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A Living from Livestock
Pro-Poor Livestock Policy Initiative
Livestock Development Goals
with an Application to Senegal
Joachim Otte, FAO, David Roland-Holst, UC Berkeley
presented by Jennifer Ifft, UC Berkeley
AAAE Conference
Agricultural Growth, Poverty Reduction
and Millennium Development Goals in Africa
Accra, Ghana, 21 August 2007
A Living from Livestock
Pro-Poor Livestock Policy Initiative
Contents
1. Introduction
2. Livestock Development
Goals
3. Livestock Development
Indicators
4. Impact Assessment
5. Discussion
A Living from Livestock
Pro-Poor Livestock Policy Initiative
1. Introduction
• As part of its commitments to advance livestock’s contribution to
poverty alleviation, the FAO’s Pro-Poor Livestock Policy Initiative
(PPLPI) has created a set of development objectives and metrics
to assess progress toward them.
• The Livestock Development Goals (LDGs) are so named to
evoke their close relationship with the more general United
Nations Millennium Development Goals (MDGs).
• While the LDGs are of independent relevance to PPLPI and
livestock policy makers, their conformity with the MDGs
recognizes the usefulness of the latter in the international
development dialogue and is also intended to emphasize the
integral contribution of livestock to improving the livelihoods of
the majority of the world’s poor who live in rural areas.
A Living from Livestock
Pro-Poor Livestock Policy Initiative
2. Livestock Development Goals
Goal 1: Eradicate extreme poverty
Goal 2: Increase smallholder food security and protein sufficiency
Goal 3: Increase smallholder value-added
Goal 4: Improve animal health
Goal 5: Combat epidemic and zoonotic diseases
Goal 6: Ensure sustainability of livestock keeping
Goal 7: Conserve indigenous livestock varieties
Goal 8: Develop a global partnership for pro-poor livestock policy
development, market standards and technology sharing
A Living from Livestock
Pro-Poor Livestock Policy Initiative
• The LDGs cover not only
direct income from
livestock production, but a
variety of other welfare
criteria associated with
this economic activity,
nutrition, including hygiene
and disease risk, and
sustainable agricultural
practices.
2. Livestock Development Goals
A Living from Livestock
Pro-Poor Livestock Policy Initiative
• In addition to the LDGs themselves, we set out a series of
Livestock Development Indicators (LDIs) to measure the
degree of progress toward each of the goals.
• These offer a means to draw upon the immense and
diverse reserve of household survey and other data that
has been assembled in developing countries.
• By establishing standards and metrics to support policy
dialogue, PPLPI can contribute to more effective
development strategy in its own programs and in the larger
universe of rural, agricultural, and food-oriented policy.
3. Livestock Development Indicators
A Living from Livestock
Pro-Poor Livestock Policy Initiative
3. Livestock Development Indicators
• Over twenty-five types of indicators have been proposed
for each of the LGS, each distilling raw data to better
interpret the effectiveness of development policies ex post,
concurrently, and even ex ante (using simulation methods).
• The remainder of this talk is devoted to the definition and
estimation of indicators that measure progress toward the
LDGs as well as multiplier analysis and policy simulation
that shows potential poverty impacts of livestock policy
• Here we will discuss the 4 indicators for the first LDG.
A Living from Livestock
Pro-Poor Livestock Policy Initiative
Objective
• Halve between 1990 and 2015 the proportion of livestock
dependent (LD) people whose income is less than 1$/day.
