SlideShare a Scribd company logo
1 of 38
Download to read offline
MUMBAI. MAY 3, 2011



 SOCIO-ECONOMIC CLASSIFICATION-2011

 The New SEC system




THE NEW SEC SYSTEM
What is the
                     new SEC system?              01

                     How do we classify
                     a household
                     in the new SEC system?       02

                     What are the
                     advantages/ drawbacks
                     of the new SEC system?       03

                     How was the new SEC system
                     created?                     04

                     What are the
                     other systems
                     that we considered?          05

                     What is
                     the performance
                     of the new SEC system?       06


                     Conclusion                   07
THE NEW SEC SYSTEM
01

    What is the new
    SEC system?




3   THE NEW SEC SYSTEM
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   THE NEW SEC SYSTEM
DISTRIBUTION OF HOUSEHOLDS
India ( urban + rural )

     New SEC System


                                                                            18.4
                                                                     14.7              15.4

                                                             11.4
                                                                                                   9.7
                                             7.5     7.9
                                     5.3
                             4.3
                      3.2
             1.8
       0.4

       A1    A2       A3     B1      B2      C1      C2      D1      D2      E1         E2         E3
                                                                                  *Figures in percentage



                   This round of analysis has been conducted using data from IRS 2008 (round 20)*.
                                                           We have drawn a sub-sample of 39,441




5   THE NEW SEC SYSTEM
DISTRIBUTION OF HOUSEHOLDS
Urban
     New SEC System

                                                12.9              13.2
                                                                          12.6
                                                         11.6
                                        10.2                                      9.8
                                8.6
                          7.6

               5.1                                                                           4.7
                                                                                                     2.6
       1.1


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

     Current Urban SEC system

      The current urban SEC system has 8 grades,                         24
      and is based on occupation and education of
                                                           20.5
      chief earner                                                                                 18.2

                                                                                    11.9
                                  7.9          8
                     6.6
         2.8


         A1          A2           B1           B2             C          D              E1         E2
6   THE NEW SEC SYSTEM
DISTRIBUTION OF HOUSEHOLDS
Rural
    New SEC System
                                                                         22.2
                                                                                20.1

                                                                  15.6
                                                                                       12.8
                                                           10.7

                                                     6.2
                                               5.1
                               2.3     3.2
              0.4      1.3
      0.04

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


    Current Rural SEC system
                                                                                43
     The current rural SEC system has 4 grades,            40.3
     and is based on education of chief earner and
     material used in construction of dwelling



                                      12.3

              4.3


              R1                       R2                  R3                   R4
  THE NEW SEC SYSTEM                                                                          7
02

    How do we classify
    a household
    in the new SEC system?




8   THE NEW SEC SYSTEM
Just two questions
THAT NEED TO BE ASKED


          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.

9   THE NEW SEC SYSTEM
RECORDING
The grid

     01
                  Items owned / have access at home   Circle   Tick

                  Electricity Connection               01         √
                  Ceiling Fan                          02         √
                  LPG Stove                            03         √
                  Two Wheeler                          04
                                                                  √
                  Colour TV                            05
                                                                  √
             1a   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                         8




10   THE NEW SEC SYSTEM
RECORDING
The grid
                                                      Chief Earner: Education (Q2)

     02
                                      Literate
                                                                           Some
                                      but no                                                      Graduate/
                                                                           College    Graduate/
               No. of                 formal                                                      Post
                                                   School- 5               (incl a    Post
                         Illiterate   schooling/                SSC/ HSC                          Graduate:
              Durables                             to 9 years              Diploma)   Graduate:
                                      School-                                                     Profession
            (TRANSFER                                                      but not    General
                                      Upto 4                                                      al
             FROM Q1)                                                      Grad
                                      years

                               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
11   THE NEW SEC SYSTEM
03

What are
the advantages
of the new SEC system?




THE NEW SEC SYSTEM
Advantages
 OF 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   THE NEW SEC SYSTEM
03

Are there any
drawbacks
to the new SEC system?




THE NEW SEC SYSTEM
There are no serious problems. But…



             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   THE NEW SEC SYSTEM
04

How did we go about
creating the new system?




THE NEW SEC SYSTEM
How we created the new system



             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




17   THE NEW SEC SYSTEM
The building blocks that were available to us

             ‘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 NEW SEC SYSTEM
How we arrange the blocks


                                  ‘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.
     The LIFE score is used to
     decide the order of groups
      defined by two or more      In all we used 34 items: giving weights in
              variables
                                  inverse proportion to usage/ownership




19   THE NEW SEC SYSTEM
The basis of measuring the discrimination

     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 NEW SEC SYSTEM
05

What were the
other systems
that we considered?




THE NEW SEC SYSTEM
We’ve evaluated many options


             Point based system using
          education of highest educated
           individual, press exposure of                           A system based on
           housewife, and ownership of                        occupation and education of
            durables plus other aspects                       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



22   THE NEW SEC SYSTEM
06


Performance
of the new SEC system




THE NEW SEC SYSTEM
PENETRATION
New vs Current system (urban)
                           New SEC system                                                            Current urban SEC system
           Have internet access at home                                                  Have internet access at home

     60    54                                                                 60

     50                                                                       50

     40                                                                       40

     30                                                                       30
                                                                                        19
     20                                                                       20
                 13
                                                                                               9
     10               5                                                       10                       4
                           2    0    0    0    0     0    0       0       0                                   2      1      0          0        0
      0                                                                        0
           A1    A2   A3   B1   B2   C1   C2   D1   D2   E1   E2       E3               A1     A2      B1    B2      C      D      E1           E2

                  Household subscribe any Newspaper                                           Household subscribe any Newspaper
     100    96                                                                 100
     90          82                                                                90    84
     80                                                                            80           71
                      68
      70                                                                           70
     60                    54                                                      60                  56

     50                                                                            50                         43
                                38
     40                                                                            40
                                                                                                                    30
      30                             23                                            30
     20                                   15   12                                  20                                      13     10
      10                                            5    2    3                    10                                                      3
                                                                      1
      0                                                                             0
            A1   A2   A3   B1   B2   C1   C2   D1   D2   E1   E2      E3                 A1     A2     B1    B2     C      D      E1       E2

24        THE NEW SEC SYSTEM                                                                            MRUC/Hansa Research –IRS 2008 (round 20)
PENETRATION
New vs Current system (urban) (CONTD.)
                                     New SEC system                                                                  Current urban SEC system

                                      Receive Cable & Satellite                                               Receive Cable & Satellite
                     98
          100              92        90                                                            100
           90                              85    83                                                 90   86    84
                                                      80                                                              80
           80                                              74                                       80                        76
                                                                                                                                        69
           70                                                                                       70
                                                                                                                                                  58
           60                                                   49                                  60                                                     49
           50                                                                                       50
           40                                                        35                             40                                                               33
           30                                                                                       30
                                                                          16
           20                                                                                       20
           10                                                                   5                   10
                                                                                         1
            0                                                                                        0
                     A1    A2        A3    B1    B2   C1   C2   D1   D2   E1    E2       E3              A1    A2     B1      B2        C         D        E1        E2

                 Purchased in Past 6 Months - Ketchup / Sauces                                            Purchased in Past 6 Months - Ketchup / Sauces
     80         72                                                                                  80
     70                                                                                             70
     60               53                                                                            60   55
     50                                                                                             50
                                37                                                                              40
     40                                                                                             40
                                                                                                                       28
     30                                   23                                                        30
                                                19                                                                                 19        16
     20                                               13                                            20
                                                           9    7                                                                                      9        7
     10                                                               5    5                  3     10                                                                    5
                                                                                     2
      0                                                                                              0
            A1        A2        A3        B1    B2    C1   C2   D1   D2    E1       E2        E3         A1     A2     B1          B2        C         D        E1        E2

