Determinants of Climate-Smart Agricultural Practices Adoption Among Smallholder Farmers in Bugesera District, Rwanda

Abdurahman, A.M., Feyissa, S., Turyasingura, B., Aschalew, A., & Chavula, P. (2024). Effect of Soil and Water Conservation Practices and Slope Gradient on Organic Carbon Stocks Micronutrients: A Case Study on Kulkullessa Sub-Watershed, Eastern Ethiopia. Nova Geodesia, 4(1), 167. https://doi.org/10.55779/ng41167 Search in Google Scholar

Aryal, J.P., Jat, M.L., Sapkota, T.B., Khatri-Chhetri, A., Kassie, M., Rahut, D.B., & Maharjan, S. (2018). Adoption of Multiple Climate-Smart Agricultural Practices in the Gangetic Plains of Bihar, India. International Journal of Climate Change Strategies and Management, 10(3), 407–427. https://doi.org/10.1108/IJCCSM-02-2017-0025 Search in Google Scholar

Autio, A., Johansson, T., Motaroki, L., Minoia, P., & Pellikka, P. (2021). Constraints for Adopting Climate-Smart Agricultural Practices Among Smallholder Farmers in Southeast Kenya. Agricultural Systems, 194, 103284. https://doi.org/10.1016/j.agsy.2021.103284 Search in Google Scholar

Azadi, H., Moghaddam, S.M., Burkart, S., Mahmoudi, H., Van Passel, S., Kurban, A., & Lopez-Carr, D. (2021). Rethin-king Resilient Agriculture: From Climate-Smart Agriculture to Vulnerable-Smart Agriculture. Journal of Cleaner Production, 319, 128602. https://doi.org/10.1016/j.jclepro.2021.128602 Search in Google Scholar

Bai, X., Huang, Y., Ren, W., Coyne, M., Jacinthe, P.-A., Tao, B., Hui, D., Yang, J., & Matocha, C. (2019). Responses of Soil Carbon Sequestration to Climate-Smart Agriculture Practices: A Meta-Analysis. Global Change Biology, 25(8), 2591–2606. https://doi.org/10.1111/gcb.14658 Search in Google Scholar

Bloomfield, J., & Fisher, M.J. (2019). Quantitative Research Design. Journal of the Australasian Rehabilitation Nurses Association, 22(2), 27–30. https://doi.org/10.33235/jarna.22.2.27-30 Search in Google Scholar

Byishimo, P. (2017). Assessment of Climate Change Impacts on Crop Yields and Farmers’ Adaptation Measures: A Case of Rwanda. University of Zimbabwe. http://ageconsearch.umn.edu Search in Google Scholar

Chandra, A., McNamara, K.E., & Dargusch, P. (2018). Climate-Smart Agriculture: Perspectives and Framings. Climate Policy, 18(4), 526–541. https://doi.org/10.1080/14693062.2017.1316968 Search in Google Scholar

Chavula, P., Feyissa, S, Sileshi, M., & Shepande, C. (2024). Factors Influencing Climate-Smart Agriculture Practices Adoption and Crop Productivity among Smallholder Farmers in Nyimba District, Zambia. F1000Research, 13, 815. https://doi.org/10.12688/f1000research.144332.1 Search in Google Scholar

Degenhardt, F., Seifert, S., & Szymczak, S. (2019). Evaluation of Variable Selection Methods for Random Forests and Omics Data sets. Briefings in Bioinformatics, 20(2), 492–503. https://doi.org/10.1093/bib/bbx124 Search in Google Scholar

Fatuase, A.I., Aborisade, A.S., & Omisope, E.T. (2015). Determinants of Adaptation Measures to Climate Change by Arable Crop Farmers in Owo Local Government Area of Ondo State, Nigeria. World Rural Observations, 7(1), 49–57. https://www.sciencepub.net/rural/rural070115/007_27977rural070115_49_57.pdf Search in Google Scholar

Food and Agriculture Organization of the United Nations (FAO). (2013). Climate-Smart Agriculture: Sourcebook. http://www.fao.org/3/a-i3325e.pdf Search in Google Scholar

