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Strengthening Agricultural & Nutrition Extension (SANE)
SANE: https://AgReach.illinois.edu/sane Resources: http://bit.do/SANEAgNutrition
Strengthening Agriculture and Nutrition Extension in Malawi:
Theory of Change and Evidence
The
Does Strengthening Extension at the Meso Level Improve Quality at the
Village Level? Evidence from the USAID Strengthening Agricultural and
Nutrition Extension (SANE) Activity
March 5, 2020 Future Extension Conference, IFPRI, Washington DC
Paul E. McNamara, AgReach, Dept of Agric. & Consumer Econ, University of Illinois
Support from SANE team: Alvarez-Mingote, Moore, Chowa, Nordin, Mandula, Mzumura, Amadu, Hounnou, Snider, Schreiber
Strengthening Agricultural & Nutrition
Extension
2
Improve the policy environment to promote
knowledge sharing across government, donor, NGOs
and private sector
•Mechanism: Implement a pluralistic and demand-driven extension
policy
Strengthen coordination and capacity of extension
service providers
•Mechanism: Build networks of decision-makers, implementers, and
extension experts.
Increase connections between research institutions
and extension service providers
•Mechanism: Address communication and knowledge gaps and
connect research institutions and extension providers.
Theory of Change
If...
• DAESSstructures
are strengthened,
• Capacityis built
around DAESS
and extension
service delivery
skills, and
• Policyis clarified,
disseminated,
and better
understood,
then...
• Coordination
and
collaboration,
and
• Farmers'
voicewill
improve,
leading to
improved...
• Access to
and
• Quality of
extension
services in
Malawi.
Key Strengthening Mechanism in SANE: Iterative
Extension Strengthening Process Applied to District and
SubDistrict Levels – Participatory Assessment, Design,
Implementation, Reflection & Learning, Repeat
SANE Approach and USAID Malawi
CDCS Results Framework
4
Impacts of SANE
• SANE’s system strengthening approach has far-
reaching results
– Engaging 150 DAESS platforms benefits the 5,407,334
rural people they represent
– Significant quantitative and qualitative evidence of
increased functionality and performance of extension
platforms
• Changes towards empowerment and ownership of
services can occur
– Communities demanding better services and holding
providers accountable
– Platforms actively raising own funds to promote
sustainability
– Districts leveraging other resources to expand service
access and quality
• Investments in extension can produce multiplier
effects
– Strong systems underpin effective and needs-based
services
– Tangible agricultural and nutritional outcomesoccur,
which improves quality of life
Indicator 1:
• Average functionality of all
DAESS platforms in SANE
districts improves over time;
• Non-SANE DAECC
Functionality also improves
over time;
• DSPs and ASPs Functionality
in Non-SANE districts
decreases over time;
• SANE platforms performs
better than Non-SANE
platforms
65%
69%
72%
31%
52%
61%
82%
86%
95%
49% 47%
18%
11%
82%
92%
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
2017 2018 2019
DAESS Functionality
SANE ASP
SANE DSP
SANE DAECC
Non-SANE ASP
Non-SANE DSP
Non-SANE DAECC
Indicator 2:
• Average research score of
all DAESS platforms in SANE
districts improves from
2017 to 2018 and remains
almost the same in 2019;
• It slightly improves for ASPs
and DSPs in Non-SANE
districts;
• DAECC research in Non-
SANE districts improves in
2018;
• SANE platforms performs
better than Non-SANE
platforms
27%
39%
44%
13%
43%
40%
74%
81%
76%
16%
18%
0%
5%
44%
70%
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
2017 2018 2019
Research related topics
SANE ASP
SANE DSP
SANE DAECC
Non-SANE ASP
Non-SANE DSP
Non-SANE DAECC
Indicator 3:
• Average 3-Cs indicators of
all DAESS platforms in SANE
districts improves from
2017 to 2018 and remains
almost the same in 2019;
• It slightly improves for ASPs
in Non-SANE districts but
decreases for DSPs;
• DAECC score is Non-SANE
districts improves in 2019;
• SANE platforms performs
better than Non-SANE
platforms
46%
67%
62%
10%
46%
62%
82%
91% 91%
20%
26%
15%
7%
70%
82%
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
2017 2018 2019
DAESS 3-Cs
SANE ASP
SANE DSP
SANE DAECC
Non-SANE ASP
Non-SANE DSP
Non-SANE DAECC
DAESS overall
Performance:
• DAESS platforms overall
performance improves in
SANE districts over time;
• DAECC overall performance
improves in Non-SANE
districts;
• ASPs’ overall performance
remains the same and that
of DSPs decreases;
• SANE platforms performs
better than Non-SANE
platforms
46%
59% 59%
18%
47%
54%
79%
86% 87%
29%
31%
11% 8%
65%
82%
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
2017 2018 2019
DAESS overall Performance
SANE ASP
SANE DSP
SANE DAECC
Non-SANE ASP
Non-SANE DSP
Non-SANE DAECC
Policy
• District Development Plans now include agriculture and nutrition more frequently
– District Agricultural Development Officer: ‘SANE has strengthened structures which have resulted in
inclusion of agricultural projects in the District Development Plans.’
