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Uptake of Climate-Smart Agricultural Technologies and Practices: Actual and Potential Adoption Rates in the Climate-Smart Village Site of Mali

Author

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  • Mathieu Ouédraogo

    (The CGIAR Program on Climate Change, Agriculture and Food Security (CCAFS), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), West & Central Africa Regional Office, BP 320 Bamako, Mali)

  • Prosper Houessionon

    (The CGIAR Program on Climate Change, Agriculture and Food Security (CCAFS), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), West & Central Africa Regional Office, BP 320 Bamako, Mali)

  • Robert B. Zougmoré

    (The CGIAR Program on Climate Change, Agriculture and Food Security (CCAFS), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), West & Central Africa Regional Office, BP 320 Bamako, Mali)

  • Samuel Tetteh Partey

    (The CGIAR Program on Climate Change, Agriculture and Food Security (CCAFS), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), West & Central Africa Regional Office, BP 320 Bamako, Mali)

Abstract

Understanding the level of adoption of Climate-Smart Agriculture (CSA) technologies and practices and its drivers is needed to spur large-scale uptake of CSA in West Africa. This paper used the Average Treatment Effect framework to derive consistent parametric estimators of the potential adoption rates of eight CSA technologies and practices in the Climate-Smart Village (CSV) site of Mali. A total of 300 household heads were randomly selected within the CSV site for data collection. Results showed significant differences in the observed and potential adoption rates of the CSA technologies and practices (drought tolerant crop varieties, micro-dosing, organic manure, intercropping, contour farming, farmer managed natural regeneration, agroforestry and climate information service). The most adopted technology was the organic manure (89%) while the least adopted was the intercropping (21%). The observed adoption rate varied from 39% to 77% according to the CSA options while the potential adoption rates of the technologies and practices ranged from 55% to 81%. This implies an adoption gap of 2% to 16% due to the incomplete diffusion (lack of awareness) of CSA technologies and practices which must be addressed by carrying out more actions to disseminate these technologies in the CSV. Results showed that education, number of workers in the household, access to subsidies, and training have a positive effect on the adoption of most of the CSA technologies and practices. The adoption of drought tolerant varieties and micro-dosing are positively correlated with access to subsidies and training. The study suggests that efforts should be focused concomitantly on the diffusion of CSA options as well as the lifting of their adoption barriers.

Suggested Citation

  • Mathieu Ouédraogo & Prosper Houessionon & Robert B. Zougmoré & Samuel Tetteh Partey, 2019. "Uptake of Climate-Smart Agricultural Technologies and Practices: Actual and Potential Adoption Rates in the Climate-Smart Village Site of Mali," Sustainability, MDPI, vol. 11(17), pages 1-19, August.
    • Handle: RePEc:gam:jsusta:v:11:y:2019:i:17:p:4710-:d:262069
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    References listed on IDEAS

