ArticleHumanities & social sciences communications2026
Gendered preferences for varieties and traits in Uganda's common bean value chain: insights for breeding programs.
Article in Humanities & social sciences communications, 2026. 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
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
Common bean breeding efforts have focused on understanding and developing product profiles that align with farmers' trait preferences with limited emphasis on downstream value chain actors. Varieties that do not consider client-preferred traits are often on the shelves and not adopted by the targeted clients. Thus, considering trait preferences of downstream bean value chain actors like processors, traders and consumers is becoming important as they sometimes differ from those of farmers. This study investigated gender varietal and trait preferences of traders, consumers, and processors for common bean varieties. A mixed method was used to collect data from 75 traders, 21 processors, and 100 consumers in Uganda. Descriptive results identified that short cooking time, thick stew, good taste, and affordability are intertwined and the most preferred traits. Irrespective of gender, actors preferred existing varieties such as NABE 4, Kanyebwa, Masindi Yellow, Nambale Omuwanvu, and NARO BEAN 1 for possessing the most preferred traits. These findings can guide common bean breeders in targeting these traits to meet the needs of men and women processors, traders, and consumers.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.