Learning from AgResults

AgResults learning takes two forms:

  1. Learning generated from the experience of AgResults in designing and implementing projects;
  2. Learning generated from the External Evaluator in its independent ongoing review of AgResults projects.

Since 2013, AgResults has developed a variety of knowledge products, which can be found in the Learning Library below. The library is searchable by keyword and by a specific AgResults project, using the "All Tags" drop-down box.

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Learning Library

Lessons Learned Article: The Post-Project PVA Maize Market in Zambia

In Learning Library Tagged in Zambia PVA Maize 58 downloads

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AgResults Lessons Learned_Zambia Post-Project PVA Maize Market.pdf

From 2014-2018, the AgResults Zambia Biofortified Maize Challenge Project tried to tackle Vitamin A deficiency by increasing the awareness around and consumption of biofortified, pro-Vitamin A (PVA) maize. This Lessons Learned article explores the post-project PVA maize market in Zambia, looking at changes in PVA maize seed production, public and private sector demand, and broader shifts in consumption patterns.

Evaluator Lessons Learned 8: Impact Evaluation Methods

In Learning Library Tagged in Evaluator, Kenya Storage, Nigeria Aflasafe, Vietnam Emissions 32 downloads

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Evaluator Lessons Learned 8_Impact Evaluation Methods.pdf

Evaluator Lessons Learned 8: Impact Evaluation Methods

This brief by External Evaluator Abt Associates discusses quantitative methods for conducting impact assessments of smallholder farmer benefits from donor-devised interventions that stimulate private sector engagement in markets for technologies benefiting the farmers. The brief presents three AgResults Pay-for-Results competitions as examples and offers seven lessons for evaluators.

Senegal Crop Storage Finance Process Tracing Evaluation – Baseline

In Learning Library Tagged in Evaluator, Senegal Crop Storage Finance 89 downloads

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AgResults Process Tracing Baseline Evaluation Senegal.pdf

Senegal Crop Storage Finance Process Tracing Evaluation – Baseline

This report from External Evaluator IDinsight documents findings from the baseline Process Tracing evaluation of the AgResults Senegal Crop Storage Finance Challenge Project. The purpose of the baseline Process Tracing evaluation was to assess the state of the storage finance market during early stages of the project and assess if the preconditions are in place for the project to have its intended impact.

One-Pager: Vietnam GHG Emissions Reduction Challenge Project Popular

In Learning Library Tagged in Vietnam Emissions 268 downloads

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AgResults_Vietnam GHG Emissions Reduction Challenge Project_One-Pager.pdf

One-Pager: Vietnam GHG Emissions Reduction Challenge Project

This one-pager summarizes results and lessons learned from the Vietnam GHG Emissions Reduction Challenge Project, which used a Pay-for-Results prize competition structure to incentivize private sector competitors to test and scale technology packages among smallholder rice farmers in Thai Binh Province. Over four seasons, four competitors reached 37,596 different smallholder farmers across 507 villages.

Evaluation Final Report: Vietnam GHG Emissions Reduction Challenge Project Popular

In Learning Library Tagged in Evaluator, Vietnam Emissions 317 downloads

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AgResults Final Evaluation Report_Vietnam GHG Challenge Project.pdf

Evaluation Final Report: Vietnam GHG Emissions Reduction Challenge Project

This evaluation final report by Abt Associates shows that Pay-for-Results spurred private sector development and dissemination of emissions-reducing, yield-enhancing technology packages among smallholder farmers in Vietnam. A 2100-farmer survey showed that AgResults farmers achieved 14 percent higher yields than comparison farmers and used practices associated with lower emissions. However, project measurements of emissions were uncertain, so evaluators could not determine emissions impact. Future projects should pay attention to reliability of field-based emissions measurements.

Evaluator Lessons Learned 7: Vietnam GHG Emissions Evaluation Findings Popular

In Learning Library Tagged in Evaluator, Vietnam Emissions 280 downloads

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Evaluator Lessons Learned 7_Vietnam GHG Emissions Evaluation Findings.pdf

Evaluator Lessons Learned 7: Vietnam GHG Emissions Evaluation Findings

This brief summarizes the final evaluation report of the Vietnam GHG Emissions Reduction Challenge Project, showing that PfR can spur the private sector to develop and disseminate emissions-reducing technology packages for smallholder farmers. AgResults farmers achieved 14 percent higher yields than comparison farmers and were more likely to use practices associated with lower GHG emissions. The project’s main challenge was obtaining reliable measurements of emissions.

