Drivers of climate-smart agricultural technology uptake among smallholder coffee farmers in Kalehe Territory, Democratic Republic of Congo

References

• Abebe, G., & Debebe, S. (2019). Factors affecting use of organic fertilizer among smallholder farmers in Sekela district of Amhara region, Northwestern Ethiopia. Cogent Food & Agriculture, 5(1), 1. https://doi.org/10.1080/23311932.2019.1669398
   Web of Science ®Google Scholar
• Aggarwal, S., Giera, B., Jeong, D., Robinson, J., & Spearot, A. (2018). Market access, trade costs, and technology adoption : Evidence from Northern Tanzania (w25253; p. w25253). National Bureau of Economic Research. https://doi.org/10.3386/w25253
   Google Scholar
• Ahmed, S., & Eklund, E. (2021). Climate change impacts in Coastal Bangladesh: Migration, gender and environmental injustice. Asian Affairs, 52(1), 155–14. https://doi.org/10.1080/03068374.2021.1880213
   Web of Science ®Google Scholar
• Amani, R. K., Riera, B., Imani, G., Batumike, R., Zafra-Calvo, N., & Cuni-Sanchez, A. (2022). Climate change perceptions and adaptations among smallholder farmers in the mountains of eastern Democratic Republic of Congo. Land, 11(5), 628. https://doi.org/10.3390/land11050628
   Web of Science ®Google Scholar
• Ango, T. G., Börjeson, L., Wisborg, P., Senbeta, F., & Alem, H. (2022). Coffee, child labour, and education: Examining a triple social–ecological trade-off in an Afromontane forest landscape. International Journal of Educational Development, 95, 102681. https://doi.org/10.1016/j.ijedudev.2022.102681
   Web of Science ®Google Scholar
• Atyi, R. E., Ingram, V., Lescuyer, G., Lang, C.-C., Tchoumba, B., Gourlet-Fleury, S., Guizol, P., Sonwa, D., Mbonayem, L., Berger, V., & Harmand, J.-M. (2020). Lutte contre la déforestation importée et engagements en faveur de la zéro déforestation.
   Google Scholar
• Axel, S. (2022). Les conditions climatiques optimales pour la culture du café. Mare Terra Coffee. https://mareterracoffee.com/fr/blog/conditions-climatiques-optimales-pour-la-culture-du-cafe/
   Google Scholar
• Azadi, Y., Yazdanpanah, M., Forouzani, M., & Mahmoudi, H. (2019). Farmers’ adaptation choices to climate change : A case study of wheat growers in Western Iran. Journal of Water and Climate Change, 10(1), 102–116. https://doi.org/10.2166/wcc.2018.242
   Web of Science ®Google Scholar
• Balasha, A. M., Munyahali, W., Kulumbu, J. T., Okwe, A. N., Fyama, J. N. M., Lenge, E. K., & Tambwe, A. N. (2023). Understanding farmers’ perception of climate change and adaptation practices in the marshlands of South Kivu, Democratic Republic of Congo. Climate Risk Management, 39, 100469. https://doi.org/10.1016/j.crm.2022.100469
   Web of Science ®Google Scholar
• Benimana, G. U., Ritho, C., & Irungu, P. (2021). Assessment of factors affecting the decision of smallholder farmers to use alternative maize storage technologies in Gatsibo District-Rwanda. Heliyon, 7(10), e08235. https://doi.org/10.1016/j.heliyon.2021.e08235
   PubMedGoogle Scholar
• Bernard, T., Lambert, S., Macours, K., & Vinez, M. (2019). Adoption of improved seeds, evidence from DRC. ⟨halshs-02422695v2⟩
   Google Scholar
• Bienda, M., Kanyenga, L. A., & Baluku, B. J. (2019). Adaptation endogène des agroécosystèmes et de la sécurité alimentaire aux perturbations et changement climatiques au Sud-Kivu (RD Congo). International Journal of Innovation and Applied Studies, 25(2), 605–622.
