Evidence map›Paper›PMID 40029862›Full record

ArticlePloS one2025

Gender roles and constraints in enhancing hybrid chicken production for food security in lower Eastern Kenya.

John K Musyoka, Wilckyster N Nyarindo, Robyn Alders, Hezron N Isaboke

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

John K MusyokaDepartment of Agricultural Economics and Extension, University of Embu, Embu Kenya.
Wilckyster N NyarindoDepartment of Agricultural Economics and Extension, University of Embu, Embu Kenya.ORCID https://orcid.org/0000-0001-5955-5973
Robyn AldersDevelopment Policy Centre, Australian National University, Canberra, Australia.
Hezron N IsabokeDepartment of Agricultural Economics and Extension, University of Embu, Embu Kenya.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The adoption of hybrid chicken production as a source of income and food security among smallholder farmers has recently taken significant global attention. However, the effect of adoption of hybrid chicken across different genders on household food expenditure and food security remains unknown. This study employed propensity score matching (PSM) and endogenous switching regression (ESR) models to analyze the effect of adoption of hybrid chicken on smallholder households' consumption expenditure and food security in Machakos County. The PSM and ESR models were estimated on a sample of 582 households selected using multistage stratified random sampling method. The descriptive results indicated that adopters of hybrid chicken spent on average KES 1296 compared to the non-adopters who spent KES 1400 on food consumption per month. Furthermore, the adopters of hybrid chicken were more food secure compared to the non-adopters. About 74% of female were also likely to experience chronic food insecurity compared to their male counterparts. The econometric results indicated that farm location, access to credit, access to market, access to feeds, group membership and cost of feeds significantly influenced the adoption of the hybrid chicken production for both male and female decision makers. The average treatment effect results showed that non-adopters spent higher costs on food consumption. Moreover, half of the adopters of hybrid chicken were food secure compared to the non-adopters. The treatment effects of adopting hybrid chicken on household food consumption and food security were positive suggesting that adopters benefited more compared to the non-adopters. To boost food security, this study recommends the National and County governments to develop a facilitating policy environment which supports chicken production systems that are socially, environmentally and economically sustainable while enhancing appropriate technical and extension support to enable cost effective chicken production, marketing, and disease control.

Indexed as

Animal HusbandryChickensFood SecurityFood SupplyAnimalsFamily CharacteristicsFemaleHumansKenyaMaleSex Factors

Identifiers

PMID40029862
PMCPMC11875333

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.