Final Report: Vietnam GHG Emissions Reduction Challenge Project Popular

In Learning Library Tagged in Vietnam Emissions 1091 downloads

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AgResults Vietnam GHG Emissions Reduction Challenge Project_final report.pdf

Final Report: Vietnam GHG Emissions Reduction Challenge Project

In Vietnam, rice is a critical crop for income and food security. However, current production practices can lead to high rates of unwanted greenhouse gases (GHG) that contribute heavily to climate change. The AgResults Vietnam GHG Emissions Reduction Challenge Project (2016-2021) used a Pay-for-Results (PfR) prize competition to encourage the private sector in Thai Binh to test, develop, and scale improved technology packages among smallholder rice farmers. Over four growing seasons, four competitors engaged more than 25,000 farmers, increasing yields by 4-14% and incomes by 10-15%.

Design Brief #5: Verification and Project Management Popular

In Learning Library Tagged in Brucellosis (Global), FMD Vaccine, Indonesia Aquaculture, Kenya Storage, Nigeria Aflasafe, Tanzania Dairy, Uganda Legumes, Vietnam Emissions, Zambia PVA Maize 731 downloads

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AgResults Design Brief 5_Verification and Project Management.pdf

Design Brief #5: Verification and Project Management

This brief, the fifth and final in the series, provides an overview of the fifth phase of AgResults’ approach to Pay-for-Results prize competition design. It explains how program designers can develop a thorough verification plan to evaluate competitors’ results and determine prize payments. It also summarizes the activities involved in project management of a prize competition.

Design Brief #4: Right-Sizing Prizes Popular

In Learning Library Tagged in Brucellosis (Global), FMD Vaccine, Indonesia Aquaculture, Kenya Storage, Nigeria Aflasafe, Tanzania Dairy, Uganda Legumes, Vietnam Emissions, Zambia PVA Maize 747 downloads

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AgResults Design Brief 4_Right-Sizing Prizes.pdf

Design Brief #4: Right-Sizing Prizes

This brief, the fourth in a series of five, provides an overview of the fourth phase of AgResults’ approach to Pay-for-Results prize competition design. It explains how program designers can determine the size of the prize purse to effectively drive participation and innovation without overpaying for results.

Design Brief #3: Structuring Prizes Popular

In Learning Library Tagged in Brucellosis (Global), FMD Vaccine, Indonesia Aquaculture, Kenya Storage, Nigeria Aflasafe, Tanzania Dairy, Uganda Legumes, Vietnam Emissions, Zambia PVA Maize 792 downloads

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AgResults Design Brief 3_Structuring Prizes.pdf

Design Brief #3: Structuring Prizes

This brief, the third in a series of five, provides an overview of the third phase of AgResults’ approach to Pay-for-Results prize competition design. It explains how program designers can create the set of parameters and rules that determines who competes, how to win the prize(s), and the implementation timeline.

Design Brief #2: Analyzing Feasibility Popular

In Learning Library Tagged in Brucellosis (Global), FMD Vaccine, Indonesia Aquaculture, Kenya Storage, Nigeria Aflasafe, Tanzania Dairy, Uganda Legumes, Vietnam Emissions, Zambia PVA Maize 854 downloads

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AgResults Design Brief 2_Analyzing Feasibility.pdf

Design Brief #2: Analyzing Feasibility

This brief, the second in a series of five, provides an overview of the second phase of AgResults’ approach to Pay-for-Results prize competition design. It explains how program designers conduct deeper research on relevant market systems to articulate a Theory of Change for the competition and to reasonably estimate the project’s impacts.

Design Brief #1: Concept Sourcing Popular

In Learning Library Tagged in Brucellosis (Global), FMD Vaccine, Indonesia Aquaculture, Kenya Storage, Nigeria Aflasafe, Tanzania Dairy, Uganda Legumes, Vietnam Emissions, Zambia PVA Maize 804 downloads

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AgResults Design Brief 1_Concept Sourcing.pdf

Design Brief #1: Concept Sourcing

The first in a series of five, this brief provides an overview of concept sourcing, the first phase of AgResults’ Pay-for-Results prize competition design process. It shows how program designers begin the process by brainstorming and assessing potential development challenges to see if a prize competition is best suited to address the identified problem.

Sustainability Assessment: Kenya On-Farm Storage Challenge Project Popular

In Learning Library Tagged in Evaluator, Kenya Storage 357 downloads

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Sustainability Assessment AgResults Kenya On-Farm Storage Challenge Project_March 2021.pdf

Sustainability Assessment: Kenya On-Farm Storage Challenge Project

This sustainability assessment by External Evaluator Abt Associates looking at the Kenya On-Farm Storage Challenge Project affirms that Pay-for-Results projects can catalyze development of a smallholder- and gender-inclusive, sustainable market for beneficial agricultural technologies. Since the project ended, there have been new entrants to the market, ongoing product innovation, and a 250% increase in sales of on-farm storage products attributable to AgResults.