Rank
SANE Districts Non-SANE Districts
Blantyre Dedza Lilongwe Mangochi Mulanje Ntchisi Salima Zomba
1
2
3
4
5
6
7
8
9
10
Farmers’ Voice
• Farmers are increasingly advocating for prioritized needs and holding
extension providers accountable
–“Farmers say what their problems are and they actually have demands.It is
not business as usual. Now extension is required to find solutions.” Extension
Worker in SANE District
–VAC member: ‘Yes, we have a voice. We communicatewith service providers
on various issues that are of concern.’
–VAC member: ‘Previously (NGOs) would bring activities to us without our
input. Currently, they depend on the reports that we as farmers present.’
• Different sentiments in non-SANE districts:
–ASP member in Salima: ‘It’s a top-down approach.We are receiving the
projects that have been planned at a higher level, not what the community is
in need.’
Variable Definition Obs Mean SD. Min Max
Lead farmer
ratings
If lead farmer rating is excellent
(1/0) 1998 0.13 0.33 0.00 1.00
VAC functionality
If Village Ag Committee has a
strong performance (1/0) 2629 0.19 0.39 0.00 1.00
Face-to-face-
extension visits
If famers received excellent
extension contacts (1/0) 1236 0.23 0.42 0.00 1.00
Overall ASP
functionality
The overall performance of ASPs
(an index) 1998 3.19 0.79 0.00 4.28
Average ASP
functionality
Average platform functionality
(an index) 1998 0.69 0.15 0.00 0.94
Average inclusion
rate
Average inclusion rate is high
(1/0) 1998 0.64 0.23 0.00 1.00
Note, ASP isArea StakeholderPanel,VAC is Village Agriculture Committee;for dummy variables,yes=1;
Descriptive statistics of the main variables
2 Data Sets: IFPRI/Illinois (Ragasa et al) farmer level
data; Platform level data (Alvarez Mingote et al); both
2018 data
Weak performing VACs High performing VACs
Variables
No.
obs
Mea
n SD Median
No.
obs
Mea
n SD
Media
n MeanDiff
Lead farmer ratings 1629 0.12 0.32 0.00 369 0.16 0.37 0.00 -0.043**
Face-to-face-extension
visits 932 0.18 0.38 0.00 304 0.38 0.49 0.00 -0.201***
Overall ASP
functionality 1629 3.18 0.79 3.40 369 3.23 0.80 3.41 -0.05
Average ASP
functionality 1629 0.69 0.15 0.71 369 0.70 0.15 0.71 0.00
Average inclusion rate 1629 0.64 0.23 0.62 369 0.64 0.22 0.69 0.00
Note, ASP isArea StakeholderPanel,VAC is Village Agriculture Committee;for dummy variables,yes=1; : Asteriks***, **, * indicate
significance at 1% and 5% respectively
Summary Statisticsconditional on the
functionality of Village Agriculture Committees
Probit estimateof the effect of platform functionality on lead
farmer ratings
Note: Asteriks***, **, * indicate significance at 1%, 5%, and 10% respectively; Log Likelihood = -377.40;
N=1235;
LR Chi Square=130.57***; Pseudo R-square = 0.15;
Variables Coef. Std. Err. z stat dy/dx Std. Err.
