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Punjab Economic Opportunities Programme
Preliminary Findings for Livestock and Dairy Interventions
Imran Rasul (UCL), Adnan Khan (IGC, LSE)( ) ( )and
Robin Burgess (LSE), Orazio Attanasio (UCL) g ( ), ( )and Oriana Bandiera (LSE)
1
861 PSUs
I. Background to PEOP: Livestock and Diary Interventions
• Goal is to improve the lives of households through:p g
Better access to marketable skills
Access to dairy yield enhancing practices, better animal health care, nutrition and breed
improvement to 100,000 dairy farmer
Better functioning livestock markets and linkages accessible to 50,000 livestock farmers
• Achieving this means understanding issues on both demand & supply sides• Household, Village and Supply Side Surveys
• Interventions (evaluated through RCTs):
Constraints on knowledge and practices - Information Campaigns (Farmer Days, mobile telecoms)
Constraints on raising productivity yields – Mobile Vets, etc
Asset transfer programs
Shortcomings in s ppl side factors linking farmers to markets Shortcomings in supply side factors linking farmers to markets
3
Livestock OwnershipLivestock Ownership
Full Sample Rural Only Urban Only
Non-owner HHs 48.23% 36.22% 79.57%
HHs owning at least one 51.78% 63.78% 20.43%animal 51.78% 63.78% 20.43%
Mean of HHs with animal,conditional on ≥1 5.72 5.63 6.47
Mean of Cattle + Buffaloes,conditional on ≥1 3.73 3.70 3.96
• Asset transfer programs targeted towards non-owners: benefit 48% of households• Livestock rearing practices programs: benefit 52% of households• Livestock rearing practices programs: benefit 52% of households• Market linkage programs: directly benefit 52% of households
Hi hl l d f li k h h ld i b
4
• Highly selected group of livestock households in urban areas
ProductivityMilk yield distributions by animal type
Animal Mean 25th Percentile Median 75th Percentile
Cow 2.29 1.5 2 3Buffalo 2.98 2 3 4
• The top 25% of farmers have yields more than double the bottom 25% of farmers
• This productivity variation remains when we take account fof:
• the number and types of animals owned, other h h ld hhousehold characteristics• the PSU in which the farmer lives
5
Implications for Livestock Policy
• Big differences in self-reported skills and practices among farmers in the 1st
and 4th quartile of the productivity distributionq p
• POLICY LESSON 1: If this productivity dispersion is because of basic kill d ti th 40% i t i i ld f fskills and practices, then 40% improvements in yields for some farmers are
achievable
• Farmer days: low cost, potentially high return intervention
/• NEXT QUESTION: do farmers express a desire for more skills/training?
6
Current Skills
Table Skills most suited for Males Table Skills most suited for Females
Current Skills
What tasks are you skills
most suited for?
District Code
BHN BHW LDH MZG Total
What tasks are you skills
most suited for?
District Code
BHN BHW LDH MZG Total
Table Skills most suited for - Males Table Skills most suited for - Females
Farm Maintenance 44.93 14.58 3.45 3.92 17.67
Farming 49.76 47.92 43.10 60.29 50.49
Farm Maintenance 50.00 14.81 5.26 6.25 9.65
Farming 50.00 44.44 5.26 12.50 20.18
Animal Breeding 1.45 34.38 53.45 15.69 25.14
Animal Health Care 2.90 1.82 0.00 5.88 2.74
P l 0 97 1 04 0 00 3 43 1 43
Animal Breeding 0.00 25.93 89.47 75.00 63.16
Animal Health Care 0.00 14.81 0.00 0.00 3.51
P l 0 00 0 00 0 00 3 13 1 75Poultry 0.97 1.04 0.00 3.43 1.43
Veterinary 0.00 0.26 0.00 10.78 2.52
Poultry 0.00 0.00 0.00 3.13 1.75
Veterinary 0.00 0.00 0.00 3.13 1.75
N 207 384 116 204 911 N 4 27 19 64 114
7
Desired Skills
T bl Skill lik i M l T bl Skill lik i F l
Desired Skills
What skill do youthink Name would like
t i ?District Code
What skill do youthink Name would like
t i ?District Code
Table Skills like to acquire - Males Table Skills like to acquire - Females
to acquire? BHN BHW LDH MZG Total
Farm Maintenance 50.53 14.81 4.31 2.87 18.25Farming 43.16 44.97 43.1 60.29 47.93
to acquire? BHN BHW LDH MZG Total
Farm Maintenance 33.33 8.33 0 6.35 6.36Farming 66.67 50 0 12.7 20
Animal Breeding 2.11 35.98 52.59 16.27 26.32Animal Health Care 3.16 2.65 0 6.22 3.25
Fish Farms 0 0.26 0 0 0.11Poultry 1.05 1.06 0 3.35 1.46
Animal Breeding 0 29.17 95 74.6 66.36
Animal Health Care 0 12.5 0 0 2.73Fish Farms 0 0 5 0 0.91