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    1. Ouédraogo, Mathieu & Dakouo, Dona, 2017. "Evaluation de l'adoption des variétés de riz NERICA dans l'Ouest du Burkina Faso," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 12(01), March.
    2. James J. Heckman & Edward Vytlacil, 2005. "Structural Equations, Treatment Effects, and Econometric Policy Evaluation," Econometrica, Econometric Society, vol. 73(3), pages 669-738, May.
    3. Diagne, Aliou, 2010. "Technological change in smallholder agriculture: Bridging the adoption gap by understanding its source," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 5(01), pages 1-26, September.
    4. Awudu Abdulai & Wallace Huffman, 2014. "The Adoption and Impact of Soil and Water Conservation Technology: An Endogenous Switching Regression Application," Land Economics, University of Wisconsin Press, vol. 90(1), pages 26-43.
    5. Andrieu, N. & Sogoba, B. & Zougmore, R. & Howland, F. & Samake, O. & Bonilla-Findji, O. & Lizarazo, M. & Nowak, A. & Dembele, C. & Corner-Dolloff, C., 2017. "Prioritizing investments for climate-smart agriculture: Lessons learned from Mali," Agricultural Systems, Elsevier, vol. 154(C), pages 13-24.
    6. Amsalu, Aklilu & de Graaff, Jan, 2007. "Determinants of adoption and continued use of stone terraces for soil and water conservation in an Ethiopian highland watershed," Ecological Economics, Elsevier, vol. 61(2-3), pages 294-302, March.
    7. Dandedjrohoun, Lidia & Diagne, Aliou & Biaou, Gauthier & N'Cho, Simon & Midingoyi, Soul-Kifouly, 2012. "Determinants of diffusion and adoption of improved technology for rice parboiling in Benin," Review of Agricultural and Environmental Studies - Revue d'Etudes en Agriculture et Environnement (RAEStud), Institut National de la Recherche Agronomique (INRA), vol. 93(2).
    8. Faße, Anja & Grote, Ulrike, 2013. "The economic relevance of sustainable agroforestry practices — An empirical analysis from Tanzania," Ecological Economics, Elsevier, vol. 94(C), pages 86-96.
    9. Jalloh, Abdulai & Nelson, Gerald C. & Roy-Macauley, Harold & Thomas, Timothy S. & Zougmoré, Robert, 2013. "West african agriculture and climate change: A comprehensive analysis:," Issue briefs 75, International Food Policy Research Institute (IFPRI).
    10. Miguel A. Altieri & Clara I. Nicholls, 2017. "The adaptation and mitigation potential of traditional agriculture in a changing climate," Climatic Change, Springer, vol. 140(1), pages 33-45, January.
    11. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    12. Bronwyn H. Hall & Beethika Khan, 2003. "Adoption of New Technology," NBER Working Papers 9730, National Bureau of Economic Research, Inc.
    13. Nkomoki, William & Bavorová, Miroslava & Banout, Jan, 2018. "Adoption of sustainable agricultural practices and food security threats: Effects of land tenure in Zambia," Land Use Policy, Elsevier, vol. 78(C), pages 532-538.
    14. Dandedjrohoun, Lidia, 2012. "Determinants of diffusion and adoption of improved technology for rice parboiling in Benin," Revue d'Etudes en Agriculture et Environnement, Editions NecPlus, vol. 93(02), pages 171-191, June.
    15. Holden, Stein T. & Fisher, Monica & Katengeza, Samson P. & Thierfelder, Christian, 2018. "Can lead farmers reveal the adoption potential of conservation agriculture? The case of Malawi," Land Use Policy, Elsevier, vol. 76(C), pages 113-123.
    16. Sileshi, Gudeta W. & Akinnifesi, Festus K. & Ajayi, Oluyede C. & Muys, Bart, 2011. "Integration of legume trees in maize-based cropping systems improves rain use efficiency and yield stability under rain-fed agriculture," Agricultural Water Management, Elsevier, vol. 98(9), pages 1364-1372, July.
    17. Hall, Bronwyn H. & Khan, Beethika, 2003. "Adoption of New Technology," Department of Economics, Working Paper Series qt3wg4p528, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    18. Ward, Patrick S. & Bell, Andrew R. & Droppelmann, Klaus & Benton, Tim G., 2018. "Early adoption of conservation agriculture practices: Understanding partial compliance in programs with multiple adoption decisions," Land Use Policy, Elsevier, vol. 70(C), pages 27-37.
    19. Mwongera, Caroline & Shikuku, Kelvin M. & Twyman, Jennifer & Läderach, Peter & Ampaire, Edidah & Van Asten, Piet & Twomlow, Steve & Winowiecki, Leigh A., 2017. "Climate smart agriculture rapid appraisal (CSA-RA): A tool for prioritizing context-specific climate smart agriculture technologies," Agricultural Systems, Elsevier, vol. 151(C), pages 192-203.
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    5. Bello, Lateef Olalekan & Awotide, Bola Amoke & Sakurai, Takeshi, 2024. "Climate change adaptation and smallholder farmers welfare: Empirical evidence from the Sahelian Region of West Africa," Land Use Policy, Elsevier, vol. 142(C).
    6. Kandel, Matt & Anghileri, Daniela & Alare, Rahinatu S. & Lovett, Peter N. & Agaba, Genevieve & Addoah, Thomas & Schreckenberg, Kate, 2022. "Farmers’ perspectives and context are key for the success and sustainability of farmer-managed natural regeneration (FMNR) in northeastern Ghana," World Development, Elsevier, vol. 158(C).
    7. 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.
    8. Francis Sena Nuvey & Adolphina Addo-Lartey & Priscillia Awo Nortey & Kennedy Kwasi Addo & Bassirou Bonfoh, 2021. "Coping with Adversity: Resilience Dynamics of Livestock Farmers in Two Agroecological Zones of Ghana," IJERPH, MDPI, vol. 18(17), pages 1-15, August.
    9. Fadjry Djufry & Suci Wulandari & Renato Villano, 2022. "Climate Smart Agriculture Implementation on Coffee Smallholders in Indonesia and Strategy to Accelerate," Land, MDPI, vol. 11(7), pages 1-21, July.
    10. Mohamed Rafik Noor Mohamed Qureshi & Ali Saeed Almuflih & Janpriy Sharma & Mohit Tyagi & Shubhendu Singh & Naif Almakayeel, 2022. "Assessment of the Climate-Smart Agriculture Interventions towards the Avenues of Sustainable Production–Consumption," Sustainability, MDPI, vol. 14(14), pages 1-24, July.
    11. Robert B. Zougmoré & Peter Läderach & Bruce M. Campbell, 2021. "Transforming Food Systems in Africa under Climate Change Pressure: Role of Climate-Smart Agriculture," Sustainability, MDPI, vol. 13(8), pages 1-17, April.
    12. Mgomezulu, Wisdom Richard & Machira, Kennedy & Edriss, Abdi-Khalil & Pangapanga-Phiri, Innocent, 2023. "Modelling farmers’ adoption decisions of sustainable agricultural practices under varying agro-ecological conditions: A new perspective," Innovation and Green Development, Elsevier, vol. 2(1).

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