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INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Promoting Participatory and
Evidence-Based Agricultural Policy
Processes in Africa (PEBAP)
Introduction and Overview
By
Michael Johnson
Sr Research Fellow, DSG Division, IFPRI
ReSAKSS 2015 Conference
“Making CAADP Work: A comparative analysis of participatory and evidence-
based policy processes in Ghana, Senegal and Uganda”
Sept 1st, 2015
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Team Structure & Project Goal
 Research Team
• ISSER (Ghana), Dr Felix Asante
• ISRA (Senegal), Drs Djiby Dia and Sadibou Fall Cheickh
• AFRISA (Uganda), Dr Patience Rwamigisa
• University of Kiel (Germany), Dr Christian Henning
• Univserity of Hohenheim (Germany), Dr Regina Birner
• IFPRI (USA), Drs Michael Johnson, Ousmane Badiane and Sam
Benin
 Project Goal
• “To conduct research on African policy processes in close
collaboration with stakeholders and policy makers with a view to
increasing political performance that results in more effective and
poverty-oriented policies and strategies.”
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Approach and Outputs
 Approach
• Applying both qualitative and quantitative research methods in
the context of actual policy processes, in this case, the CAADP
implementation process.
 Targeting 4 major outputs
1. Development of methods for analyzing the policy process
2. Analyzing the links between policy and development
outcomes;
3. Improved understanding agricultural policy processes
4. Development of tools that policy-makers, policy analysts and
stakeholders can use to identify and assess different policy
scenarios.
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Research & Methods based on
the Intervention logic of
CAADP
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Policy Outcome
[Z]
GDP-Growth Poverty Sustainability
Policy Input
[γ]
Agricultural
policy programmes
Non-agricultural policy
programmes
Economy
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Relevant Research Questions
I. Understanding Growth-Poverty linkages
• Identifying key sectors of pro-poor growth (PPG): beyond the ag v. non-ag nexus
• What makes sectors to be key for PPG? (size versus structure).
• Assessing potential trade-offs among competing policy goals (e.g. poverty versus
urban consumer income or special sector interests).
II. Understanding Policy-Growth linkages
• Agricultural versus non-agricultural public expenditures (PAE versus non-PAE)
• Allocation of resources across CAADP-pillars and policies
III. Understanding Policy-Choices
• Political beliefs
• Political incentives
• Political knowledge
IV. Designing Policy-Choices
• Understanding the role of a) Government, b) Stakeholders, c) Donors, and d) Voters
on the political feasibility of efficient PPG strategies
Methodological & Theoretical Approach
Step 1: Discourse analysis (qualitative)
Policy network based coalition framework approach
 Identification of relevant stakeholder and interest groups: Expert
interviews,
 Identification of relevant policy concerns and policy beliefs: Discourse
analysis
 Identification of relevant coalitions: Expert interviews and discourse
analysis
* Mockshell and Birner, Food Policy, 2015
Step 2: Policy network analysis (quantitative)
 Analysis of policy network clusters and beliefs (*Policy Brief).
Step 3: CGPE modeling and simulations (quantitative)
(*CGPE, Henning 2013)
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
The CGPE model
Modeling Political Participation
- Extended Baron-Grossman-Helpman
Model
- Voting Module: Probabilistic Voter model
- Lobbying Module: Extended Grossmann /
Helpman lobbying model incorporating
policy networks
Modeling political belief formation
- Extended Friedkin-model, including naive
observational and communication
learning in policy networks among
governmental and non-governmental
organizations
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
The CGPE model
Modeling Political
decision-making
- Extended Baron-
Ferejohn model of
legislative bargaining
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
The CGPE model
Modeling Economic response to policies
- Policy Impact function
- Micro-Macro-linked CGE
Road Map of Presentations
I. Policy-growth-poverty (PPG) linkages
 Beyond the Agriculture-Non-agriculture Nexus: Key sectors and key policies of
an effective PPG-strategy in Ghana, Senegal and Uganda , by Christian
Henning (University of Kiel).
