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INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Thematic study on food insecurity
and vulnerability in Nigeria
Oluyemisi Kuku-Shittu, Astrid Mathiassen, Amit Wadhwa,
Lucy Myles and Akeem Ajibola
NSSP Seminar Series,
Feb 14, 2013
Introduction
 A Comprehensive Food Security and Vulnerability
Analysis (CFSVA). Attempt to develop broad-based
national indicators on food security and vulnerability
of various segments of a population across regions.
 Joint report with WFP
 Data: Living Standards Measurement Study-
Integrated Surveys on Agriculture (LSMS-ISA).
• National bureau of statistics (NBS) and the World
Bank.
• Approx. 5000 respondents who are interviewed
every two years.
• This analysis relies on post-harvest data
Key Findings
 Food insecurity and poverty are intricately linked
 The poorest livelihoods are found in agriculture
 Households that engage in agriculture and other
activities fare better than those in agriculture alone
 The vulnerable and food insecure are mostly found
in rural areas and the North West and North East
regions of Nigeria
 While most households in all regions and at all
wealth levels purchase food, rural households and
poorer households (by wealth and livelihood) also
rely heavily on own food production.
Key Findings
 Nigerians generally consume a starchy diet, but
wealthier households are able to afford more
nutrient rich foods (including animal based
proteins) than poorer households.
 Households protect vulnerable household
members in terms of food allocations, although
difficult tradeoffs may occur in poorer
households.
 Poor households engage in extreme coping
strategies to deal with food shortages
Dimensions of food security
Availability
• Domestic production
• Commercial imports
• Reserves and food aid
Access
• Household production
• Financial resources to
purchase food
• Food prices and
markets
• Existence of
formal/informal social
safety nets
Utilization
• Care and feeding
practices
• Food preparation
• Intra-household
distribution
• Biological utilization of
food consumed
Food Security
Stability
What is food security?
“Food security exists when all people, at
all times, have physical, social, and
economic access to sufficient, safe and
nutritious food which meets their dietary
needs and food preferences for an active
and healthy life.”
– World Food Summit, 1996
Vulnerability
The probability of an acute decline in
access to food, or consumption, often in
reference to some critical value that
defines minimal values of human
wellbeing.
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
DEFINITION OF CONCEPTS
Food Consumption Score
 The Food Consumption Score (FCS) is a composite score
based on dietary diversity, food frequency and the relative
nutritional importance of different food groups
 The FCS serves as a proxy for current food security
 The FCS is calculated by observing the frequency by which
households consume various food items over a seven day
recall period
 Each food item is put into a category and the categories
are given a weight based on its relative nutritional value
 The FCS was developed and extensively used by WFP in
food security assessments
Food Consumption Groups
 Food consumption groups are created from the FCS based on
standard thresholds
 A FCS of 21 is a minimum. A FCS below 21 assumes a household
does NOT to eat at least staple foods and vegetables on a daily
basis and is thus considered to have a poor diet.
 A FCS between 21 and 35 reflects borderline food consumption. A
FCS of 35 assumes daily consumption of staple and vegetables
complemented by consumption of oil and pulses 4 days per week.
Food consumption group Standard threshold
Poor food consumption 0 – 21
Borderline food consumption 21.5 - 35
Acceptable food consumption >35.5
Wealth Index:
A proxy indicator of household level wealth
 The wealth index is a composite index which attempts to measure
wealth without relying on income and expenditure data
 The index is created by using a form of data reduction analysis
called Principle Component Analysis (PCA)
 A number of variables are used collectively to describe the wealth
of a household. In Nigeria, 16 variables were used to construct
the wealth index
 After creating the index, the households are ranked and placed in
quintiles to describe wealth groups within the population
Assets Households amenities
• TV
• Mobile phone
• Iron / sewing machine
• Refrigerator / stove
• Electricity generator
• Car
• Sofa / chairs / table
• Improved walls / roof / floor
• Improved drinking water
• Improved sanitation
• Electricity
• Cooking fuel
Distribution of households with
unimproved amenities
19
29
32
36
42
44
48
69
85
0 10 20 30 40 50 60 70 80 90
roof
floor
cell phone
drinking water
toilet
electricity
outer wall
cooking fuel
refuse disposal
Livelihood groups
 Due to the lack of proper income data we rely
on time use data to assign household
livelihood groups.
