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Tracking the growth of social assistance in developing countries: Databases, 
challenges and indicators 
Armando Barrientos, Professor and Research Director, Brooks World Poverty Institute, University of 
Manchester 
a.barrientos@manchester.ac.uk 
InGRID Expert Workshop on Development and Dissemination of Social Policy Indicators, Swedish Institute for 
Social Research, Stockholm, Hotel Sheraton 19-­‐‑21 November 2014
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Rapid growth of large-­‐‑scale antipoverty programmes providing transfers to 
households in poverty in developing countries 
Global estimates of reach: around 1 billion 
people in 2010 
Focus is on flagship programmes 
Diversity in design 
Gradual institutionalisation 
In low income countries: slower progress; 
limited scale; donor dependence 
The inclusion of low income, informal, and disadvantage groups in social protection 
signals the emergence of distinct welfare institutions in developing countries
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The speed of change has led to progress in some areas: 
Poverty research: poverty rankings, selection 
Programme evaluation 
…but it has also highlighted large knowledge gaps: 
Conceptual frameworks 
Design and implementation capacity 
... and data to underpin these and to support comparative analysis
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The Social Assistance in Developing Countries database (SADC) 
Commissioned by the UK Government’s Department for International Development 
DFID to support country-­‐‑based social development advisors 
Version 1 March 2005 
Version 5 July 2010 http://papers.ssrn.com/sol3/papers.cfm?abstract_id=1672090 
SADC v1 SADC v5 
Cash transfers – unconditional and unconditional 
Near cash transfers 
Free waivers for health and education 
Food-­‐‑based transfers 
Input grants 
Community Funds 
Pure income transfers 
Income transfers plus asset accumulation 
Integrated antipoverty programmes
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Country Ghana -1 
Programme Type Income transfer plus –transfer for human development 
Programme Title Livelihood Empowerment Against Poverty programme (LEAP) 
Agencies involved Department of Social Welfare 
Year started Early 2008, starts nation-scale implementation in 2010 
Programme 
Description 
LEAP is a conditional cash transfer programme. In practice, these are ‘soft’ conditions, which 
are not fully enforced but provide a mechanism for raising the awareness of beneficiaries, 
and are complemented by other outreach activities of the Community LEAP Implementation 
Committees, including the beneficiary forums held on LEAP transfer payment days. 
Programme 
Objectives 
To supplement the incomes of ‘dangerously poor households’ through the provision of cash 
transfers and to link them up with complementary services so that they can, over time, ‘leap 
out of poverty’. To link beneficiaries to complementary services and also promote community 
awareness. To secure birth registration for children 
Transfers Monthly transfers from GHS 8 (US$ 6.90) for one dependent up to a maximum of GHS 15 
(US$ 12.90) for four dependents. The programme is also meant to be time-bound in the 
sense that beneficiaries are expected to ‘graduate’ from the programme within three years, 
although the criteria and procedures have not yet been worked out. The transfers for OVCs 
are supposed to be conditional, whereas those to the elderly and disabled are unconditional. 
Conditions: no engagement in harmful forms of child labour or human trafficking; ii) ensuring 
children are in school; iii) ensuring that children’s births are registered; and iv) taking 
newborns to postnatal check-ups and ensuring children are fully immunised. I 
Target population 
and coverage 
Aims to reach one-sixth of the extreme poor within five years, provides cash transfer to 
households with OVC and highly vulnerable elderly and disabled 
Reached 26.200 households in May 2009; expanding to reach 55,000 households in 2010 
Selection of 
beneficiaries 
The programme employs complex targeting methods, involving the selection of deprived 
districts and then a mix of community-based selection and proxy means testing. 
The government is compiling a single register for the extremely poor and disadvantaged in 
society to draw up a comprehensive budget to address their issues in subsequent years. 
Monitoring and 
Evaluation 
Finds that a more transparent and rigorous targeting methodology and a more robust 
monitoring and evaluation system are needed. 
Evaluation results 
Cost Budget is 0.1% of GDP. Budgetary allocation was GH¢7.5 million in 2009 and expected to 
rise to GH¢12 million in 2010. 
