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From protection to production:
The role of cash transfer programs
 in fostering economic activities

                      Benjamin Davis
        Food and Agriculture Organization of the UN

   International Policy Centre for Inclusive Growth (IPC-IG)
                            Brasilia
                      November 7, 2011
Expansion of government-run
         cash transfers in SSA
• Approximately half of the countries of SSA have
  some kind of government run CT program
• Range from universal and near universal
  pensions and grants to community targeted
  transfers
• Some national programs as big and old (South
  Africa Child Support Grant) as Bolsa
  Escola/Familia
  – Others scaling up
  – Some pilots beginning this year
Partial list of government-run
                     cash transfers in SSA
    Old age         Child grants             Poverty, OVC, labor constrained
   pensions
Lesotho          Namibia               Malawi (26,000 hhs      Kenya OVC (100,000;
(80,000)         (108,000)             and scaling up)         scale up to 300,000 by
                                                               2013)
South Africa     South Africa          Zambia (9,000 hhs;      Zimbabwe (pilot begin
(2.6 million)    (10 million)          scale up to 22,000)     2011, 55000 by 2014)
Namibia          Zambia (begin         Ghana                   Uganda (pilot begin
(115,000)        2010; will scale up   (45,000 hhs)            2011, 65000 by 2015)
                 to 33,000 hhs)
Botswana          Direct transfers     Kenya Hunger            Ethiopia (Min social
(91,000)           plus cash for       Safety Net (scaling     protection package,
                       work            up to 60,000 hhs)       pilot begin 2011)
Swaziland        Rwanda (143,000 Mozambique                    Tanzania (10,000 hhs)
(60,000)         ind and scaling up) (170,000 hhs)
Zambia           Ethiopia (PNSP        Lesotho (1,000 hhs
(4,700 hhs in    1.6 million hhs;      in pilot; scale up to
pilot)           BOLSA 8,000)          10,000 by 2011)
What’s different between
                      cash transfers in SSA and LAC--context
                        • HIV/AIDS
Higher risk and




                           – Economic and social vulnerability
 vulnerability




                        • More widespread poverty
                        • Continued reliance on subsistence agriculture and
                          informal economy
                           – Exit path from poverty is not necessarily through the
                             labor market
                           – Less developed markets and risk, risk, risk
Weaker institutions




                        • Less fiscal space---donors play a stronger role
                           – Dependent on bilateral, multilateral support
                        • Still missing consensus among national policy makers
                        • Weaker institutional capacity to implement programs
                        • Weaker supply of services (health and education)
What’s different between
cash transfers in SSA and LAC--design

• Universality
   – Old age pensions, child grants
• Targeted programs
   – Focus on ultra poor, labor constrained
   – Focus on OVC and other specific vulnerabilities
   – Though slowly moving towards proxy means
• Prominent role of community in targeting
• Unconditional (for the most part)
   – Soft conditions and strong messages
• Cash for work for able bodied
What is similar? Most new CTs in SSA
    accompanied by rigorous impact evaluation
• Malawi SCT                        • Ethiopia
   – Mchinji pilot, 2007-2009          – PNSP, 2006-2010
   – Expansion, 2011-2013              – Regional minimum social
• Kenya CT-OVC                           protection package, 2011-
   – Pilot 2007-2011                     2013
   – Expansion, 2011-2013
                                    • Ghana LEAP
• Mozambique PSA
   – Expansion, 2008-2009              – Pilot, 2010-2012
• Zambia                            • Lesotho CGP
   – Kalombo pilot, 2005               – Pilot, 2011-2012
   – Monze pilot, 2007-2010         • Tanzania, TASAF
   – Expansion and child grant,
     2010-2013                         – Pilot, 2010-2011
• South Africa CSG                  • Uganda, begins in 2011
   – Retrospective and expansion,   • Zimbabwe, begins in 2012
     2010-2013
                                    • Niger, begins in 2012
Productive Safety Nets and
      Unproductive Cash Transfers

• Perception that cash transfer only programs do
  not have economic impacts
   – Focus explicitly on food security, health and education
   – Targeted towards ultra poor, bottom 10%, labor
     constrained, elderly, infirm, children, etc
   – Beneficiaries primarily women
   – Separated from productive households as “direct
     support”
   – Often seen as welfare, charity, handout
Why should we expect economic/productive
  impacts from cash transfer programs?

