Publications

Tanzania: Cost effective options for inclusive and sustainable development

In this policy brief, we present research findings of a systematic evaluation and ranking of investment options for Tanzania’s agrifood system based on their cost-effectiveness in achieving multiple development outcomes, including agrifood gross domestic product (GDP) growth, agrifood job creation, poverty reduction, declining rates of undernourishment, and lowering diet deprivation. Additionally, the study assesses their environmental footprint, focusing on water consumption, land use, and emissions. Investments in extension and advisory services on livestock are shown to be the most cost-effective in expanding agrifood GDP and jobs. We also find that targeting SME processors generates stronger impacts on jobs, while extension services in agronomy are particularly cost-effective in fostering growth. Similarly, investing in extension services in agronomy and livestock, along with support to SME processors, yields significant gains in social outcomes, though with varying effects on poverty, hunger, and diet quality. However, many cost-effective investments have relatively high environmental footprints, highlighting potential tradeoffs. The study further reveals shifts in the cost-effectiveness ranking of investment options over time and when extreme production shocks occur.

Agrifood trade: Changing challenges, changing perspectives on policy and policy research

Agrifood trade plays a key role in ensuring food security, providing smallholders and rural traders with better prices for their products in bigger and higher-value markets, improving efficiency in the production and use of natural resources, and increasing consumer access to safer and more diversified and nutritious foods. This chapter reviews the evolution of trade research, with a focus on the contributions made by IFPRI and others, as well as priorities for future research.

Book link: https://hdl.handle.net/10568/174108

Impact: Assessing the outcomes of IFPRI's research

Food policy research plays an essential role in helping to achieve food security for all, promote sustainable and healthy diets, build efficient markets, transform economies, and strengthen food systems institutions and governance. This chapter examines IFPRI’s impacts over the last 50 years through providing independent, high-quality evidence to inform policy options, programs, and investments.

Book link: https://hdl.handle.net/10568/174108

Food value chains: Transformations in low- and middle-income countries

Food value chains (FVCs) play a critical role in food systems by linking from agricultural input providers to farmers and producers to consumers. Over the past 50 years, the economic, demographic, and policy context of FVCs in low- and middle-income countries has changed enormously. This chapter discusses major phases and revolutions that shaped the growth, structure, and importance of FVCs to economies, employment, and diets, as well as policy research issues and contributions, and looks ahead to key trends that will continue to shape FVCs.

Book link: https://hdl.handle.net/10568/174108

Tenure: Policy research on resources, rights, and equity

Secure tenure of land and natural resources is critical for ensuring equitable, efficient, and sustainable production of food and resilient rural livelihoods. This chapter examines foundational concepts and key lessons from research on tenure, including how different forms of tenure affect investment in production and resource management, and identifies priorities for further study, policy, and practice.

Book link: https://hdl.handle.net/10568/174108

Agrifood systems: Transformation, structural change, and development

Agricultural transformation has long been critical to improving access to food, reducing poverty, and stimulating economic growth, but the role of agriculture in structural change and economic development is evolving in the modern context. This chapter explains the shifting paradigms in our understanding and approaches to agricultural transformation, which continue to redefine discourse, research, and action.

Book link: https://hdl.handle.net/10568/174108

Agricultural extension services: From transfer of technology to facilitation for innovation

Agricultural extension and rural advisory services play a key role in the agrifood systems of many low- and middle-income countries by supporting farmers’ efforts to enhance productivity, strengthen resilience to shocks, and conserve the natural resource base on which these systems depend. This chapter applies IFPRI’s “best fit” conceptual framework to examine the global evolution of agricultural extension and rural advisory services over the past 50 years, as well as the shift from a “transfer of technology” approach to a more sophisticated “facilitation for innovation” paradigm.

Book link: https://hdl.handle.net/10568/174108

Regional developments: Africa [in 2025 GFPR]

Africa’s food systems have undergone significant transformations over the past four decades, with notable improvements in agricultural productivity and food security, but persistent challenges remain. This chapter examines how Africa’s agrifood policy landscape has evolved over time in response to complex challenges, including food insecurity, climate change, and socioeconomic disparities. It explores how IFPRI and other international organizations have offered research-based solutions to Africa’s development challenges, as well as underscoring the necessity of systemic, inclusive, and evidence-based approaches to address the agrifood system challenges projected for 2050.

Book link: https://hdl.handle.net/10568/174108

Political economy and governance: Agriculture and food policy from local to global

Policymaking is shaped by evidence as well as by political economy and governance factors such as incentives, institutional structures, ideological biases, and power dynamics. Over the past several decades, these factors have intersected with significant trends affecting the international development policy landscape, with important implications for agriculture and food policy. This chapter examines the key areas of decentralization, agriculture and food policy reform processes, political economy of distribution, and state capacity, before looking ahead to the need to build effective and legitimate global institutions for food systems governance.

Informing CAADP 2026–2035: What a decade of IFPRI Research in Africa tells us

This policy brief distills insights from a decade of IFPRI’s research and engagement across 54 African countries, offering a strategic synthesis to inform the Kampala 2026–2035 implementation phase of the Comprehensive Africa Agriculture Development Programme (CAADP). Drawing from almost 5,700 publications between 2015 and 2025, and using a combination of natural language processing (NLP), deep learning algorithms and rule-based approaches, the review maps key findings against CAADP’s six strategic objectives: (1) intensifying sustainable food production, agro-industrialization, and trade; (2) boosting investment and financing for agrifood systems transformation; (3) ensuring food and nutrition security; (4) advancing inclusivity and equitable livelihoods; (5) building resilient agrifood systems; and (6) strengthening agrifood systems governance. By aligning evidence with strategic priorities, this synthesis aims to sharpen the research and policy agenda needed to accelerate agricultural transformation, ensure food security, and deepen resilience across the continent. The review reveals areas of significant progress—such as advances innovative finance, nutrition policy, social protection design, gender equity, and market functioning—while also exposing enduring gaps in data, investment diagnostics, and imple mentation capacity. The brief is thus both a stocktaking and a springboard, harnessing what is known to guide the next phase of CAADP.

Synopsis: Cost effective options for inclusive and sustainable development in Rwanda

The study systematically ranks investment options in the agrifood system based on their cost-effectiveness across multiple development outcomes.
Investments in SME processors and traders and livestock extension are the most cost-effective for promoting agrifood GDP growth and employment.
SMEs and livestock services together with seed systems and credit access contribute positively to social outcomes (poverty, undernourishment, and diet).
The analysis finds a trade-off between economic gains and environmental outcomes— higher GDP effects often come with greater environmental costs.
The Rwandan case demonstrates a slight shift in the relative cost-effectiveness of investments when accounting for historical climatic risks.
The study emphasizes the need for data-driven investment planning, climate-aware policies, and balancing short-term gains with long-term sustainability objectives.

Unlocking agricultural efficiency: A stochastic frontier analysis of smallholder farmers in Rwanda

Agriculture is central to Rwanda's economy, supporting the livelihood of about 70% of the population and contributing significantly to GDP. Smallholder farmers face many production challenges such as limited use of modern inputs, low productivity, and vulnerability to climate change. Despite efforts like the Crop Intensification Program and the Smart Nkunganire System, which aim to en hance access to resources, agricultural productivity remains suboptimal for Rwanda smallholder farmers. This study seeks to identify specific sources of technical inefficiencies among smallholder farmers, focusing on the total value of farmer’s crop output. By using stochastic frontier analysis, a robust quantitative method for separating inefficiencies and random shocks, the study assessed
the overall technical efficiency of smallholder farmers in Rwanda and identified the key factors influencing crop output value. The analysis reveals that fertilizer use, pesticide application, labor, seed use, and land size are key drivers of crop output value. This research further indicates that farmers operate at only 45% of their potential productivity, given the same level of input and technology, highlighting substantial room for efficiency improvements to reach the optimal output value frontier. Furthermore, additional analysis emphasizes the critical role of socioeconomic factors in shaping technical efficiency. The findings highlight the need for targeted interventions to optimize resource utilization, streamline labor allocation and strengthen access to extension services and government initiatives aimed at boosting agricultural production value. These strategies can substantially improve technical efficiency, enabling farmers to achieve optimal crop output values and advancing Rwanda's agricultural development objectives.

Rwanda: Cost effective options for inclusive and sustainable development

In this policy brief, we present research findings of a systematic evaluation and ranking of investment options for Rwanda’s agrifood system based on their cost-effectiveness in achieving multiple devel opment outcomes, including agrifood gross domestic product (GDP) growth, agrifood job creation, poverty reduction, declining rates of undernourishment, and lowering diet deprivation. Additionally, the study assesses their environmental footprint, focusing on water consumption, land use, and emissions. Investments in small and medium enterprise (SME) processors are shown to be the most cost-effective at expanding agrifood GDP and employment, while extension and advisory services on livestock and climate emerge as the most efficient farmer-facing investments. However, crop ex tension services rank least in cost-effectiveness for economic and social outcomes. However, many cost-effective investments have relatively high environmental footprints, which highlights potential tradeoffs. The study further reveals shifts in the cost-effectiveness ranking of investment options
overtime and when extreme production shocks occur.

Uganda: Cost effective options for inclusive and sustainable development

In this policy brief, we present findings of a systematic evaluation and ranking of investment options for Uganda’s agrifood system based on their cost-effectiveness in achieving multiple development outcomes, including agrifood gross domestic product (GDP) growth, agrifood job creation, poverty reduction, declining rates of undernourishment, and lowering diet deprivation. Additionally, the study assesses their impact on environmental footprints, focusing on water consumption, land use, and emissions. Investments in small and medium enterprise (SME) processors are shown to be the most cost-effective at expanding agrifood GDP and employment, while livestock extension services rank highest among the farmer-facing investments. Most R&D related interventions rank lowest in terms of cost-effectiveness at achieving economic and social outcomes. However, many cost-effec tive investments have relatively high environmental footprints, highlighting tradeoffs. The study further reveals shifts in the cost-effectiveness ranking of investment options over time and when ex treme production shocks occur.

