Mapping climate change adaptation scholarship in smallholder farming systems across Sub-Saharan Africa: A bibliometric analysis
DOI:
https://doi.org/10.51867/AQSSR.3.1.32Keywords:
Bibliometric Analysis, Climate Change Adaptation, Research Capacity, Smallholder Farmers, Sub-Saharan AfricaAbstract
This study presents a bibliometric analysis of climate change adaptation research in smallholder farming systems across Sub-Saharan Africa (SSA) between 2015 and early 2025. Anchored in the knowledge production systems perspective, which conceptualizes scientific research as shaped by institutional structures, funding architectures, and collaboration networks, the study examines how adaptation scholarship in SSA has evolved within the broader research ecosystem. Drawing on peer-reviewed journal articles indexed in the Scopus database, the analysis examines temporal publication trends, thematic priorities, disciplinary distribution, geographic representation, institutional collaboration networks, and funding structures. A total of 31 Scopus-indexed peer-reviewed articles met the inclusion criteria and were analyzed using Bibliometrix and VOSviewer. The findings indicate a gradual increase in scholarly output, particularly after 2019, reflecting growing international attention to climate-resilient agriculture. However, the indexed literature remains modest in volume and exhibits pronounced structural imbalances. Research is concentrated in agricultural and environmental sciences, with comparatively limited social science integration. Geographic representation is concentrated in a small number of countries, particularly Kenya, South Africa, Ethiopia, Zimbabwe, and Ghana, while parts of Central and West Africa remain underrepresented. Institutional collaboration networks are similarly concentrated, and funding support is predominantly sourced from international donors. Keyword evolution reveals continued emphasis on climate-smart agriculture and food security, alongside emerging attention to participatory approaches and digital agriculture. Overall, the analysis suggests that adaptation scholarship in SSA’s smallholder systems is shaped not only by thematic priorities but also by structural factors related to research visibility, funding architecture, and institutional capacity. The study highlights the need for broader disciplinary integration, improved geographic equity, diversified institutional participation, and strengthened domestic research investment to enhance inclusive and context-responsive climate adaptation research in the region.
References
Akinyi, D. P., Karanja Ng'ang'a, S., & Girvetz, E. H. (2021). Trade-offs and synergies of climate change adaptation strategies among smallholder farmers in sub-Saharan Africa: A systematic review. Regional Sustainability, 2(2), 130-143. https://doi.org/10.1016/j.regsus.2021.05.002 DOI: https://doi.org/10.1016/j.regsus.2021.05.002
Amano, T., González-Varo, J. P., & Sutherland, W. J. (2016). Languages are still a major barrier to global science. PLOS Biology, 14(12), e2000933. https://doi.org/10.1371/journal.pbio.2000933 DOI: https://doi.org/10.1371/journal.pbio.2000933
Amede, T., Konde, A. A., Muhinda, J. J., & Bigirwa, G. (2023). Sustainable farming in practice: Building resilient and profitable smallholder agricultural systems in Sub-Saharan Africa. Sustainability, 15(7), 5731. https://doi.org/10.3390/su15075731 DOI: https://doi.org/10.3390/su15075731
Arnott, J. C. (2020). Editorial overview: The science of actionable knowledge. Current Opinion in Environmental Sustainability, 42, A1-A5. https://doi.org/10.1016/j.cosust.2020.03.007 DOI: https://doi.org/10.1016/j.cosust.2020.03.007
Arvanitis, R., Mouton, J., & Néron, A. (2022). Funding research in Africa: Landscapes of re-institutionalisation. Science, Technology and Society, 27(3), 351-367. https://doi.org/10.1177/09717218221078235 DOI: https://doi.org/10.1177/09717218221078235
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 DOI: https://doi.org/10.1016/j.agsy.2021.103284
Barrett, C. B., Benton, T. G., Cooper, K. A., Fanzo, J., Gandhi, R., Herrero, M., James, S., Kahn, M., Mason-D'Croz, D., Mathys, A., Nelson, R. J., Shen, J., Thornton, P., Bageant, E., Fan, S., Mude, A. G., Sibanda, L. M., & Wood, S. (2020). Bundling innovations to transform agri-food systems. Nature Sustainability, 3(12), 974-976. https://doi.org/10.1038/s41893-020-00661-8 DOI: https://doi.org/10.1038/s41893-020-00661-8
Bashiru, M., Ouedraogo, M., Ouedraogo, A., & Läderach, P. (2024). Smart farming technologies for sustainable agriculture: A review of promotion and adoption strategies by smallholders in Sub-Saharan Africa. Sustainability, 16(11), 4817. https://doi.org/10.3390/su16114817 DOI: https://doi.org/10.3390/su16114817