Implementation 
Issues 
An information management system, known as the ‘single register’, has been set up and 
could be used to link beneficiaries to other complementary services. 
Programme and 
Evaluation 
Sources 
Holmes, R. and Barrientos, A. (2009) Child poverty: a role for cash transfers in West and 
Central Africa?, UNICEF and ODI Briefing Paper Social Policy, posted at: 
http://www.odi.org.uk/resources/download/3476-full-report.pdf 
Jones, N. Ahadzie, W. and Doh, D. Social protection and children opportunities and 
challenges in Ghana, UNICEF and ODI, full report available at : 
http://www.odi.org.uk/resources/download/3798-full-report.pdf
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From SADC database
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Other databases 
World Bank’s ASPIRE Atlas of Social Protection: Indicators of Resilience and Equity 
http://datatopics.worldbank.org/aspire/ 
State of Social Safety Nets 2014 http://www.worldbank.org/en/topic/safetynets/publication/the-­‐‑state-­‐‑of-­‐‑social-­‐‑safety-­‐‑nets-­‐‑2014 
ILO World Social Protection 2014 Report 
ECLAC – Programa de transferencias condicionadas http://dds.cepal.org/bdptc/ 
ADB – Social Protection Index http://spi.adb.org/spidmz/index.jsp 
Pension Watch – Global Age Watch Index, FLOOR 
Sources of primary data 
Institutional data [design and entitlements]; expert reports [programmes, finance]; 
administrative data [reach, selection]; household survey data [participation, profile, 
impact]; evaluation data [impact]
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Social assistance coverage from ASPIRE
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From ADB’s Social Protection Index 
0.35 
0.3 
0.25 
0.2 
0.15 
0.1 
0.05 
0 
ADB 
Social 
Protec8on 
Index 
by 
component 
2010 
social 
protec8on 
expenditure 
per 
poten8al 
beneficiary 
as 
a 
frac8on 
of 
a 
quarter 
of 
per 
capita 
gdp 
Social 
Insurance 
Social 
Assistance 
Labor 
Market 
Programs
Page 
10 
of 
15 
http://www.helpage.org/global-­‐‑agewatch/population-­‐‑ageing-­‐‑data/timeline-­‐‑the-­‐‑rise-­‐‑of-­‐‑social-­‐‑pensions-­‐‑/ 
Spread of social pensions
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Challenges 
Uncertainty over boundaries: social/development/emergency/humanitarian assistance 
Diversity in design – functional versus analytical programme classifications 
Focus and scale: programmes, flagship programmes, pilot programmes, systems 
Bangladesh over 85 programmes [2013]; Chile 143 programmes [2004] 
Segmentation/stratification in employment and in welfare 
Embryonic institutions and weak path dependence 
Outcomes: narrow and broad poverty; current poverty versus persistent poverty
Page 
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What indicators we need [for comparative research]? 
To date, the dominant focus has been on incidence [coverage] and expenditure 
…need to move to distribution-­‐‑based indicators 
By comparison with high-­‐‑income countries, few indicators on adequacy/generosity; 
…emphasis on ‘productivism’ as opposed to ‘decommodification’ that is on 
economic inclusion, human development, and sustainable exit from poverty 
Indicators on effectiveness and outcomes: poverty reduction? productive capacity? 
Indicators of sustainability: combining taxes and transfers 
Indicators of institutionalisation and of linkages to political processes
Page 
13 
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The distribution of pension benefits in Brazil and Argentina 
Pen's Parade of pension income Brazil 2006 
Source: Author’s estimation using PNAD 2006 data 
Bertranou et al. [2011] Encrucijadas en la Seguridad Social 
Argentina, OIT 
0 500 1000 1500 
reported monthly pension income R$ 
0 20 40 60 80 100 
percentiles of persons aged 65 and over
Page 
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Conclusions 
Growth of large-­‐‑scale social assistance programmes in developing countries 
Flagship programmes; diversity in design; embryonic institutionalisation 
Several databases track emerging welfare institutions 
Focus on incidence and expenditure; limited focus on institutions 
Significant challenges on data collection, coverage, and harmonisation 
Reflecting conceptual uncertainties 
What indicators are needed [for comparative research]? 
