Vol. 2 (2026)
Articles

From Adoption to Sustainability: Prospects and Barriers to Maintaining Clean Technologies in Nigeria’s Smallholder Farming Ecosystems

Sani Abubakar Mashi
Department of Geography, Faculty of Geographical and Atmospheric Sciences, University of Abuja, PMB 117, Abuja, Nigeria
Nenadi Rahab Oluyori
Department of Geography, Faculty of Geographical and Atmospheric Sciences, University of Abuja, PMB 117, Abuja, Nigeria
Obaro Dominic Oghenejabor
Department of Environmental Management, Delta State University of Science & Technology, Ozoro, Nigeria

Published 2026-06-06

Keywords

  • Clean technology,
  • Smallholder farming,
  • Renewable energy,
  • Resource efficiency,
  • Environmental sustainability,
  • Nigeria
  • ...More
    Less

How to Cite

From Adoption to Sustainability: Prospects and Barriers to Maintaining Clean Technologies in Nigeria’s Smallholder Farming Ecosystems. (2026). Clean Technology for Resource, Energy and Environment, 2, 1-20. https://doi.org/10.65638/2979-2746.2026.02.01

Abstract

Smallholder farming systems are central to food production, rural livelihoods, and socio-economic stability in the Global South, yet their productivity and resilience are increasingly threatened by soil degradation, inefficient resource use, energy deficits, and climate-induced shocks. Clean technologies—spanning resource management, renewable energy, and environmental protection—offer potential to enhance productivity, reduce emissions, and strengthen resilience. However, evidence on their long-term maintenance, durability, and embedding within smallholder systems remains limited, and existing research often treats sustainability as an outcome of adoption rather than a staged socio-technical process. Addressing this gap, the study advances and empirically applies the Clean Technology Maintenance and Embedding Framework (CTMEF) in Nigerian smallholder agriculture, examining how technical robustness, institutional support, financial continuity, and market integration interact to shape maintenance performance and embedding outcomes. The findings indicate that sustainability is structurally constrained: technologies achieve durable embedding only when multiple enabling conditions are simultaneously strong, whereas high technical complexity in the absence of adequate institutional and financial support significantly increases the risk of failure. The study’s novelty lies in integrating cross-domain technologies within a unified framework, operationalizing threshold-based and multiplicative dynamics, and providing empirically grounded insights from a Global South context. These results inform actionable strategies—including participatory capacity building, institutional strengthening, policy alignment, and innovative financing—to enhance the durability, scalability, and transformative potential of clean technologies, advancing both theoretical understanding and practical guidance for resilient, low-carbon smallholder agricultural systems.

