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Why Poverty Persists:
Poverty Dynamics in Asia and Africa
                Bob Baulch
        (CPRC and Tan Tao University)




                                        1
2
Overview of Book
• This book analyses what traps people in chronic
  poverty, and what allows them to escape from
  it, using long-term panel surveys
• Aims to synthesize the main findings from selected
  panel studies commissioned by the CPRC’s Poverty
  Dynamics and Economic Mobility Theme
• Contains six country studies: from
  Bangladesh, Ethiopia, Nepal, Pakistan, South
  Africa, & Vietnam
• Pays careful attention to the issues of attrition and
  tracking, measurement error , and modelling of
  poverty dynamics
• Published in US in September 2011, with a paperback3
  edition from September 2012
Introductory Remarks
• CPRC defines chronic poverty as extended
  duration poverty, measured in absolute terms
• Reducing chronic poverty involves decreasing
  the stock of chronic poverty people by
  increasing the flows of people escaping
  poverty, while decreasing the flows of non-poor
  people entering it
• We therefore need to understand:
  – What enables people to escape chronic poverty?
  – What traps people in chronic poverty?
  – What leads people to fall into chronic poverty?
                                                      4
Key Findings 1:
 What enables people to escape CP?
• The processes which enable people to escape chronic
  poverty are gradual, and are often interrupted by short-
  term set-backs.
• Households who escape poverty are often at early
  stages in their life cycles (they may well fall back into chronic
  poverty in later life)
• A family member obtaining regular employment or
  establishing a successful non-farm business often
  allows their household to escape CP
• The causes of improvements for some are causes of
  decline for others

                                                                 5
Escaping Chronic Poverty
Key findings 2:
           What traps people in CP?
• Lack of assets are crucial maintainers of CP
• Lack of education and ethnicity-caste-race lock people
  into persistent poverty
• Adverse geography, customs and social obligations also
  play important roles in perpetuating chronic poverty
• Limited evidence for a threshold (of either land or non-
  land assets) beyond which households are more likely to
  escape from chronic poverty



                                                        7
Maintainers of Chronic Poverty
Key findings 3:
 What leads people to fall into CP?
• Rather than a single shock, it is two or three ‘negative
  events’ happening in rapid succession that usually
  propel households into chronic poverty
• In non-arid environments, negative events at the
  household level are more important than
  community/area level shocks. In arid and semi-arid
  environments, community/ area level shocks have
  greater importance
• Lack of education makes individuals more vulnerable to
  falling into chronic poverty
• In South Asia, a lack of brothers/close male relatives is
  often associated with females falling into poverty
                                                         9
Falling Into Chronic Poverty




              +
Policy Conclusions
  Chronic Poverty: What is to be done?
• No blue-prints solutions for reducing chronic poverty
  but certain theme recur time and time again in the
  6 country studies in Why Poverty Persists
• Reducing chronic poverty involves decreasing the
  ‘stock’ of people trapped in poverty by increasing
  the ‘flows’ of people escaping poverty while
  decreasing the ‘flows’ of people entering it.
• So we need to examine what can be done to:
  – Promote escapes from chronic poverty
  – Prevent descents into chronic poverty
Promoting Escapes
         from Chronic Poverty (1)
• Growth is good but it is not enough
  (‘a rising tide does not raise all boats’)
• Disadvantaged and marginalised groups are likely
  to be excluded from the benefits of growth
• Need for meso-level measures to ensure that the
  benefits of growth are spread widely
• Distinguish between measures to improve
  returns to the CP’s existing endowments, and
  those which enhance their asset base
Promoting Escapes
      from Chronic Poverty (2)
1. Measures to improve the returns to the CP’s
   endowments
  –   Labour market and migration policies
  –   Employment guarantee and workfare schemes
  –   Minimum wage policies
  –   Anti-discrimination initiatives
2. Measures to improve the asset base of the CP
  – Asset accumulation often involves trading-up assets
  – Complementary assets are usually needed
  – Microfinance and social funds may be useful
Preventing Descents
          into Chronic Poverty (1)
• Social safety nets in most countries consists of many
  ad hoc interventions designed to protect people and
  households against specific shocks
• Descents into poverty often happen rapidly after 2 or 3
  shocks or negative events happen in rapid succession
• Broader social protection policies (e.g., social
  insurance, social assistance and labour market policies)
  can provide protection against a range of risks
• Social safety nets programmes must complement each
  other and be able to be scaled-up and down quickly
Preventing Descents
        into Chronic Poverty (2)
• Protecting the asset base of the poor/near poor
  against erosion in times of crisis
  – Employment guarantee and workfare schemes
  – Conditional and unconditional cash transfers
           plus, in some cases:
  – Contributory social insurance schemes
• Credible and reliable social protection
  programmes are essential to reducing downward
  mobility and increasing upward mobility
Concluding Remarks
• St Mark’s Gospel states ‘the poor ye shall ever have with
  you’
• If poverty is defined in relative terms, this statement is
  probably unavoidable
• But if poverty is defined in absolute terms, one can talk
  about the reduction and, in the long-term, even the
  elimination of chronic poverty
• Reducing chronic poverty requires a transformative
  approach to development, in which equitable access to
  employment, broad-based investments in education, and
  effective social protection all have central roles
Further Information