25   THE NEW SEC SYSTEM                                                                                                    MRUC/Hansa Research –IRS 2008 (round 20)
PERFORMANCE ON DISCRIMINATION
India ( u + r )
Gini coefficients for New SEC system compared with benchmark
                                                Penetration

Own Microwave oven                                  0.4

Own Internet access at home - Through PC / TV       0.7

Own PC at home                                      1.6

Own Camera (still/ digital)                         3.5

Housewife have read a magazine in the last 7        5.8
days
Own DVD player                                      6.8

Own Kitchen Sink                                    8.2

Own - Mobile / Cellular Phone                       12.4

Own Telephone                                       12.6

Receive Cable & Satellite                           31.2

Own Pressure cooker                                 37.0


                                                              0   0.2        0.4         0.6         0.8           1
                       New System                                          Gini Values
                       Benchmark System (MHI)
                                                                   Data Source: MRUC/ Hansa Research - IRS 2008 (Round 20)
26   THE NEW SEC SYSTEM
PERFORMANCE ON DISCRIMINATION
India ( u + r ) (CONTD.)
Gini coefficients for New SEC system compared with benchmark

                                                Penetration
 Jam                                                 3.3
 Ketchup / Sauces                                    5.3
 Chocolates                                          6.6
 Instant Noodles                                     6.7
 Floor Cleaners                                      11.6
 Toilet Cleaners                                     14.1
 Soft drinks/Fruit Juices                            15.8
 Skin Creams/Lotions                                 21.4
 Utensil cleaners                                    29.7
 Fabric whiteners / blues                            49.8
 Toothpaste                                          57.7
 Shampoo                                             75.1
 Bathing Soaps / Liquid Soaps                        95.8

                                                                0            0.2           0.4           0.6            0.8            1
                            New System                                               Gini Values
                            Benchmark System (MHI)          *Purchased in the last 6 months except soft drinks, skin creams and chocolates
                                                                                Data Source: MRUC/ Hansa Research - IRS 2008 (Round 20)
27   THE NEW SEC SYSTEM                                                                                                              27
GINI CO-EFFICIENTS
Urban
Gini coefficients for New SEC system compared with benchmark
                                                 Penetration

 Own Microwave oven                                  1.0

 Own Internet access at home - Through PC / TV       1.9

 Own PC at home                                      4.5

 Own Camera (still/ digital)                         8.5

 Housewife have read a magazine in the last 7 days   12.7

 Own DVD player                                      15.7

 Own Kitchen Sink                                    20.9
 Own Telephone                                       23.8

 Own - Mobile / Cellular Phone                       25.9

 Receive Cable & Satellite                           60.0

 Own Pressure cooker                                 69.6

                                                               0   0.2         0.4         0.6         0.8           1

                                                                               Gini Values


                          New System
                          Current System                           Data Source: MRUC/ Hansa Research - IRS 2008 (Round 20)
28   THE NEW SEC SYSTEM                                                                                                  28
GINI CO-EFFICIENTS
Urban (CONTD.)
Gini coefficients for New SEC system compared with benchmark
                                                  Penetration

 Processed Cheese/Cheese Products
                                                        4.1
 Jam
                                                        8.9
 Ketchup / Sauces
                                                        15.2
 Chocolates
                                                        15.4
 Instant Noodles
                                                        17.4
 Soft drinks/Fruit Juices
                                                        28.3
 Floor Cleaners
                                                        30.2
 Skin Creams/Lotions
                                                        30.6
 Toilet Cleaners
                                                        32.0
 Utensil cleaners
                                                        59.9
 Fabric whiteners / blues
                                                        60.1
 Toothpaste
                                                        80.8
 Shampoo
                                                        84.9

                                                                0          0.2           0.4           0.6            0.8            1
                            New System                                            Gini Values
                                                          *Purchased in the last 6 months except soft drinks, skin creams and chocolates
                            Current System                              Data Source: MRUC/ Hansa Research - IRS 2008 (Round 20)
29   THE NEW SEC SYSTEM                                                                                                       29
GINI CO-EFFICIENTS
Rural
Gini coefficients for New SEC system compared with benchmark
                                                 Penetration

 Own Microwave oven                                  0.1

 Own Internet access at home - Through PC / TV       0.1

 Own PC at home                                      0.3

 Own Camera (still/ digital)                         1.3

 Own Kitchen Sink                                    2.7
 Housewife have read a magazine in the last 7 days   2.8
 Own DVD player                                      2.8
 Own - Mobile / Cellular Phone                       6.6
 Own Telephone                                       7.6
 Rural Assets - Table Fan                            13.4
 Receive Cable & Satellite                           18.6
 Own Pressure cooker                                 22.8

 Rural Assets - In-house toilet                      30.9

                                                               0   0.2       0.4          0.6         0.8          1
                             New System                                    Gini Values

                             Current System                        Data Source: MRUC/ Hansa Research - IRS 2008 (Round 20)
30   THE NEW SEC SYSTEM                                                                                                 30
GINI CO-EFFICIENTS
Rural (CONTD.)
Gini coefficients for New SEC system compared with benchmark
                                                   Penetration

 Instant Noodles                                       2.1

 Chocolates                                            2.8

 Floor Cleaners                                        3.5

 Toilet Cleaners                                       6.2

 Soft drinks/Fruit Juices                              10.4
 Utensil cleaners                                      16.5
 Skin Creams/Lotions                                   17.4
 Fabric whiteners / blues                              45.3
 Toothpaste                                            47.6
 Shampoo                                               70.8
 Biscuits                                              73.2

                                                               0        0.2           0.4            0.6           0.8            1

                                                                                      Gini Values


                            New System
                                                          *Purchased in the last 6 months except soft drinks, skin creams and chocolates
                            Current System                              Data Source: MRUC/ Hansa Research - IRS 2008 (Round 20)
31   THE NEW SEC SYSTEM
PERFORMANCE ON DISCRIMINATION
Conclusion




            The new SEC system is better than the current
            urban system , and much better than the current
            rural system




32   THE NEW SEC SYSTEM
PERFORMANCE OF THE SYSTEM
Homogeneity within the grade : India (u + r)
           MHI System                                              New SEC System
          Distribution of                 Inter Quartile           Distribution of                 Inter Quartile
  Level                     Median LIFE                    Level                     Median LIFE
          Households %                    Range (IQR)              Households %                    Range (IQR)

 1                    0.5          702              186    A1                  0.4          804              116

 2                    1.5          618              236    A2                  1.8          687              150

 3                    4.2          514              243    A3                  3.2          590              173

 4                    3.5          455              236    B1                  4.3          494              172

 5                    4.7          391              227    B2                  5.3          430              164

 6                    7.1          347              207    C1                  7.5          369              142

 7                   11.7          289              178    C2                  7.9          319              124

 8                   19.3          232              155    D1                 11.4          270              117

 9                   19.2          181              139    D2                 14.7          222              106

 10                  13.5          136              110    E1                 18.4          164               90

 11                  12.9          125              111    E2                 15.4          117               75

 12                   2.1            95             101    E3                  9.7            80              65
     THE NEW SEC SYSTEM                                                    Median LIFE (Urban + Rural): 220
PERFORMANCE OF THE SYSTEM
Homogeneity within the grade : Urban India
              Current SEC System                                         New SEC System
              Distribution of                 Inter Quartile           Distribution of                 Inter Quartile
      Level                     Median LIFE                    Level                     Median LIFE
              Households %                    Range (IQR)              Households %                    Range (IQR)

     SEC A1               2.8          702              189    A1                  1.1          807              106

     SEC A2               6.6          616              225    A2                  5.1          704              132

     SEC B1                                                    A3                  7.6          610              147
                          7.9          539              215
                                                               B1                  8.6          532              158
     SEC B2               8.0          467              221
                                                               B2                 10.2          463              158
     SEC C               20.5          408              210
                                                               C1                 12.9          399              136
     SEC D               24.0          320              167
                                                               C2                 11.6          347              118
     SEC E1              11.9          280              155
                                                               D1                 13.2          300              113
     SEC E2              18.2          212              137
                                                               D2                 12.6          251              100
                                                               E1                  9.8          194               92
                                                               E2                  4.7          148               93
                                                               E3                  2.6          112               80

34    THE NEW SEC SYSTEM                                                             Median LIFE (Urban India): 354
PERFORMANCE ON HOMOGENEITY
Conclusion




            The new SEC system is able to reduce
            heterogeneity within social grade- and stretch
            the differences by grade




35   THE NEW SEC SYSTEM
07



Conclusion

THE NEW SEC SYSTEM
In Conclusion

            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.