   Google Scholar
• Bro, A. S., Clay, D. C., Ortega, D. L., & Lopez, M. C. (2019). Determinants of adoption of sustainable production practices among smallholder coffee producers in Nicaragua. Environment, Development and Sustainability, 21(2), 895–915. https://doi.org/10.1007/s10668-017-0066-y
   Web of Science ®Google Scholar
• Brown, W. M., Ferguson, S. M., & Viju-Miljusevic, C. (2020). Farm size, technology adoption and agricultural trade reform : Evidence from Canada. Journal of Agricultural Economics, 71(3), 676–697. https://doi.org/10.1111/1477-9552.12372
   Web of Science ®Google Scholar
• Busby, J., Smith, T. G., Krishnan, N., Wight, C., & Vallejo-Gutierrez, S. (2018). In harm’s way : Climate security vulnerability in Asia. World Development, 112, 88–118. https://doi.org/10.1016/j.worlddev.2018.07.007
   Web of Science ®Google Scholar
• Cellule d’Analyse des Indicateurs du Developpement (CAID). (2018). Fiche d’identité de territoire de Kalehe Sud-Kivu. https://www.caid.cd/index.php/donnees-par-secteur-de-developpement/fiche-didentite-du-territoire/
   Google Scholar
• Cochran, W. G. (1977). Sampling techniques (3rd ed.). John Wiley & Sons.
   Google Scholar
• Crawford, E., & Jayne, T. (2008). Lumpy technologies and institutional change in African agriculture.
   Google Scholar
• Daadi, B. E., & Latacz-Lohmann, U. (2021). Organic fertilizer adoption, household food access, and gender-based farm labor use : Empirical insights from Northern Ghana. Journal of Agricultural and Applied Economics, 53(3), 435–458. https://doi.org/10.1017/aae.2021.8
   Web of Science ®Google Scholar
• Darr, D., Hoffmann, V., & Helmle, S. (2014). Extension services for rural development. In J. Pretzsch, D. Darr, H. Uibrig, & E. Auch (Eds.), Forests and rural development (Vol. 9, pp. 205–240). Springer. https://doi.org/10.1016/j.worlddev.2018.07.007
   Google Scholar
• Dinh, N. X., & Dung, N. M. (2021). Determinants on the adoption of modern agricultural technology at farm household level: A case study in Dong Anh District, Hanoi city, Vietnam. International Journal of Agricultural Extension, 9(2), 2311-6110, 2311-8547. https://doi.org/10.33687/ijae.009.02.3626
   Google Scholar
• Diro, S., Tesfaye, A., & Erko, B. (2022). Determinants of adoption of climate-smart agricultural technologies and practices in the coffee-based farming system of Ethiopia. Agriculture & Food Security, 11(1), 42. https://doi.org/10.1186/s40066-022-00385-2
   Google Scholar
• Egan, P. A., Chikoye, D., Green, K. K., Tamò, M., Feit, B., Kumar, P. L., Bandyopadhyay, R., Tepa-Yotto, G., Ortega-Beltran, A., Sæthre, M.-G., Coyne, D. L., Legg, J. P., & Jonsson, M. (2021). Harnessing nature-based solutions for smallholder plant health in a changing climate. https://cgspace.cgiar.org/handle/10568/114244
   Google Scholar
• Eshetu, G., Johansson, T., Garedew, W., & Yisahak, T. (2021). Determinants of smallholder farmers’ adaptation options to climate change in a coffee-based farming system of Southwest Ethiopia. Climate and Development, 13(4), 318–325. https://doi.org/10.1080/17565529.2020.1772706
   Web of Science ®Google Scholar
• FAO. (2017). La situation de l’agriculture et de la sécurité alimentaire en République démocratique du Congo"
   Google Scholar
• Fonds monétaire international. (2023, juin). World Economic Outlook Database.
   Google Scholar
• Graine de café (GCD). (2018). Tout savoir sur le café en RDC. Le café de la RDC. https://graine-de-cafe.com/tout-savoir-sur-le-cafe-de-rdc/
   Google Scholar
• Greene, W. H. (2003). Econometric analysis. Prentice Hall International.
   Google Scholar
• Greene, W. H. (2003). Econometrics analysis (5th ed.). Pearson Education Inc.
   Google Scholar
• Greene, W. H. (2012). NLOGIT version 5 user guide. Econometric Software.
   Google Scholar
• Greene, W. H., & Hensher, D. A. (2010). Modeling ordered choices: A primer. Cambridge University Press.
