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Assessing the Effectiveness of Climate-Smart Irrigation Practices in Improving Household Income Among Smallholder Maize Farmers in Botswana

Author

Listed:
  • Dhanya Jagadeesh

    (Department of Agricultural Economics and Extension, North-West University, Private Bag X2046, Mmabatho 2735, South Africa)

  • Mzuyanda Christian

    (School of Agricultural Sciences, University of Mpumalanga, Mbombela 1200, South Africa)

  • Simon Letsoalo

    (Department of Agricultural Economics and Extension, North-West University, Private Bag X2046, Mmabatho 2735, South Africa)

Abstract

The 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 investigation into 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.

Suggested Citation

  • Dhanya Jagadeesh & Mzuyanda Christian & Simon Letsoalo, 2024. "Assessing the Effectiveness of Climate-Smart Irrigation Practices in Improving Household Income Among Smallholder Maize Farmers in Botswana," Sustainability, MDPI, vol. 16(22), pages 1-14, November.
  • Handle: RePEc:gam:jsusta:v:16:y:2024:i:22:p:9693-:d:1515888
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    References listed on IDEAS

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    1. Amadu, Festus O. & McNamara, Paul E. & Miller, Daniel C., 2020. "Understanding the adoption of climate-smart agriculture: A farm-level typology with empirical evidence from southern Malawi," World Development, Elsevier, vol. 126(C).
    2. Batizi Serote & Salmina Mokgehle & Grany Senyolo & Christian du Plooy & Samkelisiwe Hlophe-Ginindza & Sylvester Mpandeli & Luxon Nhamo & Hintsa Araya, 2023. "Exploring the Barriers to the Adoption of Climate-Smart Irrigation Technologies for Sustainable Crop Productivity by Smallholder Farmers: Evidence from South Africa," Agriculture, MDPI, vol. 13(2), pages 1-19, January.
    3. Seleka, Tebogo B., 1999. "The performance of Botswana's traditional arable agriculture: growth rates and the impact of the accelerated rainfed arable programme (ARAP)," Agricultural Economics, Blackwell, vol. 20(2), pages 121-133, March.
    4. Feder, Gershon & Just, Richard E & Zilberman, David, 1985. "Adoption of Agricultural Innovations in Developing Countries: A Survey," Economic Development and Cultural Change, University of Chicago Press, vol. 33(2), pages 255-298, January.
    5. Westermann, Olaf & Förch, Wiebke & Thornton, Philip & Körner, Jana & Cramer, Laura & Campbell, Bruce, 2018. "Scaling up agricultural interventions: Case studies of climate-smart agriculture," Agricultural Systems, Elsevier, vol. 165(C), pages 283-293.
    6. Leonardi, Giorgio & Tadei, Roberto, 1984. "Random utility demand models and service location," Regional Science and Urban Economics, Elsevier, vol. 14(3), pages 399-431, August.
    7. Lebeta, Temesgen Hirko, 2017. "Participation In And Impact Of Small-Scale Irrigation Practice On Household Income: The Case Of Abay Chomen District Of Oromia National Regional State, Ethiopia," Research Theses 276456, Collaborative Masters Program in Agricultural and Applied Economics.
    8. Xiuhao Quan & Reiner Doluschitz, 2021. "Factors Influencing the Adoption of Agricultural Machinery by Chinese Maize Farmers," Agriculture, MDPI, vol. 11(11), pages 1-11, November.
    9. Ndiritu, S. Wagura & Kassie, Menale & Shiferaw, Bekele, 2014. "Are there systematic gender differences in the adoption of sustainable agricultural intensification practices? Evidence from Kenya," Food Policy, Elsevier, vol. 49(P1), pages 117-127.
    10. Batizi Serote & Salmina Mokgehle & Christian Du Plooy & Sylvester Mpandeli & Luxon Nhamo & Grany Senyolo, 2021. "Factors Influencing the Adoption of Climate-Smart Irrigation Technologies for Sustainable Crop Productivity by Smallholder Farmers in Arid Areas of South Africa," Agriculture, MDPI, vol. 11(12), pages 1-17, December.
    11. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
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