Fertilizer policy reforms in the midst of crisis: Evidence from Rwanda

Fertilizer subsidies are a prominent feature of many agricultural development strategies in sub-Saharan Africa, but few countries have the necessary data to make rapid decisions about their management in the face of exogenous shocks. This was the case in Rwanda following the rapid increase in international fertilizer prices in 2021–22. Working within a constrained fiscal space that followed the economic downturn caused by the COVID-19 pandemic, the Government of Rwanda aimed to revise its fertilizer subsidy system to accommodate higher fertilizer import prices without compromising progress against its agricultural growth targets. This paper explores both the economic analysis and policy process that shaped decision-making around Rwanda’s fertilizer subsidy system during the period 2020–23. The paper centers on the design and application of a microsimulation model that estimated—almost in real time—the impact of increased fertilizer prices on crop production during this period. It then explores the policy outcomes that followed, emphasizing the scope for subsidy reductions even in the midst of crisis, the critical importance of strengthening agricultural data systems, and lessons for countries facing similar challenges.

Ghana: Systematic analysis of world market and domestic production shocks

Achieving development goals is subject to economic uncertainties, yet policymaking rarely accounts for these risks. This Country Brief quantifies the risks facing Ghana’s economy and population, focusing on two primary sources:
1) External risks stemming from shocks in international commodity prices and foreign capital flows and
2) Domestic risks associated with production shocks in volatile sectors of the Ghanaian economy, such as primary agriculture and hydropower electricity generation, are often caused by extreme weather.
The significance of these risks is assessed based on the range of the shocks’ impacts on four main economic and development indicators: total GDP, private consumption, poverty rate, and prevalence of undernourishment.
The analysis uses data mining methods to simultaneously sample many shocks from historical data, con structing a comprehensive set of realistic shock scenarios for Ghana. A country-specific, economywide Computable General Equilibrium (CGE) model then simulates the impacts of these shocks on both total and sector-specific economic outcomes, deriving changes in poverty and undernourishment for each shock scenario. Finally, machine learning techniques are applied to obtain metrics for the relative im portance of different risk factors.
The results suggest that Ghana’s trade-oriented economy is predominantly exposed to external risks, with fluctuations in world prices of key exports—particularly energy and metals—significantly influencing eco nomic activity and the country’s ability to finance imports. Poverty and undernourishment risks present a more complex picture, with a significant difference between urban and rural risk factors. Rural households, which are generally poorer than urban households and constitute the majority of the poor and undernourished population, are more exposed to domestic production volatility factors.
Understanding these economic risks is a critical first step in facilitating discussions on potential risk management strategies, such as promoting domestic productivity growth and diversifying economic activity away from high-risk sectors.

Uganda: Systematic analysis of world market and domestic production shocks

Achieving development goals is subject to economic uncertainties, yet policymaking rarely accounts for these risks. This Country Brief quantifies the risks facing Uganda’s economy and population, focusing on two primary sources:
1) External risks stemming from shocks in international commodity prices and foreign capital flows and
2) Domestic risks associated with production shocks in volatile sectors of the Uganda economy, such as primary agriculture and hydropower electricity generation, are often caused by extreme weather.
The significance of these risks is assessed based on the range of the shocks’ impacts on four main economic and development indicators: total GDP, private consumption, poverty rate, and prevalence of undernourishment.
The analysis uses data mining methods to simultaneously sample many shocks from historical data, con structing a comprehensive set of realistic shock scenarios for Uganda. A country-specific, economywide Computable General Equilibrium (CGE) model then simulates the impacts of these shocks on both total and sector-specific economic outcomes, deriving changes in poverty and undernourishment for each shock scenario. Finally, machine learning techniques are applied to obtain metrics for the relative im portance of different risk factors.
The results suggest that domestic production volatility is the primary risk factor affecting GDP and poverty in Uganda, whereas world markets and domestic risks are equally important for household consumption and undernourishment. Individually, the most critical risk factors identified include production volatility in root crops, volatility in foreign capital flows, and volatility in fishery production, with the latter being particularly significant for rural low-income households.
Understanding these economic risks is a critical first step in facilitating discussions on potential risk management strategies, such as promoting domestic productivity growth and diversifying economic activity away from high-risk sectors.

IFPRI strategy for engagement with CAADP 2026-2035: Supporting implementation at regional, sub-regional, and national levels

This document outlines a comprehensive strategy for the International Food Policy Research Institute (IFPRI) to support implementation of the Comprehensive Africa Agriculture Development Programme (CAADP) 2026–2035. With its renewed focus on transforming Africa’s agrifood systems, CAADP provides a framework to address criti cal challenges captured in six strategic objectives that cover sustainable food production, agro-industrialization, investment mobilization, food and nutrition security, inclusivity, resilience, and governance. Building on its long history of support to the CAADP process, IFPRI’s engagement with CAADP 2026–2035 will focus on providing evi dence, strengthening policy processes, building capacity, and supporting investment mobilization to accelerate Africa’s agrifood system transformation. This strategy identifies specific entry points and pathways through which IFPRI can contribute to achieving CAADP’s six strategic objectives including: (1) research and knowledge genera tion; (2) technical assistance and policy support; (3) capacity development; (4) investment and financing support; (5) monitoring, evaluation, and learning; and (6) stakeholder engagement and convening. Working closely with other CGIAR centers and leveraging its country and regional offices, expertise, partnerships, and extensive expe rience in Africa, IFPRI aims to play a pivotal key role in enabling CAADP’s vision of agricultural transformation and inclusive growth, contributing to food security, economic development, and resilience across the continent. By working across regional, subregional, and national levels, IFPRI will engage with partners to help translate CAADP 2025’s ambitious goals into tangible outcomes for food security, resilience, and economic growth.

Papua New Guinea: Systematic analysis of world market and domestic production shocks

This study is part of a series of country briefs by IFPRI that leverages economywide models to deliver detailed risk assessments of key economic indicators. This initial analysis evaluates vulnerabilities across economic sectors and key population groups to answer two questions: (1) How vulnerable are national economy and population of Papua New Guinea (PNG) to world market and domestic production shocks? (2) What are the largest risks to PNG’s overall economic performance, private consumption, and reductions in poverty and undernourishment?

Synopsis: Commercialization and dietary diversity of Rwandan smallholder farmers: a focus on women and youth headed households

In the last two decades, the government of Rwanda has significantly lowered stunting among children under five years from 48% in 2000 to 33% in 2020 and recognizes dietary diversity as one the approaches to overcome malnutrition and micronutrient deficiencies. A key priority of the Second National Strategy for Transformation (NST2) is to tackle malnutrition and to reduce stunting rates among children. Therefore, using a household dietary diversity score as a proxy for household access to nutritious foods, this policy note outlines how commercialization impacts dietary diversity, with a focus on women and youth headed households. Key findings include:
The rural smallholder farmers diet is predominantly based on cereals, roots and tubers as well as vegetables.
Even when controlling for relevant variables, women do not have more diverse consumption patterns, however, they do, relative to male headed households, consume more diverse foods the greater their level of commercialization.
Despite an overall lack of resources and income, youth-headed households show a positive relationship with household dietary diversity when compared to mature-headed households.
Determinants that positively influence household dietary diversity include the level of commercialization, household non-farm assets, market access, education of the household head, the presence of children under five in the household, irrigation, land size, and livestock holdings.

A synthesis of changes in women's empowerment in two portfolios of agricultural and livestock development projects

The intrinsic and instrumental value of gender equality and women’s empowerment is recognized by Sustainable Development Goal (SDG) 5. Evidence on positive changes to women’s empowerment in agriculture and livestock interventions is expanding but is still relatively limited. Portfolios of projects focused on women’s empowerment through agriculture and livestock interventions can provide key insights across approaches and contexts.

In this working paper, we synthesize evaluations of the effects of interventions with empowerment objectives from two portfolios of agricultural development projects: the Livestock Vaccine Innovation Fund and the Cultivate Africa’s Future projects. These projects were implemented in 10 African countries and one South Asian country between 2017 and 2023, and funded by Canada’s International Development Research Centre (together with others). The projects used the project-level Women’s Empowerment in Agriculture Index (pro-WEAI) and the Women’s Empowerment in Livestock Index (WELI) tools to measure empowerment. The main objective of this study is to examine whether the agriculture- and livestock-related development projects impacted women’s empowerment at the portfolio level, to draw conclusions for the design and implementation of future project portfolios that aim to enhance gender equality and women’s empowerment.

We use both quantitative and qualitative data reported by the projects in the two portfolios. The quantitative analysis synthesizes impact estimates on WELI and pro-WEAI aggregate indices from projects using quasi-experimental or experimental designs, as well as percentage changes in these indices between baseline and endline assessments. The qualitative analysis examines patterns of commonalities or differences in how empowerment is conceptualized, how it evolves over the course of the projects, and how project participants perceive changes in their lived empowerment experience.

The quantitative results show mostly null findings, consistent with the emerging empowerment literature that suggests moving the needle on women’s empowerment requires intentional programming and appropriate levels of investment. We find the most promising results are from projects with explicit strategies to influence and transform gender norms.

The qualitative findings highlight the importance of capturing local conceptualizations of empowerment to contextualize empowerment and its quantitative assessments. The results show that resource ownership is a key indicator of empowerment for both women and men. Women, however, most value the ability to manage their finances independently while men most value being able to support other family members. Both women and men see the value of groups for their empowerment. Finally, women’s empowerment is tied to men’s support.

The results provide much needed information on the most effective approaches to support women’s empowerment, indicating that intentional and transformative approaches are most beneficial. Methodologically, the working paper shows (1) the importance of portfolio projects with shared goals and consistent measurement tools for women’s empowerment, (2) the complexity of combining the goals of research and those of development partners, (3) the value of using both quantitative and qualitative methods, and (4) the need for dedicated financial resources to support systematic impact assessments, meta-analysis and synthesis work.

Ethiopia: Systematic analysis of world market and domestic production shocks

This study is part of a series of country briefs by IFPRI that leverages economywide models to deliver detailed risk assessments of key economic indicators. This initial analysis evaluates vulnerabilities across economic sectors and key population groups to answer two questions: (1) How vulnerable are Ethiopia’s national economy and population to world market and domestic production shocks? (2) What are the largest risks to Ethiopia’s overall economic performance, private consumption, and reductions in poverty and undernourishment?