Food and Agriculture Organization of the United Nations (FAO). (2014a). FAO Success Stories on Climate-Smart Agriculture. http://www.fao.org/3/a-i3817e.pdf Search in Google Scholar

Food and Agriculture Organization of the United Nations (FAO). (2014b, April 3). The Post-2015 Development Agenda and the Millennium Development Goals. https://www.fao.org/global-soil-partnership/resources/news/presentations--gsb23/en/c/215574/ Search in Google Scholar

García de Jalón S., Silvestri, S., & Barnes, A.P. (2017). The Potential for Adoption of Climate-Smart Agricultural Practices in Sub-Saharan Livestock Systems. Regional Environmental Change, 17, 399–410. https://doi.org/10.1007/s10113-016-1026-z Search in Google Scholar

Gbegeh, B.D., & Akubuilo, C.J.C. (2013). Socioeconomic Determinants of Adoption of Yam Minister by Farmers in Rivers State, Nigeria. Wudpecker Journal of Agricultural Research, 2(1), 33–38. Search in Google Scholar

Guteta, D., & Abegaz, A. (2016). Factors Influencing Scaling Up of Agroforestry-Based Spatial Land-Use Integration for Soil Fertility Management in Arsamma Watershed, Southwestern Ethiopian Highlands. Journal of Environmental Planning Management, 59(10), 1795–1812. https://doi.org/10.1080/09640568.2015.1090960 Search in Google Scholar

Hassan, R., & Nhemachena, C. (2008). Determinants of African Farmers’ Strategies for Adapting to Climate Change: Multinomial Choice Analysis. Africa Journal of Agriculture and Resource Economics, 2(1), 83–104. https://doi.org/10.22004/ag.econ.56969 Search in Google Scholar

Heinze, G., Wallisch, C., & Dunkler, D. (2018). Variable Selection – A Review and Recommendations for the Practicing Statistician. Biometrical Journal, 60(3), 431–449. https://doi.org/10.1002/bimj.201700067 Search in Google Scholar

Henry, K., Ngugi, M., Quinney, M., & Jarvis, A. (2018). CCAFS Rwanda Deep Dive Assessment of Climate-Smart Agriculture (CSA) in the USAID Feed the Future Portfolio in Rwanda. CGIAR Research Program on Climate Change, Agriculture and Food Security (CCAFS). https://hdl.handle.net/10568/81015 Search in Google Scholar

Intergovernmental Panel on Climate Change (IPCC). (2014). Climate Change 2014: Impacts, Adaptation, and Vulnerability. Part A: Global and Sectoral Aspects. Contribution of Working Group II to the Fifth Assessment Report of the International Panel of Climate Change [(C.B. Field, V.R. Barros, D.J. Dokken, K.J. Mach, M.D. Mastrandrea, T.E. Bilir, M. Chatterjee, K.L. Ebi, Y.O. Estrada, R.C. Genova, B. Girma, E.S. Kissel, A.N. Levy, S. MacCracken, P.R. Mastrandrea, & L.L. White (Eds.)]. Cambridge University Press. https://www.ipcc.ch/report/ar5/wg2/ Search in Google Scholar

Intergovernmental Panel on Climate Change (IPCC). (2018). Annex I: Glossary [J.B.R. Matthews (Ed.)]. In: Global Warming of 1.5°C. An IPCC Special Report on the Impacts of Global Warming of 1.5°C Above Pre-industrial Levels and Related Global Greenhouse Gas Emission Pathways, in the Context of Strengthening the Global Response to the Threat of Climate Change, Sustainable Development, and Efforts to Eradicate Poverty [V. Masson-Delmotte, P. Zhai, H.-O. Pörtner, D. Roberts, J. Skea, P.R. Shukla, A. Pirani, W. Moufouma-Okia, C. Péan, R. Pidcock, S. Connors, J.B.R. Matthews, Y. Chen, X. Zhou, M.I. Gomis, E. Lonnoy, T. Maycock, M. Tignor, & T. Waterfield (Eds.)] (pp. 541–562). https://doi.org/10.1017/9781009157940.008 Search in Google Scholar

