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Applying a Systems Framework to Research
on African Farming Systems
CRP1.1 Regional Inception Workshop East and Southern Africa 5-7 June 2012
Expanding Global Agendas and Increasing Demands on Agricultural Research
Global food security under increasing land and water constraints
Provision of ecosystem services and eco-efficiency of farming systems
Adaptation and mitigation to climate change
Agroecological intensification of smallholder agriculture and poverty
Changing Research Methods and Technology
Design Production systems research Integrating ecological science Place-based research methods Research consortia Scaling up integrated into research
design Flexible institutional arrangements
Design Issues in Production System CGIAR Research
Programs Target Area Selection Research Site Selection
-Target area characterization-Research hypotheses-Methodology for research site selection-Baseline and monitoring of system change
Methods for Research on Farming Systems
Developing the Science of System Intensification
Data and Analytics for: Characterization and targeting Extrapolation Baseline and monitoring Causal relationships
-System change
-Comparative frameworks
Design Characteristics for Analyzing African Farming
Systems Heterogeneity: system boundaries and
classification strata
-Spatial Characterization
-Within site household stratification System Change and Dynamics: drivers
and intensification pathways Embeddedness: landscape,
market/sub-sector, agricultural sector
Implementation programs
INSTITUTIONALMANAGEMENT
EXOGENOUSENDOGENOUS
Livelihood Capitals
Livelihood strategies
Institutions and policy network
Key variables
Aridity index
Length of growing
periodClimate variability
Vegetation heterogeneity
Spatial Scale
Physical – livestock &
crops
Financial – income &
services
Human – knowledge &
skills
Social – herdsize, communities
Natural – water, land,
vegetation
Mixed crop & livestockAgro-pastoralism
Extensive pastoralism
Access to marketsRoad network
Infrastructural development
Village – district level governance
Financial services
Non agricultural employment
Structure of Farm/Household System
Asset base: five capitals Production activities Household objectives:
-Subsistence/food security
-Risk management
-Income
Within site variability: typologies
System Boundaries and Classification Frameworks
Hierarchical Classification Land use: Cultivated land within
managed natural ecosystems First order spatial classification
-Agroecology: eg semi-arid, highlands
-Crop-livestock interaction: eg pastoral Staple food crop: spatially contiguous? Sub-system speciation
System Speciation
East African Highland Banana Systems
Utilization Matoke: Uganda Beer bananas: Rwanda and
Burundi Enset: EthiopiaCrop Management Commercial: southwest Uganda Soil fertility constrained: Bukoba
System Variation and System Performance
System Performance-Productivity, profitability, income-Vulnerability, food security-Resource efficiency, resilience
System Variation-Spatial/causal comparative frameworks-Within-site socio-economic variation
Drivers of System Change Rural population growth
-Declining farm size-Increasing inequity in farm distribution-Pressure on common resources and natural capital
Improvements in Market Access-Transaction costs and input/output-Staple terms of trade
Changes in agroecology from climate change or biotic pandemics
Relative Prices and Marginal Returns to Nitrogen Application
Marginal Return(kg)
Relative Price
Kenya: HYV Maize 19.9 16.0
Kenya: Recycled Maize 16.1 16.0
Uganda: HYV Maize 25.0 33.7
Uganda: Recycled Maize 25.2 33.7
Pathways of System Change
Intensification of existing production patterns: sustainable and unsustainable
Diversification of production Expanded farm size or herd size:
high vs low population densities Increased off-farm income:
expanding non-farm rural economy vs transfers
Exit from agriculture
East Africa: Average Farm Income, 2004-06
Kenya Uganda Ethiopia
Per Capita Income 367 154 94
% Crop Income 36 64 53
% Livestock Income 24 13 34
% Non Farm Income 42 29 12
Kenya: Crop Diversification Indices by Zone
Markets as a Driver of Farming System Evolution
Stage in Farming System Evolution
Farmer Objective Principal Driver
Static Equilibrium Subsistence Dominates Rural Population Growth
Diversification Both Income and Subsistence
<Shifting Farm Gate Terms of Trade<Staple Food Productivity
Specialization Income Dominates <Price Signals in Efficient Markets<Regional Competition and Comparative Advantage