 1. People do not always make the right decisions
   – Imperfect information leading to inaccurate beliefs,
     combined with missing credit/savings/insurance
     markets
      • Private investment (spending on health and education) is
        lower than “true” optimal level for a given household
      • Private optimal maybe lower than social optimal



           This is the classic economic
               justification for CCTs
But there is more...... rationale for
 potential impact on productive activities

2. Missing/poorly functioning markets constrain
   economic decisions
  – Households unable to access credit or liquidity, or
    obtain insurance
  – Difficulty in buying/selling labor, goods and inputs
  – Links consumption and production decisions at
    household level
     • Particularly in context of subsistence agriculture
3. Households are linked via
  – Reciprocal relationships, social networks
  – Economic exchanges
                                               Usually not
                                            considered by CTs
Why should we care?

•   Contribute to policy debate
    – Understand overall contribution of CT programs to
      poverty reduction (cost-effectiveness)
    – Political economy: more support for CT programs
    – Promote inclusion as part of rural development strategy
•   Contribute to program design
    – Most programs not designed with productive dimension
      in mind
        • Evidence on how households spend, invest, or save can help
          strengthen design and implementation
        • Confront potential synergies and constraints (eg, child labor)
    – Link to graduation strategies, “productive insertion of
      beneficiaries” or welfare-to-work transitions
5 (+1) ways in which cash
   transfer programs have
productive/economic impacts
1.    Improve human capital

• Nutritional status          enhance productivity
• Health status               improve employability
• Educational attainment




  Typically core objectives of CT programs
       Underlying rationale for CCTs
2.      Facilitate change in
             productive activities
       By relaxing credit, savings and/or
               liquidity constraints

• Investment in productive activities
  – Use of labor, inputs
• Accumulation of productive assets
  – Farm implements, land, livestock, vehicle,
    inventory
• Change in productive strategies , including
  natural resource conservation
  – New crops, techniques
  – New line of products or services
  – New activities (off farm wage labor, migration?)
3.     Better ability to deal with
              risk and shocks
            By providing insurance via
            regular and predictable CTs

• Avoid detrimental risk coping strategies
  – Distress sales of productive assets, children
    school drop-out, risky income-generation
    activities
• Avoid risk averse production strategies
  – “Safety first” or “eat first”
• Increase risk taking into more profitable
  crops and/or activities
  – Specialization or diversification
     • Higher value crops or ….. migration
4.     Relieve pressure on informal
          insurance mechanisms
By regular and predictable CTs to the poorest and
                 most vulnerable

• Reduce burden on social networks
  – Local networks of reciprocal relationships
     • In SSA, often weakened and over burdened in context of
       HIV/AIDS
• Rejuvenate social networks
• Allow beneficiaries to participate in social
  networks
• Allow non beneficiaries to redirect their
  resources
5.       Strengthen the local economy

• Significant injection of cash into local economy
• Multiplier effects on local goods and labor
  markets via economic linkages
  – Size of the multiplier depends on
       • level of integration: how much of local demand is met by
         local products, or imports? How much of local production is
         for local consumption, or exported? What are labor
         linkages?
       • functioning of markets: what are constraints imposed by
         missing/shallow credit and insurance markets?
5+1. Facilitate climate change adaptation