References

  1. Mayanja, I.K., and Oluk, I., 2023. Intermediate technologies: The key to eradicating post-harvest losses (PHLs) in Sub-Saharan Africa (SSA). Journal of Advances in Food Science & Technology, 10(4), 64-74. https://doi.org/10.56557/jafsat/2023/v10i48419
  2. Yin, S., Wang, Y., and Zhang, Q., 2025. Mechanisms and implementation pathways for distributed photovoltaic grid integration in rural power systems: A study based on multi-agent game theory approach. Energy Strategy Reviews 60, 101801. https://doi.org/10.1016/j.esr.2025.101801
  3. Mashi, S.A., Inkani, A.I., Jenkwe, E.D., and Idris, K., 2025. Determinants of urban waste recycling among smallholder farmers in Katsina, Nigeria: Awareness, adoption, and valorization. Cleaner Waste Systems, 00354. https://doi.org/10.1016/j.clwas.2025.100354
  4. Nguyen, L.L.H., Khuu, D.T., Halibas, A. and Nguyen, T.Q., 2024. Factors that influence the intention of smallholder rice farmers to adopt cleaner production practices: An empirical study of precision agriculture adoption. Evaluation Review, 48(4), 692-735. https://doi.org/10.1177/0193841X231200775
  5. Daka, E., 2023. Adopting clean technologies to climate change adaptation strategies in Africa: a systematic literature review. Environmental Management, 71(1), 87-98. https://doi.org/10.1007/s00267-022-01704-w
  6. Falconnier, G., 2024. Sustainable intensification of smallholder farming systems for improved food security and adaptation to climate change in Africa. Unpublished PhD Thesis, Université de Montpellier, France. Available Online at: https://agritrop.cirad.fr/612869/7/612869.pdf. Accessed 16th December 2025.
  7. Kapari, M., Nhamo, L., and Mpandeli, S. (2023). Contribution of smallholder farmers to food security and opportunities for resilient farming systems. Frontiers in Sustainable Food Systems, 7, 1149854. https://doi.org/10.3389/fsufs.2023.1149854
  8. Barasa Kabeyi, M.J., and Olanrewaju, O.A., 2021. Biogas production and applications in the sustainable energy transition. Journal of Energy, 1, 8750221. https://doi.org/10.1155/2022/8750221
  9. Quayson, M., Bai, C., and Sarkis, J., 2020. Technology for social good foundations: A perspective from the smallholder farmer in sustainable supply chains. IEEE Transactions on Engineering Management, 68(3), pp.894-898. https://doi.org/10.1109/TEM.2020.2996003
  10. Bisheko, M.J.m and Rejikumar, G., 2023. Major barriers to adoption of improved postharvest technologies among smallholder farmers in sub-Saharan Africa and South Asia: a systematic literature review. World Development Sustainability, 2, 100070. https://doi.org/10.1016/j.wds.2023.100070
  11. Balana, B.B., and Oyeyemi, M.A., 2022. Agricultural credit constraints in smallholder farming in developing countries: Evidence from Nigeria. World Development Sustainability, 1, 100012. https://doi.org/10.1016/j.wds.2022.100012
  12. Ajibade, S., Simon, B., Gulyas, M., and Balint, C., 2023. Sustainable intensification of agriculture as a tool to promote food security: A bibliometric analysis. Frontiers in Sustainable Food Systems, 7, 1101528. https://doi.org/10.3389/fsufs.2023.1101528
  13. Ngulube, P., 2025. Leveraging information and communication technologies for sustainable agriculture and environmental protection among smallholder farmers in tropical Africa. Discover Environment, 3(1), 9. https://doi.org/10.1007/s44274-025-00190-1
  14. Onuwa, G., Mailumo, S.S., and Oyewole, S.O., 2023. Socio-economic determinants of adoption of maize production technologies among smallholders. AGRIEKONOMIKA, 12(1), 83-94. https://doi.org/10.21107/agriekonomika.v12i1.14621
  15. Yin, S., and Yuan, Y., 2024. Integrated assessment and influencing factor analysis of energy-economy-environment system in rural China. AIMS Energy, 12(6): 1173-1205. https://doi.org/10.3934/energy.2024054
  16. Yin, S., Wang, Y., Liu, Y., and Wang, S., 2024. Exploring drivers of behavioral willingness to use clean energy to reduce environmental emissions in rural China: An extension of the UTAUT2 model. Journal of Renewable Sustainable Energy, 16, 045903. https://doi.org/10.1063/5.0211668