37   THE NEW SEC SYSTEM
Thank You



38   THE NEW SEC SYSTEM

More Related Content

What's hot

Dabur Strategy
Dabur StrategyDabur Strategy
Dabur StrategyMurali Raj
 
Cadbury sales force & channel management
Cadbury   sales force & channel managementCadbury   sales force & channel management
Cadbury sales force & channel managementMudit Bhargava
 
Mondelez India (Cadbury) ppt
Mondelez India (Cadbury) pptMondelez India (Cadbury) ppt
Mondelez India (Cadbury) pptrohit pandita
 
Oyo rooms (Marketing strategy)
Oyo rooms (Marketing strategy)Oyo rooms (Marketing strategy)
Oyo rooms (Marketing strategy)Prabhakar Mallik
 
Sales And Distribution of Cadbury
Sales And Distribution of CadburySales And Distribution of Cadbury
Sales And Distribution of CadburyBhavin Agrawal
 
Service Marketing: Gap model analysis of online delivery services
Service Marketing: Gap model analysis of online delivery servicesService Marketing: Gap model analysis of online delivery services
Service Marketing: Gap model analysis of online delivery servicesZaheer Sayyed
 
Ecom_Express_Brochure
Ecom_Express_BrochureEcom_Express_Brochure
Ecom_Express_BrochureGaurav Gupta
 
Service Marketing: Gap model analysis of a bank
Service Marketing: Gap model analysis of a bankService Marketing: Gap model analysis of a bank
Service Marketing: Gap model analysis of a bankZaheer Sayyed
 
Marketing Strategies of United Breweries Group for Indian Market
Marketing Strategies of United Breweries Group for Indian MarketMarketing Strategies of United Breweries Group for Indian Market
Marketing Strategies of United Breweries Group for Indian MarketDipanway Bhabuk
 
A small project report to study logistics and supply chain in details
A small project report to study logistics and supply chain in detailsA small project report to study logistics and supply chain in details
A small project report to study logistics and supply chain in detailsKumail Raza Muni
 
Strategic Marketing - Presentation on Gati Ltd
Strategic Marketing - Presentation on Gati LtdStrategic Marketing - Presentation on Gati Ltd
Strategic Marketing - Presentation on Gati LtdAbhishek Duttagupta
 
SWOT & PESTEL ANALYSIS OF HUL.pptx
SWOT & PESTEL ANALYSIS OF HUL.pptxSWOT & PESTEL ANALYSIS OF HUL.pptx
SWOT & PESTEL ANALYSIS OF HUL.pptxmanhar4
 
Internship Report on ITC Ltd. "A Study of various factors leading to purchase...
Internship Report on ITC Ltd. "A Study of various factors leading to purchase...Internship Report on ITC Ltd. "A Study of various factors leading to purchase...
Internship Report on ITC Ltd. "A Study of various factors leading to purchase...Justus George
 

What's hot (20)

Dabur Strategy
Dabur StrategyDabur Strategy
Dabur Strategy
 
Cadbury sales force & channel management
Cadbury   sales force & channel managementCadbury   sales force & channel management
Cadbury sales force & channel management
 
Cadbury's worm case
Cadbury's worm caseCadbury's worm case
Cadbury's worm case
 
Mondelez India (Cadbury) ppt
Mondelez India (Cadbury) pptMondelez India (Cadbury) ppt
Mondelez India (Cadbury) ppt
 
Oyo rooms (Marketing strategy)
Oyo rooms (Marketing strategy)Oyo rooms (Marketing strategy)
Oyo rooms (Marketing strategy)
 
Delhivery logistics
Delhivery logisticsDelhivery logistics
Delhivery logistics
 
Sales And Distribution of Cadbury
Sales And Distribution of CadburySales And Distribution of Cadbury
Sales And Distribution of Cadbury
 
IA FINAL
IA FINALIA FINAL
IA FINAL
 
Service Marketing: Gap model analysis of online delivery services
Service Marketing: Gap model analysis of online delivery servicesService Marketing: Gap model analysis of online delivery services
Service Marketing: Gap model analysis of online delivery services
 
Transport corporation of india hbj capital
Transport corporation of india   hbj capitalTransport corporation of india   hbj capital
Transport corporation of india hbj capital
 
Ecom_Express_Brochure
Ecom_Express_BrochureEcom_Express_Brochure
Ecom_Express_Brochure
 
Segmentation
SegmentationSegmentation
Segmentation
 
Service Marketing: Gap model analysis of a bank
Service Marketing: Gap model analysis of a bankService Marketing: Gap model analysis of a bank
Service Marketing: Gap model analysis of a bank
 
METRO CASH & CARRY
METRO CASH & CARRYMETRO CASH & CARRY
METRO CASH & CARRY
 
Marketing Strategies of United Breweries Group for Indian Market
Marketing Strategies of United Breweries Group for Indian MarketMarketing Strategies of United Breweries Group for Indian Market
Marketing Strategies of United Breweries Group for Indian Market
 
A small project report to study logistics and supply chain in details
A small project report to study logistics and supply chain in detailsA small project report to study logistics and supply chain in details
A small project report to study logistics and supply chain in details
 
Strategic Marketing - Presentation on Gati Ltd
Strategic Marketing - Presentation on Gati LtdStrategic Marketing - Presentation on Gati Ltd
Strategic Marketing - Presentation on Gati Ltd
 
SWOT & PESTEL ANALYSIS OF HUL.pptx
SWOT & PESTEL ANALYSIS OF HUL.pptxSWOT & PESTEL ANALYSIS OF HUL.pptx
SWOT & PESTEL ANALYSIS OF HUL.pptx
 
Airtel case study
Airtel case studyAirtel case study
Airtel case study
 
Internship Report on ITC Ltd. "A Study of various factors leading to purchase...
Internship Report on ITC Ltd. "A Study of various factors leading to purchase...Internship Report on ITC Ltd. "A Study of various factors leading to purchase...
Internship Report on ITC Ltd. "A Study of various factors leading to purchase...
 

