Evidence map›Paper›PMID 42127857›Full record

ArticlePoultry science2026

Evaluating the process of introducing crossbred chickens by "The African chicken genetic gains project": Implications for livestock uptake in Moshi district, Tanzania.

Judith D Shayo, Gosbert L Shausi, Athman K Ahmad

Abstract read
In one paragraph

Article in Poultry science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Judith D ShayoSokoine University of Agriculture (SUA), College of Agriculture, Department of Agricultural Extension and Community Development, P. O. Box 3000, Morogoro, Tanzania. Electronic address: judobosha@gmail.com.
Gosbert L ShausiSokoine University of Agriculture (SUA), College of Agriculture, Department of Agricultural Extension and Community Development, P. O. Box 3000, Morogoro, Tanzania.
Athman K AhmadSokoine University of Agriculture (SUA), College of Agriculture, Department of Agricultural Extension and Community Development, P. O. Box 3000, Morogoro, Tanzania.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Poultry production is a critical component of rural livelihoods in Tanzania, yet adoption of promoted crossbred chickens has remained uneven. This study analyzed the process of introducing crossbred chickens among smallholder chicken keepers in Moshi District, Kilimanjaro Region, with particular emphasis on agricultural extension pathways. Guided by the Diffusion of Innovation Theory, a cross-sectional mixed-methods design was employed. Quantitative data were collected from 260 randomly selected smallholder chicken keepers using a structured questionnaire and qualitative data were collected through focus group discussions and key informant interviews with extension officers, local leaders and Tanzania Livestock Research Institute representative. Quantitative data were analyzed using descriptive statistics and Wilcoxon signed-rank tests, while qualitative data were thematically analyzed. Results reveal sequential discontinuities across diffusion stages. Awareness and favourable perceptions were high, with over 90% of respondents expressing positive views on productivity, marketability and income potential, yet only 5.7% received pre-adoption training and i was dominated informal sources (69.3%) dominated information channels. Early persuasion was shaped by strong perceived advantages but with limited technical understanding, contributing to inflated expectations. Although 66.3% adopted, adoption intensity remained low (mean 9.8 chickens per household) and mean flock size declined significantly from 38.6 at introduction to 35.1 at survey (p = 0.03). Farmers adjusted flock sizes in response to feed costs, disease risks and weak follow-up support rather than abandoning the innovation. However, these adjustments and stagnation across diffusion stages hindered its stabilization, pointing to failures in the introduction process rather than farmer resistance. Strengthening continuity in training, technical support and institutional coordination is therefore essential for sustained adoption.

Indexed as

Animal HusbandryBreedingChickensHybridization, GeneticAnimalsCross-Sectional StudiesTanzaniaAdoptionCrossbred chickenExtension serviceLivestock keepingPoultry farming

Identifiers

PMID42127857
PMCPMC13196503

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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.