   Google Scholar
• Hailu, H. G., & Mezegebo, G. K. (2021). Estimating the impact of inorganic fertilizer adoption on sesame productivity : Evidence from Humera, Tigray, Ethiopia. Cogent Food & Agriculture, 7(1), 1933798. https://doi.org/10.1080/23311932.2021.1933798
   Web of Science ®Google Scholar
• Hoang, V. H., & Long, T. V. (2016). Social learning and technology adoption in agriculture: Insights from China and Vietnam.
   Google Scholar
• Intergovernmental Panel on Climate Change (IPCC). (2022). Climate change 2022: Impacts, adaptation, and vulnerability. In H.-O. Pörtner, M. C. Roberts, M. Tignor, E. S. Poloczanska, K. Mintenbeck, A. Alegría, M. Craig, S. Langsdorf, S. Löschke, V. Möller, A. Okem, B. Ramakrishna, W. S. Schmidt, P. Skrabat, and M. Sommer (Eds.), Working Group II Contribution to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press.
   Google Scholar
• Intergovernmental Panel on Climate Change. (2023). Assessments of the scientific basis of climate change, its impacts and future risks, and options for adaptation and mitigation. https://www.ipcc.ch/assessment-report/ar6/
   Google Scholar
• International Development Research Centre (IDRC). (2015). Financing technology adoption for the poor.
   Google Scholar
• International Monetary Fund. (2022). Climate change and chronic food insecurity in Sub-Saharan Africa. Departmental Papers – Volume 2022, Issue 016. https://www.imf.org/en/Publications/Departmental-Papers-Policy-Papers/Issues/2022/09/13/Climate-Change-and-Chronic-Food-Insecurity-in-Sub-Saharan-Africa-522211
   Google Scholar
• Kambanje, A., Ngarava, S., Mushunje, A., & Taruvinga, A. (2018). Labour dynamics in climate and techno reliant small scale maize production. Journal of Economics and Behavioral Studies, 10(4), 262–276. https://doi.org/10.22610/jebs.v10i4(J).2426
   Google Scholar
• Kandegama, W. M. W. W., Rathnayake, R. M. P. J., Baig, M. B., & Behnassi, M. (2022). Impacts of climate change on horticultural crop production in Sri Lanka and the potential of climate-smart agriculture in enhancing food security and resilience. In M. Behnassi, M. B. Baig, M. T. Sraïri, A. A. Alsheikh, & A. W. A. Abu Risheh (Eds.), Food security and climate-smart food systems(pp.67–97). Springer. https://doi.org/10.1007/978-3-030-92738-7_5
   Google Scholar
• Karume, K., Mondo, J. M., Chuma, G. B., Ibanda, A., Bagula, E. M., Aleke, A. L., Ndjadi, S., Ndusha, B., Ciza, P. A., Cizungu, N. C., Muhindo, D., Egeru, A., Nakayiwa, F. M., Majaliwa, J.-G M., Mushagalusa, G. N., & Ayagirwe, R. B. B. (2022). Current practices and prospects of climate-smart agriculture in Democratic Republic of Congo : A review. Land, 11(10), 1850. https://doi.org/10.3390/land11101850
   Web of Science ®Google Scholar
• Lawson, E. T., Alare, R. S., Salifu, A. R. Z., & Thompson-Hall, M. (2020). Dealing with climate change in semi-arid Ghana : Understanding intersectional perceptions and adaptation strategies of women farmers. GeoJournal, 85(2), 439–452. https://doi.org/10.1007/s10708-019-09974-4
   Web of Science ®Google Scholar
• Manfroy, S. (2021). Analyse de la chaîne de valeur café en République démocratique du Congo selon la méthode VCA4D.  Cas de la Réserve de Biosphère de Luki.
   Google Scholar
• Mbuli, C. S., Fonjong, L. N., & Fletcher, A. J. (2021). Climate change and small farmers’ vulnerability to food insecurity in cameroon. Sustainability, 13(3), 1523. https://doi.org/10.3390/su13031523
   Web of Science ®Google Scholar
• McFadden, D. (1981). Economic models of probabilistic choice. MIT Press.