VAC functionality 0.25687 ** 0.118 2.17 0.0429 0.01975
Face-to-face extension visits -0.082 0.126 -0.65 -0.0137 0.02102
Overall ASP functionality 0.54445 *** 0.147 3.7 0.0909 0.02445
Average ASP functionality 3.05109 ** 1.333 2.29 0.5095 0.22261
Average inclusion rate -0.8859 * 0.536 -1.65 -0.148 0.08958
Male headed household 0.10556 0.212 0.5 0.0176 0.03539
Age of respondent -0.0023 0.005 -0.44 -0.0004 0.00087
Education level 0.01485 0.014 1.03 0.0025 0.0024
Male under 35 -0.3134 * 0.175 -1.79 -0.0523 0.02923
Female under 35 0.12588 0.309 0.41 0.021 0.05164
No. of adults in household 0.04933 0.059 0.84 0.0082 0.00982
Household size -0.0278 0.03 -0.94 -0.0046 0.00493
Marital status 0.1108 *** 0.038 2.95 0.0185 0.00624
(Dummy variables for district effects)
Constant -5.2002 0.9684 -5.37
Lead farmer rating Marginal effects
• Quantitative and qualitative evidence supports the approach of
focusing on the middle level of extension in Malawi to improve quality
ratings of lead farmers at the village level
• Sustainability – we have some evidence on sustainability, but will
need to track this post-SANE
• Key to sustainability – building value to all DAESS platform participants
• From implementing SANE what have we learned?
–Government units, funders, and donors need to advocate for and
support actively the DAESS system – expect projects and activities to
engage with it
–DAESS benefits farmers and promotes efficiency and coordination –
it is worth the effort
– Obtaining buy in and commitment of various extension actors in a
pluralistic extension system takes significant effort and time – build
on successes
SANE Lessons and Challenges
15
Thank you!

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Does Strengthening Extension at the Meso Level Improve Quality at the Village Level?

  • 1. Strengthening Agricultural & Nutrition Extension (SANE) SANE: https://AgReach.illinois.edu/sane Resources: http://bit.do/SANEAgNutrition Strengthening Agriculture and Nutrition Extension in Malawi: Theory of Change and Evidence The Does Strengthening Extension at the Meso Level Improve Quality at the Village Level? Evidence from the USAID Strengthening Agricultural and Nutrition Extension (SANE) Activity March 5, 2020 Future Extension Conference, IFPRI, Washington DC Paul E. McNamara, AgReach, Dept of Agric. & Consumer Econ, University of Illinois Support from SANE team: Alvarez-Mingote, Moore, Chowa, Nordin, Mandula, Mzumura, Amadu, Hounnou, Snider, Schreiber
  • 2. Strengthening Agricultural & Nutrition Extension 2 Improve the policy environment to promote knowledge sharing across government, donor, NGOs and private sector •Mechanism: Implement a pluralistic and demand-driven extension policy Strengthen coordination and capacity of extension service providers •Mechanism: Build networks of decision-makers, implementers, and extension experts. Increase connections between research institutions and extension service providers •Mechanism: Address communication and knowledge gaps and connect research institutions and extension providers.
