Demand Dynamics & Structure The signal counts elsewhere in this section are a snapshot. This page asks what is moving: which themes have grown or shrunk as a share of newer evidence, which gap types travel together and therefore need bundled responses, and how much weight the evidence base can bear given how recent, traceable and independently corroborated it is.
CountriesBangladesh Colombia Ghana Kenya Nigeria Zambia
Reset filters Bangladesh
Colombia
Ghana
Kenya
Nigeria
Zambia
DomainAll Agri-Finance, Investment & Credit Climate Risk, Resilience & Early Warning Extension, Advisory & Digital Tools Irrigation, Water & Infrastructure Livestock, Fisheries & Animal Health Mechanisation, Post-Harvest & Processing Policy, Land Rights & Governance Seeds, Varietal Adoption & Crop Protection Soil Health, Fertiliser & Biochar Value Chains, Market Access & Off-Taking UrgencyAll Act Explore Prepare ClassAll Derived Demand Expressed Demand Signal typeAll Access to Inputs Finance & Credit Gap Behavioral/Practice Change Capacity Extension & Data Gap Capacity Gap Capacity/Training Demand Consumer/Market Demand Data/Evidence Demand Digital & Innovation Demand Environmental Demand Environmental Health Demand Environmental/Sustainability Demand Finance/Investment Demand Financing/Investment Demand Governance Demand Health Demand Infrastructure & Irrigation Demand Infrastructure & Irrigation Gap Infrastructure & Training Demand Infrastructure Demand Infrastructure Gap Infrastructure/Capacity Demand Innovation Demand Investment Demand Investment Need Market Demand Market Failure Policy & Governance Demand Policy Demand Policy/Regulatory Gap Program Demand Gap typeAll Access to Inputs Behavioral/Practice Gap Biosecurity Gap Capacity Capacity Gap Climate & Resilience Gap Conflict & Security Gap Data & Evidence Gap Economic Empowerment Gap Economic Opportunity Gap Environmental & Ecological Gap Environmental Health & Biodiversity Environmental Health & Biodiversity Gap Environmental Health & Biodiversity gap Environmental Health Gap Extension & Data Gap Finance & Credit Gap Financial & Market Gap Financial Coherence Gap Financing & Credit Gap Financing & Investment Gap Financing Gap Financing/Investment Demand Financing/Investment Gap Food Safety Gap Food Security Gap Gender & Inclusion Gap Gender Gap Health & Nutrition Gap Health & Safety Gap ImpactAll Climate Adaptation & Mitigation Environmental Health & Biodiversity Gender Equality Gender Equality, Youth & Social Inclusion Health & Food Security Investment & Financing Livelihoods & Poverty Reduction Livestock & Aquatic Nutrition Nutrition, Health & Food Security Policy & Governance Stakeholder Engagement & Capacity Youth & Social Inclusion Reset signal filters Livestock & Aquaculture
Fastest rising theme
+3.58 pp
i Nutrition & Food Security
Fastest fading theme
-3.4 pp
i Colombia
Most reliable base
score 85.2
i 48%
Top-publisher reliance
Ghana
i
What is moving Theme momentum share change, pre-2024 vs 2024+
i Demand timeline signals per publication year, leading themes
i Before and after share of signals per theme, %
i
How demand is structured i i Signal type × theme how each theme is evidenced
i
How much the evidence can bear Evidence confidence composite 0–100 per country
i i Volume vs reliability signals (x) vs confidence (y)
i i