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Conducting Financial Sector Surveys in
            South Africa


              George Kershoff
              Deputy Director
   Bureau for Economic Research (BER),
    Stellenbosch University, South Africa
Overview

1.   The need for a financial sector survey
2.   The survey method
3.   The validity of the results
The need for a financial sector survey

๏ฎ   To improve the coverage and cyclical
    characteristics of business tendency surveys
    (BTS)
๏ฎ   To produce timely and consistent
    information on the performance of firms in
    the financial sector
The survey method

1.    The international experience
2.    Sample design
     a)   Target population
     b)   Sampling method and panel creation
     c)   Sample size and representativeness
3.    Questionnaire
4.    Processing of the results
     a)   Weighting
     b)   Treatment of non-responses
The international experience

๏ฎ   BTS coverage expanded to the other service
    sectors, but not the financial sector.
๏ฎ   Why not?
    ๏ฎ   Few firms
    ๏ฎ   No reference series of an invisible activity
The target population

                                                                     Unive
                                                                             Panel
                                                                     rse
                Transac- Private banking, micro-lending, retail
Retail banks    tional        banking, business banking, corporate    33      15
                banking       banking, asset & fleet financing

Investment      Financial Corporate finance, private equity,
                market        project finance, treasury, stock        49      11
banks                         broking
                activity
Investment      Institutional (pension), retail (unit trust) and
                                                                      64      31
managers        private client business
                Individual life and group life & employee
Life insurers                                                         21      12
                benefit business
Short term
                General insurers                                      16       8
insurers

Total                                                                 183     77
The target population

                                                                     Unive
                                                                             Panel
                                                                     rse
                Transac- Private banking, micro-lending, retail
Retail banks    tional        banking, business banking, corporate    33      15
                banking       banking, asset & fleet financing

Investment      Financial Corporate finance, private equity,
                market        project finance, treasury, stock        49      11
banks                         broking
                activity
Investment      Institutional (pension), retail (unit trust) and
                                                                      64      31
managers        private client business
                Individual life and group life & employee
Life insurers                                                         21      12
                benefit business
Short term
                General insurers                                      16       8
insurers

Total                                                                 183     77
The target population

                                                                     Unive
                                                                             Panel
                                                                     rse
                Transac- Private banking, micro-lending, retail
Retail banks    tional        banking, business banking, corporate    33      15
                banking       banking, asset & fleet financing

Investment      Financial Corporate finance, private equity,
                market        project finance, treasury, stock        49      11
banks                         broking
                activity
Investment      Institutional (pension), retail (unit trust) and
                                                                      64      31
managers        private client business
                Individual life and group life & employee
Life insurers                                                         21      12
                benefit business
Short term
                General insurers                                      16       8
insurers

Total                                                                 183     77
The target population

                                                                     Unive
                                                                             Panel
                                                                     rse
                Transac- Private banking, micro-lending, retail
Retail banks    tional        banking, business banking, corporate    33      15
                banking       banking, asset & fleet financing

Investment      Financial Corporate finance, private equity,
                market        project finance, treasury, stock        49      11
banks                         broking
                activity
Investment      Institutional (pension), retail (unit trust) and
                                                                      64      31
managers        private client business
                Individual life and group life & employee
Life insurers                                                         21      12
                benefit business
Short term
                General insurers                                      16       8
insurers

Total                                                                 183     77
The target population

                                                                     Unive
                                                                             Panel
                                                                     rse
                Transac- Private banking, micro-lending, retail
Retail banks    tional        banking, business banking, corporate    33      15
                banking       banking, asset & fleet financing

Investment      Financial Corporate finance, private equity,
                market        project finance, treasury, stock        49      11
banks                         broking
                activity
Investment      Institutional (pension), retail (unit trust) and
                                                                      64      31
managers        private client business
                Individual life and group life & employee
Life insurers                                                         21      12
                benefit business
Short term
                General insurers                                      16       8
insurers

Total                                                                 183     77
The target population

                                                                     Unive
                                                                             Panel
                                                                     rse
                Transac- Private banking, micro-lending, retail
Retail banks    tional        banking, business banking, corporate    33      15
                banking       banking, asset & fleet financing