  • 3. Theory of Change If... • DAESSstructures are strengthened, • Capacityis built around DAESS and extension service delivery skills, and • Policyis clarified, disseminated, and better understood, then... • Coordination and collaboration, and • Farmers' voicewill improve, leading to improved... • Access to and • Quality of extension services in Malawi. Key Strengthening Mechanism in SANE: Iterative Extension Strengthening Process Applied to District and SubDistrict Levels – Participatory Assessment, Design, Implementation, Reflection & Learning, Repeat
  • 4. SANE Approach and USAID Malawi CDCS Results Framework 4
  • 5. Impacts of SANE • SANE’s system strengthening approach has far- reaching results – Engaging 150 DAESS platforms benefits the 5,407,334 rural people they represent – Significant quantitative and qualitative evidence of increased functionality and performance of extension platforms • Changes towards empowerment and ownership of services can occur – Communities demanding better services and holding providers accountable – Platforms actively raising own funds to promote sustainability – Districts leveraging other resources to expand service access and quality • Investments in extension can produce multiplier effects – Strong systems underpin effective and needs-based services – Tangible agricultural and nutritional outcomesoccur, which improves quality of life
  • 6. Indicator 1: • Average functionality of all DAESS platforms in SANE districts improves over time; • Non-SANE DAECC Functionality also improves over time; • DSPs and ASPs Functionality in Non-SANE districts decreases over time; • SANE platforms performs better than Non-SANE platforms 65% 69% 72% 31% 52% 61% 82% 86% 95% 49% 47% 18% 11% 82% 92% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% 2017 2018 2019 DAESS Functionality SANE ASP SANE DSP SANE DAECC Non-SANE ASP Non-SANE DSP Non-SANE DAECC
  • 7. Indicator 2: • Average research score of all DAESS platforms in SANE districts improves from 2017 to 2018 and remains almost the same in 2019; • It slightly improves for ASPs and DSPs in Non-SANE districts; • DAECC research in Non- SANE districts improves in 2018; • SANE platforms performs better than Non-SANE platforms 27% 39% 44% 13% 43% 40% 74% 81% 76% 16% 18% 0% 5% 44% 70% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% 2017 2018 2019 Research related topics SANE ASP SANE DSP SANE DAECC Non-SANE ASP Non-SANE DSP Non-SANE DAECC
  • 8. Indicator 3: • Average 3-Cs indicators of all DAESS platforms in SANE districts improves from 2017 to 2018 and remains almost the same in 2019; • It slightly improves for ASPs in Non-SANE districts but decreases for DSPs; • DAECC score is Non-SANE districts improves in 2019; • SANE platforms performs better than Non-SANE platforms 46% 67% 62% 10% 46% 62% 82% 91% 91% 20% 26% 15% 7% 70% 82% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% 2017 2018 2019 DAESS 3-Cs SANE ASP SANE DSP SANE DAECC Non-SANE ASP Non-SANE DSP Non-SANE DAECC
  • 9. DAESS overall Performance: • DAESS platforms overall performance improves in SANE districts over time; • DAECC overall performance improves in Non-SANE districts; • ASPs’ overall performance remains the same and that of DSPs decreases; • SANE platforms performs better than Non-SANE platforms 46% 59% 59% 18% 47% 54% 79% 86% 87% 29% 31% 11% 8% 65% 82% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% 2017 2018 2019 DAESS overall Performance SANE ASP SANE DSP SANE DAECC Non-SANE ASP Non-SANE DSP Non-SANE DAECC
  • 10. Policy • District Development Plans now include agriculture and nutrition more frequently – District Agricultural Development Officer: ‘SANE has strengthened structures which have resulted in inclusion of agricultural projects in the District Development Plans.’ Rank SANE Districts Non-SANE Districts Blantyre Dedza Lilongwe Mangochi Mulanje Ntchisi Salima Zomba 1 2 3 4 5 6 7 8 9 10
  • 11. Farmers’ Voice • Farmers are increasingly advocating for prioritized needs and holding extension providers accountable –“Farmers say what their problems are and they actually have demands.It is not business as usual. Now extension is required to find solutions.” Extension Worker in SANE District –VAC member: ‘Yes, we have a voice. We communicatewith service providers on various issues that are of concern.’ –VAC member: ‘Previously (NGOs) would bring activities to us without our input. Currently, they depend on the reports that we as farmers present.’ • Different sentiments in non-SANE districts: –ASP member in Salima: ‘It’s a top-down approach.We are receiving the projects that have been planned at a higher level, not what the community is in need.’