Juana, S., Kahaka, Z., & Okurut, N. (2013). Farmers’ Perceptions and Adaptations to Climate Change in Sub-Sahara Africa: A Synthesis of Empirical Studies and Implications for Public Policy in African Agriculture. Journal of Agricultural Science, 5(4), 121–135. https://doi.org/10.5539/jas.v5n4p121 Search in Google Scholar

Kabirigi, M., Musana, B., Ngetich, F.K., Mugwe, J., Mukuralinda, A., & Nabahungu, N.L. (2015). Applicability of Conservation Agriculture for Climate Change Adaptation in Rwanda’s Situation. Journal of Soil Science and Environmental Management, 6(9), 241–248. https://doi.org/10.13140/RG.2.1.2563.2487 Search in Google Scholar

Kuhn, N.J., Hu, Y., Bloemertz, L., He, J., Li, H., & Greenwood, P. (2016). Conservation Tillage and Sustainable Intensification of Agriculture: Regional vs. Global Benefit Aanalysis. Agriculture, Ecosystems & Environment, 216, 155–165. https://doi.org/10.1016/j.agee.2015.10.001 Search in Google Scholar

Lakens, D. (2022). Sample Size Justification. Collabra: Psychology, 8(1), 33267. https://doi.org/10.1525/collabra.33267 Search in Google Scholar

Landy, J.F., Jia, M.L., Ding, I.L., Viganola, D., Tierney, W., Dreber, A., Johannesson, M., Pfeiffer, T., Ebersole, C.R., Gronau, Q.F., Ly, A., van den Bergh, D., Marsman, M., Derks, K., Wagenmakers, E.-J., Proctor, A., Bartels, D.M., Bauman, C.W., Brady, W.J., ... Uhlmann, E.L. (2020). Crowdsourcing Hypothesis Tests: Making Transparent How Design Choices Shape Research Results. Psychological Bulletin, 146(5), 451–479. https://doi.org/10.1037/bul0000220 Search in Google Scholar

Leatherdale, S.T. (2019). Natural Experiment Methodology for Research: A Review of How Different Methods Can Support Real-World Research. International Journal of Social Research Methodology, 22(1), 19–35. https://doi.org/10.1080/13645579.2018.1488449 Search in Google Scholar

Maguza-Tembo, F., Edriss, A.-K., & Mangisoni, J. (2017). Determinants of Climate Smart Agriculture Technology Adoption in the Drought Prone Districts of Malawi using a Multivariate Probit Analysis. Asian Journal of Agricultural Extension, Economics & Sociology, 16(3), 1–12. https://doi.org/10.9734/AJAEES/2017/32489 Search in Google Scholar

Mango, N., Makate, C., Tamene, L., Mponela, P., & Ndengu, G. (2018). Adoption of Small-Scale Irrigation Farming as a Climate-Smart Agriculture Practice and Its Influence on Household Income in the Chinyanja Triangle, Southern Africa. Land, 7(2), 49. https://doi.org/10.3390/land7020049 Search in Google Scholar

Mizik, T. (2021). Climate-Smart Agriculture on Small-Scale Farms: A Systematic Literature Review. Agronomy, 11(6), 1096. https://doi.org/10.3390/agronomy11061096 Search in Google Scholar

Mutunga, E.J., Ndungu, C. K., & Muendo, P. (2018). Factors Influencing Smallholder Farmers’ Adaptation to Climate Variability in Kitui County, Kenya. International Journal of Environmental Sciences & Natural Resources, 8(5), 155–161. https://doi.org/10.19080/IJESNR.2018.08.555746 Search in Google Scholar

Mume, A.A., Feyissa, S., Chavula, P., & Aschalew, A. (2024). Impacts of Climate-Smart Soil and Water Conservation Practices and Slope Gradient on Selected Soil Chemical Properties in Eastern Ethiopia: A Case Study of the Kulkullessa Sub-Watershed, Goro Gutu District. Nova Geodesia, 4(3), 186. https://doi.org/10.55779/ng43186 Search in Google Scholar

