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IMPACT OF CASH PLUS IN
SOMALIA
ELSA VALLI, SILVIO DAIDONE, NICHOLAS J. SITKO, IRENE
STAFFIERI
IFAD June 23rd, 2022
BACKGROUND
• Graduation and cash-plus programmes increasingly implemented to
support economic inclusion and poverty reduction
• Evidence gaps
• Particularly in fragile states and humanitarian contexts
• On combinations of components
• Lack of evidence on productive and economic impacts
QUESTIONS
• How do different combinations of cash plus agriculture
interventions influence:
•Protective outcomes: food security?
•Productive outcomes: promoting crop and income
diversification, increased input use, and adoption of
improved agricultural practices, increased assets?
•How do these relationships vary?:
•Weather shock exposure
•Socio-economic groups
CONTEXT
4 categories of rural livelihoods
1. Pastoralism (49%)
2. Agro-pastoralism in semi-arid areas, livestock herding is the dominant economic activity,
though rainfall and ecological conditions allow the cultivation of cereals, mainly maize and
sorghum (30%)
3. Riverine agriculture, cultivation of diverse crops beyond staple commodities (16%)
4. Coastal, fishing combined with pastoralism (5%)
2 main rainy seasons
 heaviest rains fall during the gu season (April to June)
 lighter and more sporadic rains falling during the deyr season (October to December)
Frequent severe shocks
 Since 2016, Somalia has faced climate shocks for eight consecutive agricultural seasons (FAO,
2020)
 Locusts' invasions
CASH PLUS AGRICULTURE
PROGRAMME
• Started in 2016 in response to the recurrent crises faced by rural Somali’s
• Goal: to provide agricultural livelihood support to help farming households
improve their agricultural production and provide them with cash to meet
immediate basic needs in the period prior to crop harvest
• Programme description: short-term seasonal assistance
package
 Unconditional cash transfers (monthly payments)
 Multifaceted rural development livelihood interventions
 e-voucher agriculture livelihood package: a cereal, a pulse and an assorted
vegetable seed kits, basic farm tools and hermetic storage bags
 Fertilizers, irrigation hours (South), and tractor hours (North).
 Training
 Each household support for one agricultural season only
PROJECT TARGETING
Geographical targeting
 Villages in crisis (IPC Phase 3) or emergency (Phase 4)
 Villages not already reached by other development actors
FAO Household Targeting criteria
 Vulnerable households with more than two children under 5 years of age
 Registered/or hosted rural internally displaced persons who are unemployed and without
any regular income or assets
 Households with children who are severely or moderately malnourished
 Households with the least holding of land and/or livestock (classified as very poor in
terms of asset holding in that village)
Selection process
 Community consultation meetings with representatives of segments of community at
districts and villages levels (i.e., Council Elders, Village Elders, Community representatives)
and implementing partners
DATA
• Dataset: 2019 Crop and Yield Assessment (CYA)
• Survey collected to monitor the effectiveness of the programmatic
response to recurrent economic shocks suffered by the Somali
rural population
• Sample & Treatment status
• Operational issues in implementation, so at the end various
combinations of cash, inputs and training were delivered
• 1,524 households  1,287 households
2019
Frequenc
y
Percent
Non beneficiary 312 20.5
Inputs only 398 26.1
Cash + Inputs 577 37.9
Cash + Inputs +
Training
122 8
Cash only 104 6.8
Inputs + Training 10 0.7
Cash + Training 1 0.07
N 1,524 100
OUTCOMES
8 main outcomes, protective and
productive
 Food security
 FCS
 Extreme food insecurity
 Moderate and extreme food insecurity
 Assets
 Agricultural assets
 Livestock
 Agricultural practices
 No. adopted improved inputs
 No. planted crops
 Livelihood strategies
 No. income sources
EMPIRICAL STRATEGY & MATCHING
DIAGNOSTICS
 Inverse-Probability-Weighting regression-adjustment (IPWRA)
Matching modeling
Female head
Age of head
Head married
No. of children 0-14
No. of adults 15-64
Distance from market (Min)
Owned land, ha (ihs)
Owned land sqr
Hh reported shock: desert locust attack
Hh reported shock: flood
Age of head sqr
Female head * Age of head
RESULTS
MAIN RESULTS
Food
Consum
ption
Score
Poor
food
security
(FCS<21
)
Moderate
and poor
food
security
(FCS<35)
Agricultur
al assets
Livestoc
k (TLU)
No. of
adopted
improved
inputs
No. of
planted
crops
No. of
income
sources
(1) (2) (3) (4) (5) (6) (7) (8)
Input only vs. C 2.361 0.002 -0.051 0.346 0.308 0.609 0.597 0.267
(2.803) (0.036) (0.062) (0.179)* (0.156)*
*