Berrang-Ford, L., Siders, A. R., Lesnikowski, A., Fischer, A. P., Callaghan, M. W., Haddaway, N. R., Mach, K. J., Araos, M., Shah, M. A. R., Wannewitz, M., Doshi, D., Leiter, T., Matavel, C., Musah-Surugu, J. I., Wong-Parodi, G., Antwi-Agyei, P., Tanner, I., Chapman, S., Dickson, B., & Abu, T. Z. (2021). A systematic global stocktake of evidence on human adaptation to climate change. Nature Climate Change, 11(11), 989-1000. https://doi.org/10.1038/s41558-021-01170-y DOI: https://doi.org/10.1038/s41558-021-01170-y
Canosa, I. V., Ford, J. D., McDowell, G., Jones, J., & Pearce, T. (2021). Progress in climate change adaptation research. Environmental Research Letters, 16(5), 054038. https://doi.org/10.1088/1748-9326/abf7f3 DOI: https://doi.org/10.1088/1748-9326/abf7f3
Chavula, P., & Turyasingura, B. (2022). Land tenurial system influence among smallholder farmers' climate-smart agriculture technologies adoption in Sub-Saharan Africa: A review paper. International Journal of Food Science and Agriculture, 6(1). http://dx.doi.org/10.26855/ijfsa.2022.03.003 DOI: https://doi.org/10.26855/ijfsa.2022.03.003
Chigudu, D. (2024). Peace and security, health and climate change in Sub-Saharan Africa. Journal of Law and Sustainable Development, 12(6), e3628. https://doi.org/10.55908/sdgs.v12i6.3628 DOI: https://doi.org/10.55908/sdgs.v12i6.3628
Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285-296. https://doi.org/10.1016/j.jbusres.2021.04.070 DOI: https://doi.org/10.1016/j.jbusres.2021.04.070
Elouaourti, Z., Elouardighi, I., & Ibourk, A. (2025). Bridging the gender gap in African scientific publishing: Insights from Web of Science indexed journals. Learned Publishing, 38(2), e2007. https://doi.org/10.1002/leap.2007 DOI: https://doi.org/10.1002/leap.2007
Erick, S. B., Mbwambo, J. S., & Salanga, R. J. (2025). Adoption of climate-smart agricultural practices among smallholder leafy vegetable agripreneurs in semi-arid regions: A bibliometric review. Social Sciences & Humanities Open, 11, 101428. https://doi.org/10.1016/j.ssaho.2025.101428 DOI: https://doi.org/10.1016/j.ssaho.2025.101428
Ezeh, A., Kissling, F., & Singer, P. (2020). Why sub-Saharan Africa might exceed its projected population size by 2100. The Lancet, 396(10258), 1131-1133. https://doi.org/10.1016/S0140-6736(20)31522-1 DOI: https://doi.org/10.1016/S0140-6736(20)31522-1
Graham, C. (2020). Managing climate change: The role of multi-stakeholder partnerships in building climate resilience in Sub-Saharan Africa. International Journal of Public Service, 7(2), 4. https://doi.org/10.24926/IJPS.V7I2.3386 DOI: https://doi.org/10.24926/ijps.v7i2.3386
Huntington, H. P., Danielson, S. L., Wiese, F. K., Baker, M., Boveng, P., Citta, J. J., & Wilson, C. (2020). Evidence suggests potential transformation of the Pacific Arctic ecosystem is underway. Nature Climate Change, 10(4), 342-348.
https://doi.org/10.1038/s41558-020-0695-2 DOI: https://doi.org/10.1038/s41558-020-0695-2
Jellason, N. P., Salite, D., Conway, J., & Ogbaga, C. C. (2022). A systematic review of smallholder farmers' climate change adaptation and enabling conditions for knowledge integration in Sub-Saharan African drylands. Environmental Development, 44, 100733. https://doi.org/10.1016/j.envdev.2022.100733 DOI: https://doi.org/10.1016/j.envdev.2022.100733
Kilungo, A., Chukwuonye, G. S., Okpanachi, V., & Mohamed, H. (2025). Assessing Sub-Saharan Africa's readiness to address the impact of climate change and health: A scoping review. PLOS ONE, 20(11), e0315482. https://doi.org/10.1371/journal.pone.0315482 DOI: https://doi.org/10.1371/journal.pone.0315482
Kitonga, K., Jamora, N., Smale, M., & Muchugi, A. (2020). Use and benefits of tree germplasm from the World Agroforestry genebank for smallholder farmers in Kenya. Food Security, 12(5), 993-1003. https://doi.org/10.1007/s12571-020-01047-6 DOI: https://doi.org/10.1007/s12571-020-01047-6
Kombat, R., Sarfatti, P., & Fatunbi, O. (2021). A review of climate-smart agriculture technology adoption by farming households in Sub-Saharan Africa. Sustainability, 13(21), 12130. https://doi.org/10.3390/su132112130 DOI: https://doi.org/10.3390/su132112130
Mang'ana, K. M. (2026). Financial management practices and Agri-SME performance: Does subjective financial literacy hold the key? Cogent Business & Management, 13(1). https://doi.org/10.1080/23311975.2026.2612787 DOI: https://doi.org/10.1080/23311975.2026.2612787
Mang'ana, K. M., Hokororo, S. J., & Ndyetabula, D. W. (2024). Agri-SME managers' perception of financial management practices in Tanzania. Scientific African, 26, e02405. https://doi.org/10.1016/j.sciaf.2024.e02405 DOI: https://doi.org/10.1016/j.sciaf.2024.e02405
McCampbell, M., Schut, M., Van den Bergh, I., van Schagen, B., Vanlauwe, B., Blomme, G., Gaidashova, S., Njukwe, E., & Leeuwis, C. (2021). Xanthomonas wilt of banana in Central Africa: Opportunities, challenges, and pathways for citizen science and ICT-based control and prevention strategies. NJAS - Wageningen Journal of Life Sciences, 92, 100337.