Indicators
1. Proportion of LD population below $1 (PPP) a day
2. Poverty headcount ratio (percent of LD population below
national poverty line)
3. Poverty gap ratio (incidence x depth of poverty)
4. Share of poorest quintile in national consumption
3. Livestock Development Indicators
Goal 1: Eradicate Extreme Poverty
A Living from Livestock
Pro-Poor Livestock Policy Initiative
3. Livestock Development Indicators
0
10
20
30
40
50
60
70
80
90
K
olda
D
akarZiguinchor
D
iourbelSant-Louis
Tam
bacounda
K
aolack
Thies
Louga
Fatick
N
ational
LD
I
PovertyHeadcountPercent
$1/day National Poverty Line
National
Averages
Senegal: Poverty Headcounts
A Living from Livestock
Pro-Poor Livestock Policy Initiative
3. Livestock Development Indicators
0
10
20
30
40
50
60
70
80
90
PovertyHeadcountPercent
MDI1.1 LDI1.1
Overall and Livestock Dependent Poverty
Headcounts, Senegal Global Poverty Lines (LDI2)
A Living from Livestock
Pro-Poor Livestock Policy Initiative
3. Livestock Development Indicators
0
2
4
6
8
10
12
14
16
18
0
10
20
30
40
50
60
70
80
90
100
PovertyHeadcountPercent
LD1.2 Percent of Poverty
Livestock Poverty Headcount and Density by Province,
Senegal National Poverty Lines
A Living from Livestock
Pro-Poor Livestock Policy Initiative
3. Livestock Development Indicators
0
5
10
15
20
25
30
0
10
20
30
40
50
60
Percent
Poverty Gap Povincial Contribution
Poverty Gaps at the National
and Provincial Levels
A Living from Livestock
Pro-Poor Livestock Policy Initiative
3. Livestock Development Indicators
0
5
10
15
20
25
30
Provincial Quintiles National Quintiles
Consumption Shares of the Poorest
Income Quintiles
A Living from Livestock
Pro-Poor Livestock Policy Initiative
3. Livestock Development Indicators
0
2
4
6
8
10
12
14
16
Percentage
MDI1.4 LDI1.4
Consumption Shares for Provincial Income
Quintiles, Overall and LD Population
A Living from Livestock
Pro-Poor Livestock Policy Initiative
4. Impact Assessment
• Multiplier analysis with Social Accounting Matrices
(SAMs) offers a convenient way to examine livestock’s
linkages across the economy.
• To date, we have developed five SAMs for Vietnam
and three for Senegal, working with different
aggregations to look at a variety of income-expenditure
linkages.
Linkage Analysis
with SAMs
A Living from Livestock
Pro-Poor Livestock Policy Initiative
4. Impact Assessment
• With the benefit of improved sector data and detailed
microeconomic surveys, we are seeing again and again
the importance of livestock to smallholder livelihoods.
• The challenge before us is to translate livestock
dependence into a sustained source of income growth.
• In most of the cases examined so far, improving the
terms for smallholder participation in food markets offers
the best means of doing this.
Livestock and Rural
Poor Livelihoods
A Living from Livestock
Pro-Poor Livestock Policy Initiative
4. Impact Assessment
• Individual global effects are aggregations of
extended income-expenditure chains across the
economy.
• Higher income groups generally have more indirect
linkages to livestock income.
• This means they may capture a large percentage of
gains, even from policies targeted elsewhere.
Multiplier Decomposition
Analysis Results
A Living from Livestock
Pro-Poor Livestock Policy Initiative
4. Impact Assessment
0
5
1 0
1 5
2 0
2 5
3 0
3 5
4 0
H R u r 0 1 H R u r 0 2 H R u r 0 3 H R u r 0 4 H R u r 0 5 H U r b 0 1 H U r b 0 2 H U r b 0 3 H U r b 0 4 H U r b 0 5
HousedholdIncomeMultipliers
PercentofValuefromNewLivestockDemand
Because of their more
diverse linkages to the
economy, higher income
groups generally enjoy
larger multiplier effects.
VnPoultry
VnPig
VnCattle
VnOthLvstk
SnLvstk
Multiplier Linkages to Households
Vietnam (Vn) and Senegal (Sn) Compared
A Living from Livestock
Pro-Poor Livestock Policy Initiative
4. Impact Assessment
0
5
1 0
1 5
2 0
2 5
3 0
3 5
4 0
HRu r 0 1 HRu r 0 2 HRu r 0 3 HRu r 0 4 HRu r 0 5 HUr b 0 1 HUr b 0 2 HUr b 0 3 HUr b 0 4 HUr b 0 5
RelativeandAbsoluteIncomeEffects(percent)
R e la tiv e A b so lu te
More livestock income
goes to higher income
groups, but livestock
income is more
important to Senegal’s
rural poor.
