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Logistic modelling of smallholder livestock farmers’ adoption of tree-based fodder technology in Zimbabwe

Author

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  • Jera, R.
  • Ajayi, Olu Clifford

Abstract

Based on field data collected from 131 small scale dairy farmers that were randomly selected from four agro-ecological zones, this study assessed the potential of adoption of fodder bank technology as a means for improving livestock production and income generation for smallholder farmers in Zimbabwe. Using a logit modelling approach, it also identified the drivers of adoption of the technology by analysing the influence of household characteristics and ecological factors on farmers’ decision to adopt the technology. The model correctly predicted 75% of observed adoption and non-adoption by farmers. Results reveal that dairy herd size, land holding size, membership of dairy association and agro-ecological potential are the key factors influencing farmers’ adoption of fodder bank. Age, sex, household size and educational level of farmers play lesser role. Male and female farmers were equally likely to take up and practice fodder bank if they are given equal access to information and incentives. The study recommends farmer-led extension approaches where farmers who possess certain key characteristics should constitute the initial group for disseminating information regarding the technology in rural communities. The results highlight the importance of access to dairy product markets as a driver for the adoption of fodder banks. It is recommended that forging a strategic partnership with the Dairy Development Programme (DDP) will offer high potential for enhancing the scaling up of the adoption and impact of fodder bank technology in the country.

Suggested Citation

  • Jera, R. & Ajayi, Olu Clifford, 2008. "Logistic modelling of smallholder livestock farmers’ adoption of tree-based fodder technology in Zimbabwe," Agrekon, Agricultural Economics Association of South Africa (AEASA), vol. 47(3), pages 1-14, September.
    • Handle: RePEc:ags:agreko:44033
    DOI: 10.22004/ag.econ.44033
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    Cited by:

    1. Ng’ombe, John N. & Kalinda, Thomson H. & Tembo, Gelson, 2017. "Does adoption of conservation farming practices result in increased crop revenue? Evidence from Zambia," Agrekon, Agricultural Economics Association of South Africa (AEASA), vol. 56(2), March.
    2. Mofokeng, Maine & Vink, Nick, 2013. "Factors Affecting the Hedging Decision of Maize Farmers in Gauteng Province," 2013 Fourth International Conference, September 22-25, 2013, Hammamet, Tunisia 161465, African Association of Agricultural Economists (AAAE).
    3. Yusuph J. Kulindwa, 2016. "Key factors that influence households’ tree planting behaviour," Natural Resources Forum, Blackwell Publishing, vol. 40(1-2), pages 37-50, February.
    4. Aslihan Arslan & Kristin Floress & Christine Lamanna & Leslie Lipper & Solomon Asfaw & Todd Rosenstock, 2020. "IFAD RESEARCH SERIES 63 - The adoption of improved agricultural technologies - A meta-analysis for Africa," IFAD Research Series 304758, International Fund for Agricultural Development (IFAD).
    5. Zabala, Aiora & Barrios, Luis Enrique García & Pascual, Unai, 2022. "From participation to commitment in silvopastoral programmes: Insights from Chiapas, Mexico," Ecological Economics, Elsevier, vol. 200(C).
    6. Kebebe, E. G., 2017. "Household nutrition and income impacts of using dairy technologies in mixed crop–livestock production systems," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 61(4), October.
    7. John N. Ng’ombe & Thomson H. Kalinda & Gelson Tembo, 2017. "Does adoption of conservation farming practices result in increased crop revenue? Evidence from Zambia," Agrekon, Taylor & Francis Journals, vol. 56(2), pages 205-221, April.
    8. Soto, Iria & Achten, Wouter M.J. & Muys, Bart & Mathijs, Erik, 2015. "Who benefits from energy policy incentives? The case of jatropha adoption by smallholders in Mexico," Energy Policy, Elsevier, vol. 79(C), pages 37-47.
    9. Tsepeso Setoboli & Emmanuel Sibanda & Nothando Tshuma & Primrose Moyo, 2024. "An Analysis of Market Participation Determinants among Smallholder Goat Farmers in Gwanda District, Zimbabwe," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 8(11), pages 1003-1017, November.
    10. Kampmann, Willi & Kirui, Oliver Kiptoo, 2021. "Role of Farmers’ Organizations in Agricultural Transformation in Africa: Overview of Continental, Regional, and Selected National Level Organizations," Working Papers 309358, University of Bonn, Center for Development Research (ZEF).
    11. Sharimakin Akinwumi & Dada James Temitope, 2020. "Access to Finance, Indigenous Technology and Food Security in Nigeria: Case Study of Ondo Central Senatorial District," Economics and Culture, Sciendo, vol. 17(2), pages 75-87, December.
    12. Beatrice Dingha & Leah Sandler & Arnab Bhowmik & Clement Akotsen-Mensah & Louis Jackai & Kevin Gibson & Ronald Turco, 2019. "Industrial Hemp Knowledge and Interest among North Carolina Organic Farmers in the United States," Sustainability, MDPI, vol. 11(9), pages 1-17, May.
    13. John Ngombe & Thomson Kalinda & Gelson Tembo & Elias Kuntashula, 2014. "Econometric Analysis of the Factors that Affect Adoption of Conservation Farming Practices by Smallholder Farmers in Zambia," Journal of Sustainable Development, Canadian Center of Science and Education, vol. 7(4), pages 124-124, July.
    14. Kinuthia, Emmanuel K., 2010. "The Effects Of The International Smallgroup And Tree Planting Program On Household Income In Nyeri District, Kenya," Research Theses 117709, Collaborative Masters Program in Agricultural and Applied Economics.
    15. Ayuya, Oscar Ingasia, 2010. "Evaluation Of Willingness To Accept And Adopt Clean Development Mechanism Projects Among Smallscale Farmers In Njoro District, Kenya," Research Theses 117799, Collaborative Masters Program in Agricultural and Applied Economics.
    16. Birhanu, Mulugeta Yitayih & Girma, Anteneh & Puskur, Ranjitha, 2017. "Determinants of success and intensity of livestock feed technologies use in Ethiopia: Evidence from a positive deviance perspective," Technological Forecasting and Social Change, Elsevier, vol. 115(C), pages 15-25.

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