ArticleData in brief2025
Article in Data in brief, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This dataset provides household- and plot-level information on wheat farmers in Ethiopia, with a focus on gender dynamics, rainfall variability, and farmers' preferences for wheat varietal traits. The survey was implemented in 2021 by the International Maize and Wheat Improvement Center (CIMMYT) under the Accelerating Genetic Gains in Wheat (AGG) project and covered 1,088 households across the country's major wheat-growing regions. The questionnaire included modules on household demographics, farm and plot characteristics, wheat production practices, varietal adoption and seed sourcing, gendered decision-making, access to extension services, social capital and networking, food security, dietary diversity, and health. It also documents farmers' preferences for key varietal traits, including yield potential, drought tolerance, disease resistance, straw yield, baking quality, and nutritional attributes. Household GPS coordinates were used to link survey responses with high-resolution rainfall data, enabling analysis of climate variability and its interaction with household and farm-level outcomes. This dataset provides a valuable resource for researchers and policymakers to examine how gender roles and agroecological conditions shape demand for wheat traits, with implications for designing climate-resilient and gender-responsive seed system interventions in Ethiopia.
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Registered trials
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