ArticleSustainability2022
The Determinants of Adoption and Intensity of Climate-Smart Agricultural Practices among Smallholder Maize Farmers.
Article in Sustainability, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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.
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.
Who cites it
5 citing papers in PubMed.
- Assessing the Impact of Climate-Smart Agricultural Practices on Household Welfare and Poverty Among Smallholder Maize Farmers in KwaZulu-Natal Province, South Africa.Foods (Basel, Switzerland) · 2026Article
- Effects of adoption of ecological farming practices on farm income in rural households: Evidence from Central Kenya.Heliyon · 2024Article
- Gender differentials on productivity of rice farmers in south western Nigeria: An Oaxaca-Blinder decomposition approach.Heliyon · 2023Article
- Article
- Factors impacting sugarcane production by small-scale farmers in KwaZulu-Natal Province-South Africa.Heliyon · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
Smallholder farmers' maize production is highly susceptible to climate change. Higher temperatures may result in reduced yields while encouraging weed, pest, and disease infestation. The impacts of climate change on agriculture are projected to be negative, threatening global food security; therefore, this is an important area of empirical research. This study sought to identify the factors affecting the adoption and intensity of climate-smart agriculture (CSA) adoption among smallholder maize farmers in the uMshwathi and uKhahlamba Municipal areas of KwaZulu Natal. The study used the primary data collected from 99 respondents who were selected through simple random sampling. The descriptive results indicated that farmers had experienced severe climatic conditions such as drought, pests, diseases, hailstorms, heavy rains (floods), soil infertility, and frost in their farming system. The first hurdle of the probit model results showed that drought, on-farm income, and household size significantly influenced the adoption of CSA practices. In contrast, the main source of income and educational level had a significant negative influence. The results from the second hurdle showed that drought had a significant positive impact on the intensity of CSA adoption, while marital status had a significant negative effect. Several factors influence the adoption of an intensification of CSA practices. The study recommends that policymakers and climate change champions consider smallholder farmers' socioeconomic factors when developing climate change adaptation programs. Local climate change organizations must scale up climate change awareness and adaptation programs collaboratively. Investments in public climate and adaptation education or training are needed, as well as localized meteorological observations and early warning systems. Mass media dissemination of climate change and adaptation information in locally understood languages is urgently required.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.