 Household members reports time spent in
income generating activities. Total time spent
in each activity is added for all household
members.
 We assign the household to a livelihood
group according to the proportion of time
spent in the income generating activities.
Description of livelihood profiles
Livelihood group Definition
Subsistence farmer, fisherman or
hunter only All time use in subsistence activities only
Mixed crop or cash crops only All time use in agricultural activities only
Mainly agriculture with other
activities
More than 50 percent of time in agriculture, with other
activities
Mainly industrial laborer
More than 50 percent of time use as an industry
employee
Mainly small business (craftsman) Mainly self employed artisans and craftsmen
Mainly business/commerce
Mainly managing a business, involved in sales, and other
larger commercial activities
Mainly livestock/poultry More than 50 percent of time use in animal husbandry
Mainly professionals
Salaried workers in public or private sector with
professional qualifications.
Mainly service laborers
More than 50 percent of time use in provision of services
that require no rigorous qualification
Agricultural & non agricultural
mixed activities
Carries out a variety of livelihood activities in agriculture
and other sectors
Non agricultural mixed activities
Carries out a variety of activities in the non-agricultural
sector.
Distribution of total households
in each livelihood group
3.8
15.2
13.3
7.7
5.0
21.4
1.6
11.3
12.3
4.3 4.0
0
5
10
15
20
25
Percent
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
DEMOGRAPHICS
Household characteristics
Household head (%) Basic literacy(%)
male household head spouse
Zone
North central 89 56 33
North east 97 50 29
North West 98 62 45
South East 71 61 68
South South 77 72 75
South West 79 73 73
Sector
Urban 82 78 72
Rural 86 55 42
On average about half of the household
members are dependents (children or elderly)
9
11
26
46
8
8
10
23
52
6
0 10 20 30 40 50 60
< 3 years
3-5 years
6-14 years
15-59 years
60+ years
female
male
Health: Breastfeeding and
supplementation.
Percentage of children
exclusively breast fed
for first six months
Percentage of children
given vitamin A
supplementation
Wealth quintile
Poorest 11 37
Poorer 11 38
Moderate 15 56
Wealthier 14 64
Wealthiest 21 74
Health: Access to unimproved
amenities by geographic region
50
48
39
34
24
27
20
45
70
50
34
33
39
36
26
52
96
96
93
87
87
65
67
97
0 20 40 60 80 100 120
North central
North east
North west
South east
South south
South west
Urban
RuralRegionZone
refuse disposal
toilet
drinking water
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
FOOD SECURITY AND
VULNERABILITY INDICATORS
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
WHICH GROUPS ARE MOST
VULNERABLE?