 Agricultural Productivity Effects of Public Spending in Ghana, by Sam Benin
(IFPRI)
II. Assessing participatory and evidence-based
political processes
 Political Economy of PPG-Policies: A theoretical framework, by Christian
Henning (University of Kiel)
 Comparing CAADP Goals and Policy Options in Ghana, Senegal and Uganda, by
Michael Johnson (IFPRI)
 Assessing Political Feasibility and Efficiency of policy options in Ghana, Senegal
and Uganda, by Christian Henning.
III. Discussion
IV. Introduction to the interactive policy tool-kit
'CAADP-LAB', by Johannes Hedtrich and Christian Henning (University
of Kiel).
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
The PEBAB Credo
 “Identifying effective solutions for central economic
problems appears to be a problem of linking abstract
economic theory with feasible political practice”
(Stiglitz 'Whither socialism‘).
 In other words, “theoretical models provide a useful tool
for understanding complex economic processes, processes
which require policy action (politics) in order to actually
change the world ”.
More about the PEBAP Project: https://pebap.agrarpol.uni-kiel.de/
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Comparing CAADP Goals
and Policy Options in
Ghana, Senegal and
Uganda
by
Michael Johnson, IFPRI
Policy network survey & analysis
 Conducted in 2013 in all three countries using carefully constructed
survey questionnaires (unit of observation = an organization)
 Targeted organizations carefully selected and from snow balling (but
only by significance of nominations).
 Relative interest and preferred positions of an organization on a
specific CAADP policy issue were elicited
 Data collected helped to identify the relative interests of an
organization for:
• A specific policy goal (X);
• Desired policy goal targets (Z);
• Preferred budget share allocations across a) CAADP pillars (P); and b) subprograms
(S), including non-ag policies
 Using cluster analysis, similarities and/or differences were identified
and grouped together regarding their relative interests
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Ghana - Policy interest of stakeholders
0%
20%
40%
60%
80%
100%
CX1 CX2 CX3 CX4
Relativeshares
Growth Poverty Budget Environment
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Senegal - Policy interest of stakeholders
0%
20%
40%
60%
80%
100%
CX1 CX2 CX3 CX4
Relativeshares
Growth Poverty Budget Environment
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Uganda - Policy interest of stakeholders
0%
20%
40%
60%
80%
100%
CX1 CX2 CX3 CX4
Relativeshares
Growth Poverty Budget Environment
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Ghana - Preferred allocation for
CAADP-2025 compared to CAADP-2015
0%
20%
40%
60%
80%
100%
Donors Private
sector
Government Research 2015
Targets
Relativeshares
Water Land Food Crops
Export Crops Livestock Roads
Storage R&D Extension
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Senegal - Preferred allocation for
CAADP-2025 compared to CAADP-2015
0%
20%
40%
60%
80%
100%
Donors Private
sector
Government Research 2015
Targets
Relativeshares
Water Land Food Crops
Export Crops Livestock Roads
Storage R&D Extension
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Uganda - Preferred allocation for
CAADP-2025 compared to CAADP-2015
0%
20%
40%
60%
80%
100%
Donors Private
sector
Government Research 2015
Targets
Relativeshares
Water Land Farm inputs
Farm machinery Roads
Storage R&D Extension
Ghana - Preferred allocation by cluster
for CAADP 2025 (% of national budget)
0%
2%
4%
6%
8%
10%
12%
14%
16%
18%
CP1 CP2 CP3 CP4
Shareofnationalbudget
NR - Water NR - Land FM - Food
FM - Export FM - Livestock MA - Roads
MA - Storage HR - R&D HR - Extension
Market access
support services
Markets, R&D,
Extension & Env
Environment
(Land)
Extension
Markets & Env (land)
Senegal - Preferred allocation by cluster
for CAADP 2025 (% of national budget)
0%
2%
4%
6%
8%
10%
12%
14%
16%
18%
CP1 CP2 CP3 CP4
Shareofnationalbudget
NR - Water NR - Land FM - Food
FM - Export FM - Livestock MA - Roads
MA - Storage HR - R&D HR - Extension
R&D & extension
(water) & food crops,
markets
R&D & Extension
(water) & farm (food)
Environment
(water) & market
access
Farm support
(food crops)
Uganda - Preferred allocation by cluster
for CAADP 2025 (% of national budget)
0%
2%
4%
6%
8%
10%
12%
14%
16%
18%
CP1 CP2 CP3 CP4
Shareofnationalbudget
NR - Water NR - Land FM - Input
FM - mechanization MA - Roads
MA - Storage HR - R&D HR - Extension
Extension
R&D, Markets
(support)
R&D
Extension, Markets
(roads)
R&D and
Extension, Markets
Markets (roads)
R&D & extension
Key Findings
 There are varying patterns across the countries – especially as
priorities shift from CAADP 2015 to 2025, e.g.