  17. Birhanu, M.Y., Bruno, J.E., Alemayehu, T., Esatu, W., Geremew, K., Yemane, T., Kebede, F.G., and Dessie, T., 2022. Beyond diffusion to sustained adoption of innovation: A case of smallholder poultry development in sub-Saharan Africa. International Journal of Agricultural Sustainability, 20(6), pp.1028-1046. https://doi.org/10.1080/14735903.2022.2041235
  18. Tetteh Anang, B., Alhassan, H., and Danso-Abbeam, G., 2020. Estimating technology adoption and technical efficiency in smallholder maize production: A double bootstrap DEA approach. Cogent Food & Agriculture, 6(1), p.1833421. https://doi.org/10.1080/23311932.2020.1833421
  19. Nair, P.K.R., 2025. Agroforestry: Practices and systems. In: Reference Module in Food Science. Springer. https://doi.org/10.1016/B978-0-443-15976-3.00078-7
  20. The World Bank, 2024. Climate Smart Agriculture. Washington, DC, The World Bank. Available Online at: https://www.worldbank.org/en/topic/climate-smart-agriculture. Accessed 20th June 2025.
  21. IRENA, and FAO. 2021. Renewable energy for agri-food systems – Towards the Sustainable Development Goals and the Paris agreement. Abu Dhabi and Rome. Available Online at: Accessed 25th July 2025.
  22. Arulingam, I., Brady, G., Chaya, M., Conti, M., Kgomotso, P. K., Korzenszky, A., Njie, D., Schroth, G., and Suhardiman, D. 2022. Small-scale producers in sustainable agrifood systems transformation. Rome, FAO. Available Online at: Accessed 20th August 2025.
  23. FAO, 2023. Environmental Sustainability in Agriculture. FAO, Rome. Available Online at: /https://openknowledge.fao.org/server/api/core/bitstreams/32da2942-3854-4736-af19-877b 3ab22d35/content. Accessed 4th August 2025.
  24. Qamruzzaman, M., and Karim, S. 2024. Green energy, green innovation, and political stability led to green growth in OECD nations. Energy Strategy Reviews, 55, 101519. https://doi.org/10.1016/j.esr.2024.101519
  25. Tulshi Thokal, R., Mohod, A., and Dhande, K. (2024). Solar-powered irrigation systems: Sustainability, advancements, and future Prospects. Journal of Agricultural Engineering (India), 61(6), 935-959. https://doi.org/10.52151/jae2024616.1884
  26. Adebiyi, J.A., Olabisi, L.S., Liu, L., and Jordan, D., 2021. Water–food–energy–climate nexus and technology productivity: A Nigerian case study of organic leafy vegetable production. Environment, Development and Sustainability, 23(4), 6128-6147. https://doi.org/10.1007/s10668-020-00865-0
  27. Ojo, T.O., Kassem, H.S., Ismail, H., and Adebayo, D.S., 2023. Level of adoption of climate-smart agriculture among smallholder rice farmers in Osun State: does financing matter? Scientific African, 21, e01859. https://doi.org/10.1016/j.sciaf.2023.e01859
  28. Amankwah, A., 2023. Climate variability, agricultural technologies adoption, and productivity in rural Nigeria: a plot-level analysis. Agriculture and Food Security, 12(1), 7. https://doi.org/10.1186/s40066-023-00411-x
  29. Phiri, A.T., Charimbu, M., Edewor, S.E., and Gaveta, E., 2022. Sustainable scaling of climate-smart agricultural technologies and practices in Sub-Saharan Africa: The case of Kenya, Malawi, and Nigeria. Sustainability, 14(22), 14709. https://doi.org/10.3390/su142214709
  30. Alabı, O.O., and Safugha, G.F., 2023. Technical efficiency of agroforestry production technology among smallholder farmers in Kaduna State, Nigeria. International Journal of Agriculture, Environment and Food Sciences, 7(2), pp.362-373. https://doi.org/10.31015/jaefs.2023.2.15
  31. Olayemi, S.S., Oko, A.A., and Oduntan, F.T., 2020. Adoption of appropriate good agricultural practices (GAPs) technologies among smallholder farmers in Nigeria. International Journal of Agricultural Research, Sustainability, and Food Sufficiency, 7(2), 447-458. www.academia scholarlyjournal.org/ijarsfs/index_ijarsfs.htm
  32. Omeje, E.E., 2025. Adoption and challenges of zero-carbon energy among rural smallholder farmers in southeast Nigeria. Journal of Agricultural Extension, 29(1), 109-116. https://doi.org/10.4314/jae.v29i1.10
