Evidence map›Paper›PMID 40799401›Full record

ArticleTheScientificWorldJournal2025

Determinants of Fruit Tree Adoption as a Climate Change Adaptation Strategy Amongst Smallholder Farmers in Lake Kyoga Basin: A Case Study of Budaka District, Eastern Uganda.

Nabalegwa M Wambede, Kiconco Milliam, Ewongu Denis, Mulabbi Andrew, Tweheyo Robert, Mukisa Geoffrey

Abstract read
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Article in TheScientificWorldJournal, 2025. 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

6 authors.

Nabalegwa M WambedeDepartment of Geography, Kyambogo University, Kampala, Uganda.ORCID https://orcid.org/0009-0002-6283-0328
Kiconco MilliamDepartment of Sociology and Social Administration, Kyambogo University, Kampala, Uganda.ORCID https://orcid.org/0000-0001-8639-3332
Ewongu DenisDepartment of Geography, Kyambogo University, Kampala, Uganda.
Mulabbi AndrewDepartment of Media and Curriculum Studies, Muni University, Arua, Uganda.ORCID https://orcid.org/0000-0002-1186-6681
Tweheyo RobertDepartment of Sociology and Social Administration, Kyambogo University, Kampala, Uganda.
Mukisa GeoffreyDepartment of Geography, Kyambogo University, Kampala, Uganda.ORCID https://orcid.org/0009-0008-7470-8788

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study investigated the socioeconomic determinants of fruit tree adoption amongst smallholder farmers in Budaka District, Eastern Uganda. Specific objectives included describing the characteristics of fruit tree gardens, mapping their spatial distribution, and analysing socioeconomic factors influencing adoption. This study is one of the first empirical studies in agroforestry to relate socioeconomic factors in Eastern Uganda to the spatial distribution of fruit trees. The study employed a combined approach incorporating GIS-based spatial mapping and socioeconomic analysis. A cross-sectional design was employed, with data collected from 276 randomly selected farmers, key informants, and focus groups. GIS was used to visualise the spatial patterns and descriptive statistics, and chi-square tests were applied to identify differences between adopters and nonadopters. Results indicated that fruit farming is predominantly undertaken by males aged 40 and above. Fruit tree distribution is concentrated in the north and northwest, grown on small holdings averaging 0.5 acres with 10-40 trees. Chi-square tests confirmed significant differences in age, labour type, farm size, and income between adopters and nonadopters, whilst there were no significant differences in gender, family size, and access to credit. Policy interventions should expand youth- and gender-inclusive extension services that support climate resilience and sustainable fruit tree farming, and address land tenure limitations to increase adoption.

Indexed as

AgricultureClimate ChangeFarmersFruitTreesAdultCross-Sectional StudiesFemaleHumansLakesMaleMiddle AgedSocioeconomic FactorsUgandaadaptationadoptionEastern Ugandafarmersfruit treesperceptionsocioeconomic factors

Identifiers

PMID40799401
PMCPMC12343167

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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.