Distribution-­‐‑based; focus on ‘productivism’; sustainability and institutionalisation
Page 
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Social Assistance in Developing Countries 
Cambridge University Press 
September 2013 
ISBN 9781107039025

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Tracking the growth of social assistance in developing countries: Databases, challenges and indicators

  • 1. Page 1 of 15 Tracking the growth of social assistance in developing countries: Databases, challenges and indicators Armando Barrientos, Professor and Research Director, Brooks World Poverty Institute, University of Manchester a.barrientos@manchester.ac.uk InGRID Expert Workshop on Development and Dissemination of Social Policy Indicators, Swedish Institute for Social Research, Stockholm, Hotel Sheraton 19-­‐‑21 November 2014
  • 2. Page 2 of 15 Rapid growth of large-­‐‑scale antipoverty programmes providing transfers to households in poverty in developing countries Global estimates of reach: around 1 billion people in 2010 Focus is on flagship programmes Diversity in design Gradual institutionalisation In low income countries: slower progress; limited scale; donor dependence The inclusion of low income, informal, and disadvantage groups in social protection signals the emergence of distinct welfare institutions in developing countries
  • 3. Page 3 of 15 The speed of change has led to progress in some areas: Poverty research: poverty rankings, selection Programme evaluation …but it has also highlighted large knowledge gaps: Conceptual frameworks Design and implementation capacity ... and data to underpin these and to support comparative analysis
  • 4. Page 4 of 15 The Social Assistance in Developing Countries database (SADC) Commissioned by the UK Government’s Department for International Development DFID to support country-­‐‑based social development advisors Version 1 March 2005 Version 5 July 2010 http://papers.ssrn.com/sol3/papers.cfm?abstract_id=1672090 SADC v1 SADC v5 Cash transfers – unconditional and unconditional Near cash transfers Free waivers for health and education Food-­‐‑based transfers Input grants Community Funds Pure income transfers Income transfers plus asset accumulation Integrated antipoverty programmes
  • 5. Page 5 of 15 Country Ghana -1 Programme Type Income transfer plus –transfer for human development Programme Title Livelihood Empowerment Against Poverty programme (LEAP) Agencies involved Department of Social Welfare Year started Early 2008, starts nation-scale implementation in 2010 Programme Description LEAP is a conditional cash transfer programme. In practice, these are ‘soft’ conditions, which are not fully enforced but provide a mechanism for raising the awareness of beneficiaries, and are complemented by other outreach activities of the Community LEAP Implementation Committees, including the beneficiary forums held on LEAP transfer payment days. Programme Objectives To supplement the incomes of ‘dangerously poor households’ through the provision of cash transfers and to link them up with complementary services so that they can, over time, ‘leap out of poverty’. To link beneficiaries to complementary services and also promote community awareness. To secure birth registration for children Transfers Monthly transfers from GHS 8 (US$ 6.90) for one dependent up to a maximum of GHS 15 (US$ 12.90) for four dependents. The programme is also meant to be time-bound in the sense that beneficiaries are expected to ‘graduate’ from the programme within three years, although the criteria and procedures have not yet been worked out. The transfers for OVCs are supposed to be conditional, whereas those to the elderly and disabled are unconditional. Conditions: no engagement in harmful forms of child labour or human trafficking; ii) ensuring children are in school; iii) ensuring that children’s births are registered; and iv) taking newborns to postnatal check-ups and ensuring children are fully immunised. I Target population and coverage Aims to reach one-sixth of the extreme poor within five years, provides cash transfer to households with OVC and highly vulnerable elderly and disabled Reached 26.200 households in May 2009; expanding to reach 55,000 households in 2010 Selection of beneficiaries The programme employs complex targeting methods, involving the selection of deprived districts and then a mix of community-based selection and proxy means testing. The government is compiling a single register for the extremely poor and disadvantaged in