  • 12. Variable Definition Obs Mean SD. Min Max Lead farmer ratings If lead farmer rating is excellent (1/0) 1998 0.13 0.33 0.00 1.00 VAC functionality If Village Ag Committee has a strong performance (1/0) 2629 0.19 0.39 0.00 1.00 Face-to-face- extension visits If famers received excellent extension contacts (1/0) 1236 0.23 0.42 0.00 1.00 Overall ASP functionality The overall performance of ASPs (an index) 1998 3.19 0.79 0.00 4.28 Average ASP functionality Average platform functionality (an index) 1998 0.69 0.15 0.00 0.94 Average inclusion rate Average inclusion rate is high (1/0) 1998 0.64 0.23 0.00 1.00 Note, ASP isArea StakeholderPanel,VAC is Village Agriculture Committee;for dummy variables,yes=1; Descriptive statistics of the main variables 2 Data Sets: IFPRI/Illinois (Ragasa et al) farmer level data; Platform level data (Alvarez Mingote et al); both 2018 data
  • 13. Weak performing VACs High performing VACs Variables No. obs Mea n SD Median No. obs Mea n SD Media n MeanDiff Lead farmer ratings 1629 0.12 0.32 0.00 369 0.16 0.37 0.00 -0.043** Face-to-face-extension visits 932 0.18 0.38 0.00 304 0.38 0.49 0.00 -0.201*** Overall ASP functionality 1629 3.18 0.79 3.40 369 3.23 0.80 3.41 -0.05 Average ASP functionality 1629 0.69 0.15 0.71 369 0.70 0.15 0.71 0.00 Average inclusion rate 1629 0.64 0.23 0.62 369 0.64 0.22 0.69 0.00 Note, ASP isArea StakeholderPanel,VAC is Village Agriculture Committee;for dummy variables,yes=1; : Asteriks***, **, * indicate significance at 1% and 5% respectively Summary Statisticsconditional on the functionality of Village Agriculture Committees
  • 14. Probit estimateof the effect of platform functionality on lead farmer ratings Note: Asteriks***, **, * indicate significance at 1%, 5%, and 10% respectively; Log Likelihood = -377.40; N=1235; LR Chi Square=130.57***; Pseudo R-square = 0.15; Variables Coef. Std. Err. z stat dy/dx Std. Err. VAC functionality 0.25687 ** 0.118 2.17 0.0429 0.01975 Face-to-face extension visits -0.082 0.126 -0.65 -0.0137 0.02102 Overall ASP functionality 0.54445 *** 0.147 3.7 0.0909 0.02445 Average ASP functionality 3.05109 ** 1.333 2.29 0.5095 0.22261 Average inclusion rate -0.8859 * 0.536 -1.65 -0.148 0.08958 Male headed household 0.10556 0.212 0.5 0.0176 0.03539 Age of respondent -0.0023 0.005 -0.44 -0.0004 0.00087 Education level 0.01485 0.014 1.03 0.0025 0.0024 Male under 35 -0.3134 * 0.175 -1.79 -0.0523 0.02923 Female under 35 0.12588 0.309 0.41 0.021 0.05164 No. of adults in household 0.04933 0.059 0.84 0.0082 0.00982 Household size -0.0278 0.03 -0.94 -0.0046 0.00493 Marital status 0.1108 *** 0.038 2.95 0.0185 0.00624 (Dummy variables for district effects) Constant -5.2002 0.9684 -5.37 Lead farmer rating Marginal effects
  • 15. • Quantitative and qualitative evidence supports the approach of focusing on the middle level of extension in Malawi to improve quality ratings of lead farmers at the village level • Sustainability – we have some evidence on sustainability, but will need to track this post-SANE • Key to sustainability – building value to all DAESS platform participants • From implementing SANE what have we learned? –Government units, funders, and donors need to advocate for and support actively the DAESS system – expect projects and activities to engage with it –DAESS benefits farmers and promotes efficiency and coordination – it is worth the effort – Obtaining buy in and commitment of various extension actors in a pluralistic extension system takes significant effort and time – build on successes SANE Lessons and Challenges 15