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Measuring Poverty in Microfinance



              Sharlene Brown
              National Director
                April 5, 2012
Agenda

1. Social Performance Management Umbrella
2. Vision for Poverty Measurement in the Microfinance Sector
3. Progress out of Poverty Index (PPI): Poverty Index vs Market Index
4. Purpose & Construction of the PPI
5. Example: Tanzania PPI
6. Uses & Users of the PPI
7. Case Study: NWTF
8. Q & A
Poverty Outreach Debate
Social Performance Management




     Poverty                         Responsibility to
     measurement       Client        the environment
                       Protection
          Governance   Principles
          issues          Responsibility to
                          staff
PPI: Then & Now
•   First PPI created in 2005
•   7 years later, there are:
     • 44 PPIs
     • 150 PPI users
         • 123 practitioners
         • 27 intermediaries
     • Certified PPI Users
         • 12 Certified PPI Users
         • 9 are Oikocredit partners
             • 5 trained and supported by Oikocredit through capacity
               building
A Quick Review of a Market Index

Why do market indices exit?
  • To give us an understanding of how the market (the economy)
    is moving
  • Serve as benchmarks for our investments
A Poverty Index …
• Recognizes the established poverty
  benchmarks for national & international poverty
  rates for a given country


• Allows pro-poor organizations to benchmark
  poverty distributions to national & int’l poverty
  levels
PPI: An innovative approach to estimate poverty
     An innovative tool that uses data collected by national
     governments and takes the form an index. The PPI is country
     specific.
                                    Example of a market index

      National Survey




                          +



 8
The PPI is…
• A 10-question poverty scorecard
• Country-specific and measures economic poverty
• Intentionally focused on non-financial indicators
• Has categorical indicators: family, house, and
  ownership of consumer durables
• Indicators tend to be verifiable, liable to change
  over time, and easy to answer
The PPI: An index with a specific purpose
Is…                                                Is Not…
Very specific in its focus: Intended to estimate Intended to capture all facets of
economic poverty based on household              poverty
expenditure
10 indicators statistically derived from the       10 randomly chosen indicators
most currently available national household
income expenditure of a given country

A tool with categorical indicators that are        All encompassing
highly predicative of poverty, verifiable, quick
to answer, and liable to change over time

10 indicators viewed as one (concept of an         10 individual unrelated questions
index)
A whole made up of 10 parts




10
Purpose: PPI vs Market Index
PPI                                                 Market Index: S&P 500
Gives poverty-focused organizations an              Gives investors and consumers an
understanding of the poverty outreach of            understanding of the direction of the US
their portfolio at a point in time                  economy at a point in time
Based on 10 indicators statistically                Based on 500 companies with strong
predictive of poverty from the group of             representation in the US economy – the
questions asked in the HIES*                        500 with the largest influence on the
                                                    economy (market capitalization)
No one indicator in the index gives us a            No one company in the index gives us a
sense of the poverty situation of a client. It is   sense of where the US economy is
what ALL 10 questions TOGETHER tell us              going; it is what ALL 500 companies tell
that is useful                                      us TOGETHER that is useful

Each indicator has a weight (scores                 Each company has a weight
associated with the questions)
MFIs and other poverty-focused                      Investors/consumers compare the total
organizations can use outreach numbers              index value over time to see the trend of
over time to understand improvement in the          the economy
poverty context of the portfolio over time
11                                     *HIES = Household income expenditure survey
Construction: PPI vs Market Index
PPI                                       Market Index: S&P 500
Takes the indicators with the strongest   Takes the largest companies in the
correlation to poverty                    US

Universe: Indicators selected from
questions asked in a specific             Universe: S&P 500 companies
government’s household income             selected from the largest companies
expenditure survey                        in the US
Other considerations: Verifiable, easy    Other considerations: Stable
to ask, liable to change over time, and   financial profile and liquidity (in
culturally acceptable                     addition to size)


      Note: Both indices start with the objective and add a bit of
      expert judgment through Other Considerations



12
Construction of the PPI
National Survey
                   All indicators on the national household survey
                      are ranked according to how strongly they
                                predict poverty levels .
                    The full list of 400-1000 indicators is narrowed
                            to the 100 most powerful ones.


