Modeling and experiments to better understand rural livelihoods decision-making

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MIXTAPE: Monitoring Impacts for Technology Adoption and Program Engagement in Bangladesh
About MIXTAPE

MIXTAPE is a country-level study of the dynamics of agricultural innovation in Bangladesh, focusing on CGIAR-related agricultural innovations in the field of rice and aquaculture. As a flagship Standing Panel on Impact Assessment (SPIA) country study, it serves as the leading initiative evaluating CGIAR-driven agricultural transformation and research impact in Bangladesh.
MIXTAPE will leverage national datasets and conduct a mixed-methods data collection campaign that emphasizes mapping intervention-specific adoption, adoption outcomes and identifying interactions across interventions. In doing so, MIXTAPE investigates impacts at large scale and their trade-offs, including environmental footprint, ecosystem health, food market and prices, labor market, and women’s empowerment in agriculture.
Objectives
01
Measure adoption dynamics of CGIAR-related innovations in Bangladesh, with specific attention to the rice and aquaculture sectors.
02
Investigate impacts of adoption (and dis-adoption) at a large scale and trade-offs, including environmental footprint, ecosystem health, food market and prices, labor market, and women’s empowerment in agriculture.
03
Map CGIAR intervention-specific adoption, adoption outcomes and identify interactions across interventions.

Methodology
1. Stocktaking Exercise
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Builds on the initial two-day consultation meeting on 10-11th July 2025
Step 1: Extensive literature review
Step 2: Key informants' interviews
Step 3: Divisional-level expert elicitation workshops
Step 4: National-level expert consultation workshops
3. Cross-section Surveys
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5. Remotely Sensed Imagery
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2. Analysis of Existing Datasets
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4. Fingerprinting Dataset
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Setting the Stage: Stocktaking and Informed Design
Lead: Bangladesh Agricultural University (Saiful Islam)
Key Activities:
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Evidence Synthesis: PRISMA-guided scoping review of CGIAR technology adoption and impact in Bangladesh.
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Methodological Alignment: Inception workshop to advance SPIA-aligned stocktaking protocols and expert-elicitation validation methods.
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Stocktake Integration: Consolidation and updating of national innovation databases.
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Cross-Working Group Strategy: Longitudinal framework bridging innovation stocktaking, backward-looking impact evaluation, and forward-looking research.


