Egypt: Systematic analysis of world market and domestic production shocks

This study is part of a series of country briefs by IFPRI that leverages economywide models to deliver detailed risk assessments of key economic indicators. This initial analysis evaluates vulnerabilities across economic sectors and key population groups to answer two questions: (1) How vulnerable are Egypt’s national economy and population to world market and domestic production shocks? (2) What are the largest risks to Egypt’s overall economic performance, private consumption, and reductions in poverty and undernourishment?

Pathways Linking Climate Change to Livestock Production and Consumption in Sub-Saharan Africa: A Protocol for a Systematic Review

The sub-Saharan African (SSA) region has a large livestock population but low productivity and animal source foods consumption which contributed to nutritional problems. Climate change further reduces productivity, impacting the livelihoods of the rural poor who largely rely on livestock. The agri-food system of SSA is characterized by small holder traditional family farms, poor technological uptake, poor infrastructure, poor veterinary services, and weak adaptability to climate effects. Owing to the unique challenges in climate change and agri-food system interface in SSA, contextualized evidence is very important to design interventions. We aimed to synthesize evidence on the pathways linking climate to livestock production and animal source food consumption in SSA context. Understanding the pathways linking climate change to livestock production and consumption in SSA is essential for formulating strategies that enhance food security, improve nutrition, and support rural livelihoods while mitigating and adapting to the impacts of climate change.

The incoming systematic review will be based on a previously developed systematic map. In the previous systematic map, we searched eight bibliographic databases, institutional website, conducted web-based search, and used citation snowballing to capture all relevant studies. The search was carried out in English and focused on SSA contexts wherever applicable. The search results were imported into Rayyan and screened for relevance based on title, abstract, and full text. At each stage of the screening process, the numbers of studies included and excluded were recorded. From the included studies of the systematic map, we will filter primary, empirical, quantitative articles conducted 2000 and onwards and use for this systematic review. We will extract the main findings of the articles along with key study characteristics and potential sources of heterogeneity. Included studies will be subjected to JBI’s quality appraisal checklists. A narrative synthesis of data from all studies included in the systematic review will be generated to describe the existing evidence along with study findings. Where data are suitably comparable, quantitative synthesis (meta-analysis) will be performed.

Gender integration in food-system policies: an adapted policy assessment framework

Food systems are complex and include multifaceted processes in food production, aggregation, processing, distribution, consumption and post-consumption disposal of food products. Ensuring gender equality within food systems is important because they connect various domains, such as health and nutrition, climate change, environment, fisheries, livestock and agriculture. This interconnectedness within food systems leads to significant implications for human health, including nutrition and diets, as well as climate and environment-related indicators. Interactions of gender within these domains complicate the equitable derivation and distribution of benefits from agricultural activities by women and men. Therefore, policies governing food systems in low- and middle-income countries need to integrate gender-responsive approaches into their design, implementation and monitoring, recognizing the multifaceted processes of food systems and how gender interacts with these processes. The existing tools and frameworks that assess gender integration within policies about food systems do not extend beyond the scope of agricultural production into other interacting domains. This working paper addresses this gap by developing an enhanced framework for evaluating gender integration in policy documents within and beyond agriculture. The thematic reach of this framework includes agriculture, livestock, fisheries, climate change, health and nutrition, environment, and natural resource management. By leveraging a gender and food-systems framework that deconstructs food-systems functions, and how they impact women and men differently, the framework offers structured guidance for incorporating gender-related considerations within policy documents relating to food systems. The framework also has implications for participatory policy processes—design, implementation and monitoring—that aim to foster gender-equitable benefits from food-systems interventions.

The impact of the African continental Free Trade Agreement: A continentwide macroeconomic assessment and distributional analysis in Nigeria and Rwanda

Africa remains the least open continent in the world, with high trade restrictions for both intra- and extra-African partners. These restrictions include both tariff and nontariff measures, as well as high transportation costs due to poor infrastructure. However, previous studies have highlighted the crucial role of intra-regional trade in boosting national economies, promoting development, and enhancing food security by increasing the availability of food and stabilizing domestic markets. In particular, informal cross-border trade, which is pervasive in Africa, contributes to food security, although further research is needed on its magnitude.

This research aims to enhance the understanding of current and future trends in Africa’s food systems, focusing on continental) trade and its impact on national economies and markets. Its objective is to assess the impact of the African Continental Free Trade Agreement (AfCFTA), the most ambitious regional trade agreement in Africa, on national economies and markets. The study uses state-of-the-art tools, includes informal cross-border trade of agricultural products, and considers realistic scenarios of trade liberalization.

The study finds that the AfCFTA’s impact will be positive, although limited. Because most African countries are already trading under preferential regimes within regional economic communities (RECs), AfCFTA primarily affects trade flows outside of these communities. We observe traditional trade diversion effects from partners outside of Africa (up to −1.68 percent) and trade creation within the continent (up to 18.48 percent). Like the agreement’s macroeconomic impacts on gross domestic product growth and trade, its effects on poverty are also limited, with more positive effects in Rwanda than in Nigeria, the two countries analyzed in the microsimulation. A gender bias is present in the results: Female-headed house-holds benefit less from the agreement than male-headed households. Given the continent’s high trans-portation costs, significant gains can occur by reducing transport margins in addition to implementing the AfCFTA. In that case, the positive results are amplified, while the negative effects are dampened.
Because AfCFTA implementation is still in early stages, more information is needed to fine-tune the results. First, it is important to examine the assumptions behind the selection of sensitive and excluded products. In the absence of official lists, which are not available for most countries, the final lists may differ from the selection made in this report, although the method we use has proven to be effective for past agreements. In addition, rules of origin and other nontariff measures will play a significant role in the future of the agreement, affecting the results and likely changing the distribution of gains and losses.

Synopsis: The dynamic impact of alternative livestock sector interventions and spending options in Rwanda

This study evaluates the cost-effectiveness of various livestock interventions—feed, breeding, and health—and budget allocation strategies (balanced, feed-oriented, breeding-oriented, and health oriented) in the context of Rwanda’s economic and livestock systems. Using an economic and livestock systems integrated framework, the research highlights moderate yet sustained impacts on agricultural Gross Domestic Product (GDP) and significant improvements in the livestock sector. Breeding interventions have the largest cumulative effect on agricultural GDP, while health measures, particularly dewormers, yield long-term gains in livestock productivity. Under the balanced scenario, breeding contributes significantly to both meat and milk sector GDP, while feed interventions show a smaller impact overall. The model estimates the economic and livestock systems over a period of five years (t1-t5) from a base year at t0, which corresponds to the Fifth Structural Transformation in Agriculture (PSTA5) period.

Under the gun: Military and paramilitary actors in Sudan’s agri-food system

Armed actors, including militaries and paramilitaries, are heavily entrenched in the agrifood systems of several low- and middle-income countries, often resulting in negative implications for both agricultural transformation and democratic transitions. However, the role of armed actors is overlooked in the scholarship on the governance of agricultural value chains. To address this gap, this paper focuses on the role of the Sudanese Armed Forces (SAF) and Rapid Support Forces (RSF) in Sudan's agrifood system. Through over 50 semi-structured interviews with key stakeholders, the paper traces how the SAF and RSF initially gained their foothold in the agrifood system and how they interact with each other, and the private sector across diverse value chains. We argue that these actors decide to pursue investments in certain value chains depending on the extent to which the private sector is already involved and the degree of technical complexity required to attain more profitable product upgrading. Based on these considerations, we uncover four strategies used by SAF and RSF in different value chains: exclusive capture and rent extraction, competition through biased licensing and quota allocations, acquiescence to existing private competitors when value-addition is too complex, and innovation when potential is high and the private sector is absent. We show how these strategies manifest across value chains as diverse as livestock, wheat, gum Arabic, and horticulture, with secondary applications to other commodities. Given that economic competition between SAF and RSF was a major factor in the outbreak of the 2023 armed conflict, identifying how these strategies emerged and manifested not only contributes to the literature on business-state relations but also expands insights about the political economy antecedents of large-scale conflict.

Report on state-level training programme for farmer producer organizations in Odisha

This report summarizes the outcomes of two-day State-Level Training Program for Farmer Producer Organizations (FPOs) for 3 batches held in Bhubaneswar, Odisha, from December 12-23, 2024. Organized by the Department of Agriculture & Farmer Empowerment (DAFE), Government of Odisha, in collaboration with the International Food Policy Research Institute (IFPRI) and the CGIAR, the program aimed to enhance the knowledge and skills of FPO functionaries across the state.

The training program, conducted across three batches, engaged approximately 131 participants, with a significant representation of women. The participants comprised CEOs and Board of Directors (BoD) members of FPOs from diverse districts of Odisha.

The training curriculum was designed to address key areas of concern for FPOs, including FPO management, shareholder engagement, post-harvest management, certification, and market access. Experienced trainers, including Shri K.K. Jha and Shri Sujay Kar, along with researchers from IFPRI, delivered interactive sessions on these topics.

The training program was well-received by the participants, with a strong emphasis on practical learning and interactive discussions. Key areas of interest for the participants included FPO management strategies, optimal shareholder numbers, post-harvest management practices, product certification, and exploring diverse marketing channels for their produce.

This training program serves as a crucial step towards strengthening FPOs in Odisha by equipping them with the knowledge and skills necessary for sustainable growth and success. The insights and learnings gained from this program will be valuable in further enhancing the capacity of FPOs to contribute to the development of the agricultural sector in the state.

The training program highlighted the critical role of Farmer Producer Organizations (FPOs) in improving farmer livelihoods and strengthening the agricultural sector in Odisha. It provided a valuable platform for FPO functionaries to enhance their knowledge and skills in key areas of FPO management, such as financial management, marketing, and governance. The program fostered peer learning and networking among FPO representatives from different parts of the state. Furthermore, it identified key areas of concern and priorities for FPOs in Odisha related to the size, composition and structure, and tried to put forward some workable strategies to further strengthen the FPO ecosystem in the state.

This executive summary provides a concise overview of the FPO training program, its objectives, methodology, and key outcomes.