• Ghana: FM(inputs) & MA(roads)  HR(R&D and extension)
• Senegal: FM  HR(R&D and extension) and MA (both)
• Uganda: HR(R&D and extension) and MA (both)  HR(R&D and extension) and MA
(support services only)
 Within each country, some broad agreement on CAADP goals for 2025
– but divergent across countries (Ghana – Growth, Senegal – poverty
& budget, Uganda – environment & growth)
 Despite broad consensus, however, some conflicting positons do arise
within each country:
• Ghana: One group of organizations (mostly governmental) allocated less to
agriculture than the majority of stakeholders (7.6 relative to over 11%)
• Senegal: Ranged from 10% to over 14%
• Uganda: Ranged from 9.6% (majority – mostly government and donors) to 16%
 Conflicting CAADP strategies of stakeholders and politicians are mainly
induced by diverging policy beliefs and not driven by differences in
fundamental political goals.
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Thank You

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2015 ReSAKSS Conference – Day 1 - Michael Johnson

  • 1. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Promoting Participatory and Evidence-Based Agricultural Policy Processes in Africa (PEBAP) Introduction and Overview By Michael Johnson Sr Research Fellow, DSG Division, IFPRI ReSAKSS 2015 Conference “Making CAADP Work: A comparative analysis of participatory and evidence- based policy processes in Ghana, Senegal and Uganda” Sept 1st, 2015
  • 2. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Team Structure & Project Goal  Research Team • ISSER (Ghana), Dr Felix Asante • ISRA (Senegal), Drs Djiby Dia and Sadibou Fall Cheickh • AFRISA (Uganda), Dr Patience Rwamigisa • University of Kiel (Germany), Dr Christian Henning • Univserity of Hohenheim (Germany), Dr Regina Birner • IFPRI (USA), Drs Michael Johnson, Ousmane Badiane and Sam Benin  Project Goal • “To conduct research on African policy processes in close collaboration with stakeholders and policy makers with a view to increasing political performance that results in more effective and poverty-oriented policies and strategies.”
  • 3. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Approach and Outputs  Approach • Applying both qualitative and quantitative research methods in the context of actual policy processes, in this case, the CAADP implementation process.  Targeting 4 major outputs 1. Development of methods for analyzing the policy process 2. Analyzing the links between policy and development outcomes; 3. Improved understanding agricultural policy processes 4. Development of tools that policy-makers, policy analysts and stakeholders can use to identify and assess different policy scenarios.