 • All five pathways related to increasing resilience
   and reducing vulnerability at the level of the
   household, community and local economy
   1.   Human capital formation
   2.   Change/adaptation in productive activities
   3.   Better ability to deal with risk
   4.   Reduced pressure on informal insurance networks
   5.   Strengthened resilience of the local economy



                  climate change adaptation
What does the evidence say?
• Tons of evidence on human capital
   – Poverty, food security and food consumption
   – Nutrition, health and education
• Some evidence on risks and shocks
• Very little evidence on
   – Productive activities
   – Multiplier effects
   – Social networks
• No evidence on climate change adaptation
Challenge for the future:
        building the evidence base

• As we have seen, few studies of productive
  impacts
   – Most CTs (conditional or otherwise) focus on
     poverty, health, education and nutrition
   – Accompanying impact evaluations pay little
     attention to economic/productive activities
   – Not enough data collected to carry out detailed
     analysis
   – True in both LAC and SSA
• But plenty of potential
From Protection to Production

• FAO–UNICEF ESARO project focusing on
  understanding the economic impacts of cash
  transfer programs
  – Providing technical and analytical assistance to
    government agencies carrying out impact
    evaluations
  – Working with 6 countries in Sub Saharan Africa
     • Lesotho, Malawi, Ethiopia, Zimbabwe, Kenya and Ghana
     • Though we provide support to any government
       administered CT who requests it
  – Strengthen data collection and analysis in ongoing
    impact evaluations
Analysis of household decision making

•   Design, pilot and supervise implementation of
    additional modules in household surveys
•   Taking advantage of experimental design and
    panel data, analysis of
    –   Asset accumulation, productive activities and labor
        allocation
    –   Climate change adaptation
    –   Risk coping strategies
    –   Time use
    –   Social networks
•   FAO team will lead data analysis
Simulation of local economy impacts

•   Construct village SAM/CGE models for cash
    transfer program areas in each country
•   Insert economic linkages questions throughout
    household questionnaire (to/from whom and
    where)
•   Implement business enterprise surveys in
    program communities
•   Analytical work led by Prof Ed Taylor and team at
    UC Davis
Complement with qualitative methods

•   Implement qualitative field work in each country
•   Focus on economic activities and social networks
•   Qualitative work will be led by OPM
•   Integration with quantitative analysis will be led
    by Luca Pellerano
Increase capacity of program
         managers and policy-makers

•       Direct technical assistance/quality assurance on
        impact evaluation design, data collection and
        analysis
•       Input into policy process and ongoing program
        implementation
•       Community of practice on impact evaluation
    –    Network, website, face to face meetings, thematic
         capacity-building events
    –    First meeting in Naivasha (January, 2011)
    –    Second meeting in Kenya (February, 2012)
Partnerships
                     Guiding principle:
    piggy-back on/add value to existing impact evaluations

• Component of overarching “Transfer Project”
  – UNICEF, Save the Children UK, University of North Carolina
• Strong partnership with Government and UNICEF country
  offices currently implementing impact evaluations
  – Plus DFID and World Bank country teams
• Collaboration with independent external evaluators
  (international firms and national research institutions)
• Regional partners
• 3ie
• FAO-FMM on governance and targeting
• World Bank on local economy effects
Latest on country timelines

• Kenya CT-OVC
  – 2nd follow up, July-August 2011
  – Data collection complete; we have business and most hh
    data
  – Partner: UNC
• Lesotho CGP
  – Baseline, July-August 2011; follow up 2012
  – Baseline data collection complete; we have business data
  – Partner: OPM
• Ghana LEAP
  – Baseline February 2010; 1st follow up February 2012
  – Waiting for baseline data
  – Partner: UNC
Latest on country timelines

• Ethiopia Tigray SP package
   – Baseline early 2012; 1st follow up 2013; 2nd follow up 2014
   – Inception workshop in December
   – Partner: IFPRI/IDS
• Malawi SCT expansion
   – Baseline March 2012; 1st follow up 2013)
   – Partner: not selected yet (TORs to be released in November)
• Zimbabwe SCT
   – Baseline early 2012; 1st follow up 2013; 2nd follow up 2014)
   – Partner: not selected yet (TORs to be released in November)
Our websites