https://doi.org/10.1016/j.njas.2018.03.002 DOI: https://doi.org/10.1016/j.njas.2018.03.002
Mdoe, C. N., Mahonge, C. P., & Ngowi, E. E. (2025). Mapping trends and knowledge production of climate-smart aquaculture scholarship. Aquaculture, 598, 741939. https://doi.org/10.1016/j.aquaculture.2024.741939 DOI: https://doi.org/10.1016/j.aquaculture.2024.741939
Mdoe, C. N., Mahonge, C. P., & Ngowi, E. E. (2025b). Implications of climate-smart aquaculture practices on household income and food security in Tanzania. North African Journal of Food and Nutrition Research, 9(19), 67-84.
https://doi.org/10.51745/najfnr.9.19.67-84 DOI: https://doi.org/10.51745/najfnr.9.19.67-84
Nakagawa, Y., & Saijo, T. (2021). A visual narrative for taking future generations' perspectives. Sustainability Science, 16(3), 983-1000. https://doi.org/10.1007/s11625-021-00916-z DOI: https://doi.org/10.1007/s11625-021-00916-z
Nalau, J., & Verrall, B. (2021). Mapping the evolution and current trends in climate change adaptation science. Climate Risk Management, 32, 100290. https://doi.org/10.1016/j.crm.2021.100290 DOI: https://doi.org/10.1016/j.crm.2021.100290
Nightingale, A. J., Eriksen, S., Taylor, M., Forsyth, T., Pelling, M., Newsham, A., Boyd, E., Brown, K., Harvey, B., Jones, L., Kerr, R. B., Mehta, L., Naess, L. O., Ockwell, D., Scoones, I., Tanner, T., & Whitfield, S. (2020). Beyond technical fixes: Climate solutions and the great derangement. Climate and Development, 12(4), 343-352. https://doi.org/10.1080/17565529.2019.1624495 DOI: https://doi.org/10.1080/17565529.2019.1624495
Ochieng, J., Knerr, B., Owuor, G., & Ouma, E. (2018). Strengthening collective action to improve marketing performance: Evidence from farmer groups in Central Africa. Journal of Agricultural Education and Extension, 24(2), 169-189.
https://doi.org/10.1080/1389224X.2018.1432493 DOI: https://doi.org/10.1080/1389224X.2018.1432493
Oyelami, L. O., Edewor, S., Folorunso, J. O., & Abasilim, U. (2023). Climate change, institutional quality and food security: Sub-Saharan African experiences. Scientific African, 19, e01727. https://doi.org/10.1016/j.sciaf.2023.e01727 DOI: https://doi.org/10.1016/j.sciaf.2023.e01727
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., … Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. BMJ, 372, n71. https://doi.org/10.1136/bmj.n71 DOI: https://doi.org/10.1136/bmj.n71
Tesfuhuney, W., & Mbeletshie, E. H. (2021). Place-based perceptions, resilience and adaptation to climate change by smallholder farmers in rural South Africa. International Journal of Agricultural Research, Innovation and Technology, 10(2), 116-127. https://doi.org/10.3329/ijarit.v10i2.51585 DOI: https://doi.org/10.3329/ijarit.v10i2.51585
UNFCCC. (1992). United Nations framework convention on climate change. https://unfccc.int/resource/docs/convkp/conveng.pdf
United Nations. (2015). Transforming our world: The 2030 agenda for sustainable development. https://sdgs.un.org/2030agenda
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Bonamax Mbasa, Christopher Mdoe, Kulwa Mang’ana (Author)

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.