Production and consumption traits and the adoption of improved maize varieties: Evidence from seed sample packs and cooking demonstrations

In developing countries, semi-subsistence farmers typically assume dual roles as both consumers and producers of the same crops, which shape their adoption decisions as they balance household food security with market-driven incentives. This study, conducted in eastern Uganda, employs a field experiment with two intervention arms to assess the relative importance of these factors in farmers’ decisions to adopt improved maize seed varieties. The first intervention focuses on production traits, distributing free sample packs of an improved hybrid maize variety to showcase benefits such as higher yields, pest resistance, and drought tolerance. The second intervention emphasizes consumption traits, offering cooking demonstrations and blind taste tests using flour from the same improved maize variety to highlight its taste, texture, and ease of preparation. Our findings reveal that while seed sample packs positively influenced farmers’ perceptions of both production and consumption traits, cooking demonstrations primarily affected perceptions of consumption qualities. We find some evidence that the cooking demonstrations and tasting sessions significantly boosted adoption of the improved maize seed variety promoted by the intervention. However, farmers who received seed sample packs tended to recycle the harvested grain as seed in subsequent seasons, thereby crowding out fresh seed purchases. This practice led to productivity losses, suggesting that the seed trial packs did not translate into lasting improvements in food security or increased market participation.

Papua New Guinea: Systematic analysis of domestic production and world market shocks

Using an economy-wide, multi-sectoral model, this study explores potential vulnerability of Papua New Guinea (PNG) to economic shocks and identifies factors that contribute most to economic uncertainty. Economic scenarios were developed using historical data on volatile domestic sectors (e.g., primary agriculture and hydropower electricity generation) and world prices of goods and services in which PNG trades. The Computable General Equilibrium (CGE) model of PNG was used to simulate a range of potential economic outcomes under these scenarios. In addition, data mining and machine learning methods were applied to quantify the contribution of each shock to the uncertainty of economic outcomes. Key findings suggest that Papua New Guinea’s economy is predominantly exposed to external risks, with world prices and foreign capital volatility together accounting for approximately two-thirds of the potential variation in GDP and three-fourths of the potential variation in private consumption, poverty, and undernourishment (domestic production volatility contributes the remaining one-third and one-fourth, respectively). The current structure of the PNG economy underpins these results. While agriculture is the most uncertain sector, it is relatively less important compared to the overall economy; export earnings from energy and metals, as well as volatile foreign exchange capital inflows, play a much more significant role in the country’s current economic risks. Understanding how potential shocks might impact various segments of the PNG economy and population is a critical first step in facilitating discussions on relevant risk mitigation strategies, such as increasing sectoral productivity or diversifying production away from high-risk sectors.

The dynamic impacts of alternative livestock sector intervention and spending options in Rwanda

This study evaluates the cost-effectiveness of various livestock interventions—feed, breeding, and health—and budget allocation strategies (balanced, feed-oriented, breeding oriented, and health-oriented) in the context of Rwanda’s economic and livestock systems. Using an economic and livestock systems integrated framework, the research highlights moderate yet sustained impacts on agricultural Gross Domestic Product (GDP) and significant improvements in the livestock sector. Overall, breeding interventions have the largest cumulative effect on agricultural GDP, while health measures, particularly dewormers, yield long-term gains in livestock productivity. Under the balanced scenario, breeding contributes significantly to both meat and milk sector GDP, while feed interventions show a smaller impact overall. The study also finds that biased spending scenarios lead to differing outcomes across livestock sub-sectors. Breeding-oriented spending boosts milk GDP initially, whereas health-oriented spending excels in meat production through reduced deaths and increased liveweight. By the end of the simulation period, a balanced investment strategy results in a 12.5 percent increase in meat yield and a 27 percent rise in milk yield, largely driven by breeding. Health interventions, particularly deworming, are crucial for sustained meat production, while improved feed mitigates mortality and supports stock growth. These results can support policy dialogue, such as the recently introduced Fifth Strategic Plan for Agriculture Transformation (PSTA 5), as policy makers seek to revitalize the livestock sector and enhance its resilience to future challenges.

Resilient Cities urban nutrition profile: Kenya

Despite progress in reducing child stunting over the past 15 years, Kenya is now facing new nutrition challenges, including overweight and obesity. The double burden of malnutrition (DBM), which is the coexistence of under- and overnutrition within individuals, households, and populations [1], manifests as child stunting and adult overweight (mostly in women) at the population and household levels. Dietary diversity is low and affects different population groups (particularly young children, adolescents, and women), predisposing them to micronutrient deficiencies. However, recent data on micronutrient intake and status are lacking. Households living in urban areas are vulnerable to being overweight, a consequence of increasingly unhealthy dietary patterns. In Kenya’s informal urban settlements, limited dietary diversity, reliance on cereals, and widespread consumption of ultra-processed foods (UPFs) contribute to high rates of child stunting, underweight, and the DBM, with affordability and accessibility driving food choices. Compounding factors include food safety concerns, clustering of unhealthy food vendors, and external shocks. Urban nutrition interventions have had mixed results, with some programs improving child health and maternal knowledge, but others showing no significant impact. Kenya aims to eliminate malnutrition by 2027, but national policies focus mostly on rural areas, leaving urban nutrition challenges insufficiently addressed. Programs such as Afya Jiji and the Nairobi City County Food System Strategy target urban health, but gaps in urban-specific strategies, poor coordination, and limited funding hinder progress. The national school meals program serves only a small portion of schools, and urban food policies are still underdeveloped.

Commercialization and dietary diversity of Rwandan smallholder farmers: A focus on women and youth headed households

Using a household dietary diversity score as a proxy for household access to nutritious foods, this paper assesses the relationship between commercialization and nutritional outcomes of Rwandan smallholder farmers, with a particular emphasis on women and youth headed households. The results indicate that commercialization has a strong, positive effect on household dietary diversity but mixed results between sub-categories of households. For instance, male-headed households have higher overall dietary diversity compared to female-headed ones, but much of that variation can be explained by higher asset ownership and income. However, relative to male headed households, female headed households appear to respond to increasing levels of commercialization by consuming more diverse foods, an insight that could be useful for targeted interventions. Importantly, youth-headed households exhibit greater household dietary diversity than those households headed by older individuals, despite having both lower levels of assets and crop commercialization. General determinants that positively influence household dietary diversity include the level of commercialization, household non-farm assets, market access, education of the household head, the presence of children under five in the household, irrigation use, land size, and livestock holdings. The goal of this research is to enable policy makers to better identify the drivers of household dietary consumption, particularly among more vulnerable households, and how to encourage a more diverse diet for better nutritional outcomes.

Market monitoring in Rwanda’s rice sector: Insights from recent events

Summary
• While domestic rice production has risen 16% over the past five years, district level growth rates are varied and suggest strong growth in some districts but reductions in others. Leveraging higher growth area’s successes could be used to further expand production in declining growth districts.
• Microeconomic data suggests that smallholder rice farmers have slightly larger than average landholdings, grow at lower elevations, and sell about twice the percentage of crop value when compared to typical smallholders.
• A declining Tanzanian rice premium over the last five years (2019-2024) suggests a greater substitutability between Rwandan and Tanzanian rice but specific reasons for this trend are unclear and warrant further research. Overall, a 50 percent premium has been reduced to currently about 20 percent.
• Following a dramatic price increase in 2022, a subsequent large decrease in Tanzanian wholesale rice prices may have undermined government price setting in August 2024. Domestic producer rice price setting has been based on costs of production but appears to not consider other factors, such as the effects of imported prices of direct substitutes. A price analysis reveals that Tanzanian wholesale prices, valued in USD, fell about 37 percent from October 2023 to August 2024, while Rwandan retail rice prices were down only 14 percent. This relative price decrease could have effectively squeezed Rwandan processors when faced with government determined local producer prices that constricted potential profitability against rapidly declining Tanzanian prices.
• Research presented below indicates that Tanzanian wholesale prices have large, immediate impacts on rice prices in Rwanda, but Rwandan prices have little to no effect on either imported or wholesale Tanzanian rice prices. Therefore, dramatic changes of Tanzania wholesale prices have large effects on both retail Tanzanian and Rwandan rice prices in Rwanda. This unidirectional effect highlights the importance of monitoring domestic and important international prices and studying prices which could have potentially helped policymakers adjust to market dynamics more effectively and better inform target interventions. We recommend developing an improved market monitoring and forecasting unit to better incorporate the food systems approach promoted in PSTA 5.

Assessing the projected impacts of alternative PSTA5 spending trajectories on the Rwandan economy

Data-driven and evidence-based approaches are critical for shaping public policy, investment, and expenditure decisions, ensuring that development plans are effective and well-informed. The RIAPA model, utilized in this study, has played a key role in informing policy discussions, including the identification of national priorities and strategies, the mid-term assessment of the Rwanda’s fourth Strategic Plan for Agriculture Transformation (PSTA 4), and the post-COVID-19 recovery and relief efforts. This policy note employs a Rwanda-specific RIAPA model integrated with an investment module to analyze the expected benefits from agricultural investments outlined in the Fifth Strategic Plan for Agriculture Transformation (PSTA 5) for 2025-2029. Results show that, compared
to PSTA 4 spending trends, a moderate spending scenario under PSTA 5 could accelerate agricultural transformation and inclusive growth by 2.8 percentage points. A higher budget scenario, re quiring an average annual expenditure of $610 million, is projected to reach an ambitious eight percent agricultural growth target. Faster agricultural growth would further stimulate the off-farm components of the agri-food system, reinforcing agriculture's role as an economic growth engine. By 2029, PSTA 5 could reduce poverty and undernourishment by 1.6 million people, contingent on managing potentially significant climatic and external economic risks.

The case for food system knowledge support system (FS-KSS)

The Comprehensive Africa Agriculture Development Programme (CAADP) Strategy and Action Plan (2026-2035) is a key framework aimed at transforming Africa’s agrifood systems to achieve sustainable agricultural growth, food security, and economic development across the continent. Building on the lessons from the Malabo Declaration, the Plan emphasizes the need for sustainable food production, inclusivity, and resilience in the face of climate change and other challenges. However, achieving these ambitious goals requires a robust and integrated support system that can provide accurate, real time data, facilitate evidence-based decision-making, and promote accountability among stakeholders. Without a well-functioning knowledge system, the efforts to transform agrifood systems may be hindered by data gaps, limited analytical capacity, and a lack of coordination among various actors. The effectiveness of food systems in Africa is often hindered by data gaps, inconsistencies, and limited capacity for data analysis. These issues compromise the ability of governments and other stakeholders to make informed decisions, implement sound policies, and monitor progress toward national and continental goals such as food security and climate resilience. This is where the Food System Knowledge Support System (FS-KSS) becomes crucial, as it provides the necessary tools to ensure effective implementation of the CAADP Strategy and Action Plan.

