Evidence map›Paper›PMID 41497750›Full record

ArticleTheScientificWorldJournal2025

Impact of Cluster Farming on Wheat Productivity and Welfare Among Smallholder Farmers in Ethiopia.

Mesele Belay Zegeye, Mahlet Getahun Deredera, Anteneh Bizualem Asefa, Abate Belaye Tefera

Abstract read
In one paragraph

Article in TheScientificWorldJournal, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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.

Mesele Belay ZegeyeDepartment of Economics, Woldia University, Woldia, Ethiopia, wldu.edu.et.ORCID https://orcid.org/0000-0002-8887-177X
Mahlet Getahun DerederaDepartment of Economics, Debre Berhan University, Debre Berhan, Ethiopia, dbu.edu.et.ORCID https://orcid.org/0009-0005-0780-9907
Anteneh Bizualem AsefaDepartment of Economics, Debre Berhan University, Debre Berhan, Ethiopia, dbu.edu.et.ORCID https://orcid.org/0000-0002-6780-8499
Abate Belaye TeferaDepartment of Economics, Woldia University, Woldia, Ethiopia, wldu.edu.et.ORCID https://orcid.org/0000-0001-8443-441X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study was conducted with the objective of investigating the impact of adopting cluster farming on wheat productivity and the welfare of smallholder households in the North Shewa zone of the Amhara region in Ethiopia. The study used primary data collected from 394 households sampled using a multistage sampling technique. The data was collected using structured questionnaires and key informant interviews. In order to investigate the impact of adopting cluster farming on households' wheat productivity measured by their production per hectare and welfare indicated by their food consumption expenditure, the study has used an endogenous switching regression (ESR) model. The result of the analysis indicates that factors such as the household head's age, education level, perception of cluster farming, household size, farming experience, farm size allocated to wheat production, participation in farmers' unions, access to irrigation and information about cluster farming, soil quality, training, and proximity to resources have a significant influence on farm households' decision to adopt cluster farming. The results confirm that the adoption of cluster farming significantly increases wheat yields and directly enhances household per capita food consumption expenditure compared to nonadopters. Furthermore, the findings suggest that nonadopters could have achieved higher wheat productivity and improved food consumption levels had they adopted the practice. Based on these results, the study recommends that the government and relevant stakeholders collaborate with rural farming households to promote cluster farming in the study area, thereby improving smallholder farmers' wheat productivity and overall welfare.

Indexed as

AgricultureFarmersTriticumEthiopiaFamily CharacteristicsHumansSurveys and Questionnairesadoptioncluster farmingendogenous switching regressionproductivitysmallholder wheat farmerswelfare

Identifiers

PMID41497750
PMCPMC12767570

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.