Investment      Financial Corporate finance, private equity,
                market        project finance, treasury, stock        49      11
banks                         broking
                activity
Investment      Institutional (pension), retail (unit trust) and
                                                                      64      31
managers        private client business
                Individual life and group life & employee
Life insurers                                                         21      12
                benefit business
Short term
                General insurers                                      16       8
insurers

Total                                                                 183     77
Sampling method and panel creation

๏ฎ   Compiled a sampling frame / business register
๏ฎ   The response units = head of business units
    (kind-of-activity units)
๏ฎ   Purposive (non-random) sampling
๏ฎ   Establish a fixed panel
Sample size and representativeness

๏ฎ   Panel vs. universe
    ๏ฎ   Number of firms
    ๏ฎ   Size of firms
๏ฎ   Response rate
๏ฎ   Importance of the representativeness of the
    sampling units of a qualitative survey vs. that of
    a quantitative survey
    ๏ฎ   Ordinal scaled data
    ๏ฎ   Missing at random assumption
Questionnaire

๏ฎ   Compare SA, UK and Swiss questionnaires
    ๏ฎ   Customised per sector
    ๏ฎ   Length
    ๏ฎ   Variables covered in all surveys and countries
         ๏ฎ
             Rating of the overall business situation
         ๏ฎ
             Change in income
         ๏ฎ
             Change in employment
         ๏ฎ
             Change in profitability
Processing of the results

๏ฎ   Firm, sector and sample weights
๏ฎ   Treatment of non-responses
๏ฎ   Revisions
The validity of the banking survey
results
๏ฎ   Compare the survey data (in net balance
    format) and the corresponding quantitative data
    (calculated as year-on-year growth rates)
๏ฎ   Draw charts to see how closely the lines and
    turning points fit
๏ฎ   Calculate the correlation coefficient
    ๏ฎ   Log transform the data to provide for non-linearity, a
        not normal distribution, different formats and outliers
Operating expenses                                                                                                        Investment income

        90                                                                                        25                      100                                                                                        250
        80                                                                                                                80                                                                                         200
        70                                                                                        20
                                                                                                                          60
                                                                                                                                                                                                                     150
        60
                                                                                                                          40




                                                                                                                                                                                                                            % ch YoY
                                                                                                       % ch YoY
                                                                                                  15                                                                                                                 100
        50




                                                                                                                  Net %
Net %




                                                                                                                          20
        40                                                                                                                                                                                                           50
                                                                                                  10                       0
        30
                                                                                                                                                                                                                     0
        20                                                                                        5                       -20
        10                                                                                                                -40                                                                                        -50
        0                                                                                         0                       -60                                                                                        -100
             02Q1

                    02Q3



                                  03Q3

                                         04Q1

                                                04Q3



                                                              05Q3

                                                                      06Q1

                                                                             06Q3

                                                                                    07Q1

                                                                                           07Q3
                           03Q1




                                                       05Q1




                                                                                                                                              03Q1
                                                                                                                                                     03Q3




                                                                                                                                                                                 05Q3
                                                                                                                                                                                         06Q1




                                                                                                                                                                                                              07Q3
                                                                                                                                02Q1
                                                                                                                                       02Q3




                                                                                                                                                            04Q1
                                                                                                                                                                   04Q3

                                                                                                                                                                          05Q1




                                                                                                                                                                                                06Q3
                                                                                                                                                                                                       07Q1
                                     Survey (lhs)                    SARB (rhs)
                                                                                                                                                      Survey (lhs)                      SARB (rhs)
Operating expenses                                                                                                        Investment income

        90                                                                                        25                      100                                                                                        250
        80                                                                                                                80                                                                                         200
        70                                                                                        20
                                                                                                                          60
                                                                                                                                                                                                                     150
        60
                                                                                                                          40




                                                                                                                                                                                                                            % ch YoY
                                                                                                       % ch YoY
                                                                                                  15                                                                                                                 100
        50