Comprehensive mapping of food systems is necessary to guide transformation efforts: The case of Rwanda

Rwanda has made significant strides in improving its food systems, with notable progress in reducing malnutrition and stunting, especially among children. Stunting rates declined from over 50% in the early 2000s to 33% by 2020, reflecting the government’s commitment to addressing food insecurity and enhancing nutrition through a range of agricultural and public health initiatives. The country’s Crop Intensification Program (CIP) has played a pivotal role in increasing agricultural productivity, especially for staple crops like maize, beans, and Irish potatoes, which has contributed to better food availability across the country. Despite these achievements, substantial challenges persist. Almost 19% of households still face food insecurity, with the highest prevalence in rural areas. Additionally, malnutrition continues to affect vulnerable populations, with anemia rates among women of reproductive age at 37%, signaling gaps in nutrition security. Environmental concerns, including soil degradation, water scarcity, and climate change, further complicate efforts to sustain agricultural productivity. Approximately 40% of Rwanda’s land is affected by soil erosion, and shifting climate patterns pose increasing risks to agricultural yields. These challenges indicate the need for a more strategic, research-based approach to understanding and transforming Rwanda’s food system.

The political economy of food self sufficiency policies and food security in African countries

Food security deteriorated in Africa during the past decade, and the number of undernourished people has been increasing since 2010. The prevalence of undernourishment is now above pre-pandemic levelsat 9.7% compared with 7.2% in 2019, and Africa reports the highest level in the world. External factors, such as the Russia-Ukraine conflict, have contributed to this increase Projections show that almost 600 million people in Africa will be chronically undernourished in 2030. Moreover, Africa is not on track for SDG2, eradicate hunger by 2030. To achieve food security and reduce the number of undernourished people, many policymakers are advocating for food self-sufficiency. Relying on local production and promoting it through various policy measures, including restrictive trade policies, appears to many to be a natural solution. Yet, there has been a long-standing debate among analysts as to whether trade restrictions are a good strategy, especially in Africa, to achieve food security. The proponents of food self-sufficiency argue that trade liberalization increases food dependency (and import bills) and makes consumers vulnerable to external shocks in food availability, as well as exposing them to unhealthy foods. They advocate for stimulating local production with subsidies and trade restrictions. For the opponents, opening borders to international trade is a guarantee of cheap and easy access to diversified food products. Furthermore, by partially decoupling local markets from domestic shocks, trade can also help stabilize domestic food markets. This report contributes to that debate. Using both qualitative and quantitative analysis, we reach the conclusion that food self-sufficiency is neither a necessary nor a sufficient condition for food security. Food security is a multidimensional concept, and only two dimensions– availability and utilization—seem to be affected by food self-sufficiency in Africa. Also, while public support to agriculture can help achieve food self-sufficiency, its impact is not linear, and beyond a certain threshold, diminishing returns are observed. Overall, different approaches can achieve food security, and there is no “one-size-fits-all strategy.” International or regional trade can contribute to food security and stabilize domestic food markets, as regional production is usually less volatile than domestic supply.

Man vs. machine: Experimental evidence on the quality and perceptions of AI-generated research content

Academic researchers want their research to be understood and used by non-technical audiences, but that requires communication that is more accessible in the form of non-technical and shorter summaries. The researcher must both signal the quality of the research and ensure that the content is salient by making it more readable. AI tools can improve salience; however, they can also lead to ambiguity in the signal since true effort is then difficult to observe. We implement an online factorial experiment providing non-technical audiences with a blog on an academic paper and vary the actual author of the blog from the same paper (human or ChatGPT) and whether respondents are told the blog is written by a human or AI tool. Even though AI-generated blogs are objectively of higher quality, they are rated lower, but not if the author is disclosed as AI, indicating that signaling is important and can be distorted by AI. Use of the blog does not vary by experimental arm. The findings suggest that, provided disclosure statements are included, researchers can potentially use AI to reduce effort costs without compromising signaling or salience. Academic researchers want their research to be understood and used by non-technical audiences, but that requires communication that is more accessible in the form of non-technical and shorter summaries. The researcher must both signal the quality of the research and ensure that the content is salient by making it more readable. AI tools can improve salience; however, they can also lead to ambiguity in the signal since true effort is then difficult to observe. We implement an online factorial experiment providing non-technical audiences with a blog on an academic paper and vary the actual author of the blog from the same paper (human or ChatGPT) and whether respondents are told the blog is written by a human or AI tool. Even though AI-generated blogs are objectively of higher quality, they are rated lower, but not if the author is disclosed as AI, indicating that signaling is important and can be distorted by AI. Use of the blog does not vary by experimental arm. The findings suggest that, provided disclosure statements are included, researchers can potentially use AI to reduce effort costs without compromising signaling or salience.

Women’s Empowerment in Agrifood Governance (WEAGov) assessment framework insights from the India pilot study

Women’s equal participation and leadership in political and public life can boost a country’s long-term economic growth, foster social inclusion, and help countries reach the 2030 Sustainable Development Goals (SDGs). Beyond these important outcomes, women’s inclusion in public life is a basic human right: Women deserve a role in making decisions, controlling resources, and shaping policies. Despite the importance of women’s voices and their empowerment in policy and decision-making processes, available metrics show that women’s policy and political empowerment remains low. Moreover, these metrics are inadequate in systematically tracking women’s voices and empowerment across different levels of decision-making. IFPRI developed an assessment framework—Women’s Empowerment in Agrifood Governance (WEAGov)—to assess women’s voices and empowerment in national policy processes in agrifood systems. This paper presents results from the pilot testing of WEAGov in India from January to March 2024. In this paper, we present how the WEAGov tool works in the Indian context, analyze trends in the data that we collected during the pilot, and provide an overview of the status of women’s voices and empowerment in the agrifood policy process as of March 2024. The pilot testing in India provides useful lessons on improving the measurement of these outcomes and offers valuable policy insights on critical entry points for increasing women’s voices and empowerment in the national agrifood policy process, design, implementation, and evaluation.

The state of food insecurity measurement: A mix of methods, and a mix of messages

Robust food insecurity indicators are needed for monitoring development targets, humanitarian advocacy efforts, and rationally allocating foreign aid. Longstanding dissatisfaction with the FAO’s undernourishment indicator prompted the development of new metrics in recent decades, including the FAO’s Food Insecurity Experience Scale (FIES) and the unaffordability of healthy diets. However, no previous research has assessed whether food insecurity and poverty indicators are in broad agreement on which countries are insecure/poor, and whether global food insecurity is rising or falling. Unfortunately, this new mix of methods produces mixed messages. At the country level, FIES severe food insecurity is often higher in Latin America and the Caribbean than in Niger and other extremely poor African countries. On global trends, the FAO reports increasing undernourishment and FIES food insecurity over 2014-2022, whereas the World Bank reports monetary poverty declining and healthy diets becoming more affordable. Moreover, trends in FAO food security indicators are not statistically explained by hypothesized factors cited in FAO reports, such as conflict or climate change, and increases in the FAO’s calorie consumption inequality metric are inconsistent with declining income inequality reported by the World Bank. We provide four concrete suggestions to improve food security measurement and monitoring: (1) the FAO should cease modelling undernourishment; (2) new independent studies should re-evaluate the FIES and test new metrics; (3) international agencies should implement coordinated, high-frequency, multi-purpose, open-access surveys; and (4) researchers should further improve the “nowcasting” of poverty and food insecurity for data-scarce crisis contexts.

How agri-food value chain employment and compensation evolve with structural transformation

The traditional structural transformation narrative emphasizes inter-sectoral labor reallocation out of agriculture, ignoring whether workers exit agri-food value chains or merely migrate within them, from primary agricultural production to downstream food industries. We introduce a method to decompose multiregional input-output table data into industry-and-country-specific annual labor value added estimates by final consumer market segment – domestic food at home, domestic food away from home, or exports – and match with industry-specific employment data to estimate average worker compensation. Using data covering most of the global economy, 1993-2021, we report ten stylized facts that sharpen the traditional narrative about labor reallocation amid structural transformation. As incomes grow, labor exits primary production for downstream agri-food value chain segments that maintain a steady economywide employment share while offering jobs that pay better than farm work. Women disproportionately move from primary production to downstream, consumer-facing retail and food service, while men migrate to better-paying midstream jobs, increasing gender pay inequality within the value chain. Employment shifts are strongly associated with changes in national per capita income, but not with agricultural total factor productivity growth.

Prioritizing agri-food system investments under climatic and world price risks

With a population exceeding 120 million, Ethiopia is home to 77 million people who directly depend on agriculture for their livelihoods (World Bank, 2024a). The country registered robust agricultural growth of about 5% on average for a decade since 2013 (NBE, 2023). The Ethiopian government has been encouraged to target its development interventions to sustain and accelerate the growth and transformation of the economy (IFAD, 2023; Aragie & Balié, 2019). However, the pattern of support and the composition of growth are critical factors influencing changes in poverty, employment, and diet quality (Christiaensen & Martin, 2018; Pham & Riedel, 2019). Assessing the linkages between economic growth and poverty, employment, and diet quality is a topic of importance to both country policymakers and their development partners. Few studies, including Fan and Zhang (2008), Aragie, et al (2022), Benfica, et al. (2019) and Pauw and Thurlow (2015), have so far assessed and ranked various on-farm and off-farm interventions in relation to their impacts on selected outcome indicators and suggested to policy makers the most cost-effective ways of allocating scarce public resources for maximum impact.