Senegal: Income Effects from Livestock
A Living from Livestock
Pro-Poor Livestock Policy Initiative
4. Impact Assessment
• Using simulation models, we can assess a wide variety of
policies ex ante.
• Because we develop these models with consistent macro-
micro datasets, we can evaluate economywide linkages
and detailed incidence such as poverty alleviation.
• Here we look at two generic kinds of scenarios:
• Policies targeted to improve livestock production
• Policies to improve market access
Policy Simulation
A Living from Livestock
Pro-Poor Livestock Policy Initiative
4. Impact Assessment
-5
0
5
10
15
20
25
30
35
40
45
HRu r01 HRu r02 HRu r03 HRu r04 HRu r05 HUrb 01 HUrb 02 HUrb 03 HUrb 04 HUrb 05
PercentChangeinAnnualIncome
Higher income groups
capture most of the gains
from generalist policies.
Pro-poor policies
need targeting.
Simulations of Producer Support
and Trade Liberalization: Senegal
Three Generic Scenarios:
Prod Doubling of livestock
productivity
KSub 20% capital subsidy
to livestock sector
TLib Unilateral trade
liberalization
A Living from Livestock
Pro-Poor Livestock Policy Initiative
References & Further Reading
PPLPI Research Reports
PPLPI’s Livestock Development Goals: Application of LDG1 to Peru, Senegal and Viet Nam
Livestock & Livelihoods: Development Goals & Indicators applied to Senegal
Integrated Poverty Assessment of Livestock Promotion: The Case of Viet Nam
Pro-Poor Livestock Policies: Which Poor to Target?
For more information please visit the PPLPI website:
www.fao.org/ag/pplpi.html
www.fao.org/ag/againfo/projects/en/pplpi/publications.html
A Living from Livestock
Pro-Poor Livestock Policy Initiative

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Livestock Development Goals with an Application to Senegal

  • 1. A Living from Livestock Pro-Poor Livestock Policy Initiative Livestock Development Goals with an Application to Senegal Joachim Otte, FAO, David Roland-Holst, UC Berkeley presented by Jennifer Ifft, UC Berkeley AAAE Conference Agricultural Growth, Poverty Reduction and Millennium Development Goals in Africa Accra, Ghana, 21 August 2007
  • 2. A Living from Livestock Pro-Poor Livestock Policy Initiative Contents 1. Introduction 2. Livestock Development Goals 3. Livestock Development Indicators 4. Impact Assessment 5. Discussion
  • 3. A Living from Livestock Pro-Poor Livestock Policy Initiative 1. Introduction • As part of its commitments to advance livestock’s contribution to poverty alleviation, the FAO’s Pro-Poor Livestock Policy Initiative (PPLPI) has created a set of development objectives and metrics to assess progress toward them. • The Livestock Development Goals (LDGs) are so named to evoke their close relationship with the more general United Nations Millennium Development Goals (MDGs). • While the LDGs are of independent relevance to PPLPI and livestock policy makers, their conformity with the MDGs recognizes the usefulness of the latter in the international development dialogue and is also intended to emphasize the integral contribution of livestock to improving the livelihoods of the majority of the world’s poor who live in rural areas.