                                  100 indicators


                  Using both statistics and expert judgment, a 10
                        indicator scorecard is constructed.

                                                                                    PPI
                                  10 indicators                        Likelihood
                                                                                          Scorecard
                                                                         Table


                     Each possible response is assigned point
                                                                                     +
                    value based on the original national survey
                  responses. The total score (summing from 0 to
                    100) is then linked to probabilities of falling
                         above or below the poverty lines.
Construction: More on Togetherness
  Key Concept: The PPI is built indicator by indicator.
                                                                                    Possible Options

                               Indicator #2         = Indicator #1            + Indicator #2


 Indicator #1                  Indicator #2         = Indicator #1            + Indicator #2


 Use statistical               Indicator #2             Indicator #1
                                                        =                     + Indicator #2
 analysis to determine
 the question with the
 strongest ability to
 predict poverty
                                                                 Statistical analysis used to   BEST TWO
                                                                 determine the best two
                                                                 questions that TOGETHER
                                                                 strongly predicts poverty

Once we determine the two questions with the best ability to predict poverty, we repeat the
process starting with the best two and continue using statistical analysis to find the 3rd,
then 4th , and so on until we arrive at 10 indicators -- all statistically linked together

   14
Viewing the PPI as a Whole
Observation: PPI users struggle with viewing the PPI as 10 questions
statistically linked together

                                                         Car
          Components of a car


                                       ≠

Think of the parts of a car. By themselves, they are just components with limited
value, but together they would make up a car. If I gave you only a wheel or car door,
you can’t drive those things down the street. Each PPI indicator is a like a part. You
need all the parts to drive the car. All 10 indicators together is what estimates the
poverty rate of a group of clients.

 15
PPI: Tanzania
Use of HIES and PPI Data
 Practically every government uses house income expenditure surveys to
 understand the poverty levels of their citizens. The PPI uses the data framework
 (house income expenditure surveys) provided by governments to create a tool that
 is useful for MFIs and other poverty focused organizations.




     HIES = Household income expenditure survey
17
Who Uses the PPI?
•   MFIs and poverty-focused organizations
•   National and/or regional associations
•   Social investors, funders, and int’l NGOs
•   Others (Governments, etc.)




                                                18
Direct PPI Data Collection from Partners

                                         Oikocredit/Social
                                         Investor




                                                             Partners/Investees
    Each partner/investee collects PPI data and shares
    results with funder
Indirect PPI Data Collection from Partners

                                              Funder/Social
                                              Investor




                                                                Partners/Investees
       Funder/Social Investor takes the lead and deploys
       interviewers to a sample of their portfolio to collect
       data
Vision for Poverty Outreach Data




         Make client-focused   Track outreach &
         decisions             movement over time
PPI MFI User: NWTF, Philippines
Pilot
    Census of one branch (Cauayan)

Implementation
    Integrated the PPI collection across all branches after piloting
    Collected information on additional indicators to use as it refines its
       outreach and its products and services
    Compared data by branch to understand what products and services are
       most effective

Outcomes
   Changed its eligibility requirements for incoming clients by targeting 10
     percent of clients above the poverty line
   Facilitated entry for the poorest clients by adjusting loan size, loan cycle
     period and possible pre-payment options




22
Resources
INDUSTRY
•   Imp-Act Consortium: www.imp-act.org/
•   Social Performance Task Force: Sptf.info


SUBJECT SPECIFIC
•   Grameen Foundation’s PPI: Progressoutofpoverty.org
•   Oikocredit’s Social Performance: oikocredit.org/socialperformance

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Oikocredit USA: Measuring Poverty Outreach