Poultry 0 0 0 3.17 1.82y 5 5Veterinary 0 0.26 0 11 3
N 190 378 116 209 893
yVeterinary 0 0 0 3.17 1.82
N 3 24 20 63 110
POLICY LESSON 2: DEMAND TO ACQUIRE MORE SKILLS AND TRAINING IN LIVESTOCKDemand predominantly for more of the same skills, not diversification
8
I t U A i l H lthInput Usage: Animal HealthFigure 4.2. Livestock Health Status by
Animal Type Figure 4.3. Percentage animals by
80
90
100
Animal Type
90.00
100.00
Figure 4.3. Percentage animals by animal type and cause of loss
60
70
80
cattle 60.00
70.00
80.00
30
40
50 buffalo
sheep
goat
chicken/duck30.00
40.00
50.00
10
20
30
0.00
10.00
20.00
Cow Cattle Buffalo Buffalo Sheep Goat Goat Chicken/ Chick/ 0
percent vaccinated
percent sick percent of sick that were treated
Young Young Duck Duckling
Died due to illness Died due to accident Theft
9
Input Usage: Animal Health p g
Table: Percentage of government treatment facilities availed by households by district
% of LivestockTotal Govt Vet
Reason for not availing as %age of Livestock owning HHs that did not avail
District% of Livestockowning HHsthat availed
facilities (Source: LDDD) Too far Poor Response Too Expensive
Bahawalnagar 40.29 184 83.74 13.82 2.44
Bahawalpur 53.95 173 88.57 8.57 2.86
Lodhran 18.75 37 73.08 22.31 4.62
Muzaffargarh 38.61 132 78.49 18.82 2.69
N 526 468 93 18
POLICY LESSON 3: need more service availability: mobile veterinary services
10BRING SERVICES TO THE FARMERS: FARMERS CANNOT TRAVEL TO THE SERVICES
Perceptions of Animal Health Service ProvidersPerceptions of Animal Health Service Providers
S ti f ti ith
Table: Quality of animal health services
Perception of quality(in percentages)
Satisfaction with outcome of dealing with animal health(in percentages) with animal health service provider
Private Govt Private Govt
Very Unsatisfactory 3.15 4.16 3.43 5.17U ti f t 10 67 18 2 11 52 18 55Unsatisfactory 10.67 18.2 11.52 18.55Neutral 33.93 38.03 32.81 36.37Satisfactory 49.61 37.08 49.44 37.38Very Satisfactory 2.64 2.53 2.81 2.53
11
V Outputs: Milk Sale and PurchaseV. Outputs: Milk, Sale and PurchaseFigure 5.2. Average milk selling price by animal type and time of day
Average cow milk price by type of individual and time
Average buffalo milk price by type of individual and time
25 0030.0035.0040.0045.00
25 0030.0035.0040.0045.00
0 005.00
10.0015.0020.0025.00
0 005.00
10.0015.0020.0025.00
0.00
Dho
dhi
Chill
er
Cons
umer
-Ru
ral
onsu
mer
-U
rban
Dho
dhi
Chill
er
Cons
umer
-Ru
ral
onsu
mer
-U
rban
0.00
Dho
dhi
Chill
er
onsu
mer
-Ru
ral
nsum
er -
Urb
an
Dho
dhi
Chill
er
onsu
mer
-Ru
ral
nsum
er -
Urb
an
POLICY LESSON 5: increasing market linkages to dodhis and chillers will
C Co C Co
Morning Evening
Co Co Co Co
Morning Evening
12
raise farmer incomes substantiallyRecall majority of low productivity farmers are consuming all milk
VI. Intermediate Markets ChillersVI. Intermediate Markets Chillers
Figure 6.4. Reasons why not use private chillers (by district)
35404550
20253035
51015
0Chiller Too Far
AwayExpensive They don't give
a fai Didn't Know
About ItDon't Want To Other (specify)
Bahawalnagar Bahawalpur Lodhran MuzaffargarhBahawalnagar Bahawalpur Lodhran Muzaffargarh
POLICY LESSON 6: LINK FARMERS TO THE SERVICES: FARMERS CANNOT TRAVEL TO THE SERVICES
13
TO THE SERVICES
FinanceFinance
Fi 8 1 P p f L
Credit Landlord
6%
Fig 8.2. LS Loan SourceFig. 8.1. Purpose of LoanConsumption expenditure (personal items
Investment expenditure, such a B ildi
Formal Inst11%
from shop11%
28%
Building
Business expenditure
To pay for unforeseen expenses
MFI/NGO11%
Neighbourhood/Friend
61%3%
50% To purchase animals, livestock, feed, r
Education
To Purchase seeds
Pawnshop0%
9%
4%
1%
0%4%
1%
Other
Total
1%
POLICY LESSON 7: Microfinance is not the most severe constraint to farmers
14
Practices, linkages, asset transfers will have larger impacts
Baseline Surveys-Phase I
• Results from Phase I presented strong evidence for the following potential interventions– The need for increased livestock asset ownership (1/3rd of rural
households did not own livestock) – Asset Transfer ProgramsA t b tt li t k d d i p ti F D /– Access to better livestock and dairy practices - Farmer Days / Mobile Telecom Services / Mobile Vet Services / Lady Livestock Workers