   Google Scholar
• Ministère du Plan et Suivi de la Mise en œuvre de la Révolution de la Modernité (MPSMRM), Ministère de la Santé Publique (MSP) and ICF International. (2014). Democratic Republic of Congo Demographic and Health Survey 2013-14: Key findings. MPSMRM, MSP et ICF International. https://dhsprogram.com/pubs/pdf/sr218/sr218.e.pdf
   Google Scholar
• Molotoks, A., Smith, P., & Dawson, T. P. (2021). Impacts of land use, population, and climate change on global food security. Food and Energy Security, 10(1), 2048–3694. https://doi.org/10.1002/fes3.261
   Web of Science ®Google Scholar
• Mugisho, P. (2010). Evaluation de l’adoption de nouvelles variétés des principales cultures vivrières dans le territoire de Kalehe.
   Google Scholar
• Mushengezi, J., Cinyabutuga, E., & Ntamutudu, A. (2022). Impact environnemental de déchets (pulpes) de café produits dans les stations de lavage de RAEK et SCAK à kabare nord, province du sud-kivu à l’est de la RDC. http://ijrsm.com/index.php/journal-ijrsm/article/view/13
   Google Scholar
• Mutenje, M. J., Farnworth, C. R., Stirling, C., Thierfelder, C., Mupangwa, W., & Nyagumbo, I. (2019). A cost-benefit analysis of climate-smart agriculture options in Southern Africa : Balancing gender and technology. Ecological Economics, 163, 126–137. https://doi.org/10.1016/j.ecolecon.2019.05.013
   Web of Science ®Google Scholar
• Mutyasira, V., Hoag, D., & Pendell, D. (2018). The adoption of sustainable agricultural practices by smallholder farmers in Ethiopian highlands : An integrative approach. Cogent Food & Agriculture, 4(1), 1552439. https://doi.org/10.1080/23311932.2018.1552439
   Web of Science ®Google Scholar
• Mwaura, G. G., Kiboi, M. N., Bett, E. K., Mugwe, J. N., Muriuki, A., Nicolay, G., & Ngetich, F. K. (2021). Adoption intensity of selected organic-based soil fertility management technologies in the Central Highlands of Kenya. Frontiers in Sustainable Food Systems, 4, 570190. https://doi.org/10.3389/fsufs.2020.570190
   Google Scholar
• Negera, M., Alemu, T., Hagos, F., & Haileslassie, A. (2022). Determinants of adoption of climate smart agricultural practices among farmers in Bale-Eco region, Ethiopia. Heliyon, 8(7), e09824. https://doi.org/10.1016/j.heliyon.2022.e09824
   PubMed Web of Science ®Google Scholar
• Neufeldt, H., Kissinger, G., & Alcamo, J. (2015). No-till agriculture and climate change mitigation. Nature Climate Change, 5(6), 488–489. https://doi.org/10.1038/nclimate2653
   Google Scholar
• Ntshangase, N., Muroyiwa, B., & Sibanda, M. (2018). Farmers’ perceptions and factors influencing the adoption of no-till conservation agriculture by small-scale farmers in Zashuke, KwaZulu-Natal Province. Sustainability, 10(2), 555. https://doi.org/10.3390/su10020555
   Web of Science ®Google Scholar
• Ntwiga, D. B. (2020). Credit usage among the un(der) banked : Consumer socio-economic characteristics and influence of financial technology. International Journal of Financial Services Management, 10(1), 38. https://doi.org/10.1504/IJFSM.2020.108901
   Google Scholar
• Nyiwul, L. (2021). Climate change adaptation and inequality in Africa : Case of water, energy and food insecurity. Journal of Cleaner Production, 278, 123393. https://doi.org/10.1016/j.jclepro.2020.123393
   Web of Science ®Google Scholar
• Office National de produits agricoles au Congo. (2022). Cartographie site de production du café dans le sud en.