From Protection to Production Project
http://www.fao.org/economic/PtoP/en/



The Transfer Project
http://www.cpc.unc.edu/projects/transfer

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From protection to production: The role of cash transfer programs in fostering economic activities

  • 1. From protection to production: The role of cash transfer programs in fostering economic activities Benjamin Davis Food and Agriculture Organization of the UN International Policy Centre for Inclusive Growth (IPC-IG) Brasilia November 7, 2011
  • 2. Expansion of government-run cash transfers in SSA • Approximately half of the countries of SSA have some kind of government run CT program • Range from universal and near universal pensions and grants to community targeted transfers • Some national programs as big and old (South Africa Child Support Grant) as Bolsa Escola/Familia – Others scaling up – Some pilots beginning this year
  • 3. Partial list of government-run cash transfers in SSA Old age Child grants Poverty, OVC, labor constrained pensions Lesotho Namibia Malawi (26,000 hhs Kenya OVC (100,000; (80,000) (108,000) and scaling up) scale up to 300,000 by 2013) South Africa South Africa Zambia (9,000 hhs; Zimbabwe (pilot begin (2.6 million) (10 million) scale up to 22,000) 2011, 55000 by 2014) Namibia Zambia (begin Ghana Uganda (pilot begin (115,000) 2010; will scale up (45,000 hhs) 2011, 65000 by 2015) to 33,000 hhs) Botswana Direct transfers Kenya Hunger Ethiopia (Min social (91,000) plus cash for Safety Net (scaling protection package, work up to 60,000 hhs) pilot begin 2011) Swaziland Rwanda (143,000 Mozambique Tanzania (10,000 hhs) (60,000) ind and scaling up) (170,000 hhs) Zambia Ethiopia (PNSP Lesotho (1,000 hhs (4,700 hhs in 1.6 million hhs; in pilot; scale up to pilot) BOLSA 8,000) 10,000 by 2011)
  • 4. What’s different between cash transfers in SSA and LAC--context • HIV/AIDS Higher risk and – Economic and social vulnerability vulnerability • More widespread poverty • Continued reliance on subsistence agriculture and informal economy – Exit path from poverty is not necessarily through the labor market – Less developed markets and risk, risk, risk Weaker institutions • Less fiscal space---donors play a stronger role – Dependent on bilateral, multilateral support • Still missing consensus among national policy makers • Weaker institutional capacity to implement programs • Weaker supply of services (health and education)
  • 5. What’s different between cash transfers in SSA and LAC--design • Universality – Old age pensions, child grants • Targeted programs – Focus on ultra poor, labor constrained – Focus on OVC and other specific vulnerabilities – Though slowly moving towards proxy means • Prominent role of community in targeting • Unconditional (for the most part) – Soft conditions and strong messages • Cash for work for able bodied
  • 6. What is similar? Most new CTs in SSA accompanied by rigorous impact evaluation • Malawi SCT • Ethiopia – Mchinji pilot, 2007-2009 – PNSP, 2006-2010 – Expansion, 2011-2013 – Regional minimum social • Kenya CT-OVC protection package, 2011- – Pilot 2007-2011 2013 – Expansion, 2011-2013 • Ghana LEAP • Mozambique PSA – Expansion, 2008-2009 – Pilot, 2010-2012 • Zambia • Lesotho CGP – Kalombo pilot, 2005 – Pilot, 2011-2012 – Monze pilot, 2007-2010 • Tanzania, TASAF – Expansion and child grant, 2010-2013 – Pilot, 2010-2011 • South Africa CSG • Uganda, begins in 2011 – Retrospective and expansion, • Zimbabwe, begins in 2012 2010-2013 • Niger, begins in 2012
  • 7. Productive Safety Nets and Unproductive Cash Transfers • Perception that cash transfer only programs do not have economic impacts – Focus explicitly on food security, health and education – Targeted towards ultra poor, bottom 10%, labor constrained, elderly, infirm, children, etc – Beneficiaries primarily women – Separated from productive households as “direct support” – Often seen as welfare, charity, handout
  • 8. Why should we expect economic/productive impacts from cash transfer programs? 1. People do not always make the right decisions – Imperfect information leading to inaccurate beliefs, combined with missing credit/savings/insurance markets • Private investment (spending on health and education) is lower than “true” optimal level for a given household • Private optimal maybe lower than social optimal This is the classic economic justification for CCTs
