Evidence map›Paper›PMID 42275388›Full record

ArticlePloS one2026

Gendered dimensions of sustainable land management: Evidences from farm size and training effects on willingness to pay in Ghana's Volta Region.

James Dickson Fiagborlo, Mexoese Nyatuame, Stella Ahone Ntoko

Abstract read
In one paragraph

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

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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

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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.

James Dickson FiagborloDepartment of Multidisciplinary Studies, Faculty of Applied Social Sciences, Ho Technical University, Ho, Ghana.ORCID https://orcid.org/0000-0002-3915-2939
Mexoese NyatuameDepartment of Agric Engineering, Faculty of Engineering, Ho Technical University, Ho, Ghana.
Stella Ahone NtokoCentre for Research in Efficient Agricultural Technologies (CREAT), Ho Technical University, Ho, Ghana.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Land degradation is a critical threat to agricultural productivity in Ghana, reducing soil fertility and deepening rural poverty. Efforts to promote Sustainable Land Management (SLM) have increased, but adoption remains uneven, with persistent gender disparities in access to land, training, and decision-making. This study draws on survey data from 1,036 farming households across five municipalities in Ghana's Volta Region to examine how SLM training and farm size affect farmers' willingness to pay (WTP) for SLM practices, with a focus on gender differences. A Tobit regression model is used to estimate both main and interaction effects. The results support the study hypotheses. SLM training (β = 0.164, p < 0.01) significantly increases WTP, with stronger effects among male farmers, confirming H1. Farm size (β = 0.058, p < 0.01) is positively associated with WTP, as larger landholdings increase farmers' investment capacity, supporting H2. Gender differences are evident: male farmers show higher baseline WTP, while female farmers show large increases in WTP as access to land and SLM training improves, partially supporting H3 and suggesting that disparities are driven mainly by structural constraints. The three-way interaction between SLM training, gender, and farm size is positive and significant (β = 0.375, p < 0.05), confirming H4 and indicating that the effect of SLM training on WTP depends jointly on gender and resource endowment. Overall, the findings suggest that gender is central to understanding investment decisions in SLM and highlight the need for gender-responsive policies that address inequalities in access to land, training, and productive resources.

Indexed as

AgricultureConservation of Natural ResourcesFarmersFarmsFemaleGhanaHumansMaleSex Factors

Identifiers

PMID42275388
PMCPMC13257986

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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.