Similar to Mumbai's New Socio-Economic Classification System

Medco healthsolutions report 2010
Medco healthsolutions report 2010Medco healthsolutions report 2010
Medco healthsolutions report 2010bueno buono good
 
Santander Bank Annual Report 2011 Annual review 2011
Santander Bank  Annual Report 2011 Annual review 2011 Santander Bank  Annual Report 2011 Annual review 2011
Santander Bank Annual Report 2011 Annual review 2011 BANCO SANTANDER
 
2473 2011 12_08_c_tw
2473 2011 12_08_c_tw2473 2011 12_08_c_tw
2473 2011 12_08_c_twyo9889
 
Aviation MRO IT: Emergence of SaaS and Convergence of BPO
Aviation MRO IT: Emergence of SaaS and Convergence of BPOAviation MRO IT: Emergence of SaaS and Convergence of BPO
Aviation MRO IT: Emergence of SaaS and Convergence of BPOguesta9496c4
 
Software proposal sample_project_3-_complex_saa_s_application_by_swproposal_com
Software proposal sample_project_3-_complex_saa_s_application_by_swproposal_comSoftware proposal sample_project_3-_complex_saa_s_application_by_swproposal_com
Software proposal sample_project_3-_complex_saa_s_application_by_swproposal_comOleg Zhuravlev
 
Apresentacao aes eletropaulo_1_t12_sem discurso_eng_final
Apresentacao aes eletropaulo_1_t12_sem discurso_eng_finalApresentacao aes eletropaulo_1_t12_sem discurso_eng_final
Apresentacao aes eletropaulo_1_t12_sem discurso_eng_finalAES Eletropaulo
 
59908624 15135821-airtel-financial-analysis
59908624 15135821-airtel-financial-analysis59908624 15135821-airtel-financial-analysis
59908624 15135821-airtel-financial-analysisvinodab1
 
STKI Summit 2011 Israeli Market Data
STKI Summit 2011 Israeli Market Data STKI Summit 2011 Israeli Market Data
STKI Summit 2011 Israeli Market Data Dr. Jimmy Schwarzkopf
 
2Q11 Results Presentation - AES Eletropaulo
2Q11 Results Presentation - AES Eletropaulo2Q11 Results Presentation - AES Eletropaulo
2Q11 Results Presentation - AES EletropauloAES Eletropaulo
 
Q1 2012 Investor Handout
Q1 2012 Investor HandoutQ1 2012 Investor Handout
Q1 2012 Investor HandoutBayer
 
W. R. berkley annual reports 2005
W. R. berkley annual reports 2005W. R. berkley annual reports 2005
W. R. berkley annual reports 2005finance37
 

Similar to Mumbai's New Socio-Economic Classification System (14)

Medco healthsolutions report 2010
Medco healthsolutions report 2010Medco healthsolutions report 2010
Medco healthsolutions report 2010
 
Santander Bank Annual Report 2011 Annual review 2011
Santander Bank  Annual Report 2011 Annual review 2011 Santander Bank  Annual Report 2011 Annual review 2011
Santander Bank Annual Report 2011 Annual review 2011
 
2473 2011 12_08_c_tw
2473 2011 12_08_c_tw2473 2011 12_08_c_tw
2473 2011 12_08_c_tw
 
Aviation MRO IT: Emergence of SaaS and Convergence of BPO
Aviation MRO IT: Emergence of SaaS and Convergence of BPOAviation MRO IT: Emergence of SaaS and Convergence of BPO
Aviation MRO IT: Emergence of SaaS and Convergence of BPO
 
Software proposal sample_project_3-_complex_saa_s_application_by_swproposal_com
Software proposal sample_project_3-_complex_saa_s_application_by_swproposal_comSoftware proposal sample_project_3-_complex_saa_s_application_by_swproposal_com
Software proposal sample_project_3-_complex_saa_s_application_by_swproposal_com
 
Manual
ManualManual
Manual
 
Apresentacao aes eletropaulo_1_t12_sem discurso_eng_final
Apresentacao aes eletropaulo_1_t12_sem discurso_eng_finalApresentacao aes eletropaulo_1_t12_sem discurso_eng_final
Apresentacao aes eletropaulo_1_t12_sem discurso_eng_final
 
59908624 15135821-airtel-financial-analysis
59908624 15135821-airtel-financial-analysis59908624 15135821-airtel-financial-analysis
59908624 15135821-airtel-financial-analysis
 
STKI Summit 2011 Israeli Market Data
STKI Summit 2011 Israeli Market Data STKI Summit 2011 Israeli Market Data
STKI Summit 2011 Israeli Market Data
 
Webcast 2Q11
Webcast 2Q11Webcast 2Q11
Webcast 2Q11
 
2Q11 Results Presentation - AES Eletropaulo
2Q11 Results Presentation - AES Eletropaulo2Q11 Results Presentation - AES Eletropaulo
2Q11 Results Presentation - AES Eletropaulo
 
Q1 2012 Investor Handout
Q1 2012 Investor HandoutQ1 2012 Investor Handout
Q1 2012 Investor Handout
 
W. R. berkley annual reports 2005
W. R. berkley annual reports 2005W. R. berkley annual reports 2005
W. R. berkley annual reports 2005
 
Q2 2009 Earning Report of Citigroup Inc.
Q2 2009 Earning Report of Citigroup Inc.Q2 2009 Earning Report of Citigroup Inc.
Q2 2009 Earning Report of Citigroup Inc.
 

More from Ramesh Kumar

Indian Startups & their Unique Challenges / Needs
Indian Startups & their Unique Challenges / NeedsIndian Startups & their Unique Challenges / Needs
Indian Startups & their Unique Challenges / NeedsRamesh Kumar
 
Little Known Secrets to Convey Anything Visually
Little Known Secrets to Convey Anything VisuallyLittle Known Secrets to Convey Anything Visually
Little Known Secrets to Convey Anything VisuallyRamesh Kumar
 
Determination :: The frog story
Determination :: The frog storyDetermination :: The frog story
Determination :: The frog storyRamesh Kumar
 
Corporate Lessons from a Bank Robbery Incident
Corporate Lessons from a Bank Robbery IncidentCorporate Lessons from a Bank Robbery Incident
Corporate Lessons from a Bank Robbery IncidentRamesh Kumar
 
Cloud computing - A hype or reality ?
Cloud computing - A hype or reality ? Cloud computing - A hype or reality ?
Cloud computing - A hype or reality ? Ramesh Kumar
 
GenY, GeNext & The New Media
GenY, GeNext & The New MediaGenY, GeNext & The New Media
GenY, GeNext & The New MediaRamesh Kumar
 
My Visual Resume for Echovme
My Visual Resume for EchovmeMy Visual Resume for Echovme
My Visual Resume for EchovmeRamesh Kumar
 
Effectiveness of Social Media as a Film Marketing Tool
Effectiveness of Social Media as a Film Marketing ToolEffectiveness of Social Media as a Film Marketing Tool
Effectiveness of Social Media as a Film Marketing ToolRamesh Kumar
 
Digital Rights Management for Animation & Gaming
Digital Rights Management for Animation & GamingDigital Rights Management for Animation & Gaming
Digital Rights Management for Animation & GamingRamesh Kumar
 
Management Information Systems - A Brief Overview
Management Information Systems - A Brief OverviewManagement Information Systems - A Brief Overview
Management Information Systems - A Brief OverviewRamesh Kumar
 
Business Case of S3D movies in India
Business Case of S3D movies in IndiaBusiness Case of S3D movies in India
Business Case of S3D movies in IndiaRamesh Kumar
 
Mobile Internet in India - Opportunities & Challenges
Mobile Internet in India - Opportunities & ChallengesMobile Internet in India - Opportunities & Challenges
Mobile Internet in India - Opportunities & ChallengesRamesh Kumar
 
Abandoned Story - Part II
Abandoned Story - Part IIAbandoned Story - Part II
Abandoned Story - Part IIRamesh Kumar
 
Exciting Trends (2010 to 2020)
Exciting Trends (2010 to 2020)Exciting Trends (2010 to 2020)
Exciting Trends (2010 to 2020)Ramesh Kumar
 
Challenges in Film Marketing
Challenges in Film MarketingChallenges in Film Marketing
Challenges in Film MarketingRamesh Kumar
 