  • 4. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Research & Methods based on the Intervention logic of CAADP
  • 5. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Policy Outcome [Z] GDP-Growth Poverty Sustainability Policy Input [γ] Agricultural policy programmes Non-agricultural policy programmes Economy
  • 6. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
  • 7. Relevant Research Questions I. Understanding Growth-Poverty linkages • Identifying key sectors of pro-poor growth (PPG): beyond the ag v. non-ag nexus • What makes sectors to be key for PPG? (size versus structure). • Assessing potential trade-offs among competing policy goals (e.g. poverty versus urban consumer income or special sector interests). II. Understanding Policy-Growth linkages • Agricultural versus non-agricultural public expenditures (PAE versus non-PAE) • Allocation of resources across CAADP-pillars and policies III. Understanding Policy-Choices • Political beliefs • Political incentives • Political knowledge IV. Designing Policy-Choices • Understanding the role of a) Government, b) Stakeholders, c) Donors, and d) Voters on the political feasibility of efficient PPG strategies
  • 8. Methodological & Theoretical Approach Step 1: Discourse analysis (qualitative) Policy network based coalition framework approach  Identification of relevant stakeholder and interest groups: Expert interviews,  Identification of relevant policy concerns and policy beliefs: Discourse analysis  Identification of relevant coalitions: Expert interviews and discourse analysis * Mockshell and Birner, Food Policy, 2015 Step 2: Policy network analysis (quantitative)  Analysis of policy network clusters and beliefs (*Policy Brief). Step 3: CGPE modeling and simulations (quantitative) (*CGPE, Henning 2013)
  • 9. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE The CGPE model Modeling Political Participation - Extended Baron-Grossman-Helpman Model - Voting Module: Probabilistic Voter model - Lobbying Module: Extended Grossmann / Helpman lobbying model incorporating policy networks Modeling political belief formation - Extended Friedkin-model, including naive observational and communication learning in policy networks among governmental and non-governmental organizations
  • 10. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE The CGPE model Modeling Political decision-making - Extended Baron- Ferejohn model of legislative bargaining
  • 11. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE The CGPE model Modeling Economic response to policies - Policy Impact function - Micro-Macro-linked CGE
  • 12. Road Map of Presentations I. Policy-growth-poverty (PPG) linkages  Beyond the Agriculture-Non-agriculture Nexus: Key sectors and key policies of an effective PPG-strategy in Ghana, Senegal and Uganda , by Christian Henning (University of Kiel).  Agricultural Productivity Effects of Public Spending in Ghana, by Sam Benin (IFPRI) II. Assessing participatory and evidence-based political processes  Political Economy of PPG-Policies: A theoretical framework, by Christian Henning (University of Kiel)  Comparing CAADP Goals and Policy Options in Ghana, Senegal and Uganda, by Michael Johnson (IFPRI)  Assessing Political Feasibility and Efficiency of policy options in Ghana, Senegal and Uganda, by Christian Henning. III. Discussion IV. Introduction to the interactive policy tool-kit 'CAADP-LAB', by Johannes Hedtrich and Christian Henning (University of Kiel).