Zambia: Systematic analysis of domestic production and world market shocks

This study explores Zambia’s vulnerability to economic shocks and identifies those contributing most to economic uncertainty. The Zambian Computable General Equilibrium (CGE) model was employed to simulate a range of potential economic outcomes under various sampled shock scenarios developed using historical data on domestic agricultural yield volatilities and world market prices for traded goods. Data mining and machine learning methods were applied to quantify the contribution of each shock to the uncertainty of these outcomes. We find that Zambia’s economy is predominantly exposed to external risks, with foreign capital flows and world market price volatility together accounting for approximately three-fourths of potential variations in GDP, private consumption, poverty, and undernourishment. Domestic agricultural yield volatilities contribute the remaining one-fourth. The current struc-ture of the Zambian economy underpins these results. While agriculture is the most uncertain sector, its relatively small contribution to GDP limits its economywide and macroeconomic impacts. Instead, export earnings from cop-per and foreign exchange capital flows play a much more significant role in shaping Zambia's economic risks and their social and economic impacts. Understanding how potential shocks might impact various segments of the Zambian economy and population is a critical first step in facilitating a discussion on risk mitigation strategies that include increasing sectoral productivity or diversifying production to reduce reliance on high-risk sectors.

Is it a myth? Market power among intermediaries in agri-food value chains

A common narrative about agri-food value chains (AVCs) in low- and middle-income countries (LMICs) is that smallholders are paid substantially less for their agricultural products relative to the prices consumers pay for them. Some of that difference can be attributed to market channels—even in competitive and efficient agricultural markets, there are costs involved as agricultural products move from producers to consumers, including expenses for transportation, collection and aggregation, grading, processing, distribution, packaging, and retailing.

IFPRI Nexus SAMs: Annual Release Note 2024

The Nexus Project is pleased to provide an update on the Nexus Social Accounting Matrices (SAMs) developed and released by IFPRI in collaboration with national statistical agencies and research institutions in 2024. This Annual Release Note provides a brief overview of SAMs and the Nexus Project. It serves as a useful one-stop shop for obtaining links to the latest versions of all Nexus SAMs.
For more information or questions, please email IFPRI-Nexus@cgiar.org.

Postharvest packaging and marketing innovation adoption in Nigeria: The case of plastic crate

Postharvest loss of horticultural crops is very high in most developing countries, and most of the loss occurs during production, harvesting, and transporting stages. Postharvest technologies (PHTs) are therefore important to reducing food loss and wastage and critical to both national and international food security agendas. This report provides the status quo of postharvest innovation adoption in Nigeria by taking the case of horticultural growers’ adoption of postharvest packaging and transportation innovation such as returnable plastic crates. Primary data were collected from 1704 farmers using a multistage random sampling technique. Our findings reveal low adoption of PHT, with only 8% of rainfed and 14% of irrigation farmers utilizing PHT for packaging and transporting perishable agricultural products. Growers who adopted PHT received a market price that was twice as high as those who did not, encouraging sustained adoption of PHT by growers. The results prove that the high costs and limited availability in rural areas, rather than awareness gap, discourage farmers from using PHT. The research suggests interventions to address these challenges by utilizing flexible distribution strategies, such as engaging small and micro enterprises to offer rental PHT services in rural areas.

Food system financing vulnerability index

Food systems are integral to ensuring access to sustainable healthy diets for all, thereby supporting public health, livelihoods, and environmental sustainability. However, these systems are increasingly vulnerable to a range of shocks and stressors, from economic downturns and financial constraints to the impacts of cli mate change and pandemics. One of the most critical determinants of food system resilience is the ability to effectively manage financing vulnerabilities. Financing vulnerability refers to the susceptibility of food system components to performance degradation due to inadequate, inefficient, or uneven allocation of financial re sources. Addressing this issue is paramount for enhancing the system’s capacity to withstand and recover from disruptions while maintaining functionality.

The changing demographics in food systems and implications for future youth engagement in Rwanda

Food systems are critically important for food security and employment in Sub-Saharan Africa (SSA). Moreover, expansion of nonfarm components of food systems (FS) reinforces efforts to transition out of agriculture. FS, particularly off-farm segments of food value chains, must grow rapidly to guarantee food and nutrition security for growing populations and to provide the quantity and variety of food demanded as a result of increases in urbanization and income, as well as to accommodate accompanying technological and other changes. The impact, inevitability, and amenability to policy interventions of these factors and the extent of FS transformation needed differs across countries. Future FS also face several emerging challenges. Employment and job creation are among the areas that are significantly affected by FS transformation. Demographic changes that accompany expanding FS employment are also critical for gender equity and youth inclusion. The extent, speed, and complementarity of the FS transformation and increased employment varies across countries. However, there is currently no system in place to monitor the extent of FS transformation or its interactions with other aspects of the economy, such as employment. This study of Rwanda uses secondary data from the International Labour Organization (ILO) (2023), World Bank (2023), and Integrated Household Living Conditions Survey (EICV) (2023) to investigate demographic trends in overall FS employment and who is and is not engaging in FS; and to document sectoral and overall economic growth, population and demographic changes, and urbanization trends—all which influence and are influenced by FS growth. The study contributes to the literature by testing the predicted patterns of employment growth and inclusiveness in agrifood systems, and by pointing to the nodes of employment in FS where gender- and age-based inequities exist, thereby facilitating policymaking and interventions to ameliorate the problems. In addition, tracking performance in employment-related Sustainable Development Goals (SDGs) in Rwanda contributes to our understanding of the progress made in SSA toward inclusiveness, efficiency, and poverty reduction, particularly progress that benefits women and the youth. Rwanda’s economy grew remarkably during the two decades covered in the study (2001–2022). Agriculture contributed significantly to gross domestic product (GDP) as well as to overall and FS employment. Per capita income more than doubled, although it still is about half the average GDP per capita of SSA. The population, threequarters of whom are under 35 years of age, increased by 70% during the period. There have been great strides in education, particularly for girls and women. However, urbanization has been slow, and half of the country’s urban residents live in the capital city. The unemployment rate in Rwanda has been twice the SSA average and has generally been increasing. More than half of the workers are employed in agriculture, although this share declined considerably during the period. Farming contributes significantly to FS employment. However, the share of overall FS employment declined during the period, due to a decline in farming employment accompanied by stagnant employment in non-farm FS. Relative to men, women’s overall labor force participation rate is considerably lower and their unemployment rate higher. A larger share of women work in low-skill jobs and this gap increased during the period; a relatively larger share of women are employed in FS, but a smaller share work in the nonfarm component of FS and this gender gap widened. Similarly, relative to mature adults, youth are less advantaged. The labor force participation rate of youth is considerably lower, and the rate of unemployment is higher and increasing relatively faster among youth. However, differences in FS employment among youth and mature adults were considerably lower and shown no clear trend. Findings of this study point to several short- and long-run policy implications.

Financial inclusion, agricultural inputs use, and household food security evidence from Nigeria

This paper examines the effects of financial inclusion on adoption and intensity of use of agricultural inputs and household welfare indicators using data from the nationally representative Nigerian LSMS wave-3 (2015/2016) survey. For this, we constructed a financial inclusion index from four formal financial services access indicators (bank account, access to credit, insurance coverage, and digital transaction) using multiple correspondence analysis (MCA). We used Cragg’s two-step hurdle, instrumental variables for binary response variables, and a Generalized Method of Moments (GMM) models in the econometric analysis. Results show that households with access to formal financial services are more likely to adopt agricultural inputs and to apply these more intensively. These same households are less likely to experience severe food insecurity and are more likely to consume diverse food items. We also find that these effects are less for female farmers regardless of formal financial inclusion, suggesting that they may bear more non-financial constraints than their male counterparts. The results suggest a need for targeted interventions to increase access to formal financial services of farm households and gender-responsive interventions to address the differential constraints women farmers face.

Systematic risk profiling: A novel approach with applications to Kenya, Rwanda, and Malawi

This paper uses machine learning, simulation, and data mining methods to develop Systematic Risk Profiles of three developing economies: Kenya, Rwanda, and Malawi. We focus on three exogenous shocks with implications for economic performance: world market prices, capital flows, and climate-driven sectoral productivity. In these and other developing countries, recent decades have been characterized by increased risks associated with all these factors, and there is a demand for instruments that can help to disentangle them. For each country, we utilize historical data to develop multi-variate distributions of shocks. We then sample from these distributions to obtain a series of shock vectors, which we label economic uncertainty scenarios. These scenarios are then entered into economywide computable general equilibrium (CGE) simulation models for the three countries, which allow us to quantify the impact of increased uncertainty on major economic indicators. Finally, we utilize importance metrics from the random forest machine learning algorithm and relative importance metrics from multiple linear regression models to quantify the importance of country-specific risk factors for country performance. We find that Malawi and Rwanda are more vulnerable to sectoral productivity shocks, and Kenya is more exposed to external risks. These findings suggest that a country’s level of development and integration into the global economy are key driving forces defining their risk profiles. The methodology of Systematic Risk Profiling can be applied to many other countries, delineating country-specific risks and vulnerabilities.

Synopsis: Enhancing rural income diversification in Rwanda: Opportunities and challenges

This study describes the employment patterns of rural households in Rwanda and explores their challenges and opportunities for rural income diversification. Detailed analysis using a 2022 rural household smallholder survey on agricultural production
and employment in Rwanda, reveals that:
• Agricultural wage labor is the dominant source of off-farm income and is the primary means of supplementing rural household income. This is different than other LMICs where households are more likely to develop nonfarm enterprises that bring in extra
income and diversify the rural economy towards more value-added output while also increasing demand for rural inputs.
• This research suggests that factors like access to education and financial services are key factors to employment decisions and improved rural urban linkages.

2024 annual trends and outlook report: Advancing the climate and bioeconomy agenda in Africa for resilient and sustainable agrifood systems

The 2024 edition of the Annual Trends and Outlook Report (ATOR) explores the challenges posed by the climate crisis to agrifood systems and the opportunities offered by a transition to a bioeconomy to mitigate and adapt to the adverse impacts of climate change. This ATOR seeks to support the ongoing development and the subsequent implementation of a new 10-year Comprehensive Africa Agriculture Development Programme (CAADP) strategy by the African Union through the renewed and updated post-Malabo CAADP agenda.