Sample Business Presentation - Our Class Work
Sample Business Presentation - Our Class WorkSample Business Presentation - Our Class Work
Sample Business Presentation - Our Class WorkRamesh Kumar
 
Creative Analysis of 4 Movies
Creative Analysis of 4 MoviesCreative Analysis of 4 Movies
Creative Analysis of 4 MoviesRamesh Kumar
 

More from Ramesh Kumar (20)

Indian Startups & their Unique Challenges / Needs
Indian Startups & their Unique Challenges / NeedsIndian Startups & their Unique Challenges / Needs
Indian Startups & their Unique Challenges / Needs
 
Little Known Secrets to Convey Anything Visually
Little Known Secrets to Convey Anything VisuallyLittle Known Secrets to Convey Anything Visually
Little Known Secrets to Convey Anything Visually
 
Determination :: The frog story
Determination :: The frog storyDetermination :: The frog story
Determination :: The frog story
 
Corporate Lessons from a Bank Robbery Incident
Corporate Lessons from a Bank Robbery IncidentCorporate Lessons from a Bank Robbery Incident
Corporate Lessons from a Bank Robbery Incident
 
Cloud computing - A hype or reality ?
Cloud computing - A hype or reality ? Cloud computing - A hype or reality ?
Cloud computing - A hype or reality ?
 
GenY, GeNext & The New Media
GenY, GeNext & The New MediaGenY, GeNext & The New Media
GenY, GeNext & The New Media
 
Look back
Look backLook back
Look back
 
My Visual Resume for Echovme
My Visual Resume for EchovmeMy Visual Resume for Echovme
My Visual Resume for Echovme
 
Eve
EveEve
Eve
 
Effectiveness of Social Media as a Film Marketing Tool
Effectiveness of Social Media as a Film Marketing ToolEffectiveness of Social Media as a Film Marketing Tool
Effectiveness of Social Media as a Film Marketing Tool
 
Digital Rights Management for Animation & Gaming
Digital Rights Management for Animation & GamingDigital Rights Management for Animation & Gaming
Digital Rights Management for Animation & Gaming
 
Management Information Systems - A Brief Overview
Management Information Systems - A Brief OverviewManagement Information Systems - A Brief Overview
Management Information Systems - A Brief Overview
 
Film Pitching
Film PitchingFilm Pitching
Film Pitching
 
Business Case of S3D movies in India
Business Case of S3D movies in IndiaBusiness Case of S3D movies in India
Business Case of S3D movies in India
 
Mobile Internet in India - Opportunities & Challenges
Mobile Internet in India - Opportunities & ChallengesMobile Internet in India - Opportunities & Challenges
Mobile Internet in India - Opportunities & Challenges
 
Abandoned Story - Part II
Abandoned Story - Part IIAbandoned Story - Part II
Abandoned Story - Part II
 
Exciting Trends (2010 to 2020)
Exciting Trends (2010 to 2020)Exciting Trends (2010 to 2020)
Exciting Trends (2010 to 2020)
 
Challenges in Film Marketing
Challenges in Film MarketingChallenges in Film Marketing
Challenges in Film Marketing
 
Sample Business Presentation - Our Class Work
Sample Business Presentation - Our Class WorkSample Business Presentation - Our Class Work
Sample Business Presentation - Our Class Work
 
Creative Analysis of 4 Movies
Creative Analysis of 4 MoviesCreative Analysis of 4 Movies
Creative Analysis of 4 Movies
 

Recently uploaded

CALL ON ➥8923113531 🔝Call Girls Mahanagar Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Mahanagar Lucknow best sexual serviceCALL ON ➥8923113531 🔝Call Girls Mahanagar Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Mahanagar Lucknow best sexual serviceanilsa9823
 
(KAVYA) Call Girls Humayun Nagar ✔️Just Call 7001035870✔️ HI-Fi Hyderabad Esc...
(KAVYA) Call Girls Humayun Nagar ✔️Just Call 7001035870✔️ HI-Fi Hyderabad Esc...(KAVYA) Call Girls Humayun Nagar ✔️Just Call 7001035870✔️ HI-Fi Hyderabad Esc...
(KAVYA) Call Girls Humayun Nagar ✔️Just Call 7001035870✔️ HI-Fi Hyderabad Esc...Sanjna Singh
 
8377087607 Full Enjoy @24/7-CLEAN-Call Girls In Chhatarpur,
8377087607 Full Enjoy @24/7-CLEAN-Call Girls In Chhatarpur,8377087607 Full Enjoy @24/7-CLEAN-Call Girls In Chhatarpur,
8377087607 Full Enjoy @24/7-CLEAN-Call Girls In Chhatarpur,dollysharma2066
 
Understanding Relationship Anarchy: A Guide to Liberating Love | CIO Women Ma...
Understanding Relationship Anarchy: A Guide to Liberating Love | CIO Women Ma...Understanding Relationship Anarchy: A Guide to Liberating Love | CIO Women Ma...
Understanding Relationship Anarchy: A Guide to Liberating Love | CIO Women Ma...CIOWomenMagazine
 
办理国外毕业证学位证《原版美国montana文凭》蒙大拿州立大学毕业证制作成绩单修改
办理国外毕业证学位证《原版美国montana文凭》蒙大拿州立大学毕业证制作成绩单修改办理国外毕业证学位证《原版美国montana文凭》蒙大拿州立大学毕业证制作成绩单修改
办理国外毕业证学位证《原版美国montana文凭》蒙大拿州立大学毕业证制作成绩单修改atducpo
 
Call Girls Anjuna beach Mariott Resort ₰8588052666
Call Girls Anjuna beach Mariott Resort ₰8588052666Call Girls Anjuna beach Mariott Resort ₰8588052666
Call Girls Anjuna beach Mariott Resort ₰8588052666nishakur201
 
Breath, Brain & Beyond_A Holistic Approach to Peak Performance.pdf
Breath, Brain & Beyond_A Holistic Approach to Peak Performance.pdfBreath, Brain & Beyond_A Holistic Approach to Peak Performance.pdf
Breath, Brain & Beyond_A Holistic Approach to Peak Performance.pdfJess Walker
 
CALL ON ➥8923113531 🔝Call Girls Adil Nagar Lucknow best Female service
CALL ON ➥8923113531 🔝Call Girls Adil Nagar Lucknow best Female serviceCALL ON ➥8923113531 🔝Call Girls Adil Nagar Lucknow best Female service
CALL ON ➥8923113531 🔝Call Girls Adil Nagar Lucknow best Female serviceanilsa9823
 
9892124323, Call Girls in mumbai, Vashi Call Girls , Kurla Call girls
9892124323, Call Girls in mumbai, Vashi Call Girls , Kurla Call girls9892124323, Call Girls in mumbai, Vashi Call Girls , Kurla Call girls
9892124323, Call Girls in mumbai, Vashi Call Girls , Kurla Call girlsPooja Nehwal
 
Lucknow 💋 High Class Call Girls Lucknow 10k @ I'm VIP Independent Escorts Gir...
Lucknow 💋 High Class Call Girls Lucknow 10k @ I'm VIP Independent Escorts Gir...Lucknow 💋 High Class Call Girls Lucknow 10k @ I'm VIP Independent Escorts Gir...
Lucknow 💋 High Class Call Girls Lucknow 10k @ I'm VIP Independent Escorts Gir...anilsa9823
 
LC_YouSaidYes_NewBelieverBookletDone.pdf
LC_YouSaidYes_NewBelieverBookletDone.pdfLC_YouSaidYes_NewBelieverBookletDone.pdf
LC_YouSaidYes_NewBelieverBookletDone.pdfpastor83
 