Geographic distribution of wealth
25.5
36.2
38.2
8.9
6.4
9.4
31.5
25.6
30.4
30.5
16.3
13.4
9.8
7.7
28.1
21.1
17.8
18.4
26.4
21.0
17.4
20.4
19.8
19.1
10.9
9.2
25.4
27.7
25.5
30.1
13.3
8.7
23.1
31.5
37.9
39.4
7.2
0% 20% 40% 60% 80% 100%
North Central
North East
North West
South East
South South
South West
Urban
Rural
RegionSector
poorest poorer moderate wealthier wealthiest
Poorest livelihood groups by sector
2
8
10
98
92
90
0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100%
Mainly livestock production
Subsistence farmer, fisher, hunter
Mixed crop or cash crops farmer
urban
rural
Vulnerability: High food expenditures
48%
27%
62%
50%
64%
73%
39% 41%
29%
0%
20%
40%
60%
80%
National
Urban
Rural
NorthCentral
NorthEast
NorthWest
SouthEast
SouthSouth
SouthWest
Sector Zone
Food expenditure share >75% by region
Vulnerability: High Food expenditures
by livelihood group
71
66
61
40 41
36
78
29
34
54
19
0
10
20
30
40
50
60
70
80
90
Food Sources by geographic area
58
59
66
67
70
72
73
62
14
11
16
14
13
19
20
12
26
28
18
17
14
5
4
24
0 20 40 60 80 100 120
North central
North east
North west
South east
South south
South west
Urban
Rural
RegionSector
Purchased
Away from home
Own production
Food sources by wealth quintile
• Poorer households rely more on own production, but purchased food
is the most important category for in all wealth groups
56
62
67
72
75
10
12
15
18
20
31
24
15
8
4
0 20 40 60 80 100 120
Poorest
Poorer
Moderate
Wealthier
Wealthiest
Purchased
Away from home
Own production
Food sources by livelihood group
50
59
61
69
70
71
55
70
72
61
76
10
8
10
20
20
17
8
18
20
12
20
37
30
26
10
8
9
36
9
7
24
3
0 20 40 60 80 100 120
Subsistence farmer, fisher, hunter
Mixed crop or cash crops farmer
Mainly agriculture with other activities
Mainly industrial laborer
Mainly self-employed artisans
Mainly business/commerce
Mainly livestock production
Mainly professional
Mainly service laborer
Mixed activities
Non-agricultural mixed activities
Purchased
Away from home
Own production
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
FOOD CONSUMPTION AND FOOD
DEFICIT COPING STRATEGIES
Mean number of days per week food item
is consumed at home
6.5
6.5
6.7
6.7
6.1
6.7
6.3
6.4
6.6
2.9
3.0
3.8
2.9
2.3
2.8
2.9
3.1
2.9
4.9
5.1
5.4
5.5
4.1
4.9
4.5
4.9
5.0
3.7
3.9
3.1
2.3
3.8
5.0
4.2
4.3
3.4
2.5
2.6
3.8
3.4
2.5
2.4
5.4
5.7
5.5
5.9
4.9
5.7
4.8
5.3
5.4
0 10 20 30
National
North Central
North East
North West
South East
South South
South West
Urban
Rural
RegionSector
cereals and tubers
pulses
vegetables
fruit
meat and fish
milk
sugar
oil
Days
Frequency food item is consumed by
wealth quintile-starches
11
12
13
16
19
88
86
85
82
80
0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100%
Poorest
Poorer
Moderate
Wealthier
Wealthiest
rarely (0-2 times per week) sometimes (3-5 times per week) frequently (6-7 times per week)
Frequency food item is consumed by
wealth quintile- animal proteins
37
25
15
12
8
27
29
27
19
20
36
46
59
69
72
0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100%
Poorest
Poorer
Moderate
Wealthier
Wealthiest
rarely (0-2 times per week) sometimes (3-5 times per week) frequently (6-7 times per week)
Food consumption categories by
wealth quintile
9
5
5
4
2
20
15
12
14
13
71
80
82
82
85
0 20 40 60 80 100 120
Poorest
Poorer
Moderate
Wealthier
Wealthiest
Wealthquintile
Poor
Borderline
Acceptable
Intrahousehold food allocations: Household
members with least diverse diet
Men Women Children
Poorest
47 26 27
Poorer
43 21 36
Moderate
69 18 13
Wealthier
72 17 11
Wealthiest
79 12 8
Causes of food shortages
6
2
5
5
4
16
21
36
3
7
10
14
16
8
5
29
0 10 20 30 40
Civil unrest/riots
Crop pest damage
Drought
Small land size
Lack of farm inputs
Other reasons
Financial hardship
High food prices
Rural
Urban
Most frequent coping strategies for
dealing with food shortages
• Poorer households use more severe coping strategies
0 2 4 6 8 10
Poorest
Poorer
Moderate
Wealthier
Wealthiest
Go a whole day and night without
eating anything
Go to sleep at night hungry because
there is not enough food
Have no food of any kind in your
household
Borrow food, or rely on help from a
friend or relative
Recommendations
 Better funding for data collection efforts
 Culturally appropriate interventions to bridge gender gap
in education
 Targeted food support for low income breastfeeding
women
 Local and State government need to do better in
providing water and sanitation amenities
 Improved access to animal proteins
 Maximum support for ATA to increase opportunities and
incomes for poor rural farmers.
