Please use this identifier to cite or link to this item: https://openscholar.ump.ac.za/handle/20.500.12714/933
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dc.contributor.authorJagadeesh, Dhanya.en_US
dc.contributor.authorChristian, Mzuyanda.en_US
dc.contributor.authorLetsoalo, Simon.en_US
dc.date.accessioned2025-03-31T14:44:18Z-
dc.date.available2025-03-31T14:44:18Z-
dc.date.issued2024-
dc.identifier.urihttps://openscholar.ump.ac.za/handle/20.500.12714/933-
dc.descriptionPublished versionen_US
dc.description.abstractThe growing impacts of climate change have adversely affected smallholder farmers across the world, leading to low output, decreased incomes, and high levels of food insecurity. As a result, farmers have been advised to find alternative ways of dealing with this phenomenon. The low adoption of climate-smart irrigation technology in Botswana warrants an investigationinto the factors and the impact of adoption. This study used a semi-structured questionnaire to collect data from 271 smallholder maize farmers, who were selected through a multi-stage sampling approach. Descriptive statistics, probit regression, and propensity score matching technique (PSM) were employed to analyze the data. The results revealed that the majority of the respondents (55%) were male and 62% of farmers were above 50 years. The majority (62%) of the participants had a farm size of less than 5 ha and were heavily reliant on family labour for farm operations. Despite high (66%) awareness of climate-smart irrigation technology, many (52%) farmers did not adopt smart irrigation in Botswana. Age, gender, and access to credit had a statistical and negative influence on adoption. However, level of education and farming experience had a positive influence on adoption. The result of the propensity score matching model indicated that farmers using climate-smart irrigation techniques experienced positive and significant improvement in crop yield compared to dryland farmers. The study recommends that relevant institutions in Botswana should design a strategy that will be tailored to addressing issues of access to credit, facilitate training and education on advanced irrigation methods, and encourage more young farmers to engage in farming activities.en_US
dc.language.isoenen_US
dc.publisherMDPIen_US
dc.subjectAdoption.en_US
dc.subjectClimate-smart agriculture.en_US
dc.subjectClimate-smart irrigation.en_US
dc.subjectPSM model.en_US
dc.subjectATT.en_US
dc.subjectBotswana.en_US
dc.titleAssessing the effectiveness of climate-smart irrigation practices in improving household income among smallholder maize farmers in Botswana.en_US
dc.typejournal articleen_US
dc.identifier.doi10.3390/su16229693-
dc.contributor.affiliationNorth-West Universityen_US
dc.contributor.affiliationSchool of Agricultural Sciencesen_US
dc.contributor.affiliationNorth-West Universityen_US
dc.description.volume16en_US
dc.description.issue22en_US
dc.description.startpage1en_US
dc.description.endpage14en_US
item.grantfulltextopen-
item.fulltextWith Fulltext-
item.languageiso639-1en-
item.openairecristypehttp://purl.org/coar/resource_type/c_6501-
item.cerifentitytypePublications-
item.openairetypejournal article-
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