Evidence map›Paper›PMID 40276303›Full record

ArticleSustainability2025

Factors Affecting the Choice and Level of Adaptation Strategies Among Smallholder Farmers in KwaZulu Natal Province.

Merishca Naicker, Denver Naidoo, Simphiwe Innocentia Hlatshwayo, Mjabuliseni Simon Ngidi

Abstract read
In one paragraph

Article in Sustainability, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

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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.

Merishca NaickerAfrican Centre for Food Security (ACFS), School of Agriculture Earth and Environmental Sciences, University of KwaZulu-Natal, Pietermaritzburg 3201, South Africa.ORCID https://orcid.org/0000-0001-5838-9168
Denver NaidooAfrican Centre for Food Security (ACFS), School of Agriculture Earth and Environmental Sciences, University of KwaZulu-Natal, Pietermaritzburg 3201, South Africa.
Simphiwe Innocentia HlatshwayoDepartment of Agricultural Extension and Rural Resources Management, School of Agriculture Earth and Environmental Sciences, University of KwaZulu-Natal, Pietermaritzburg 3201, South Africa.ORCID https://orcid.org/0000-0002-8301-6758
Mjabuliseni Simon NgidiDepartment of Agricultural Extension and Rural Resources Management, School of Agriculture Earth and Environmental Sciences, University of KwaZulu-Natal, Pietermaritzburg 3201, South Africa.ORCID https://orcid.org/0000-0003-1708-2965

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Smallholder vegetable farmers grow diverse crops for family use and surplus sales. These farming activities contribute to enhancing local food security and the economy, but the farmers face challenges like limited resources and climate vulnerability. These smallholder farmers are more susceptible to climate variability and therefore need effective adaptation strategies to mitigate the challenges. This study sought to determine the factors that influence the choice and level of adaptation strategies among smallholder vegetable farmers in KwaZulu Natal Province. Primary data utilized in this study were obtained from 200 participants that were selected through random sampling. The descriptive results indicated that the majority of the farmers experienced climate variability and employed carbon and water-smart agricultural practices. The study employed the Multivariate Probit Model and Count Data Model/GLM Correlation Test to analyze the adaptation strategies and the level of their implementation by the selected vegetable farmers. The first hurdle of the probit model results showed that education level and land size positively and significantly influence smallholder farmers' adaptation strategies, while marital status, household size, income source, soil type, membership of the association, and supply chain involvement had a significant and negative effect on adoption of adaptation strategies. The results from the second hurdle showed that household size, the total size of land used for vegetable production, sandy, silt, and loam soil had a significant and negative effect on the level of adaptation strategy used, whilst the total size of land owned had a positive and significant impact on the level of adaptation strategy used by the smallholder vegetable farmers. The study concludes that education level and total land size are associated with improved farmers' climate variability adaptative capacity. The vegetable farmers' ability to adapt to climate variability challenges was negatively influenced by factors like marital status, household size, and soil type negatively impacted these strategies. The study recommends that the government considerably supports the Climate Smart Agriculture initiatives, such as alternatives like hot houses, training, credit access, and sustainable practices to enhance farmers' resilience and national food security. These may include but are not limited to alternatives like hot houses, as well as addressing barriers through training, credit access, and sustainable practices to enhance farmers' resilience and national food security.

Indexed as

adaptation strategiesclimate variabilityKwaZulu Natallevel of adaptationsmallholder vegetable farmers

Identifiers

PMID40276303
PMCPMC7617608

What OpenQuestion holds

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LicenceCC BY
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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.