– Improved linkages and increased access to livestock markets• Supply side interventions• Collective bargaining power
Interventions For Which Current Evidenceis Less Supportive
• Less compelling evidence that lack of credit is a major impediment for achievement PEOP goals in livestockg– Farmers do NOT say they don’t report services because they are
too expensive– Farmers currently ARE able to take out credit loans, and they do
NOT use them for livestock related purposes
• Less evidence of need to obtain access to cattle markets (well integrated prices of animal sales and purchases)integrated prices of animal sales and purchases)– Well integrated markets for buying and selling livestock– NO strong evidence on need to establish central cattle marketsg– Focus should be on more localized service provision and delivery
16
Livestock Supply Side SurveysLivestock Supply Side Surveys
Surveys target the supply side of market:1. Veterinary Institutes2. Milk Collection Centres and Chillers3. Cattle Markets4. Microfinance Institutions5. Private Vets6. Informal Vets (quacks)7. Dodhis and milk traders7. Dodhis and milk traders8. Informal Moneylenders
17
Livestock Supply Side SurveysLivestock Supply Side Surveys
These surveys will collect information on:These surveys will collect information on: - Services offered, pricing strategy, groups served and client
demographics business networks constraints to expansiondemographics, business networks, constraints to expansion
WHERE ARE THE GAPS IN THE SUPPLY SIDE?
ARE SOME GROUPS BEING EXCLUDED FROM THESE SUPPLY SIDEARE SOME GROUPS BEING EXCLUDED FROM THESE SUPPLY SIDE SERVICES
RCT EVALUATION OF SUPPLY SIDE CHANGESRCT EVALUATION OF SUPPLY SIDE CHANGES can we work with the private sector and NGOs to evaluate impact ofinterventions like opening chillers?
18
Intervention -Farmers’ Day
Intervention Design
• Two day activity comprising registration, information and training sessions on Two d y c v y co p s g eg s o , o o d g sess o s othe first day and door to door vaccination on the second day
• Feedback regarding the quality of information session was obtained from tt d th fi t d O th d d f ll f fill dattendees on the first day. One the second day, follow-up forms were filled
out by the treatment households• RCT design was used: assignment of villages to treatment and control groups
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Feedback
Usefulness of training in creating awareness regarding…(Scoring on a scale of 1=very poor & 5=very good)
4.12
4.1
4.15Prevailing Infections
Worms (Treatment nd C ntr l)
Milk value addition4.04
3.94
3 95
4
4.05
and Control)
B l d F diG t /Sh i4.044.09
3.85
3.9
3.95 Balanced Feeding Goat /Sheep rearing
4.094.09
Breed ImprovementMineral
supplementation
4.014.1
Fodder improvement
Calf Rearing
3.98
Dairy Farming business Training Component
20
Reasons for Previously Not Attending Farmers’ Day
• More than 50% of the farmers seemed to be unaware of such an activity or its purpose
Others
activity or its purpose
• This coupled with the feedback
Do not need training
Venue of farmers day is
received from the participants makes clear the need for such an intervention given the huge
i i Venue of farmers day is too far away
Did not know about a farmer’s day
existing gaps
• Farmers are aware of the need for
0% 10% 20% 30% 40% 50% 60%
Farmers day will not be helpful
better animal health care but either do not have access to facilities or lack practical knowledge
21
Impact on Key Outcomes
OutcomeBaseline Measure
• Upon running tracker surveys on the PEOP participating h h ld i f Productivity Per Cow Per Day (litres) 2.50
Productivity Per Buffalo Per Day (litres) 2.49
How often is water provided to livestock
households, impact of intervention will be measured
How often is water provided to livestock (times/day) 2.33
Number of cows and buffaloes vaccinated 3.29
Ho sehold Income from Li estock Per Month
• Key baseline and endlineoutcomes of interest fall into three categories Household Income from Livestock Per Month
(Rs.) 16986.23
Food Consumption Per Capita Per Month (Rs.) 1374.89
three categories– Awareness (changes in
livestock healthcare) Skill E h ( h i– Skills Enhancement (changes in productivity, better feeding practices)H h ld Li i S d d– Household Living Standard (income and consumption)
22