Evidence map›Paper›PMID 41935190›Full record

ArticleScientific reports2026

Assessing wheat irrigation practices among smallholder farmers in Kellem Wallaga Zone, Oromia, Ethiopia.

Habtamu Rufe, Abu Regasa, Adane Edao

Abstract read
In one paragraph

Article in Scientific reports, 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
–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

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.

Habtamu RufeDepartment of Agricultural Economics, Dambi Dollo University, Dambi Dollo, Ethiopia. habterufe@gmail.com.
Abu RegasaDepartment of Natural Resource Management, Dambi Dollo University, Dambi Dollo, Ethiopia.
Adane EdaoDepartment of Agricultural Economics, Dambi Dollo University, Dambi Dollo, Ethiopia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Expanding irrigation is widely recognized as a strategic pathway to enhance agricultural productivity and food security in Ethiopia. This study investigates the determinants of wheat irrigation adoption among smallholder farmers in Kellem Wallaga Zone, Western Ethiopia. Using cross-sectional data from 298 randomly selected households, we employ descriptive statistics and a probit regression model to identify factors influencing adoption decisions. The results revealed that wheat irrigation adoption is significantly shaped by gender, resource endowment, and institutional participation. Male-headed households, larger land allocation to wheat production, cooperative membership, participation in irrigation training, and shorter distance to irrigation plots significantly increase the likelihood of adoption of wheat irrigation. Beyond adoption determinants, irrigation users exhibit markedly improved welfare compared to non-adopters. Furthermore, wheat irrigation adoption is associated with improved household food security, increased income, enhanced self-sufficiency, and greater employment opportunities. These findings consider wheat irrigation not only as a productivity enhancing technology but also as a multidimensional rural development intervention that strengthens resilience to climate variability and reduces vulnerability to rainfall shocks. The study provides empirical evidence to inform irrigation policy and investment strategies in Ethiopia and similar agro-ecological contexts. Strengthening farmer cooperatives, expanding irrigation-specific training, improving extension services, and addressing gender disparities are critical for scaling adoption. Promoting wheat irrigation represents a viable pathway toward sustainable agricultural transformation, poverty reduction, and improved food security in smallholder farming systems.

Indexed as

Agricultural IrrigationFarmersTriticumAgricultureCross-Sectional StudiesEthiopiaFemaleFood SecurityFood SupplyHumansMaleEthiopiaFood securityProbit modelSmallholder farmersWheat irrigation

Identifiers

PMID41935190
PMCPMC13201846

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.