Just energy transition: Challenges and low carbon pathways for Africa

Transitioning to renewable energy is a critical part of addressing climate change and ensuring sustainable development. However, if this transition does not consider the social, economic, and financial implications for African countries, it cannot be considered a “just” transition for Africa. At the social level, the transition to low-carbon pathways, such as renewable energy sources, will create new employment opportunities. However, poor countries and marginalized populations may face disproportionate challenges during this transition if they are excluded from decision-making processes or do not benefit from these new job prospects. It is therefore essential to ensure that low-carbon pathways help reduce social inequalities and improve livelihoods for people in these countries and communities. At the economic and financial levels, transitioning to low-carbon pathways will require significant funding to develop national or regional value chains, invest in research and development, and build capacity. International financial support will be crucial for developing countries, especially in Africa, to ensure a just transition.

A nutrition-sensitive circular bioeconomy for food systems transformation in Africa

Africa’s commitment to creating a sustainable and self-sufficient economy for its rapidly growing population has led to programmatic actions aimed at meeting local food, energy, and material demands sustainably and without compromising planetary boundaries (Africa Business Page 2022; Agri SA 2023). The bioeconomy has become a primary focus of this transformative blueprint, generally positioned as a vehicle for generating and using bioresources in meeting local demands for abundance, sustainable goods, and services (Gatune, Ozor, and Oriama 2021; Malabo Montpellier Panel 2022). However, the implementation momentum of the bioeconomy is incumbent on a well-planned and objective-oriented policy framework that supports generation of scientific evidence and reasonable investment structures, among other requirements for implementation (East African Community 2022; Pachón et al. 2018).

Climate action and bioeconomy transition: Mainstreaming environmental sustainability in the Post-Malabo Agenda of the Comprehensive Africa Agriculture Development Programme

The concepts of the green economy, circular economy, blue economy, and bioeconomy started emerging in response to the multidimensional economic, socioecological, and climate change crises. These concepts are becoming popular in sustainability discussions in policy, scientific research, and business and are expected to promote sustainability through different pathways of transformation. Each of these frameworks offers a comprehensive package of solutions, yet all point toward renewable, bio-based processes and nature-based or nature-friendly solutions (Kirchherr, Reike, and Hekkert 2017; Geissdoerfer et al. 2017; D’Amato and Korhonen 2021). The bioeconomy, which is more focused on biological and nature-based/positive processes, is usually viewed as a more holistic concept that encompasses principles of the green economy, circular economy, and blue economy (Figure 12.1).

Climate risks and vulnerabilities in African agrifood systems

In an era when the impacts of climate change are becoming increasingly pronounced, understanding and mitigating climate risk is paramount, especially for regions highly vulnerable to environmental change. Africa, with its rich biodiversity and varied climates, stands on the front line, facing unique challenges posed by climate change and climate variability. The continent’s susceptibility around climate change is not just a matter of environmental concern but a multifaceted issue affecting socioeconomic development, agricultural sustainability, and the overall well-being of its inhabitants. The imperative to assess, comprehend, and adapt to these risks is more critical now than ever, necessitating a detailed analysis of various climate-related parameters and their long-term implications.

Innovative financing mechanisms for climate adaptation in African agrifood systems

Agrifood systems are a leading cause of climate change globally, as they are responsible for a third of anthropogenic greenhouse gas (GHG) emissions, the majority of which are tied to agricultural production (39 percent), followed by land use (32 percent) and supply chain activities (29 percent). Moreover, unsustainable agricultural practices continue to drive 80 percent of the loss of terrestrial biodiversity, soil degradation, and deforestation and are responsible for 70 percent of global freshwater withdrawals. GHG emissions are projected to increase by 60 to 90 percent through 2050 unless corrective action is taken (Apampa et al. 2021). Africa’s share of global GHG emissions is small (2 to 3 percent) but rising, with agriculture and land use change as major contributors (Adolph, Griffiths, and Hou-Jones 2023; FAO 2022).

Introduction [in Advancing the climate and bioeconomy agenda in Africa for resilient and sustainable agrifood systems]

Taken together, long-term dynamics such as demographic changes, urbanization, and a continent-wide nutrition transition pose a complex set of challenges to African agrifood systems. These challenges are further compounded by the frequent and extreme weather events linked to the deepening climate crisis, whose effects range from prolonged droughts, floods, and disease outbreaks, to rising sea levels, increasing heatwaves, and changing rainfall patterns. Left unmitigated, the likely effects on agricultural yields and productivity, infrastructure, broader economic growth, and community livelihoods risk unraveling the progress made in improving food security and nutrition, as well as alleviating poverty. In one of the latest illustrations of climate change impacts across Africa, several thousand people lost their lives in Libya after torrential rain caused two dams to collapse in September 2023. The recent El Niño–induced droughts and floods across Southern Africa have led the United Nations and its partners to call for urgent action, as more than 30 million people across the region face the effects of severe drought. The consortium has warned that millions could be pushed into acute hunger unless support is urgently mobilized before the next lean season (WFP 2024). These shocks are seriously disrupting production cycles and hampering the ability of countries to guarantee food security for their populations.

Adaptation actions to climate change in African agriculture: Effectiveness and challenges

Climate change poses a significant burden to African development and economic growth, impacting households at both national and regional levels. While accounting for only 3–4 percent of global emissions, Africa is most vulnerable to climate change due to low levels of socioeconomic growth (Kikstra et al. 2022). Africa’s vulnerability to climate change is exacerbated by its reliance on rain-fed agriculture, environmental degradation, inadequate infrastructure, widespread poverty, and increased frequency and intensity of climate-related disasters. These factors make Africa highly susceptible to climate-related disruptions such as droughts and floods and can amplify the impact of climate-related disasters on communities, economies, and ecosystems (UNECA 2013; WMO 2020). Effective adaptation strategies and risk financing mechanisms are crucial for building regional adaptive capacity and resilience.

Bioeconomy pathways: Experience from Africa, Asia, and Latin America

In 2022, the Malabo Montpellier Panel published a report that made the case for African countries to embrace a bioeconomy approach to meet their agrifood systems transformation and economic growth ambitions. The Panel systematically identified four African countries at the forefront of transitioning to a bioeconomy to better understand how different governments choose their own context-specific bioeconomy development pathways (Malabo Montpellier Panel 2022). Building on this analysis, this chapter provides a snapshot of how different countries in Africa, Asia, and Latin America are choosing their own context-specific bioeconomy entry points and pathways. It provides an update of the analyses by the Panel on the cases of Ghana, Namibia, and Uganda. In addition, this chapter shows how Brazil and Thailand have embraced a bioeconomy transition to support learning not just across borders, but across regions.

The converging climate change and bioeconomy agendas as a pathway toward implementing the post-Malabo CAADP agenda

In June 2014, the African heads of state and government adopted the Malabo Declaration on Accelerated Agricultural Growth and Transformation for Shared Prosperity and Improved Livelihoods. The declaration contains a set of concrete goals to be attained by 2025, known as the Comprehensive Africa Agriculture Development Programme (CAADP), which in turn functions as the main policy framework for the African Union (AU) in the agricultural sector. The declaration thus provided a new direction for a more focused approach to achieving the continent’s vision for agricultural growth and transformation (AUC 2014). According to the African Union Commission (AUC) and the African Union Development Agency (AUDA-NEPAD), the CAADP was designed as a practical instrument and framework through which Africa was going to drive efforts to achieve the Millennium Development Goals. The importance of evidence to inform policy design and implementation, inclusive participation of multiple stakeholder groups at all stages of the policy process, and mutual accountability for actions and results are at the heart of the CAADP. These principles help formulate high-quality policies and ensure that successful policies are scaled up while unsuccessful ones are adjusted. Since the adoption of the Malabo Declaration, 10 years have elapsed, and considerable progress toward achieving some of its targets is visible across the continent. With the lifespan of the Malabo Declaration coming to an end, the AU proactively initiated the design of a new 10-year strategy, covering the period from 2026 to 2035. As Africa has embarked on designing this successor strategy, it faces multiple complex challenges compounded by the climate crisis. With the opportune timing of this Annual Trends and Outlook Report, this chapter explores how the convergence of the climate change agenda and the transition to a bioeconomy will shape future strategic political decisions across the continent, effecting an equitable and sustainable transformation of agrifood systems. Thus, the bioeconomy can be a solution to future challenges resulting from climate change (for example, climate adaption) vis-à-vis the challenges of avoiding the unsustainable use of natural resources (through climate mitigation, land use change, and the sustainable use of inputs). Simultaneously, the bioeconomy will generate opportunities for new markets—including markets for bioproducts, bioenergy or food based on insects or waste, and carbon engineering (markets that are discussed in Featured Issue 1).

Tracking key CAADP indicators and implementation processes [In the 2024 ATOR]

In this chapter we review Africa’s progress in CAADP process implementation and on the CAADP RF indicators to highlight areas of strong performance that need to be sustained or accelerated as well as areas of weak performance that require urgent attention to enable the continent to meet its Malabo Declaration agricultural transformation goals. The chapter examines progress on 27 of the 38 CAADP RF indicators for which cross-country data are available (Table 13.2). Details of the indicators and aggregate statistics are available in the data tables in Annexes 1–3 of this report. Progress on the RF indicators is discussed across different aggregated geographic and economic groupings of African countries by comparing trends in the RF indicators during the first five years after the adoption of CAADP (2003–2008) with later subperiods (2008–2014 and 2014–2023), with a particular focus on the Malabo Declaration period of 2014–2023.

The impact of climate change on African economies and opportunities for agrifood system transformation

As in the rest of the world, the climate is changing in Africa, with data showing a slightly faster warming trend than the global average of around +0.2°C per decade for the 1991–2022 period. In Africa, the average rate of change of temperature was around +0.3°C per decade between 1991 and 2022, while it was estimated at +0.2°C per decade between 1961 and 1990. In addition, all six African subregions have experienced an increase in warming over the past 60 years compared with the period before 1960. Due to global warming, Africa is observing a change in precipitation patterns, a rise in sea level, and an increase in the frequency and intensity of extreme weather events such as droughts, floods, extreme heat, and cyclones (WMO 2023). For instance, the report on the State of the Climate in Africa in 2022 (WMO 2023) showed that precipitation anomalies were above the 1991–2020 average in northeastern Africa, large parts of West Africa, the eastern Sahel region, Sudan, and parts of South Africa. In addition, several regions experienced rainfall deficits including the western part of North Africa, the Horn of Africa, portions of southern Africa, and Madagascar. Sea level rise in Africa’s seven coastal regions has been similar to the global sea level average rate of increase of 3.4 millimeters (plus or minus 0.3 millimeters) per year between 1990 and 2020. In addition, extreme weather events are growing in frequency and intensity. With respect to extreme weather events including droughts, floods, extreme heat, and cyclones, data from the Emergency Event Database in Africa showed that 80 meteorological, hydrological, and climate-related hazards were reported in 2022 (WMO 2023).