  • 9. But there is more...... rationale for potential impact on productive activities 2. Missing/poorly functioning markets constrain economic decisions – Households unable to access credit or liquidity, or obtain insurance – Difficulty in buying/selling labor, goods and inputs – Links consumption and production decisions at household level • Particularly in context of subsistence agriculture 3. Households are linked via – Reciprocal relationships, social networks – Economic exchanges Usually not considered by CTs
  • 10. Why should we care? • Contribute to policy debate – Understand overall contribution of CT programs to poverty reduction (cost-effectiveness) – Political economy: more support for CT programs – Promote inclusion as part of rural development strategy • Contribute to program design – Most programs not designed with productive dimension in mind • Evidence on how households spend, invest, or save can help strengthen design and implementation • Confront potential synergies and constraints (eg, child labor) – Link to graduation strategies, “productive insertion of beneficiaries” or welfare-to-work transitions
  • 11. 5 (+1) ways in which cash transfer programs have productive/economic impacts
  • 12. 1. Improve human capital • Nutritional status enhance productivity • Health status improve employability • Educational attainment Typically core objectives of CT programs Underlying rationale for CCTs
  • 13. 2. Facilitate change in productive activities By relaxing credit, savings and/or liquidity constraints • Investment in productive activities – Use of labor, inputs • Accumulation of productive assets – Farm implements, land, livestock, vehicle, inventory • Change in productive strategies , including natural resource conservation – New crops, techniques – New line of products or services – New activities (off farm wage labor, migration?)
  • 14. 3. Better ability to deal with risk and shocks By providing insurance via regular and predictable CTs • Avoid detrimental risk coping strategies – Distress sales of productive assets, children school drop-out, risky income-generation activities • Avoid risk averse production strategies – “Safety first” or “eat first” • Increase risk taking into more profitable crops and/or activities – Specialization or diversification • Higher value crops or ….. migration
  • 15. 4. Relieve pressure on informal insurance mechanisms By regular and predictable CTs to the poorest and most vulnerable • Reduce burden on social networks – Local networks of reciprocal relationships • In SSA, often weakened and over burdened in context of HIV/AIDS • Rejuvenate social networks • Allow beneficiaries to participate in social networks • Allow non beneficiaries to redirect their resources
  • 16. 5. Strengthen the local economy • Significant injection of cash into local economy • Multiplier effects on local goods and labor markets via economic linkages – Size of the multiplier depends on • level of integration: how much of local demand is met by local products, or imports? How much of local production is for local consumption, or exported? What are labor linkages? • functioning of markets: what are constraints imposed by missing/shallow credit and insurance markets?
  • 17. 5+1. Facilitate climate change adaptation • All five pathways related to increasing resilience and reducing vulnerability at the level of the household, community and local economy 1. Human capital formation 2. Change/adaptation in productive activities 3. Better ability to deal with risk 4. Reduced pressure on informal insurance networks 5. Strengthened resilience of the local economy climate change adaptation
  • 18. What does the evidence say? • Tons of evidence on human capital – Poverty, food security and food consumption – Nutrition, health and education • Some evidence on risks and shocks • Very little evidence on – Productive activities – Multiplier effects – Social networks • No evidence on climate change adaptation
  • 19. Challenge for the future: building the evidence base • As we have seen, few studies of productive impacts – Most CTs (conditional or otherwise) focus on poverty, health, education and nutrition – Accompanying impact evaluations pay little attention to economic/productive activities – Not enough data collected to carry out detailed analysis – True in both LAC and SSA • But plenty of potential
