Range (IQR)

A1 1.1 807 106

A2 5.1 704 132

A3 7.6 610 147

B1 8.6 532 158

B2 10.2 463 158

C1 12.9 399 136

C2 11.6 347 118

D1 13.2 300 113

D2 12.6 251 100

E1 9.8 194 92

E2 4.7 148 93

E3 2.6 112 80

LevelDistribution of

Households %Median LIFE

Inter Quartile

Range (IQR)

SEC A1 2.8 702 189

SEC A2 6.6 616 225

SEC B1 7.9 539 215

SEC B2 8.0 467 221

SEC C 20.5 408 210

SEC D 24.0 320 167

SEC E1 11.9 280 155

SEC E2 18.2 212 137

Median LIFE (Urban India): 354

PERFORMANCE OF THE SYSTEM

Homogeneity within the grade : Urban India

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T H E N E W S E C S Y S T E M 35

The new SEC system is able to reduce

heterogeneity within social grade- and stretch

the differences by grade

PERFORMANCE ON HOMOGENEITY

Conclusion

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T H E N E W S E C S Y S T E M

07

Conclusion

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T H E N E W S E C S Y S T E M 37

We have a system that is simple, easy to administer. It

gives us good discrimination; the social grades created

are more homogenous

But we do need to revisit the system at least once every two

years; and make sure that when a change is needed, this is

a smooth process

It’s easy to begin using the new system. For those who

need to keep track of the old SEC for reasons of

comparability, the new system means just one more

question- which can be tagged on right at the end.

In Conclusion

Page 38: The New SEC system - mruc.netmruc.net/uploads/posts/b17695616c422ec8d9dadafc1c3eec26.pdfto the system, because “consumer durables” penetration will change faster than education

T H E N E W S E C S Y S T E M 38

Thank You