2022 Social Accounting Matrix for Rwanda: A Nexus Project SAM

The 2022 Rwanda Social Accounting Matrix (SAM) follows IFPRI's Standard Nexus SAM approach, by focusing on consistency, comparability, and transparency of data. The Nexus SAMs available on IFPRI's website separates domestic production into 42 activities. Factors are disaggregated into labor, agricultural land, and capital, with labor further disaggregated across three education-based categories. The household account is divided into 10 representative household groups: Rural and urban households across per capita consumption quintiles. Nexus SAMs support the improvement of model-based research and policy analysis in developing countries and allow for more robust cross-country comparisons of national economic structures, especially agriculture-food systems.

A guide to developing quantitative tools for measuring gender norms in agrifood systems

Increasingly, gender transformative approaches (GTAs), which seek to transform the underlying causes of gender inequalities, including discriminatory gender norms, are being used in agrifood systems (AFS) interventions. A growing body of evidence finds that GTAs contribute to positive impacts on a wide range of important development outcomes and have potential for improving gender equality. One limitation to better understanding changes in AFS-based gender norms as a result of GTAs is a lack of appropriate quantitative tools for measuring these norms. This work is an important step in filling that gap. Herein we detail the collaborative process that we undertook in Nigeria and Tanzania to develop a quantitative approach to measuring gender norms in the cassava, poultry, and fisheries value chains in each country. We then provide guidance for how implementing and research partners using GTAs in AFS can apply our learnings to their own work.

Rwandan maize market price dynamics: Structure, trends and policy implications

The importance of maize for Rwanda cannot be overstated. Most smallholder farmers, along the spectrum of both land size and level of commercialization, engage in both production, own consumption, and sale of maize. Unlike most other crops, maize is commonly produced by all levels of commercialized and subsistence smallholder farmers. For example, recent research revealed that even though almost half of all maize produced is sold (44%), only an average of 23 percent is marketed at the household level (Warner et al. 2024). This indicates that while maize is widely sold by most smallholders, it is disproportionally sold by those with relatively larger farms. Therefore, maize is important for both own consumption as well as commercial sales and price movements are critical for understanding potential welfare impacts on both buyers and sellers. Research presented here outlines some important maize price relationships, including multi-year trends, interrelationships between Rwandan markets and seasonality. Overall, we find strong correlation between all markets suggesting a good degree of integration but persistent individual market prices above and below national averages as well as seasonality that generally conforms to maize’s main harvest period (Season A). This policy brief provides an overview of maize prices in Rwanda in order to enhance evidence-based policymaking for targeting recommendations aimed at more integrated and stable maize market prices throughout the country. For example, seasonal price changes suggest an annual average price fluctuation of approximately 30 percent and if targeted policies could reduce this seasonal price variation, smallholder welfare would likely be improved.

Task or time? Comparing methods for measuring the gender distribution of work

There is growing evidence that gender disparities in the distribution of paid and unpaid work impose constraints on women’s well-being and livelihoods, reducing access to paid employment, and time for education, leisure, and social activities. Yet, gender disparities in unpaid work often go undiagnosed by traditional household surveys. While time-use surveys are well-suited for measuring unpaid work, they are often expensive to administer and take substantial amounts of survey time, leading to respondent fatigue, particularly in multi-topic surveys where other outcomes are also being collected.

In this paper, we compare data collected using the task allocation module in the Transforming Agrifood Systems in South Asia (TAFSSA) integrated household survey and the time-use module in the Women’s Empowerment in Agriculture Index (WEAI) survey. We begin by describing the methods used to collect the data in each of the surveys. We present an overview of the characteristics of the study sites in the TAFSSA integrated survey and sites in the same countries where the WEAI data were collected. We then present comparable data from each of the two methods. The findings confirm the gendered patterns in involvement in different activities as measured by both survey modules. While women’s participation in agricultural activities is high across Bangladesh, India, and Nepal, the amount of time they spend on agricultural activities is less than that spent by men. Both survey tools confirm that women undertake most of the food preparation-related activities, and men contribute through shopping/purchasing food.

The agricultural transformation index

Agricultural transformation, in broad terms, is the process during which the agricultural sector develops from a low-productivity, subsistence-oriented sector to a modern, commercially oriented one. It typically involves adopting advanced technologies and more sustainable and efficient production practices, and results in higher agricultural productivity per worker, agricultural diversification into high-value crops, and rising rural incomes. Importantly, agricultural transformation is also seen as a catalyst for broader economic development and a structural shift towards industrialization in developing economies. Given the central role of agricultural transformation in driving such change, as well as its contribution to development objectives such as poverty reduction, improvements in diet quality, and environmental sustainability, it is useful to measure and monitor progress on agricultural transformation. This is the purpose of the Agricultural Transformation Index (ATI), a newly developed composite index constructed from four indicators of progress on agricultural transformation: staple crop productivity, crop diversification, agricultural labor productivity, and food system expansion. Together, these indicators, which are calculated from publicly available, global datasets, can be used to examine progress over time on global, regional, and national scales. In addition to being transparent and easy to interpret, the index can be updated annually as new data is released. As demonstrated in this study, the ATI produces a plausible ranking of countries and is highly correlated with indicators of overall economic wellbeing such as GDP per capita or household-specific welfare measures such as poverty or the prevalence of undernourishment. The ATI is not only useful for identifying countries in need of support from international development partners or tracking their progress on agricultural transformation but can also highlight specific areas of agricultural transformation where technical or investment support might be directed by governments or their partners.

Impact of climate change on trade in Africa

The literature on the complex relationship between trade and climate change is rich. While trade can affect climate change through dirty production techniques or carbon emissions due to transport (Brenton and Chemutai 2021), climate change can affect trade through its effect on agricultural productivity (Ben Zaied and Cheikh 2015; Chandio et al. 2020), production, and thus countries’ specialization (Gouel and Laborde 2021), primarily due to high temperatures and water stress (Hamududu and Ngoma 2020). As Africa is a net importer of agricultural products, the consequence is that climate change will likely affect food security in the medium and long term. Against this background, the objective of this chapter is twofold. First, we examine the extent to which African countries are exposed to climate change relative to other regions of the world. Second, we show how Africa’s comparative advantages can be altered with rising temperatures and water stress. Our main findings show that climate change effects in Africa are more pronounced than in other regions, reflected in the increase in extreme weather events associated with rising temperatures and greater variability in precipitation. These developments are likely to increase the number of food insecure people. Furthermore, we identify how climate change can affect African countries’ specialization based on products’ sensitivity to changes in temperature and their dependence on water. We show that several crops (such as leguminous vegetables, edible nuts and coconuts, groundnuts, oilseeds, and oleaginous fruits) will be affected by climate change. Other crops’ production may be less affected, but their future expansion may be limited by climate change–related factors.

South Asia Nutrition Knowledge Initiative: Abstract digest August 2024

In this third edition of the South Asia Nutrition Knowledge Initiative’s Abstract Digest, we present studies on global, regional, and country-specific evidence on various topics of nutrition. These include the impact of short birth intervals on child malnutrition in the Asia-Pacific region, a summary of lessons from program evaluations of food systems interventions for nutrition in South Asia, the effect of zinc supplementation in pregnant and lactating mothers in a three-country study, and a review of evidence on school meals, impact on nutrition, and their other evolving dimensions.

The peer-reviewed country-specific studies are on anemia among women in Bangladesh, the double burden of malnutrition among women of reproductive age in India, and reproductive and child health transitions in India. Other country-specific studies pertain to community-based and nutrition program and multi-sectoral community development interventions in Nepal, and utilization of an integrated child development services program in India.

This issue also includes studies focusing on methods, such as measures for coverage of nutrition-sensitive social protection programs, a systematic scoping review examining aspects of quantitative nutrition research engaging with the intersectionality of inequities, a protocol to develop a data repository to support interdisciplinary research into childhood stunting, and a concept exploratory study on empowerment among adolescent girls.

We also highlight the availability of an open-access dataset for an integrated food systems assessment, which includes a wealth of data collected from Bangladesh, India, and Nepal spanning climate adaptation, agricultural production, food purchasing and shopping practices, gender disparities in unhealthy eating, adolescent diets and aspirations, and much more!

Below is the list of articles. Please scroll down to explore the abstracts in the pages that follow. If this Abstract Digest was forwarded to you, we invite you to subscribe.

Happy reading!

Synopsis: Assessing agricultural extension agent digital readiness in Rwanda

The fourth Strategic Plan for Agriculture Transformation (PSTA IV) of the Government of Rwanda emphasizes extension and advisory services (EAS) as a priority area (MINAGRI 2018). In support of PSTA IV, the Ministry of Agriculture and Animal Resources (MINAGRI) began enhancing extension and advisory services by introducing a Customized Agriculture Extension System (CAES) (MINAGRI 2020). The CAES calls for ICT-supported extension services, stating that “ICT can revolutionize agriculture in Rwanda” (MINAGRI 2020: 34). Despite an enabling policy environment and Rwanda’s embracing of the ICT revolution, extension services have not taken advantage of the potential of ICTs (MINAGRI 2020). This paper looks at capacities of agricultural extension staff and the readiness of Rwandan public and private extension staff to use ICTs in their work—to be digitally equipped. A phone survey of 500 agricultural extension agents (EAs) was conducted in February and March 2021 across all districts of Rwanda among EAs in the public, private, and nonprofit sectors in Rwanda. We examine their demographics, education, and work backgrounds. To assess the ‘digital readiness’ of EAs, we assess the impacts of various factors on an EA’s digital experience and their attitudes toward digital modernization.