(0.126)*** (0.164)*** (0.097)***
Cash + Input vs. C 6.822 -0.094 -0.192 0.276 -0.042 0.450 0.814 0.415
(6.401) (0.051)* (0.085)** (0.264) (0.205) (0.208)** (0.174)*** (0.088)***
Inputs + Cash vs
Inputs
-3.299 -0.012 -0.005 -0.521 -0.176 -0.061 0.311 0.184
(4.640) (0.038) (0.066) (0.282)* (0.190) (0.171) (0.198) (0.105)*
N 1,287 1,287 1,287 1,287 1,287 1,287 1,287 1,287
Comparison mean 52.880 0.119 0.285 0.011 1.318 1.365 1.740 1.298
HETEROGENOUS EFFECTS
 Gender: similar pattern between female and male heads but
positive impacts in the female group assets / male livestock
Positive effects on food security for cash plus for male and inputs only for female
Protective role played by the cash-plus approach during a
severe weather shock
CONCLUSIONS
 Positive and significant impacts on a number of
productive outcomes
 Some difference between the two treatments:
 Inputs increasewealth
 Cash plus reduces severe & moderate food insecurity and
higher levels of income diversification
 Evidence of heterogeneous impacts under conditions
of weather shocks, and between socio-economic
segments of the population
 Caveats: data constraints (spillovers, C hhs previous
beneficiaries)
POLICY IMPLICATIONS
 Operational performance is critical
 Delivery and predictability critical for households’ decisions about livelihood
strategies
A long-term, developmental approach would contribute overcoming some of
the operational challenges
Programme design
Cash important
From short-term to long-term support
 Humanitarian supports should be thought as tools to address temporary
shocks.
 A long-term, developmental approach should be introduced to help
households transitioning toward an out-of-poverty trajectory
THANK YOU!

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Somalia Cash plus IFAD final.pptx

  • 1. IMPACT OF CASH PLUS IN SOMALIA ELSA VALLI, SILVIO DAIDONE, NICHOLAS J. SITKO, IRENE STAFFIERI IFAD June 23rd, 2022
  • 2. BACKGROUND • Graduation and cash-plus programmes increasingly implemented to support economic inclusion and poverty reduction • Evidence gaps • Particularly in fragile states and humanitarian contexts • On combinations of components • Lack of evidence on productive and economic impacts
  • 3. QUESTIONS • How do different combinations of cash plus agriculture interventions influence: •Protective outcomes: food security? •Productive outcomes: promoting crop and income diversification, increased input use, and adoption of improved agricultural practices, increased assets? •How do these relationships vary?: •Weather shock exposure •Socio-economic groups
  • 4. CONTEXT 4 categories of rural livelihoods 1. Pastoralism (49%) 2. Agro-pastoralism in semi-arid areas, livestock herding is the dominant economic activity, though rainfall and ecological conditions allow the cultivation of cereals, mainly maize and sorghum (30%) 3. Riverine agriculture, cultivation of diverse crops beyond staple commodities (16%) 4. Coastal, fishing combined with pastoralism (5%) 2 main rainy seasons  heaviest rains fall during the gu season (April to June)  lighter and more sporadic rains falling during the deyr season (October to December) Frequent severe shocks  Since 2016, Somalia has faced climate shocks for eight consecutive agricultural seasons (FAO, 2020)  Locusts' invasions
  • 5. CASH PLUS AGRICULTURE PROGRAMME • Started in 2016 in response to the recurrent crises faced by rural Somali’s • Goal: to provide agricultural livelihood support to help farming households improve their agricultural production and provide them with cash to meet immediate basic needs in the period prior to crop harvest • Programme description: short-term seasonal assistance package  Unconditional cash transfers (monthly payments)  Multifaceted rural development livelihood interventions  e-voucher agriculture livelihood package: a cereal, a pulse and an assorted vegetable seed kits, basic farm tools and hermetic storage bags  Fertilizers, irrigation hours (South), and tractor hours (North).  Training  Each household support for one agricultural season only
  • 6. PROJECT TARGETING Geographical targeting  Villages in crisis (IPC Phase 3) or emergency (Phase 4)  Villages not already reached by other development actors FAO Household Targeting criteria  Vulnerable households with more than two children under 5 years of age  Registered/or hosted rural internally displaced persons who are unemployed and without any regular income or assets  Households with children who are severely or moderately malnourished  Households with the least holding of land and/or livestock (classified as very poor in terms of asset holding in that village) Selection process  Community consultation meetings with representatives of segments of community at districts and villages levels (i.e., Council Elders, Village Elders, Community representatives) and implementing partners