                                                                                                                  Net %
Net %




                                                                                                                          20
        40                                                                                                                                                                                                           50
                                                                                                  10                       0
        30
                                                                                                                                                                                                                     0
        20                                                                                        5                       -20
        10                                                                                                                -40                                                                                        -50
        0                                                                                         0                       -60                                                                                        -100
             02Q1

                    02Q3



                                  03Q3

                                         04Q1

                                                04Q3



                                                              05Q3

                                                                      06Q1

                                                                             06Q3

                                                                                    07Q1

                                                                                           07Q3
                           03Q1




                                                       05Q1




                                                                                                                                              03Q1
                                                                                                                                                     03Q3




                                                                                                                                                                                 05Q3
                                                                                                                                                                                         06Q1




                                                                                                                                                                                                              07Q3
                                                                                                                                02Q1
                                                                                                                                       02Q3




                                                                                                                                                            04Q1
                                                                                                                                                                   04Q3

                                                                                                                                                                          05Q1




                                                                                                                                                                                                06Q3
                                                                                                                                                                                                       07Q1
                                     Survey (lhs)                    SARB (rhs)
                                                                                                                                                      Survey (lhs)                      SARB (rhs)
๏ฎ   Correlation
    ๏ฎ   High (80%): investment income, non-interest income
    ๏ฎ   Medium (40%): total income, operating expenses,
        employment
๏ฎ   Compared to other countries and surveys
The way forward

๏ฎ   Produce a reference series
๏ฎ   Fine tune weights and method of substitution

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Conducting financial sector surveys in South Africa