  • 20. From Protection to Production • FAO–UNICEF ESARO project focusing on understanding the economic impacts of cash transfer programs – Providing technical and analytical assistance to government agencies carrying out impact evaluations – Working with 6 countries in Sub Saharan Africa • Lesotho, Malawi, Ethiopia, Zimbabwe, Kenya and Ghana • Though we provide support to any government administered CT who requests it – Strengthen data collection and analysis in ongoing impact evaluations
  • 21. Analysis of household decision making • Design, pilot and supervise implementation of additional modules in household surveys • Taking advantage of experimental design and panel data, analysis of – Asset accumulation, productive activities and labor allocation – Climate change adaptation – Risk coping strategies – Time use – Social networks • FAO team will lead data analysis
  • 22. Simulation of local economy impacts • Construct village SAM/CGE models for cash transfer program areas in each country • Insert economic linkages questions throughout household questionnaire (to/from whom and where) • Implement business enterprise surveys in program communities • Analytical work led by Prof Ed Taylor and team at UC Davis
  • 23. Complement with qualitative methods • Implement qualitative field work in each country • Focus on economic activities and social networks • Qualitative work will be led by OPM • Integration with quantitative analysis will be led by Luca Pellerano
  • 24. Increase capacity of program managers and policy-makers • Direct technical assistance/quality assurance on impact evaluation design, data collection and analysis • Input into policy process and ongoing program implementation • Community of practice on impact evaluation – Network, website, face to face meetings, thematic capacity-building events – First meeting in Naivasha (January, 2011) – Second meeting in Kenya (February, 2012)
  • 25. Partnerships Guiding principle: piggy-back on/add value to existing impact evaluations • Component of overarching “Transfer Project” – UNICEF, Save the Children UK, University of North Carolina • Strong partnership with Government and UNICEF country offices currently implementing impact evaluations – Plus DFID and World Bank country teams • Collaboration with independent external evaluators (international firms and national research institutions) • Regional partners • 3ie • FAO-FMM on governance and targeting • World Bank on local economy effects
  • 26. Latest on country timelines • Kenya CT-OVC – 2nd follow up, July-August 2011 – Data collection complete; we have business and most hh data – Partner: UNC • Lesotho CGP – Baseline, July-August 2011; follow up 2012 – Baseline data collection complete; we have business data – Partner: OPM • Ghana LEAP – Baseline February 2010; 1st follow up February 2012 – Waiting for baseline data – Partner: UNC
  • 27. Latest on country timelines • Ethiopia Tigray SP package – Baseline early 2012; 1st follow up 2013; 2nd follow up 2014 – Inception workshop in December – Partner: IFPRI/IDS • Malawi SCT expansion – Baseline March 2012; 1st follow up 2013) – Partner: not selected yet (TORs to be released in November) • Zimbabwe SCT – Baseline early 2012; 1st follow up 2013; 2nd follow up 2014) – Partner: not selected yet (TORs to be released in November)
  • 28. Our websites From Protection to Production Project http://www.fao.org/economic/PtoP/en/ The Transfer Project http://www.cpc.unc.edu/projects/transfer

Editor's Notes

  1. Project constitutes one component of overarching “Transfer Project”UNICEF, Save the Children UK, University of North CarolinaStrong partnership with Government and UNICEF country offices currently implementing impact evaluationsFAO, World Bank and hopefully DFID country teams; many, but not all, funded by dfid.Collaboration with independent external evaluators and local research institutionsOPM (LS), EPRI/IFPRI/OPM (SA), University of North Carolina (KE CT-OVC, MW, GH, ZA), Yale University (GH), UNDP IPC (MZ), OPM/IDS (KE HSNP)Regional partnersUNICEF-ESARO, World Bank LSMS and Social ProtectionOn-going dialogue w/ AfDB around their SP strategy3ieSpecial issue in upcoming issue of JDEFFPanel at upcoming IE conferenceFAO-FMM on governance and targetingResources to expand sample size, qual/quant analysis in Lesotho and Malawi