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
THANK YOU

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Nutrition presentation seminar feb13

  • 1. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Thematic study on food insecurity and vulnerability in Nigeria Oluyemisi Kuku-Shittu, Astrid Mathiassen, Amit Wadhwa, Lucy Myles and Akeem Ajibola NSSP Seminar Series, Feb 14, 2013
  • 2. Introduction  A Comprehensive Food Security and Vulnerability Analysis (CFSVA). Attempt to develop broad-based national indicators on food security and vulnerability of various segments of a population across regions.  Joint report with WFP  Data: Living Standards Measurement Study- Integrated Surveys on Agriculture (LSMS-ISA). • National bureau of statistics (NBS) and the World Bank. • Approx. 5000 respondents who are interviewed every two years. • This analysis relies on post-harvest data
  • 3. Key Findings  Food insecurity and poverty are intricately linked  The poorest livelihoods are found in agriculture  Households that engage in agriculture and other activities fare better than those in agriculture alone  The vulnerable and food insecure are mostly found in rural areas and the North West and North East regions of Nigeria  While most households in all regions and at all wealth levels purchase food, rural households and poorer households (by wealth and livelihood) also rely heavily on own food production.
  • 4. Key Findings  Nigerians generally consume a starchy diet, but wealthier households are able to afford more nutrient rich foods (including animal based proteins) than poorer households.  Households protect vulnerable household members in terms of food allocations, although difficult tradeoffs may occur in poorer households.  Poor households engage in extreme coping strategies to deal with food shortages
  • 5. Dimensions of food security Availability • Domestic production • Commercial imports • Reserves and food aid Access • Household production • Financial resources to purchase food • Food prices and markets • Existence of formal/informal social safety nets Utilization • Care and feeding practices • Food preparation • Intra-household distribution • Biological utilization of food consumed Food Security Stability
  • 6. What is food security? “Food security exists when all people, at all times, have physical, social, and economic access to sufficient, safe and nutritious food which meets their dietary needs and food preferences for an active and healthy life.” – World Food Summit, 1996
  • 7. Vulnerability The probability of an acute decline in access to food, or consumption, often in reference to some critical value that defines minimal values of human wellbeing.
  • 8. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE DEFINITION OF CONCEPTS
  • 9. Food Consumption Score  The Food Consumption Score (FCS) is a composite score based on dietary diversity, food frequency and the relative nutritional importance of different food groups  The FCS serves as a proxy for current food security  The FCS is calculated by observing the frequency by which households consume various food items over a seven day recall period  Each food item is put into a category and the categories are given a weight based on its relative nutritional value  The FCS was developed and extensively used by WFP in food security assessments
  • 10. Food Consumption Groups  Food consumption groups are created from the FCS based on standard thresholds  A FCS of 21 is a minimum. A FCS below 21 assumes a household does NOT to eat at least staple foods and vegetables on a daily basis and is thus considered to have a poor diet.  A FCS between 21 and 35 reflects borderline food consumption. A FCS of 35 assumes daily consumption of staple and vegetables complemented by consumption of oil and pulses 4 days per week. Food consumption group Standard threshold Poor food consumption 0 – 21 Borderline food consumption 21.5 - 35 Acceptable food consumption >35.5
  • 11. Wealth Index: A proxy indicator of household level wealth  The wealth index is a composite index which attempts to measure wealth without relying on income and expenditure data  The index is created by using a form of data reduction analysis called Principle Component Analysis (PCA)  A number of variables are used collectively to describe the wealth of a household. In Nigeria, 16 variables were used to construct the wealth index  After creating the index, the households are ranked and placed in quintiles to describe wealth groups within the population Assets Households amenities • TV • Mobile phone • Iron / sewing machine • Refrigerator / stove • Electricity generator • Car • Sofa / chairs / table • Improved walls / roof / floor • Improved drinking water • Improved sanitation • Electricity • Cooking fuel
  • 12. Distribution of households with unimproved amenities 19 29 32 36 42 44 48 69 85 0 10 20 30 40 50 60 70 80 90 roof floor cell phone drinking water toilet electricity outer wall cooking fuel refuse disposal
  • 13. Livelihood groups  Due to the lack of proper income data we rely on time use data to assign household livelihood groups.  Household members reports time spent in income generating activities. Total time spent in each activity is added for all household members.  We assign the household to a livelihood group according to the proportion of time spent in the income generating activities.