  • 4. A Living from Livestock Pro-Poor Livestock Policy Initiative 2. Livestock Development Goals Goal 1: Eradicate extreme poverty Goal 2: Increase smallholder food security and protein sufficiency Goal 3: Increase smallholder value-added Goal 4: Improve animal health Goal 5: Combat epidemic and zoonotic diseases Goal 6: Ensure sustainability of livestock keeping Goal 7: Conserve indigenous livestock varieties Goal 8: Develop a global partnership for pro-poor livestock policy development, market standards and technology sharing
  • 5. A Living from Livestock Pro-Poor Livestock Policy Initiative • The LDGs cover not only direct income from livestock production, but a variety of other welfare criteria associated with this economic activity, nutrition, including hygiene and disease risk, and sustainable agricultural practices. 2. Livestock Development Goals
  • 6. A Living from Livestock Pro-Poor Livestock Policy Initiative • In addition to the LDGs themselves, we set out a series of Livestock Development Indicators (LDIs) to measure the degree of progress toward each of the goals. • These offer a means to draw upon the immense and diverse reserve of household survey and other data that has been assembled in developing countries. • By establishing standards and metrics to support policy dialogue, PPLPI can contribute to more effective development strategy in its own programs and in the larger universe of rural, agricultural, and food-oriented policy. 3. Livestock Development Indicators
  • 7. A Living from Livestock Pro-Poor Livestock Policy Initiative 3. Livestock Development Indicators • Over twenty-five types of indicators have been proposed for each of the LGS, each distilling raw data to better interpret the effectiveness of development policies ex post, concurrently, and even ex ante (using simulation methods). • The remainder of this talk is devoted to the definition and estimation of indicators that measure progress toward the LDGs as well as multiplier analysis and policy simulation that shows potential poverty impacts of livestock policy • Here we will discuss the 4 indicators for the first LDG.
  • 8. A Living from Livestock Pro-Poor Livestock Policy Initiative Objective • Halve between 1990 and 2015 the proportion of livestock dependent (LD) people whose income is less than 1$/day. Indicators 1. Proportion of LD population below $1 (PPP) a day 2. Poverty headcount ratio (percent of LD population below national poverty line) 3. Poverty gap ratio (incidence x depth of poverty) 4. Share of poorest quintile in national consumption 3. Livestock Development Indicators Goal 1: Eradicate Extreme Poverty
  • 9. A Living from Livestock Pro-Poor Livestock Policy Initiative 3. Livestock Development Indicators 0 10 20 30 40 50 60 70 80 90 K olda D akarZiguinchor D iourbelSant-Louis Tam bacounda K aolack Thies Louga Fatick N ational LD I PovertyHeadcountPercent $1/day National Poverty Line National Averages Senegal: Poverty Headcounts
  • 10. A Living from Livestock Pro-Poor Livestock Policy Initiative 3. Livestock Development Indicators 0 10 20 30 40 50 60 70 80 90 PovertyHeadcountPercent MDI1.1 LDI1.1 Overall and Livestock Dependent Poverty Headcounts, Senegal Global Poverty Lines (LDI2)
  • 11. A Living from Livestock Pro-Poor Livestock Policy Initiative 3. Livestock Development Indicators 0 2 4 6 8 10 12 14 16 18 0 10 20 30 40 50 60 70 80 90 100 PovertyHeadcountPercent LD1.2 Percent of Poverty Livestock Poverty Headcount and Density by Province, Senegal National Poverty Lines
  • 12. A Living from Livestock Pro-Poor Livestock Policy Initiative 3. Livestock Development Indicators 0 5 10 15 20 25 30 0 10 20 30 40 50 60 Percent Poverty Gap Povincial Contribution Poverty Gaps at the National and Provincial Levels
  • 13. A Living from Livestock Pro-Poor Livestock Policy Initiative 3. Livestock Development Indicators 0 5 10 15 20 25 30 Provincial Quintiles National Quintiles Consumption Shares of the Poorest Income Quintiles
  • 14. A Living from Livestock Pro-Poor Livestock Policy Initiative 3. Livestock Development Indicators 0 2 4 6 8 10 12 14 16 Percentage MDI1.4 LDI1.4 Consumption Shares for Provincial Income Quintiles, Overall and LD Population