Mwungu, C.M., Mwongera, C., Shikuku, K.M., Acosta, M., & Läderach, P.R. (2018). Determinants of Adoption of Climate-Smart Agriculture Technologies at Farm Plot Level: An Assessment from Southern Tanzania. In: W.L. Filho (Ed.), Handbook of Climate Change Resilience (pp. 1–15). Springer. Search in Google Scholar

Negash, M. (2013). Corporate Governance and Ownership Structure: The Case of Ethiopia. Ethiopian Electronic Journal for Research and Innovation Foresight, 5(1). http://dx.doi.org/10.2139/ssrn.2121504 Search in Google Scholar

Ntezimana, M.G. (2021). Assessment of Smallholder Farmers’ Adoption of Climate Smart Agricultural Practices: the Case of Bugesera District, Rwanda [MSc dissertation]. Haramaya University. Search in Google Scholar

Nzeyimana, L., Danielsson, Å., Brodén-Gyberg, V., & Andersson, L. (2024). Constructing Ubudehe? Farmers’ Perceptions of Drought Impacts and Resilience Capacities in Bugesera, Rwanda. International Journal of Climate Change Strategies and Management, 17(1), 89–108. https://www.emerald.com/insight/1756-8692.htm Search in Google Scholar

Ochieng, J., Kirimi, L., & Makau, J. (2017, November). Adapting to Climate Variability and Change in Rural Kenya: Farmer Perceptions, Strategies and Climate Trends. Natural Resources Forum, 41(4),195–208. https://doi.org/10.1111/1477-8947.12111 Search in Google Scholar

Sileshi, M., Kadigi, R., Mutabazi, K., & Sieber, S. (2019). Determinants for Adoption of Physical Soil and Water Conservation Measures by Smallholder Farmers in Ethiopia. International Soil and Water Conservation Research, 7(4), 354–361. https://doi.org/10.1016/j.iswcr.2019.08.002 Search in Google Scholar

Stefanovic, J.O., Yang, H., Zhou, Y., Kamali, B., & Ogalleh, S.A. (2019). Adaption to Climate Change: A Case Study of Two Agricultural Systems from Kenya. Climate and Development, 11(4), 319–337. https://doi.org/10.1080/17565529.2017.1411241 Search in Google Scholar

Taruvinga, A., Visser, M., & Zhou, L. (2016). Barriers and Opportunities to Climate Change Adaptation in Rural Africa: Evidence from the Eastern Cape Province of South Africa. International Journal of Development and Sustainability, 5(11), 518–535. https://isdsnet.com/ijds-v5n11-1.pdf Search in Google Scholar

Taylor, M. (2018). Climate-Smart Agriculture: What is it Good for? The Journal of Peasant Studies, 45(1), 89–107. https://doi.org/10.1080/03066150.2017.1312355 Search in Google Scholar

Teklewold, H., Gebrehiwot, T., & Bezabih, M. (2019). Climate Smart Agricultural Practices and Gender Differentiated Nutrition Outcome: An Empirical Evidence from Ethiopia. World Development, 122, 38–53. https://doi.org/10.1016/j.worlddev.2019.05.010 Search in Google Scholar

Taruvinga, A., Visser, M., & Zhou, L. (2016). Barriers and Opportunities to Climate Change Adaptation in Rural Africa: Evidence from the Eastern Cape Province of South Africa. International Journal of Development and Sustainability, 5(11), 518–535. https://isdsnet.com/ijds-v5n11-1.pdf Search in Google Scholar

Wamalwa, I.W., Mburu, B.K., & Mang’uriu, D.G. (2016). Agro Climate and Weather Information Dissemination and Its Influence on Adoption of Climate Smart Practices Among Small Scale Farmers of Kisii Country, Kenya. Journal of Biology, Agriculture and Healthcare, 6(10), 14–23. https://www.iiste.org/Journals/index.php/JBAH/article/view/30580/31419 Search in Google Scholar

World Bank & CIAT. (2015). Climate-Smart Agriculture in Sri Lanka. CSA Country Profiles for Africa, Asia, and Latin America and the Caribbean Series. The World Bank Group. https://doi.org/10.13140/RG.2.2.24151.37283 Search in Google Scholar

Yamane, T. (1967). Elementary Sampling Theory. Prentice-Hall, Inc. Search in Google Scholar