  • 14. Description of livelihood profiles Livelihood group Definition Subsistence farmer, fisherman or hunter only All time use in subsistence activities only Mixed crop or cash crops only All time use in agricultural activities only Mainly agriculture with other activities More than 50 percent of time in agriculture, with other activities Mainly industrial laborer More than 50 percent of time use as an industry employee Mainly small business (craftsman) Mainly self employed artisans and craftsmen Mainly business/commerce Mainly managing a business, involved in sales, and other larger commercial activities Mainly livestock/poultry More than 50 percent of time use in animal husbandry Mainly professionals Salaried workers in public or private sector with professional qualifications. Mainly service laborers More than 50 percent of time use in provision of services that require no rigorous qualification Agricultural & non agricultural mixed activities Carries out a variety of livelihood activities in agriculture and other sectors Non agricultural mixed activities Carries out a variety of activities in the non-agricultural sector.
  • 15. Distribution of total households in each livelihood group 3.8 15.2 13.3 7.7 5.0 21.4 1.6 11.3 12.3 4.3 4.0 0 5 10 15 20 25 Percent
  • 16. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE DEMOGRAPHICS
  • 17. Household characteristics Household head (%) Basic literacy(%) male household head spouse Zone North central 89 56 33 North east 97 50 29 North West 98 62 45 South East 71 61 68 South South 77 72 75 South West 79 73 73 Sector Urban 82 78 72 Rural 86 55 42
  • 18. On average about half of the household members are dependents (children or elderly) 9 11 26 46 8 8 10 23 52 6 0 10 20 30 40 50 60 < 3 years 3-5 years 6-14 years 15-59 years 60+ years female male
  • 19. Health: Breastfeeding and supplementation. Percentage of children exclusively breast fed for first six months Percentage of children given vitamin A supplementation Wealth quintile Poorest 11 37 Poorer 11 38 Moderate 15 56 Wealthier 14 64 Wealthiest 21 74
  • 20. Health: Access to unimproved amenities by geographic region 50 48 39 34 24 27 20 45 70 50 34 33 39 36 26 52 96 96 93 87 87 65 67 97 0 20 40 60 80 100 120 North central North east North west South east South south South west Urban RuralRegionZone refuse disposal toilet drinking water
  • 21. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE FOOD SECURITY AND VULNERABILITY INDICATORS
  • 22. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE WHICH GROUPS ARE MOST VULNERABLE?