  • 7. DATA • Dataset: 2019 Crop and Yield Assessment (CYA) • Survey collected to monitor the effectiveness of the programmatic response to recurrent economic shocks suffered by the Somali rural population • Sample & Treatment status • Operational issues in implementation, so at the end various combinations of cash, inputs and training were delivered • 1,524 households  1,287 households 2019 Frequenc y Percent Non beneficiary 312 20.5 Inputs only 398 26.1 Cash + Inputs 577 37.9 Cash + Inputs + Training 122 8 Cash only 104 6.8 Inputs + Training 10 0.7 Cash + Training 1 0.07 N 1,524 100 OUTCOMES 8 main outcomes, protective and productive  Food security  FCS  Extreme food insecurity  Moderate and extreme food insecurity  Assets  Agricultural assets  Livestock  Agricultural practices  No. adopted improved inputs  No. planted crops  Livelihood strategies  No. income sources
  • 8. EMPIRICAL STRATEGY & MATCHING DIAGNOSTICS  Inverse-Probability-Weighting regression-adjustment (IPWRA) Matching modeling Female head Age of head Head married No. of children 0-14 No. of adults 15-64 Distance from market (Min) Owned land, ha (ihs) Owned land sqr Hh reported shock: desert locust attack Hh reported shock: flood Age of head sqr Female head * Age of head
  • 10. MAIN RESULTS Food Consum ption Score Poor food security (FCS<21 ) Moderate and poor food security (FCS<35) Agricultur al assets Livestoc k (TLU) No. of adopted improved inputs No. of planted crops No. of income sources (1) (2) (3) (4) (5) (6) (7) (8) Input only vs. C 2.361 0.002 -0.051 0.346 0.308 0.609 0.597 0.267 (2.803) (0.036) (0.062) (0.179)* (0.156)* * (0.126)*** (0.164)*** (0.097)*** Cash + Input vs. C 6.822 -0.094 -0.192 0.276 -0.042 0.450 0.814 0.415 (6.401) (0.051)* (0.085)** (0.264) (0.205) (0.208)** (0.174)*** (0.088)*** Inputs + Cash vs Inputs -3.299 -0.012 -0.005 -0.521 -0.176 -0.061 0.311 0.184 (4.640) (0.038) (0.066) (0.282)* (0.190) (0.171) (0.198) (0.105)* N 1,287 1,287 1,287 1,287 1,287 1,287 1,287 1,287 Comparison mean 52.880 0.119 0.285 0.011 1.318 1.365 1.740 1.298
  • 11. HETEROGENOUS EFFECTS  Gender: similar pattern between female and male heads but positive impacts in the female group assets / male livestock Positive effects on food security for cash plus for male and inputs only for female Protective role played by the cash-plus approach during a severe weather shock
  • 12. CONCLUSIONS  Positive and significant impacts on a number of productive outcomes  Some difference between the two treatments:  Inputs increasewealth  Cash plus reduces severe & moderate food insecurity and higher levels of income diversification  Evidence of heterogeneous impacts under conditions of weather shocks, and between socio-economic segments of the population  Caveats: data constraints (spillovers, C hhs previous beneficiaries)
  • 13. POLICY IMPLICATIONS  Operational performance is critical  Delivery and predictability critical for households’ decisions about livelihood strategies A long-term, developmental approach would contribute overcoming some of the operational challenges Programme design Cash important From short-term to long-term support  Humanitarian supports should be thought as tools to address temporary shocks.  A long-term, developmental approach should be introduced to help households transitioning toward an out-of-poverty trajectory

Notas del editor

  1. the delivery and the predictability of programs are critical for households’ decisions about livelihood strategies. The timing of cash transfers for instance is crucial if it is designed to support households during lean seasons. And the non-delivery of training can reduce the effectiveness of the inputs package. Both events that were observed in the delivery of the Cash plus agriculture program. A long-term, developmental approach would contribute overcoming some of the operational challenges. The activities and the set-up, such as payments’ modalities, in fact would be set only once instead of every six months. Humanitarian  supports should be thought as tools to address temporary shocks. A long-term, developmental approach should be introduced to help households transitioning toward an out-of-poverty trajectory. The provision of a one-off, limited in value package cannot be expected to produce large enough outputs and profits to trigger the necessary process to move out-of-poverty. Investments are required also in human capital to break the intra-generational poverty. The potential of the demographic dividend in Sub-Saharan Africa cannot be overlooked