Lilac Illustrated Social Psychology Presentation.pptx
Lilac Illustrated Social Psychology Presentation.pptxLilac Illustrated Social Psychology Presentation.pptx
Lilac Illustrated Social Psychology Presentation.pptxABMWeaklings
 
文凭办理《原版美国USU学位证书》犹他州立大学毕业证制作成绩单修改
文凭办理《原版美国USU学位证书》犹他州立大学毕业证制作成绩单修改文凭办理《原版美国USU学位证书》犹他州立大学毕业证制作成绩单修改
文凭办理《原版美国USU学位证书》犹他州立大学毕业证制作成绩单修改atducpo
 
Pokemon Go... Unraveling the Conspiracy Theory
Pokemon Go... Unraveling the Conspiracy TheoryPokemon Go... Unraveling the Conspiracy Theory
Pokemon Go... Unraveling the Conspiracy Theorydrae5
 
Independent Escorts in Lucknow (Adult Only) 👩🏽‍❤️‍💋‍👩🏼 8923113531 ♛ Escort S...
Independent Escorts in Lucknow  (Adult Only) 👩🏽‍❤️‍💋‍👩🏼 8923113531 ♛ Escort S...Independent Escorts in Lucknow  (Adult Only) 👩🏽‍❤️‍💋‍👩🏼 8923113531 ♛ Escort S...
Independent Escorts in Lucknow (Adult Only) 👩🏽‍❤️‍💋‍👩🏼 8923113531 ♛ Escort S...gurkirankumar98700
 
Top Rated Pune Call Girls Tingre Nagar ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated  Pune Call Girls Tingre Nagar ⟟ 6297143586 ⟟ Call Me For Genuine Se...Top Rated  Pune Call Girls Tingre Nagar ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated Pune Call Girls Tingre Nagar ⟟ 6297143586 ⟟ Call Me For Genuine Se...Call Girls in Nagpur High Profile
 
The Selfspace Journal Preview by Mindbrush
The Selfspace Journal Preview by MindbrushThe Selfspace Journal Preview by Mindbrush
The Selfspace Journal Preview by MindbrushShivain97
 
CALL ON ➥8923113531 🔝Call Girls Aliganj Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Aliganj Lucknow best sexual serviceCALL ON ➥8923113531 🔝Call Girls Aliganj Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Aliganj Lucknow best sexual serviceanilsa9823
 
call girls in candolim beach 9870370636] NORTH GOA ..
call girls in candolim beach 9870370636] NORTH GOA ..call girls in candolim beach 9870370636] NORTH GOA ..
call girls in candolim beach 9870370636] NORTH GOA ..nishakur201
 

Recently uploaded (20)

escort service sasti (*~Call Girls in Paschim Vihar Metro❤️9953056974
escort service  sasti (*~Call Girls in Paschim Vihar Metro❤️9953056974escort service  sasti (*~Call Girls in Paschim Vihar Metro❤️9953056974
escort service sasti (*~Call Girls in Paschim Vihar Metro❤️9953056974
 
CALL ON ➥8923113531 🔝Call Girls Mahanagar Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Mahanagar Lucknow best sexual serviceCALL ON ➥8923113531 🔝Call Girls Mahanagar Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Mahanagar Lucknow best sexual service
 
(KAVYA) Call Girls Humayun Nagar ✔️Just Call 7001035870✔️ HI-Fi Hyderabad Esc...
(KAVYA) Call Girls Humayun Nagar ✔️Just Call 7001035870✔️ HI-Fi Hyderabad Esc...(KAVYA) Call Girls Humayun Nagar ✔️Just Call 7001035870✔️ HI-Fi Hyderabad Esc...
(KAVYA) Call Girls Humayun Nagar ✔️Just Call 7001035870✔️ HI-Fi Hyderabad Esc...
 
8377087607 Full Enjoy @24/7-CLEAN-Call Girls In Chhatarpur,
8377087607 Full Enjoy @24/7-CLEAN-Call Girls In Chhatarpur,8377087607 Full Enjoy @24/7-CLEAN-Call Girls In Chhatarpur,
8377087607 Full Enjoy @24/7-CLEAN-Call Girls In Chhatarpur,
 
Understanding Relationship Anarchy: A Guide to Liberating Love | CIO Women Ma...
Understanding Relationship Anarchy: A Guide to Liberating Love | CIO Women Ma...Understanding Relationship Anarchy: A Guide to Liberating Love | CIO Women Ma...
Understanding Relationship Anarchy: A Guide to Liberating Love | CIO Women Ma...
 
办理国外毕业证学位证《原版美国montana文凭》蒙大拿州立大学毕业证制作成绩单修改
办理国外毕业证学位证《原版美国montana文凭》蒙大拿州立大学毕业证制作成绩单修改办理国外毕业证学位证《原版美国montana文凭》蒙大拿州立大学毕业证制作成绩单修改
办理国外毕业证学位证《原版美国montana文凭》蒙大拿州立大学毕业证制作成绩单修改
 
Call Girls Anjuna beach Mariott Resort ₰8588052666
Call Girls Anjuna beach Mariott Resort ₰8588052666Call Girls Anjuna beach Mariott Resort ₰8588052666
Call Girls Anjuna beach Mariott Resort ₰8588052666
 
Breath, Brain & Beyond_A Holistic Approach to Peak Performance.pdf
Breath, Brain & Beyond_A Holistic Approach to Peak Performance.pdfBreath, Brain & Beyond_A Holistic Approach to Peak Performance.pdf
Breath, Brain & Beyond_A Holistic Approach to Peak Performance.pdf
 
CALL ON ➥8923113531 🔝Call Girls Adil Nagar Lucknow best Female service
CALL ON ➥8923113531 🔝Call Girls Adil Nagar Lucknow best Female serviceCALL ON ➥8923113531 🔝Call Girls Adil Nagar Lucknow best Female service
CALL ON ➥8923113531 🔝Call Girls Adil Nagar Lucknow best Female service
 
9892124323, Call Girls in mumbai, Vashi Call Girls , Kurla Call girls
9892124323, Call Girls in mumbai, Vashi Call Girls , Kurla Call girls9892124323, Call Girls in mumbai, Vashi Call Girls , Kurla Call girls
9892124323, Call Girls in mumbai, Vashi Call Girls , Kurla Call girls
 
Lucknow 💋 High Class Call Girls Lucknow 10k @ I'm VIP Independent Escorts Gir...
Lucknow 💋 High Class Call Girls Lucknow 10k @ I'm VIP Independent Escorts Gir...Lucknow 💋 High Class Call Girls Lucknow 10k @ I'm VIP Independent Escorts Gir...
Lucknow 💋 High Class Call Girls Lucknow 10k @ I'm VIP Independent Escorts Gir...
 
LC_YouSaidYes_NewBelieverBookletDone.pdf
LC_YouSaidYes_NewBelieverBookletDone.pdfLC_YouSaidYes_NewBelieverBookletDone.pdf
LC_YouSaidYes_NewBelieverBookletDone.pdf
 
Lilac Illustrated Social Psychology Presentation.pptx
Lilac Illustrated Social Psychology Presentation.pptxLilac Illustrated Social Psychology Presentation.pptx
Lilac Illustrated Social Psychology Presentation.pptx
 
文凭办理《原版美国USU学位证书》犹他州立大学毕业证制作成绩单修改
文凭办理《原版美国USU学位证书》犹他州立大学毕业证制作成绩单修改文凭办理《原版美国USU学位证书》犹他州立大学毕业证制作成绩单修改
文凭办理《原版美国USU学位证书》犹他州立大学毕业证制作成绩单修改
 
Pokemon Go... Unraveling the Conspiracy Theory
Pokemon Go... Unraveling the Conspiracy TheoryPokemon Go... Unraveling the Conspiracy Theory
Pokemon Go... Unraveling the Conspiracy Theory
 
Independent Escorts in Lucknow (Adult Only) 👩🏽‍❤️‍💋‍👩🏼 8923113531 ♛ Escort S...
Independent Escorts in Lucknow  (Adult Only) 👩🏽‍❤️‍💋‍👩🏼 8923113531 ♛ Escort S...Independent Escorts in Lucknow  (Adult Only) 👩🏽‍❤️‍💋‍👩🏼 8923113531 ♛ Escort S...
Independent Escorts in Lucknow (Adult Only) 👩🏽‍❤️‍💋‍👩🏼 8923113531 ♛ Escort S...
 