  • 1. Measuring Poverty in Microfinance Sharlene Brown National Director April 5, 2012
  • 2. Agenda 1. Social Performance Management Umbrella 2. Vision for Poverty Measurement in the Microfinance Sector 3. Progress out of Poverty Index (PPI): Poverty Index vs Market Index 4. Purpose & Construction of the PPI 5. Example: Tanzania PPI 6. Uses & Users of the PPI 7. Case Study: NWTF 8. Q & A
  • 4. Social Performance Management Poverty Responsibility to measurement Client the environment Protection Governance Principles issues Responsibility to staff
  • 5. PPI: Then & Now • First PPI created in 2005 • 7 years later, there are: • 44 PPIs • 150 PPI users • 123 practitioners • 27 intermediaries • Certified PPI Users • 12 Certified PPI Users • 9 are Oikocredit partners • 5 trained and supported by Oikocredit through capacity building
  • 6. A Quick Review of a Market Index Why do market indices exit? • To give us an understanding of how the market (the economy) is moving • Serve as benchmarks for our investments
  • 7. A Poverty Index … • Recognizes the established poverty benchmarks for national & international poverty rates for a given country • Allows pro-poor organizations to benchmark poverty distributions to national & int’l poverty levels
  • 8. PPI: An innovative approach to estimate poverty An innovative tool that uses data collected by national governments and takes the form an index. The PPI is country specific. Example of a market index National Survey + 8
  • 9. The PPI is… • A 10-question poverty scorecard • Country-specific and measures economic poverty • Intentionally focused on non-financial indicators • Has categorical indicators: family, house, and ownership of consumer durables • Indicators tend to be verifiable, liable to change over time, and easy to answer
  • 10. The PPI: An index with a specific purpose Is… Is Not… Very specific in its focus: Intended to estimate Intended to capture all facets of economic poverty based on household poverty expenditure 10 indicators statistically derived from the 10 randomly chosen indicators most currently available national household income expenditure of a given country A tool with categorical indicators that are All encompassing highly predicative of poverty, verifiable, quick to answer, and liable to change over time 10 indicators viewed as one (concept of an 10 individual unrelated questions index) A whole made up of 10 parts 10
  • 11. Purpose: PPI vs Market Index PPI Market Index: S&P 500 Gives poverty-focused organizations an Gives investors and consumers an understanding of the poverty outreach of understanding of the direction of the US their portfolio at a point in time economy at a point in time Based on 10 indicators statistically Based on 500 companies with strong predictive of poverty from the group of representation in the US economy – the questions asked in the HIES* 500 with the largest influence on the economy (market capitalization) No one indicator in the index gives us a No one company in the index gives us a sense of the poverty situation of a client. It is sense of where the US economy is what ALL 10 questions TOGETHER tell us going; it is what ALL 500 companies tell that is useful us TOGETHER that is useful Each indicator has a weight (scores Each company has a weight associated with the questions) MFIs and other poverty-focused Investors/consumers compare the total organizations can use outreach numbers index value over time to see the trend of over time to understand improvement in the the economy poverty context of the portfolio over time 11 *HIES = Household income expenditure survey
  • 12. Construction: PPI vs Market Index PPI Market Index: S&P 500 Takes the indicators with the strongest Takes the largest companies in the correlation to poverty US Universe: Indicators selected from questions asked in a specific Universe: S&P 500 companies government’s household income selected from the largest companies expenditure survey in the US Other considerations: Verifiable, easy Other considerations: Stable to ask, liable to change over time, and financial profile and liquidity (in culturally acceptable addition to size) Note: Both indices start with the objective and add a bit of expert judgment through Other Considerations 12
  • 13. Construction of the PPI National Survey All indicators on the national household survey are ranked according to how strongly they predict poverty levels . The full list of 400-1000 indicators is narrowed to the 100 most powerful ones. 100 indicators Using both statistics and expert judgment, a 10 indicator scorecard is constructed. PPI 10 indicators Likelihood Scorecard Table Each possible response is assigned point + value based on the original national survey responses. The total score (summing from 0 to 100) is then linked to probabilities of falling above or below the poverty lines.