      www.e-elgar.com

                        17
Attrition and Tracking
                                        % of
                           Number households
Country         Period     of panel   attriting    Remarks
                            waves   (between first
                                    and last waves)

               1996/97-                               Rural households; local tracking including
Bangladesh                   2+         6.3%
               2006/07                                splits
                                                      Rural households, local tracking excluding
Ethiopia       1994-2004      5         12.1%
                                                      splits
                1995/6-
Nepal                         2         21.9%         Rural + urban households, local tracking
                2003/4
               1987/88-                               Rural households in Sindh Province,
Pakistan                     2+         5.4%
               2004/05                                including splits and descendants
                                                      Rural + urban households in Kwazulu Natal;
South Africa   1994-2004      3         37.9%         local tracking including splits and
                                                      descendants
                                                      Rural + urban households ; local tracking
Vietnam        2002-2006      3         14.6%
                                                      excluding splits and temporary migrants
                                                                                                 18
Measurement Error
                               Chronic Poor           Poverty Exits          Never Poor
                Reliability
Country
                   Index      Observed   Adjusted   Observed   Adjusted   Observed   Adjusted




Ethiopia,       0.468          9.7%      10.5%       24.8%     10.0%       55.0%       76.2%
1994-99-2004


South Africa,   0.871          29.2%     31.8%       10.2%     18.1%       36.1%       40.0%
1993-98-2004

Vietnam,        0.911          11.8%     12.3%       16.6%     14.2%       70.0%       73.5%
2002-04-06




                                                                                                19
Modelling Poverty Dynamics
    • No single, commonly accepted method
    for modelling poverty dynamics

Discrete Variable Models    Continuous Variable Models
• Multinomial logit         • Fixed effects
• Ordered logit or probit   • Random effects
• Sequential logit model    • Inter-quantile regressions




                                                           20

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Why Poverty Persists by Bob Baulch