Summary of Evaluator Findings and Lessons from AgResults Prize Competitions: 2013-2020 Popular

In Learning Library Tagged in Evaluator, Kenya Storage, Nigeria Aflasafe, Uganda Legumes, Zambia PVA Maize 544 downloads

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Summary of Evaluator Findings and Lessons from AgResults Prize Competitions 2013-2020.pdf

Summary of Evaluator Findings and Lessons from AgResults Prize Competitions: 2013-2020

This report by External Evaluator Abt Associates summarizes independent evaluation findings from competitions in Nigeria, Kenya, Uganda, and Zambia and offers guidance for future prize sponsors. It provides evidence that Pay-for-Results (PfR) competitions can spur development of markets for technologies benefitting smallholder farmers. It also offers guidance on how to determine whether PfR is an appropriate design option and how to maximize farmer benefits.

Evaluation Design: Tanzania Dairy Productivity Challenge Project Popular

In Learning Library Tagged in Evaluator, Tanzania Dairy 527 downloads

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AgResults Tanzania Evaluation Design.pdf

Evaluation Design: Tanzania Dairy Productivity Challenge Project

The evaluation design for the Tanzania Dairy Productivity Challenge Project by Abt Associates lays out a mixed-methods approach. To assess impact on dairy producers, the evaluator will use a quasi-experimental design to gauge technology adoption and subsequent impacts on income and consumption. The approach will use a structure, conduct, performance framework to assess market impact.

Impactful Design: AgResults' Pay-for-Results Prize Competition Toolkit Popular

In Learning Library Tagged in Brucellosis (Global), FMD Vaccine, Indonesia Aquaculture, Kenya Storage, Nigeria Aflasafe, Tanzania Dairy, Uganda Legumes, Vietnam Emissions, Zambia PVA Maize 2200 downloads

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Impactful Design - AgResults Pay-for-Results Prize Competition Toolkit.pdf

Impactful Design: AgResults' Pay-for-Results Prize Competition Toolkit

This toolkit is a practical guide for agricultural development practitioners who are interested in using Pay-for-Results prize competitions to stimulate new markets for agricultural technologies and engage the private sector for scale-up. It draws upon the experience of AgResults, which has designed and implemented prize competitions around the world since 2013.

Evaluation Close-Out Assessment: Zambia Biofortified Maize Challenge Project Popular

In Learning Library Tagged in Evaluator, Zambia PVA Maize 637 downloads

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2020 12 29 Zambia close out assessment.pdf

This assessment by External Evaluator Abt Associates, updated in December 2020, found that the AgResults project played a role in creating a niche market for PVA maize, although with limited development impact because the market involved mostly better-off smallholder farmers and urban consumers. Findings suggested that the market would likely be sustained in the short to medium term.

Evaluator Lessons Learned #6: Zambia Biofortified Maize Evaluation Findings Popular

In Learning Library Tagged in Evaluator, Zambia PVA Maize 341 downloads

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Evaluator Lessons Learned 6_ Zambia PVA Maize Evaluation Findings_Dec 2020.pdf

Evaluator Lessons Learned #6: Zambia Biofortified Maize Evaluation Findings

This brief summarizes the close-out assessment of the Zambia Biofortified Maize Challenge Project. External Evaluator Abt Associates found that the competition helped develop a niche market for Pro-Vitamin A maize, although Vitamin A-deficient populations were a small portion of those who consumed the maize. The brief underscores the importance of directly targeting intended beneficiaries in project design.

Evaluator Lessons Learned #3: Nigeria Aflasafe Project Evaluation Findings Popular

In Learning Library Tagged in Evaluator, Nigeria Aflasafe 1331 downloads

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Evaluator Lessons Learned 3_Nigeria Aflasafe Project Evaluation Findings_Nov 2020.pdf

Evaluator Lessons Learned #3: Nigeria Aflasafe Project Evaluation Findings

This brief, updated in November 2020, summarizes evaluation findings for the Nigeria project. External Evaluator Abt Associates found that AgResults helped create a niche market for Aflasafe-treated maize and an increase in farmers’ uptake of Aflasafe and net maize income. Market sustainability is uncertain due to unstable market conditions and delays in implementation of aflatoxin-related policies.

Evaluation Final Report: Nigeria Aflasafe Challenge Project Popular

In Learning Library Tagged in Evaluator, Nigeria Aflasafe 2618 downloads

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Final Evaluation Report_Nigeria_2020.pdf

Evaluation Final Report: Nigeria Aflasafe Challenge Project

The Nigeria Aflasafe Challenge Project evaluation (published in February 2019, end-of-project update added November 2020) found that the project succeeded in creating a niche market for Aflasafe-treated maize. Aflasafe adoption increased by 56 percentage points, and average net income from maize increased by 16 percent. The sustainability of the market is uncertain.