  • 14. Construction: More on Togetherness Key Concept: The PPI is built indicator by indicator. Possible Options Indicator #2 = Indicator #1 + Indicator #2 Indicator #1 Indicator #2 = Indicator #1 + Indicator #2 Use statistical Indicator #2 Indicator #1 = + Indicator #2 analysis to determine the question with the strongest ability to predict poverty Statistical analysis used to BEST TWO determine the best two questions that TOGETHER strongly predicts poverty Once we determine the two questions with the best ability to predict poverty, we repeat the process starting with the best two and continue using statistical analysis to find the 3rd, then 4th , and so on until we arrive at 10 indicators -- all statistically linked together 14
  • 15. Viewing the PPI as a Whole Observation: PPI users struggle with viewing the PPI as 10 questions statistically linked together Car Components of a car ≠ Think of the parts of a car. By themselves, they are just components with limited value, but together they would make up a car. If I gave you only a wheel or car door, you can’t drive those things down the street. Each PPI indicator is a like a part. You need all the parts to drive the car. All 10 indicators together is what estimates the poverty rate of a group of clients. 15
  • 17. Use of HIES and PPI Data Practically every government uses house income expenditure surveys to understand the poverty levels of their citizens. The PPI uses the data framework (house income expenditure surveys) provided by governments to create a tool that is useful for MFIs and other poverty focused organizations. HIES = Household income expenditure survey 17
  • 18. Who Uses the PPI? • MFIs and poverty-focused organizations • National and/or regional associations • Social investors, funders, and int’l NGOs • Others (Governments, etc.) 18
  • 19. Direct PPI Data Collection from Partners Oikocredit/Social Investor Partners/Investees Each partner/investee collects PPI data and shares results with funder
  • 20. Indirect PPI Data Collection from Partners Funder/Social Investor Partners/Investees Funder/Social Investor takes the lead and deploys interviewers to a sample of their portfolio to collect data
  • 21. Vision for Poverty Outreach Data Make client-focused Track outreach & decisions movement over time
  • 22. PPI MFI User: NWTF, Philippines Pilot Census of one branch (Cauayan) Implementation Integrated the PPI collection across all branches after piloting Collected information on additional indicators to use as it refines its outreach and its products and services Compared data by branch to understand what products and services are most effective Outcomes Changed its eligibility requirements for incoming clients by targeting 10 percent of clients above the poverty line Facilitated entry for the poorest clients by adjusting loan size, loan cycle period and possible pre-payment options 22
  • 23. Resources INDUSTRY • Imp-Act Consortium: www.imp-act.org/ • Social Performance Task Force: Sptf.info SUBJECT SPECIFIC • Grameen Foundation’s PPI: Progressoutofpoverty.org • Oikocredit’s Social Performance: oikocredit.org/socialperformance

Editor's Notes

  1. www.oikocredit.org
  2. www.oikocredit.org
  3. www.oikocredit.org
  4. Founder’s syndrome www.oikocredit.org
  5. www.oikocredit.org
  6. First step, uncertainty coeficient. Logit regression to build the scorecard. After all indicators are tested, each indicator is selected based on several factors. The factors that contribute to the indicator selection include the: (used when conducting expert judgment process) - Ability to improve accuracy - Likelihood of acceptance by users (determined by simplicity, cost of collection, and “face validity” in terms of experience, theory, and common sense) - Ability to change values as poverty status changes over time Capacity to contribute to question variety (in comparison with other indicators already in the PPI) - Ease of observation/verification
  7. The parts of the car are just that parts of a car – a door, a window, a wheel. Together these components are put together to create a car. We take the parts to create a whole – we see the whole picture – the car.
  8. www.oikocredit.org
  9. www.oikocredit.org
  10. Progress out of Poverty Index December 2007 Grameen Foundation NWTF results for their pilot implementation. Other indicators: age, type of business, number of entrepreneurial activities, rural or urban setting
  11. www.oikocredit.org