Top Rated Pune Call Girls Tingre Nagar ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated  Pune Call Girls Tingre Nagar ⟟ 6297143586 ⟟ Call Me For Genuine Se...Top Rated  Pune Call Girls Tingre Nagar ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated Pune Call Girls Tingre Nagar ⟟ 6297143586 ⟟ Call Me For Genuine Se...
 
The Selfspace Journal Preview by Mindbrush
The Selfspace Journal Preview by MindbrushThe Selfspace Journal Preview by Mindbrush
The Selfspace Journal Preview by Mindbrush
 
CALL ON ➥8923113531 🔝Call Girls Aliganj Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Aliganj Lucknow best sexual serviceCALL ON ➥8923113531 🔝Call Girls Aliganj Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Aliganj Lucknow best sexual service
 
call girls in candolim beach 9870370636] NORTH GOA ..
call girls in candolim beach 9870370636] NORTH GOA ..call girls in candolim beach 9870370636] NORTH GOA ..
call girls in candolim beach 9870370636] NORTH GOA ..
 

Mumbai's New Socio-Economic Classification System

  • 1. MUMBAI. MAY 3, 2011 SOCIO-ECONOMIC CLASSIFICATION-2011 The New SEC system THE NEW SEC SYSTEM
  • 2. What is the new SEC system? 01 How do we classify a household in the new SEC system? 02 What are the advantages/ drawbacks of the new SEC system? 03 How was the new SEC system created? 04 What are the other systems that we considered? 05 What is the performance of the new SEC system? 06 Conclusion 07 THE NEW SEC SYSTEM
  • 3. 01 What is the new SEC system? 3 THE NEW SEC SYSTEM
  • 4. 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 THE NEW SEC SYSTEM
  • 5. DISTRIBUTION OF HOUSEHOLDS India ( urban + rural ) New SEC System 18.4 14.7 15.4 11.4 9.7 7.5 7.9 5.3 4.3 3.2 1.8 0.4 A1 A2 A3 B1 B2 C1 C2 D1 D2 E1 E2 E3 *Figures in percentage This round of analysis has been conducted using data from IRS 2008 (round 20)*. We have drawn a sub-sample of 39,441 5 THE NEW SEC SYSTEM
  • 6. DISTRIBUTION OF HOUSEHOLDS Urban New SEC System 12.9 13.2 12.6 11.6 10.2 9.8 8.6 7.6 5.1 4.7 2.6 1.1 A1 A2 A3 B1 B2 C1 C2 D1 D2 E1 E2 E3 Current Urban SEC system The current urban SEC system has 8 grades, 24 and is based on occupation and education of 20.5 chief earner 18.2 11.9 7.9 8 6.6 2.8 A1 A2 B1 B2 C D E1 E2 6 THE NEW SEC SYSTEM
  • 7. DISTRIBUTION OF HOUSEHOLDS Rural New SEC System 22.2 20.1 15.6 12.8 10.7 6.2 5.1 2.3 3.2 0.4 1.3 0.04 A1 A2 A3 B1 B2 C1 C2 D1 D2 E1 E2 E3 Current Rural SEC system 43 The current rural SEC system has 4 grades, 40.3 and is based on education of chief earner and material used in construction of dwelling 12.3 4.3 R1 R2 R3 R4 THE NEW SEC SYSTEM 7
  • 8. 02 How do we classify a household in the new SEC system? 8 THE NEW SEC SYSTEM
  • 9. Just two questions THAT NEED TO BE ASKED 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. 9 THE NEW SEC SYSTEM
  • 10. RECORDING The grid 01 Items owned / have access at home Circle Tick Electricity Connection 01 √ Ceiling Fan 02 √ LPG Stove 03 √ Two Wheeler 04 √ Colour TV 05 √ 1a 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 8 10 THE NEW SEC SYSTEM
  • 11. RECORDING The grid Chief Earner: Education (Q2) 02 Literate Some but no Graduate/ College Graduate/ No. of formal Post School- 5 (incl a Post Illiterate schooling/ SSC/ HSC Graduate: Durables to 9 years Diploma) Graduate: School- Profession (TRANSFER but not General Upto 4 al FROM Q1) Grad years 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 11 THE NEW SEC SYSTEM
  • 12. 03 What are the advantages of the new SEC system? THE NEW SEC SYSTEM
  • 13. Advantages OF 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 THE NEW SEC SYSTEM
  • 14. 03 Are there any drawbacks to the new SEC system? THE NEW SEC SYSTEM
  • 15. There are no serious problems. But… 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 THE NEW SEC SYSTEM
  • 16. 04 How did we go about creating the new system? THE NEW SEC SYSTEM
  • 17. How we created the new system 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 17 THE NEW SEC SYSTEM
  • 18. The building blocks that were available to us ‘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 NEW SEC SYSTEM
  • 19. How we arrange the blocks ‘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. The LIFE score is used to decide the order of groups defined by two or more In all we used 34 items: giving weights in variables inverse proportion to usage/ownership 19 THE NEW SEC SYSTEM
  • 20. The basis of measuring the discrimination 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 NEW SEC SYSTEM
  • 21. 05 What were the other systems that we considered? THE NEW SEC SYSTEM
  • 22. We’ve evaluated many options Point based system using education of highest educated individual, press exposure of A system based on housewife, and ownership of occupation and education of durables plus other aspects 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 22 THE NEW SEC SYSTEM
  • 23. 06 Performance of the new SEC system THE NEW SEC SYSTEM
  • 24. PENETRATION New vs Current system (urban) New SEC system Current urban SEC system Have internet access at home Have internet access at home 60 54 60 50 50 40 40 30 30 19 20 20 13 9 10 5 10 4 2 0 0 0 0 0 0 0 0 2 1 0 0 0 0 0 A1 A2 A3 B1 B2 C1 C2 D1 D2 E1 E2 E3 A1 A2 B1 B2 C D E1 E2 Household subscribe any Newspaper Household subscribe any Newspaper 100 96 100 90 82 90 84 80 80 71 68 70 70 60 54 60 56 50 50 43 38 40 40 30 30 23 30 20 15 12 20 13 10 10 5 2 3 10 3 1 0 0 A1 A2 A3 B1 B2 C1 C2 D1 D2 E1 E2 E3 A1 A2 B1 B2 C D E1 E2 24 THE NEW SEC SYSTEM MRUC/Hansa Research –IRS 2008 (round 20)