  • 13. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE The PEBAB Credo  “Identifying effective solutions for central economic problems appears to be a problem of linking abstract economic theory with feasible political practice” (Stiglitz 'Whither socialism‘).  In other words, “theoretical models provide a useful tool for understanding complex economic processes, processes which require policy action (politics) in order to actually change the world ”. More about the PEBAP Project: https://pebap.agrarpol.uni-kiel.de/
  • 14. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Comparing CAADP Goals and Policy Options in Ghana, Senegal and Uganda by Michael Johnson, IFPRI
  • 15. Policy network survey & analysis  Conducted in 2013 in all three countries using carefully constructed survey questionnaires (unit of observation = an organization)  Targeted organizations carefully selected and from snow balling (but only by significance of nominations).  Relative interest and preferred positions of an organization on a specific CAADP policy issue were elicited  Data collected helped to identify the relative interests of an organization for: • A specific policy goal (X); • Desired policy goal targets (Z); • Preferred budget share allocations across a) CAADP pillars (P); and b) subprograms (S), including non-ag policies  Using cluster analysis, similarities and/or differences were identified and grouped together regarding their relative interests
  • 16. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Ghana - Policy interest of stakeholders 0% 20% 40% 60% 80% 100% CX1 CX2 CX3 CX4 Relativeshares Growth Poverty Budget Environment
  • 17. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Senegal - Policy interest of stakeholders 0% 20% 40% 60% 80% 100% CX1 CX2 CX3 CX4 Relativeshares Growth Poverty Budget Environment
  • 18. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Uganda - Policy interest of stakeholders 0% 20% 40% 60% 80% 100% CX1 CX2 CX3 CX4 Relativeshares Growth Poverty Budget Environment
  • 19. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Ghana - Preferred allocation for CAADP-2025 compared to CAADP-2015 0% 20% 40% 60% 80% 100% Donors Private sector Government Research 2015 Targets Relativeshares Water Land Food Crops Export Crops Livestock Roads Storage R&D Extension
  • 20. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Senegal - Preferred allocation for CAADP-2025 compared to CAADP-2015 0% 20% 40% 60% 80% 100% Donors Private sector Government Research 2015 Targets Relativeshares Water Land Food Crops Export Crops Livestock Roads Storage R&D Extension
  • 21. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Uganda - Preferred allocation for CAADP-2025 compared to CAADP-2015 0% 20% 40% 60% 80% 100% Donors Private sector Government Research 2015 Targets Relativeshares Water Land Farm inputs Farm machinery Roads Storage R&D Extension
  • 22. Ghana - Preferred allocation by cluster for CAADP 2025 (% of national budget) 0% 2% 4% 6% 8% 10% 12% 14% 16% 18% CP1 CP2 CP3 CP4 Shareofnationalbudget NR - Water NR - Land FM - Food FM - Export FM - Livestock MA - Roads MA - Storage HR - R&D HR - Extension Market access support services Markets, R&D, Extension & Env Environment (Land) Extension Markets & Env (land)
  • 23. Senegal - Preferred allocation by cluster for CAADP 2025 (% of national budget) 0% 2% 4% 6% 8% 10% 12% 14% 16% 18% CP1 CP2 CP3 CP4 Shareofnationalbudget NR - Water NR - Land FM - Food FM - Export FM - Livestock MA - Roads MA - Storage HR - R&D HR - Extension R&D & extension (water) & food crops, markets R&D & Extension (water) & farm (food) Environment (water) & market access Farm support (food crops)
  • 24. Uganda - Preferred allocation by cluster for CAADP 2025 (% of national budget) 0% 2% 4% 6% 8% 10% 12% 14% 16% 18% CP1 CP2 CP3 CP4 Shareofnationalbudget NR - Water NR - Land FM - Input FM - mechanization MA - Roads MA - Storage HR - R&D HR - Extension Extension R&D, Markets (support) R&D Extension, Markets (roads) R&D and Extension, Markets Markets (roads) R&D & extension
  • 25. Key Findings  There are varying patterns across the countries – especially as priorities shift from CAADP 2015 to 2025, e.g. • Ghana: FM(inputs) & MA(roads)  HR(R&D and extension) • Senegal: FM  HR(R&D and extension) and MA (both) • Uganda: HR(R&D and extension) and MA (both)  HR(R&D and extension) and MA (support services only)  Within each country, some broad agreement on CAADP goals for 2025 – but divergent across countries (Ghana – Growth, Senegal – poverty & budget, Uganda – environment & growth)  Despite broad consensus, however, some conflicting positons do arise within each country: • Ghana: One group of organizations (mostly governmental) allocated less to agriculture than the majority of stakeholders (7.6 relative to over 11%) • Senegal: Ranged from 10% to over 14% • Uganda: Ranged from 9.6% (majority – mostly government and donors) to 16%  Conflicting CAADP strategies of stakeholders and politicians are mainly induced by diverging policy beliefs and not driven by differences in fundamental political goals.
  • 26. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Thank You