society to draw up a comprehensive budget to address their issues in subsequent years. Monitoring and Evaluation Finds that a more transparent and rigorous targeting methodology and a more robust monitoring and evaluation system are needed. Evaluation results Cost Budget is 0.1% of GDP. Budgetary allocation was GH¢7.5 million in 2009 and expected to rise to GH¢12 million in 2010. Implementation Issues An information management system, known as the ‘single register’, has been set up and could be used to link beneficiaries to other complementary services. Programme and Evaluation Sources Holmes, R. and Barrientos, A. (2009) Child poverty: a role for cash transfers in West and Central Africa?, UNICEF and ODI Briefing Paper Social Policy, posted at: http://www.odi.org.uk/resources/download/3476-full-report.pdf Jones, N. Ahadzie, W. and Doh, D. Social protection and children opportunities and challenges in Ghana, UNICEF and ODI, full report available at : http://www.odi.org.uk/resources/download/3798-full-report.pdf
  • 6. Page 6 of 15 From SADC database
  • 7. Page 7 of 15 Other databases World Bank’s ASPIRE Atlas of Social Protection: Indicators of Resilience and Equity http://datatopics.worldbank.org/aspire/ State of Social Safety Nets 2014 http://www.worldbank.org/en/topic/safetynets/publication/the-­‐‑state-­‐‑of-­‐‑social-­‐‑safety-­‐‑nets-­‐‑2014 ILO World Social Protection 2014 Report ECLAC – Programa de transferencias condicionadas http://dds.cepal.org/bdptc/ ADB – Social Protection Index http://spi.adb.org/spidmz/index.jsp Pension Watch – Global Age Watch Index, FLOOR Sources of primary data Institutional data [design and entitlements]; expert reports [programmes, finance]; administrative data [reach, selection]; household survey data [participation, profile, impact]; evaluation data [impact]
  • 8. Page 8 of 15 Social assistance coverage from ASPIRE
  • 9. Page 9 of 15 From ADB’s Social Protection Index 0.35 0.3 0.25 0.2 0.15 0.1 0.05 0 ADB Social Protec8on Index by component 2010 social protec8on expenditure per poten8al beneficiary as a frac8on of a quarter of per capita gdp Social Insurance Social Assistance Labor Market Programs
  • 10. Page 10 of 15 http://www.helpage.org/global-­‐‑agewatch/population-­‐‑ageing-­‐‑data/timeline-­‐‑the-­‐‑rise-­‐‑of-­‐‑social-­‐‑pensions-­‐‑/ Spread of social pensions
  • 11. Page 11 of 15 Challenges Uncertainty over boundaries: social/development/emergency/humanitarian assistance Diversity in design – functional versus analytical programme classifications Focus and scale: programmes, flagship programmes, pilot programmes, systems Bangladesh over 85 programmes [2013]; Chile 143 programmes [2004] Segmentation/stratification in employment and in welfare Embryonic institutions and weak path dependence Outcomes: narrow and broad poverty; current poverty versus persistent poverty
  • 12. Page 12 of 15 What indicators we need [for comparative research]? To date, the dominant focus has been on incidence [coverage] and expenditure …need to move to distribution-­‐‑based indicators By comparison with high-­‐‑income countries, few indicators on adequacy/generosity; …emphasis on ‘productivism’ as opposed to ‘decommodification’ that is on economic inclusion, human development, and sustainable exit from poverty Indicators on effectiveness and outcomes: poverty reduction? productive capacity? Indicators of sustainability: combining taxes and transfers Indicators of institutionalisation and of linkages to political processes
  • 13. Page 13 of 15 The distribution of pension benefits in Brazil and Argentina Pen's Parade of pension income Brazil 2006 Source: Author’s estimation using PNAD 2006 data Bertranou et al. [2011] Encrucijadas en la Seguridad Social Argentina, OIT 0 500 1000 1500 reported monthly pension income R$ 0 20 40 60 80 100 percentiles of persons aged 65 and over
  • 14. Page 14 of 15 Conclusions Growth of large-­‐‑scale social assistance programmes in developing countries Flagship programmes; diversity in design; embryonic institutionalisation Several databases track emerging welfare institutions Focus on incidence and expenditure; limited focus on institutions Significant challenges on data collection, coverage, and harmonisation Reflecting conceptual uncertainties What indicators are needed [for comparative research]? Distribution-­‐‑based; focus on ‘productivism’; sustainability and institutionalisation
  • 15. Page 15 of 15 Social Assistance in Developing Countries Cambridge University Press September 2013 ISBN 9781107039025