  • 25. PENETRATION New vs Current system (urban) (CONTD.) New SEC system Current urban SEC system Receive Cable & Satellite Receive Cable & Satellite 98 100 92 90 100 90 85 83 90 86 84 80 80 80 74 80 76 69 70 70 58 60 49 60 49 50 50 40 35 40 33 30 30 16 20 20 10 5 10 1 0 0 A1 A2 A3 B1 B2 C1 C2 D1 D2 E1 E2 E3 A1 A2 B1 B2 C D E1 E2 Purchased in Past 6 Months - Ketchup / Sauces Purchased in Past 6 Months - Ketchup / Sauces 80 72 80 70 70 60 53 60 55 50 50 37 40 40 40 28 30 23 30 19 19 16 20 13 20 9 7 9 7 10 5 5 3 10 5 2 0 0 A1 A2 A3 B1 B2 C1 C2 D1 D2 E1 E2 E3 A1 A2 B1 B2 C D E1 E2 25 THE NEW SEC SYSTEM MRUC/Hansa Research –IRS 2008 (round 20)
  • 26. PERFORMANCE ON DISCRIMINATION India ( u + r ) Gini coefficients for New SEC system compared with benchmark Penetration Own Microwave oven 0.4 Own Internet access at home - Through PC / TV 0.7 Own PC at home 1.6 Own Camera (still/ digital) 3.5 Housewife have read a magazine in the last 7 5.8 days Own DVD player 6.8 Own Kitchen Sink 8.2 Own - Mobile / Cellular Phone 12.4 Own Telephone 12.6 Receive Cable & Satellite 31.2 Own Pressure cooker 37.0 0 0.2 0.4 0.6 0.8 1 New System Gini Values Benchmark System (MHI) Data Source: MRUC/ Hansa Research - IRS 2008 (Round 20) 26 THE NEW SEC SYSTEM
  • 27. PERFORMANCE ON DISCRIMINATION India ( u + r ) (CONTD.) Gini coefficients for New SEC system compared with benchmark Penetration Jam 3.3 Ketchup / Sauces 5.3 Chocolates 6.6 Instant Noodles 6.7 Floor Cleaners 11.6 Toilet Cleaners 14.1 Soft drinks/Fruit Juices 15.8 Skin Creams/Lotions 21.4 Utensil cleaners 29.7 Fabric whiteners / blues 49.8 Toothpaste 57.7 Shampoo 75.1 Bathing Soaps / Liquid Soaps 95.8 0 0.2 0.4 0.6 0.8 1 New System Gini Values Benchmark System (MHI) *Purchased in the last 6 months except soft drinks, skin creams and chocolates Data Source: MRUC/ Hansa Research - IRS 2008 (Round 20) 27 THE NEW SEC SYSTEM 27
  • 28. GINI CO-EFFICIENTS Urban Gini coefficients for New SEC system compared with benchmark Penetration Own Microwave oven 1.0 Own Internet access at home - Through PC / TV 1.9 Own PC at home 4.5 Own Camera (still/ digital) 8.5 Housewife have read a magazine in the last 7 days 12.7 Own DVD player 15.7 Own Kitchen Sink 20.9 Own Telephone 23.8 Own - Mobile / Cellular Phone 25.9 Receive Cable & Satellite 60.0 Own Pressure cooker 69.6 0 0.2 0.4 0.6 0.8 1 Gini Values New System Current System Data Source: MRUC/ Hansa Research - IRS 2008 (Round 20) 28 THE NEW SEC SYSTEM 28
  • 29. GINI CO-EFFICIENTS Urban (CONTD.) Gini coefficients for New SEC system compared with benchmark Penetration Processed Cheese/Cheese Products 4.1 Jam 8.9 Ketchup / Sauces 15.2 Chocolates 15.4 Instant Noodles 17.4 Soft drinks/Fruit Juices 28.3 Floor Cleaners 30.2 Skin Creams/Lotions 30.6 Toilet Cleaners 32.0 Utensil cleaners 59.9 Fabric whiteners / blues 60.1 Toothpaste 80.8 Shampoo 84.9 0 0.2 0.4 0.6 0.8 1 New System Gini Values *Purchased in the last 6 months except soft drinks, skin creams and chocolates Current System Data Source: MRUC/ Hansa Research - IRS 2008 (Round 20) 29 THE NEW SEC SYSTEM 29
  • 30. GINI CO-EFFICIENTS Rural Gini coefficients for New SEC system compared with benchmark Penetration Own Microwave oven 0.1 Own Internet access at home - Through PC / TV 0.1 Own PC at home 0.3 Own Camera (still/ digital) 1.3 Own Kitchen Sink 2.7 Housewife have read a magazine in the last 7 days 2.8 Own DVD player 2.8 Own - Mobile / Cellular Phone 6.6 Own Telephone 7.6 Rural Assets - Table Fan 13.4 Receive Cable & Satellite 18.6 Own Pressure cooker 22.8 Rural Assets - In-house toilet 30.9 0 0.2 0.4 0.6 0.8 1 New System Gini Values Current System Data Source: MRUC/ Hansa Research - IRS 2008 (Round 20) 30 THE NEW SEC SYSTEM 30
  • 31. GINI CO-EFFICIENTS Rural (CONTD.) Gini coefficients for New SEC system compared with benchmark Penetration Instant Noodles 2.1 Chocolates 2.8 Floor Cleaners 3.5 Toilet Cleaners 6.2 Soft drinks/Fruit Juices 10.4 Utensil cleaners 16.5 Skin Creams/Lotions 17.4 Fabric whiteners / blues 45.3 Toothpaste 47.6 Shampoo 70.8 Biscuits 73.2 0 0.2 0.4 0.6 0.8 1 Gini Values New System *Purchased in the last 6 months except soft drinks, skin creams and chocolates Current System Data Source: MRUC/ Hansa Research - IRS 2008 (Round 20) 31 THE NEW SEC SYSTEM
  • 32. PERFORMANCE ON DISCRIMINATION Conclusion The new SEC system is better than the current urban system , and much better than the current rural system 32 THE NEW SEC SYSTEM
  • 33. PERFORMANCE OF THE SYSTEM Homogeneity within the grade : India (u + r) MHI System New SEC System Distribution of Inter Quartile Distribution of Inter Quartile Level Median LIFE Level Median LIFE Households % Range (IQR) Households % Range (IQR) 1 0.5 702 186 A1 0.4 804 116 2 1.5 618 236 A2 1.8 687 150 3 4.2 514 243 A3 3.2 590 173 4 3.5 455 236 B1 4.3 494 172 5 4.7 391 227 B2 5.3 430 164 6 7.1 347 207 C1 7.5 369 142 7 11.7 289 178 C2 7.9 319 124 8 19.3 232 155 D1 11.4 270 117 9 19.2 181 139 D2 14.7 222 106 10 13.5 136 110 E1 18.4 164 90 11 12.9 125 111 E2 15.4 117 75 12 2.1 95 101 E3 9.7 80 65 THE NEW SEC SYSTEM Median LIFE (Urban + Rural): 220
  • 34. PERFORMANCE OF THE SYSTEM Homogeneity within the grade : Urban India Current SEC System New SEC System Distribution of Inter Quartile Distribution of Inter Quartile Level Median LIFE Level Median LIFE Households % Range (IQR) Households % Range (IQR) SEC A1 2.8 702 189 A1 1.1 807 106 SEC A2 6.6 616 225 A2 5.1 704 132 SEC B1 A3 7.6 610 147 7.9 539 215 B1 8.6 532 158 SEC B2 8.0 467 221 B2 10.2 463 158 SEC C 20.5 408 210 C1 12.9 399 136 SEC D 24.0 320 167 C2 11.6 347 118 SEC E1 11.9 280 155 D1 13.2 300 113 SEC E2 18.2 212 137 D2 12.6 251 100 E1 9.8 194 92 E2 4.7 148 93 E3 2.6 112 80 34 THE NEW SEC SYSTEM Median LIFE (Urban India): 354
  • 35. PERFORMANCE ON HOMOGENEITY Conclusion The new SEC system is able to reduce heterogeneity within social grade- and stretch the differences by grade 35 THE NEW SEC SYSTEM
  • 37. In Conclusion 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. 37 THE NEW SEC SYSTEM
  • 38. Thank You 38 THE NEW SEC SYSTEM