  • 1. Why Poverty Persists: Poverty Dynamics in Asia and Africa Bob Baulch (CPRC and Tan Tao University) 1
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  • 3. Overview of Book • This book analyses what traps people in chronic poverty, and what allows them to escape from it, using long-term panel surveys • Aims to synthesize the main findings from selected panel studies commissioned by the CPRC’s Poverty Dynamics and Economic Mobility Theme • Contains six country studies: from Bangladesh, Ethiopia, Nepal, Pakistan, South Africa, & Vietnam • Pays careful attention to the issues of attrition and tracking, measurement error , and modelling of poverty dynamics • Published in US in September 2011, with a paperback3 edition from September 2012
  • 4. Introductory Remarks • CPRC defines chronic poverty as extended duration poverty, measured in absolute terms • Reducing chronic poverty involves decreasing the stock of chronic poverty people by increasing the flows of people escaping poverty, while decreasing the flows of non-poor people entering it • We therefore need to understand: – What enables people to escape chronic poverty? – What traps people in chronic poverty? – What leads people to fall into chronic poverty? 4
  • 5. Key Findings 1: What enables people to escape CP? • The processes which enable people to escape chronic poverty are gradual, and are often interrupted by short- term set-backs. • Households who escape poverty are often at early stages in their life cycles (they may well fall back into chronic poverty in later life) • A family member obtaining regular employment or establishing a successful non-farm business often allows their household to escape CP • The causes of improvements for some are causes of decline for others 5
  • 7. Key findings 2: What traps people in CP? • Lack of assets are crucial maintainers of CP • Lack of education and ethnicity-caste-race lock people into persistent poverty • Adverse geography, customs and social obligations also play important roles in perpetuating chronic poverty • Limited evidence for a threshold (of either land or non- land assets) beyond which households are more likely to escape from chronic poverty 7
  • 9. Key findings 3: What leads people to fall into CP? • Rather than a single shock, it is two or three ‘negative events’ happening in rapid succession that usually propel households into chronic poverty • In non-arid environments, negative events at the household level are more important than community/area level shocks. In arid and semi-arid environments, community/ area level shocks have greater importance • Lack of education makes individuals more vulnerable to falling into chronic poverty • In South Asia, a lack of brothers/close male relatives is often associated with females falling into poverty 9
  • 10. Falling Into Chronic Poverty +
  • 11. Policy Conclusions Chronic Poverty: What is to be done? • No blue-prints solutions for reducing chronic poverty but certain theme recur time and time again in the 6 country studies in Why Poverty Persists • Reducing chronic poverty involves decreasing the ‘stock’ of people trapped in poverty by increasing the ‘flows’ of people escaping poverty while decreasing the ‘flows’ of people entering it. • So we need to examine what can be done to: – Promote escapes from chronic poverty – Prevent descents into chronic poverty
  • 12. Promoting Escapes from Chronic Poverty (1) • Growth is good but it is not enough (‘a rising tide does not raise all boats’) • Disadvantaged and marginalised groups are likely to be excluded from the benefits of growth • Need for meso-level measures to ensure that the benefits of growth are spread widely • Distinguish between measures to improve returns to the CP’s existing endowments, and those which enhance their asset base
  • 13. Promoting Escapes from Chronic Poverty (2) 1. Measures to improve the returns to the CP’s endowments – Labour market and migration policies – Employment guarantee and workfare schemes – Minimum wage policies – Anti-discrimination initiatives 2. Measures to improve the asset base of the CP – Asset accumulation often involves trading-up assets – Complementary assets are usually needed – Microfinance and social funds may be useful
  • 14. Preventing Descents into Chronic Poverty (1) • Social safety nets in most countries consists of many ad hoc interventions designed to protect people and households against specific shocks • Descents into poverty often happen rapidly after 2 or 3 shocks or negative events happen in rapid succession • Broader social protection policies (e.g., social insurance, social assistance and labour market policies) can provide protection against a range of risks • Social safety nets programmes must complement each other and be able to be scaled-up and down quickly
  • 15. Preventing Descents into Chronic Poverty (2) • Protecting the asset base of the poor/near poor against erosion in times of crisis – Employment guarantee and workfare schemes – Conditional and unconditional cash transfers plus, in some cases: – Contributory social insurance schemes • Credible and reliable social protection programmes are essential to reducing downward mobility and increasing upward mobility
  • 16. Concluding Remarks • St Mark’s Gospel states ‘the poor ye shall ever have with you’ • If poverty is defined in relative terms, this statement is probably unavoidable • But if poverty is defined in absolute terms, one can talk about the reduction and, in the long-term, even the elimination of chronic poverty • Reducing chronic poverty requires a transformative approach to development, in which equitable access to employment, broad-based investments in education, and effective social protection all have central roles
  • 17. Further Information www.e-elgar.com 17
  • 18. Attrition and Tracking % of Number households Country Period of panel attriting Remarks waves (between first and last waves) 1996/97- Rural households; local tracking including Bangladesh 2+ 6.3% 2006/07 splits Rural households, local tracking excluding Ethiopia 1994-2004 5 12.1% splits 1995/6- Nepal 2 21.9% Rural + urban households, local tracking 2003/4 1987/88- Rural households in Sindh Province, Pakistan 2+ 5.4% 2004/05 including splits and descendants Rural + urban households in Kwazulu Natal; South Africa 1994-2004 3 37.9% local tracking including splits and descendants Rural + urban households ; local tracking Vietnam 2002-2006 3 14.6% excluding splits and temporary migrants 18
  • 19. Measurement Error Chronic Poor Poverty Exits Never Poor Reliability Country Index Observed Adjusted Observed Adjusted Observed Adjusted Ethiopia, 0.468 9.7% 10.5% 24.8% 10.0% 55.0% 76.2% 1994-99-2004 South Africa, 0.871 29.2% 31.8% 10.2% 18.1% 36.1% 40.0% 1993-98-2004 Vietnam, 0.911 11.8% 12.3% 16.6% 14.2% 70.0% 73.5% 2002-04-06 19
  • 20. Modelling Poverty Dynamics • No single, commonly accepted method for modelling poverty dynamics Discrete Variable Models Continuous Variable Models • Multinomial logit • Fixed effects • Ordered logit or probit • Random effects • Sequential logit model • Inter-quantile regressions 20

Notes de l'éditeur

  1. Mention the country studies from Bangladesh, Ethiopia and South Africa are part of IFPRI’s Pathways from Poverty research program
  2. Strategies to reduce CP requires a ‘promotive’ and ‘protective components
  3. Meso-level measures include rural feed roads, irrigation, telecommunications, market information services, urban-planning
  4. labour is the poor’s most abundant asset (Lipton)