Evidence map›Paper›PMID 40603933›Full record

ArticleScientific reports2025

Determinants of maize irrigators' intention to adopt water-saving technology in South Africa.

Markus A Monteiro, Yonas T Bahta, Henry Jordaan

Abstract read
In one paragraph

Article in Scientific reports, 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
–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.

Markus A MonteiroDepartment of Agricultural Economics, University of the Free State, P.O. Box 339, Bloemfontein, 9300, South Africa. monteiroMO@ufs.ac.za.
Yonas T BahtaDepartment of Agricultural Economics, University of the Free State, P.O. Box 339, Bloemfontein, 9300, South Africa.
Henry JordaanDepartment of Agricultural Economics, University of the Free State, P.O. Box 339, Bloemfontein, 9300, South Africa.

Funding

Water Research Commission C2022/2023-00798
6 · The paper itself

Abstract

Agriculture is one of the largest consumers of water worldwide. To sustain these precious resources, effective water management is critical to achieving Sustainable Development Goal (SDG) 6 by 2030. To address the pressing challenges of water scarcity and increasing food demand, various water management strategies have been explored, focusing on technological innovations, policy frameworks, and economic incentives. Among these strategies, the adoption of water-saving technologies (WSTs) has gained particular prominence due to their potential to drastically reduce water usage in agriculture while maintaining crop productivity. However, the adoption rates of WSTs remain low in many agricultural contexts, highlighting the need to understand farmers' behaviour and decision-making processes. This study aims to model the intentions of irrigators in adopting WSTs in the Orange Riet Irrigation Scheme of the Free State Province of South Africa using the Theory of Planned Behavior (TPB). The analysis employs partial least squares structural equation modelling (PLS-SEM) to investigate the factors influencing the adoption of WSTs among maize irrigators. The findings indicate that attitudes and subjective norms significantly influence irrigators' intentions to adopt WSTs, while perceived behavioural control does not show a notable impact. These insights suggest that interventions should prioritize raising awareness about the benefits of WSTs, leveraging social networks, and addressing potential barriers such as high upfront costs and technical complexity. By understanding the factors driving WST adoption, targeted strategies (such as awareness campaigns, peer engagement, and reducing financial barriers) can be developed to enhance sustainable water management in similarly stressed environments and contributes to achieving the SDG2, African Union CAADP Strategy and Action Plan: 2026-2035 of ending hunger and poverty and intensifying sustainable food production, agro-industrialization, and trade, respectively.

Indexed as

Agricultural IrrigationConservation of Water ResourcesZea maysAgricultureFarmersHumansIntentionSouth AfricaSustainable DevelopmentWater SupplySustainable agricultureSustainable development goalsTheory of planned behavior (TPB)Water managementWater-saving technologies (WSTs)

Identifiers

PMID40603933
PMCPMC12222857

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.