   Google Scholar
• Ofori, S. A., Cobbina, S. J., & Obiri, S. (2021). Climate change, land, water, and food security : Perspectives from Sub-Saharan Africa. Frontiers in Sustainable Food Systems, 5, 680924. https://doi.org/10.3389/fsufs.2021.680924
   Google Scholar
• Omotoso, A. B., Letsoalo, S., Olagunju, K. O., Tshwene, C. S., & Omotayo, A. O. (2023). Climate change and variability in sub-Saharan Africa : A systematic review of trends and impacts on agriculture. Journal of Cleaner Production, 414, 137487. https://doi.org/10.1016/j.jclepro.2023.137487
   Web of Science ®Google Scholar
• Organisation Internationale du Café (OIC). (2022). Rapport sur la production mondiale de café. https://icocoffee.org/fr/
   Google Scholar
• Oyawole, F. P., Shittu, A., Kehinde, M., Ogunnaike, G., & Akinjobi, L. T. (2021). Women empowerment and adoption of climate-smart agricultural practices in Nigeria. African Journal of Economic and Management Studies, 12(1), 105–119. https://doi.org/10.1108/AJEMS-04-2020-0137
   Web of Science ®Google Scholar
• Paul, M. H. (2019). Climate variability and household food security in Masisi, North Kivu Province, DR Congo.
   Google Scholar
• Pombengo, J. (2018). RDC: le gouvernement organise un forum pour relancer la production du café et du cacao. https://www.radiookapi.net/2018/06/03/actualite/societe/rdc-le-gouvernement-organise-un-forum-pour-relancer-la-production-du
   Google Scholar
• Programme de développement des Nations Unies (PNUD). (2017). Pauvreté et condition de vie des ménages, Province du Sud-Kivu.
   Google Scholar
• Rwigema, P. C. (2021). The strategic journal of business & change management. ISSN 2312-9492 (Online) 2414-8970 (Print). www.strategicjournals.com
   Google Scholar
• Shahbaz, P., Ul Haq, S., Abbas, A., Batool, Z., Alotaibi, B. A., & Nayak, R. K. (2022). Adoption of climate smart agricultural practices through women involvement in decision making process : Exploring the role of empowerment and innovativeness. Agriculture, 12(8), 1161. https://doi.org/10.3390/agriculture12081161
   Google Scholar
• Tegera, C. (2018). La caféiculture et son incidence sur la transformation des conflits, p. 72.
   Google Scholar
• Teklu, A., Simane, B., & Bezabih, M. (2023). Multiple adoption of climate-smart agriculture innovation for agricultural sustainability : Empirical evidence from the Upper Blue Nile Highlands of Ethiopia. Climate Risk Management, 39, 100477. https://doi.org/10.1016/j.crm.2023.100477
   Web of Science ®Google Scholar
• USAID. (2018). This report focuses on the coffee value chain in South Kivu, including Kalehe Territory. Special emphasis is placed on improving specialty coffee production and productivity.
   Google Scholar
• USAID. (2019). Climate risk profile Democratic Republic of Congo. https://www.climatelinks.org/sites/default/files/asset/document/20180716_USAID-ATLAS_Climate-Risk-Profile_DRC.pdf
   Google Scholar
• World Bank. (2023). Gender data portal. https://genderdata.worldbank.org/indicators/se-sch-life/
   Google Scholar
• Yuan, Y.-H., Tsai, S.-B., Dai, C.-Y., Chen, H.-M., Chen, W.-F., Wu, C.-H., Li, G., & Wang, J. (2017). An empirical research on relationships between subjective judgement, technology acceptance tendency and knowledge transfer. PloS One, 12(9), e0183994. https://doi.org/10.1371/journal.pone.0183994
   PubMed Web of Science ®Google Scholar
• Zakaria, A., Alhassan, S. I., Kuwornu, J. K. M., Azumah, S. B., & Derkyi, M. A. A. (2020). Factors influencing the adoption of climate-smart agricultural technologies among rice farmers in Northern Ghana. Earth Systems and Environment, 4(1), 257–271. https://doi.org/10.1007/s41748-020-00146-w
   Google Scholar
• Zerssa, G., Feyssa, D., Kim, D.-G., & Eichler-Löbermann, B. (2021). Challenges of smallholder farming in Ethiopia and opportunities by adopting climate-smart agriculture. Agriculture, 11(3), 192. https://doi.org/10.3390/agriculture11030192
   Google Scholar
• Zhang, S., Sun, Z., Ma, W., & Valentinov, V. (2020). The effect of cooperative membership on agricultural technology adoption in Sichuan, China. China Economic Review, 62, 101334. https://doi.org/10.1016/j.chieco.2019.101334
   Web of Science ®Google Scholar