  • 23. Geographic distribution of wealth 25.5 36.2 38.2 8.9 6.4 9.4 31.5 25.6 30.4 30.5 16.3 13.4 9.8 7.7 28.1 21.1 17.8 18.4 26.4 21.0 17.4 20.4 19.8 19.1 10.9 9.2 25.4 27.7 25.5 30.1 13.3 8.7 23.1 31.5 37.9 39.4 7.2 0% 20% 40% 60% 80% 100% North Central North East North West South East South South South West Urban Rural RegionSector poorest poorer moderate wealthier wealthiest
  • 24. Poorest livelihood groups by sector 2 8 10 98 92 90 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Mainly livestock production Subsistence farmer, fisher, hunter Mixed crop or cash crops farmer urban rural
  • 25. Vulnerability: High food expenditures 48% 27% 62% 50% 64% 73% 39% 41% 29% 0% 20% 40% 60% 80% National Urban Rural NorthCentral NorthEast NorthWest SouthEast SouthSouth SouthWest Sector Zone Food expenditure share >75% by region
  • 26. Vulnerability: High Food expenditures by livelihood group 71 66 61 40 41 36 78 29 34 54 19 0 10 20 30 40 50 60 70 80 90
  • 27. Food Sources by geographic area 58 59 66 67 70 72 73 62 14 11 16 14 13 19 20 12 26 28 18 17 14 5 4 24 0 20 40 60 80 100 120 North central North east North west South east South south South west Urban Rural RegionSector Purchased Away from home Own production
  • 28. Food sources by wealth quintile • Poorer households rely more on own production, but purchased food is the most important category for in all wealth groups 56 62 67 72 75 10 12 15 18 20 31 24 15 8 4 0 20 40 60 80 100 120 Poorest Poorer Moderate Wealthier Wealthiest Purchased Away from home Own production
  • 29. Food sources by livelihood group 50 59 61 69 70 71 55 70 72 61 76 10 8 10 20 20 17 8 18 20 12 20 37 30 26 10 8 9 36 9 7 24 3 0 20 40 60 80 100 120 Subsistence farmer, fisher, hunter Mixed crop or cash crops farmer Mainly agriculture with other activities Mainly industrial laborer Mainly self-employed artisans Mainly business/commerce Mainly livestock production Mainly professional Mainly service laborer Mixed activities Non-agricultural mixed activities Purchased Away from home Own production
  • 30. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE FOOD CONSUMPTION AND FOOD DEFICIT COPING STRATEGIES
  • 31. Mean number of days per week food item is consumed at home 6.5 6.5 6.7 6.7 6.1 6.7 6.3 6.4 6.6 2.9 3.0 3.8 2.9 2.3 2.8 2.9 3.1 2.9 4.9 5.1 5.4 5.5 4.1 4.9 4.5 4.9 5.0 3.7 3.9 3.1 2.3 3.8 5.0 4.2 4.3 3.4 2.5 2.6 3.8 3.4 2.5 2.4 5.4 5.7 5.5 5.9 4.9 5.7 4.8 5.3 5.4 0 10 20 30 National North Central North East North West South East South South South West Urban Rural RegionSector cereals and tubers pulses vegetables fruit meat and fish milk sugar oil Days
  • 32. Frequency food item is consumed by wealth quintile-starches 11 12 13 16 19 88 86 85 82 80 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Poorest Poorer Moderate Wealthier Wealthiest rarely (0-2 times per week) sometimes (3-5 times per week) frequently (6-7 times per week)
  • 33. Frequency food item is consumed by wealth quintile- animal proteins 37 25 15 12 8 27 29 27 19 20 36 46 59 69 72 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Poorest Poorer Moderate Wealthier Wealthiest rarely (0-2 times per week) sometimes (3-5 times per week) frequently (6-7 times per week)
  • 34. Food consumption categories by wealth quintile 9 5 5 4 2 20 15 12 14 13 71 80 82 82 85 0 20 40 60 80 100 120 Poorest Poorer Moderate Wealthier Wealthiest Wealthquintile Poor Borderline Acceptable
  • 35. Intrahousehold food allocations: Household members with least diverse diet Men Women Children Poorest 47 26 27 Poorer 43 21 36 Moderate 69 18 13 Wealthier 72 17 11 Wealthiest 79 12 8
  • 36. Causes of food shortages 6 2 5 5 4 16 21 36 3 7 10 14 16 8 5 29 0 10 20 30 40 Civil unrest/riots Crop pest damage Drought Small land size Lack of farm inputs Other reasons Financial hardship High food prices Rural Urban
  • 37. Most frequent coping strategies for dealing with food shortages • Poorer households use more severe coping strategies 0 2 4 6 8 10 Poorest Poorer Moderate Wealthier Wealthiest Go a whole day and night without eating anything Go to sleep at night hungry because there is not enough food Have no food of any kind in your household Borrow food, or rely on help from a friend or relative
  • 38. Recommendations  Better funding for data collection efforts  Culturally appropriate interventions to bridge gender gap in education  Targeted food support for low income breastfeeding women  Local and State government need to do better in providing water and sanitation amenities  Improved access to animal proteins  Maximum support for ATA to increase opportunities and incomes for poor rural farmers.
  • 39. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE THANK YOU