  33. Omeje, E.E., Enete, A.A., Mukaila, R., Onah, O.G., Ukwuaba, I.C., and Onyekwe, C.N., 2024. Operationalization of low-carbon energy for sustainable agricultural production among smallholder women farmers in Nigeria. Energy and Climate Change, 5, 100159. https://doi.org/10.1016/j.egycc.2024.100159
  34. Anagah, F.I., 2023. Review of green technologies used by farmers: Implications for environmental sustainability in Nigeria. International Journal of Environment and Climate Change, 13(9), 75-84. https://doi.org/10.9734/ijecc/2023/v13i92206
  35. Ifeanyi-Obi, C.C., Issa, F.O., Aderinoye-Abdulwahab, S., O. Ayinde, A.F., Umeh, O.J., and Tologbonse, E.B., 2022. Promoting uptake and integration of climate-smart agriculture technologies, innovations and management practices into policy and practice in Nigeria. International Journal of Climate Change Strategies and Management, 14(4), 354-374. https://doi.org/10.1108/IJCCSM-09-2021-0101
  36. Obianefo, C.A., Ezeano, I.C., Isibor, C.A., and Ahaneku, C.E., 2023. Technology gap efficiency of small-scale rice processors in Anambra State, Nigeria. Sustainability, 15(6), p.4840. https://doi.org/10.3390/su15064840
  37. Fadeyi, O.A., Ariyawardana, A., and Aziz, A.A., 2022. Factors influencing technology adoption among smallholder farmers: a systematic review in Africa. Journal of Agriculture and Rural Development in the Tropics and Subtropics (JARTS), 123(1), 13-30. https://doi.org/10.55284/cjac.v7i1.653
  38. Olalereadisa, B., Famakinwa, M., and Adelekan, K., 2020. Adoption of rice post-harvest technologies among smallholder farmers in Osun State, Nigeria. Contemporary Agriculture, 69(1-2), 20-26. https://doi.org/10.2478/contagri-2020-0004
  39. Oyetunde-Usman, Z., Olagunju, K.O., and Ogunpaimo, O.R., 2021. Determinants of adoption of multiple sustainable agricultural practices among smallholder farmers in Nigeria. International Soil and Water Conservation Research, 9(2), 241-248. https://doi.org/10.1016/j.iswcr.2020.10.007
  40. Chiaka, J.C., Zhen, L., Yunfeng, H., Xiao, Y., Muhirwa, F., and Lang, T., 2022. Smallholder farmers contribution to food production in Nigeria. Frontiers in Nutrition, 9, 916678. https://doi.org/10.3389/fnut.2022.916678
  41. Ononogbo, C., Ohwofadjeke, P.O., Chukwu, M.M., Nwawuike, N., Obinduka, F., Nwosu, O.U., Ugenyi, A.U., Nzeh, I.C., Nwosu, E.C., Nwakuba, N.R., and Osuagwu, C.O., 2024. Agricultural and environmental sustainability in nigeria: a review of challenges and possible eco-friendly remedies. Environment, Development and Sustainability, 1-47. https://doi.org/10.1007/s10668-024-05435-2
  42. Nwozor, A., Owoeye, G., Olowojolu, O., Ake, M., Adedire, S., and Ogundele, O., 2021, February. Nigeria’s quest for alternative clean energy through biofuels: an assessment. In IOP Conference Series: Earth and Environmental Science 655(1), 012054. IOP Publishing. https://doi.org/10.1088/1755-1315/655/1/012054
  43. Anyaoha, K.E., and Zhang, L., 2023. Technology-based comparative life cycle assessment for palm oil industry: the case of Nigeria. Environment, Development and Sustainability, 25(5), 4575-4595. https://doi.org/10.1007/s10668-022-02215-8
  44. Ogunfolaju, M.O., Kolawole, A.E., Akangbe, J., Onyemenam, J., Okonta, O., and Ojo, I., 2025. Determinants of Digital Financial Service Usage Among Smallholder Farmers in North Central Nigeria. JZU Natural Science, 56(11), pp.10-19. https://naturalscience.fyi/
  45. Kehinde, A.D., Akinola, A., and Ogundeji, A.A., 2022. Agricultural Organizations and Adoption of Soil Conservation Practices Among Smallholder Farmers In Oyo State, Nigeria. Tropical and Subtropical Agroecosystems, 25(3). https://creativecommons.org/ licenses/by/4.0/ https://doi.org/10.56369/tsaes.4148
  46. Onwusiribe, C.N., Mbanasor, J., Nto, P.O., and Ndukwu, M.C., 2025. Sustainability of Traditional Paddy Rice Processing Techniques Among Smallholder Rice Farmers in Southeast Nigeria. Journal of Agricultural Machinery 15(3).
  47. Oduaro, A.O., Olawuyi, T.O., and Olatoye, O.C., 2024. Effects of Utilization of improved rice production Technologies on Productivity among Smallholder Farmers in Niger State. Badeggi Journal of Agricultural Research and Environment, 6(2), 59-68. https://doi.org/10.35849/BJARE202402/180/006