  • 15. A Living from Livestock Pro-Poor Livestock Policy Initiative 4. Impact Assessment • Multiplier analysis with Social Accounting Matrices (SAMs) offers a convenient way to examine livestock’s linkages across the economy. • To date, we have developed five SAMs for Vietnam and three for Senegal, working with different aggregations to look at a variety of income-expenditure linkages. Linkage Analysis with SAMs
  • 16. A Living from Livestock Pro-Poor Livestock Policy Initiative 4. Impact Assessment • With the benefit of improved sector data and detailed microeconomic surveys, we are seeing again and again the importance of livestock to smallholder livelihoods. • The challenge before us is to translate livestock dependence into a sustained source of income growth. • In most of the cases examined so far, improving the terms for smallholder participation in food markets offers the best means of doing this. Livestock and Rural Poor Livelihoods
  • 17. A Living from Livestock Pro-Poor Livestock Policy Initiative 4. Impact Assessment • Individual global effects are aggregations of extended income-expenditure chains across the economy. • Higher income groups generally have more indirect linkages to livestock income. • This means they may capture a large percentage of gains, even from policies targeted elsewhere. Multiplier Decomposition Analysis Results
  • 18. A Living from Livestock Pro-Poor Livestock Policy Initiative 4. Impact Assessment 0 5 1 0 1 5 2 0 2 5 3 0 3 5 4 0 H R u r 0 1 H R u r 0 2 H R u r 0 3 H R u r 0 4 H R u r 0 5 H U r b 0 1 H U r b 0 2 H U r b 0 3 H U r b 0 4 H U r b 0 5 HousedholdIncomeMultipliers PercentofValuefromNewLivestockDemand Because of their more diverse linkages to the economy, higher income groups generally enjoy larger multiplier effects. VnPoultry VnPig VnCattle VnOthLvstk SnLvstk Multiplier Linkages to Households Vietnam (Vn) and Senegal (Sn) Compared
  • 19. A Living from Livestock Pro-Poor Livestock Policy Initiative 4. Impact Assessment 0 5 1 0 1 5 2 0 2 5 3 0 3 5 4 0 HRu r 0 1 HRu r 0 2 HRu r 0 3 HRu r 0 4 HRu r 0 5 HUr b 0 1 HUr b 0 2 HUr b 0 3 HUr b 0 4 HUr b 0 5 RelativeandAbsoluteIncomeEffects(percent) R e la tiv e A b so lu te More livestock income goes to higher income groups, but livestock income is more important to Senegal’s rural poor. Senegal: Income Effects from Livestock
  • 20. A Living from Livestock Pro-Poor Livestock Policy Initiative 4. Impact Assessment • Using simulation models, we can assess a wide variety of policies ex ante. • Because we develop these models with consistent macro- micro datasets, we can evaluate economywide linkages and detailed incidence such as poverty alleviation. • Here we look at two generic kinds of scenarios: • Policies targeted to improve livestock production • Policies to improve market access Policy Simulation
  • 21. A Living from Livestock Pro-Poor Livestock Policy Initiative 4. Impact Assessment -5 0 5 10 15 20 25 30 35 40 45 HRu r01 HRu r02 HRu r03 HRu r04 HRu r05 HUrb 01 HUrb 02 HUrb 03 HUrb 04 HUrb 05 PercentChangeinAnnualIncome Higher income groups capture most of the gains from generalist policies. Pro-poor policies need targeting. Simulations of Producer Support and Trade Liberalization: Senegal Three Generic Scenarios: Prod Doubling of livestock productivity KSub 20% capital subsidy to livestock sector TLib Unilateral trade liberalization
  • 22. A Living from Livestock Pro-Poor Livestock Policy Initiative References & Further Reading PPLPI Research Reports PPLPI’s Livestock Development Goals: Application of LDG1 to Peru, Senegal and Viet Nam Livestock & Livelihoods: Development Goals & Indicators applied to Senegal Integrated Poverty Assessment of Livestock Promotion: The Case of Viet Nam Pro-Poor Livestock Policies: Which Poor to Target? For more information please visit the PPLPI website: www.fao.org/ag/pplpi.html www.fao.org/ag/againfo/projects/en/pplpi/publications.html
  • 23. A Living from Livestock Pro-Poor Livestock Policy Initiative