  • 1. Conducting Financial Sector Surveys in South Africa George Kershoff Deputy Director Bureau for Economic Research (BER), Stellenbosch University, South Africa
  • 2. Overview 1. The need for a financial sector survey 2. The survey method 3. The validity of the results
  • 3. The need for a financial sector survey ๏ฎ To improve the coverage and cyclical characteristics of business tendency surveys (BTS) ๏ฎ To produce timely and consistent information on the performance of firms in the financial sector
  • 4. The survey method 1. The international experience 2. Sample design a) Target population b) Sampling method and panel creation c) Sample size and representativeness 3. Questionnaire 4. Processing of the results a) Weighting b) Treatment of non-responses
  • 5. The international experience ๏ฎ BTS coverage expanded to the other service sectors, but not the financial sector. ๏ฎ Why not? ๏ฎ Few firms ๏ฎ No reference series of an invisible activity
  • 6. The target population Unive Panel rse Transac- Private banking, micro-lending, retail Retail banks tional banking, business banking, corporate 33 15 banking banking, asset & fleet financing Investment Financial Corporate finance, private equity, market project finance, treasury, stock 49 11 banks broking activity Investment Institutional (pension), retail (unit trust) and 64 31 managers private client business Individual life and group life & employee Life insurers 21 12 benefit business Short term General insurers 16 8 insurers Total 183 77
  • 7. The target population Unive Panel rse Transac- Private banking, micro-lending, retail Retail banks tional banking, business banking, corporate 33 15 banking banking, asset & fleet financing Investment Financial Corporate finance, private equity, market project finance, treasury, stock 49 11 banks broking activity Investment Institutional (pension), retail (unit trust) and 64 31 managers private client business Individual life and group life & employee Life insurers 21 12 benefit business Short term General insurers 16 8 insurers Total 183 77
  • 8. The target population Unive Panel rse Transac- Private banking, micro-lending, retail Retail banks tional banking, business banking, corporate 33 15 banking banking, asset & fleet financing Investment Financial Corporate finance, private equity, market project finance, treasury, stock 49 11 banks broking activity Investment Institutional (pension), retail (unit trust) and 64 31 managers private client business Individual life and group life & employee Life insurers 21 12 benefit business Short term General insurers 16 8 insurers Total 183 77
  • 9. The target population Unive Panel rse Transac- Private banking, micro-lending, retail Retail banks tional banking, business banking, corporate 33 15 banking banking, asset & fleet financing Investment Financial Corporate finance, private equity, market project finance, treasury, stock 49 11 banks broking activity Investment Institutional (pension), retail (unit trust) and 64 31 managers private client business Individual life and group life & employee Life insurers 21 12 benefit business Short term General insurers 16 8 insurers Total 183 77
  • 10. The target population Unive Panel rse Transac- Private banking, micro-lending, retail Retail banks tional banking, business banking, corporate 33 15 banking banking, asset & fleet financing Investment Financial Corporate finance, private equity, market project finance, treasury, stock 49 11 banks broking activity Investment Institutional (pension), retail (unit trust) and 64 31 managers private client business Individual life and group life & employee Life insurers 21 12 benefit business Short term General insurers 16 8 insurers Total 183 77
  • 11. The target population Unive Panel rse Transac- Private banking, micro-lending, retail Retail banks tional banking, business banking, corporate 33 15 banking banking, asset & fleet financing Investment Financial Corporate finance, private equity, market project finance, treasury, stock 49 11 banks broking activity Investment Institutional (pension), retail (unit trust) and 64 31 managers private client business Individual life and group life & employee Life insurers 21 12 benefit business Short term General insurers 16 8 insurers Total 183 77
  • 12. Sampling method and panel creation ๏ฎ Compiled a sampling frame / business register ๏ฎ The response units = head of business units (kind-of-activity units) ๏ฎ Purposive (non-random) sampling ๏ฎ Establish a fixed panel
  • 13. Sample size and representativeness ๏ฎ Panel vs. universe ๏ฎ Number of firms ๏ฎ Size of firms ๏ฎ Response rate ๏ฎ Importance of the representativeness of the sampling units of a qualitative survey vs. that of a quantitative survey ๏ฎ Ordinal scaled data ๏ฎ Missing at random assumption
  • 14. Questionnaire ๏ฎ Compare SA, UK and Swiss questionnaires ๏ฎ Customised per sector ๏ฎ Length ๏ฎ Variables covered in all surveys and countries ๏ฎ Rating of the overall business situation ๏ฎ Change in income ๏ฎ Change in employment ๏ฎ Change in profitability
  • 15. Processing of the results ๏ฎ Firm, sector and sample weights ๏ฎ Treatment of non-responses ๏ฎ Revisions
  • 16. The validity of the banking survey results ๏ฎ Compare the survey data (in net balance format) and the corresponding quantitative data (calculated as year-on-year growth rates) ๏ฎ Draw charts to see how closely the lines and turning points fit ๏ฎ Calculate the correlation coefficient ๏ฎ Log transform the data to provide for non-linearity, a not normal distribution, different formats and outliers
  • 17. Operating expenses Investment income 90 25 100 250 80 80 200 70 20 60 150 60 40 % ch YoY % ch YoY 15 100 50 Net % Net % 20 40 50 10 0 30 0 20 5 -20 10 -40 -50 0 0 -60 -100 02Q1 02Q3 03Q3 04Q1 04Q3 05Q3 06Q1 06Q3 07Q1 07Q3 03Q1 05Q1 03Q1 03Q3 05Q3 06Q1 07Q3 02Q1 02Q3 04Q1 04Q3 05Q1 06Q3 07Q1 Survey (lhs) SARB (rhs) Survey (lhs) SARB (rhs)
  • 18. Operating expenses Investment income 90 25 100 250 80 80 200 70 20 60 150 60 40 % ch YoY % ch YoY 15 100 50 Net % Net % 20 40 50 10 0 30 0 20 5 -20 10 -40 -50 0 0 -60 -100 02Q1 02Q3 03Q3 04Q1 04Q3 05Q3 06Q1 06Q3 07Q1 07Q3 03Q1 05Q1 03Q1 03Q3 05Q3 06Q1 07Q3 02Q1 02Q3 04Q1 04Q3 05Q1 06Q3 07Q1 Survey (lhs) SARB (rhs) Survey (lhs) SARB (rhs)
  • 19. ๏ฎ Correlation ๏ฎ High (80%): investment income, non-interest income ๏ฎ Medium (40%): total income, operating expenses, employment ๏ฎ Compared to other countries and surveys
  • 20. The way forward ๏ฎ Produce a reference series ๏ฎ Fine tune weights and method of substitution