  48. Jellason, N.P., Conway, J.S., and Baines, R.N., 2021. Understanding impacts and barriers to adoption of climate-smart agriculture (CSA) practices in North-Western Nigerian drylands. The Journal of Agricultural Education and Extension, 27(1), 55-72. https://doi.org/10.1080/1389224X.2020.1793787
  49. Kirimi, F.K., Onyari, C.N., Njeru, L.K., and Mogaka, H.R., 2023. Effect of on-farm testing on adoption of banana production technologies among smallholder farmers in Meru region, Kenya. Journal of Agribusiness in Developing and Emerging Economies, 13(1), 90-105. https://doi.org/10.1108/JADEE-04-2021-0100
  50. Ume, C.O., Onah, O.G., Okpukpara, B.C., Chukwuma-Ume, N., Charles, U.I., Omeje, E.E., Chiemela, C.J., Chituru, I.J., and Orazulike, O., 2023. Factors influencing smallholder adoption of organic agriculture in Southeast geopolitical region of Nigeria. Frontiers in Sustainable Food Systems, 7, p.1173043. https://doi.org/10.3389/fsufs.2023.1173043
  51. Kannan, S., and Gambetta, N., 2025. Technology-driven sustainability in small and medium-sized enterprises: A systematic literature review. Journal of Small Business Strategy, 35(1), 129-157. https://doi.org/10.53703/001c.126636
  52. Madreiter, T., Trajanoski, B., Martinetti, A., and Ansari, F., 2024. Sustainable maintenance: What are the key technology drivers for ensuring positive impacts of manufacturing industries? IFAC Papers Online 58-19, 616–621. https://doi.org/10.1016/j.ifacol.2024.09.232
  53. Kim, J., Seok, B., Choi, H., Seung-hye Jung, S., and Yu, J., 2020. Sustainable management activities: A study on the relations between technology commercialization capabilities, sustainable competitive advantage, and business performance. Sustainability, 12, 7913. https://doi.org/10.3390/su12197913
  54. Iwanaga, T., Wang, H.H., Hamilton, S.H., Grimm, V., Koralewski, T.E., Salado, A., Elsawah, S., Razavi, S., Yang, J., Glynn, P., Badham, J., Voinov, A., Chen, M., Grant, W.E., Peterson, T.R., Frank, K., Shenk, G., Barton, C.M., Jakeman, A.J., and Little, J.C., 2021. Socio-technical scales in socio-environmental modeling: Managing a system-of-systems modeling approach. Environmental Modelling Software,135, 104885. https://doi.org/10.1016/j.envsoft.2020.104885
  55. Vacchi, M., Settembre-Blundo, D., Iattici, L., Ferrari, A.M., Rosa, R., and Berselli, N., 2025. From black box to analytical insight: A data-driven evaluation of technological sustainability in manufacturing supply chains. Supply Chain Analytics, 12, 100171. https://doi.org/10.1016/j.sca.2025.100171
  56. Shrimpton, E.A., and Balta-Ozkan, N. A., 2024. Systematic review of socio-technical systems in the water–energy–food nexus: Building a framework for infrastructure justice. Sustainability, 16, 5962. https://doi.org/10.3390/su16145962
  57. Oje, N.G., 2024. The threshold level of institutional quality in the nexus between financial development and environmental sustainability in Nigeria. Journal of Environmental Science and Economics, 42-64. https://doi.org/10.56556/jescae.v3i1.741
  58. Kumar, V., Mallappa, H., Bansal, R., 2024. Economic feasibility and farmers’ willingness to adopt solar-powered irrigation pumps (SPIPs) for self-reliance. Energy Strategy Reviews, 64, 102094. https://doi.org/10.1016/j.esr.2026.102094
  59. Serote, B., Mokgehle, S., Du Plooy, C., Mpandeli, S., Nhamo, L., & Senyolo, G. (2021). Factors Influencing the Adoption of Climate-Smart Irrigation Technologies for Sustainable Crop Productivity by Smallholder Farmers in Arid Areas of South Africa. Agriculture, 11(12), 1222. https://doi.org/10.3390/agriculture11121222
  60. Rana, M.J., Kamruzzaman, M., Oliver, M.M.H., Akhi, K., 2021. Influencing factors of adopting solar irrigation technology and its impact on farmers' livelihood. A case study in Bangladesh. Future of Food: Journal on Food, Agriculture and Society, 9(5).
  61. Birhanu, B.Z., Sanogo, K., Traore, S.S., Thai, M., Kizito, F, 2023. Solar-based irrigation systems as a game changer to improve agricultural practices in sub-Saharan Africa: A case study from Mali. Frontiers in Sustainable Food Systems 7, 1085335. https://doi.org/10.3389/fsufs.2023.1085335