Innovation Platforms and Value Chain Role Expansion among Ugandan Coffee Farmers: Evidence on Peer Learning, Group Option, and Legitimacy
Abstract
Keywords
References
Akoyi, K.T. and Maertens, M. 2018. Walk the talk: private sustainability standards in the Ugandan coffee sector. Journal of Development Studies, 54: 1792–1818.
Akoyi, K.T. and Maertens, M. 2016. Private Sustainability Standards in the Ugandan Coffee Sector: Empty Promises or Catalysts for Development? Working Papers 235004, Katholieke Universiteit Leuven, Centre for Agricultural and Food Economics.
Audouin, S., 2014. Innovation systems and territories: a set of interactions; the examples of cashew nut and jatropha in Southwestern Burkina Faso.
Bartl, A.L., 2019. The wellbeing of smallholder coffee farmers in the mount elgon region: A quantitative analysis of a rural community in eastern Uganda. Bio-based and Applied Economics, 8: 133–159.
Benin, S., Nkonya, E., Okecho, G., Randriamamonjy, J., Kato, E., Lubadde, G., Kyotalimye, M., Byekwaso, F., 2011. Impact of Uganda’s National Agricultural Advisory Services Program. Intl Food Policy Res Inst.
Bennet, S., 2019. Legitimacy for innovation through interacted perception. Вестник Санкт-Петербургского университета. Социология, 12: 4–16.
Bingen, R.J. and Simpson, B.M., 2015. Farmer Organizations and Modernizing Extension and Advisory Services.MEAS Discussion Paper
Birner, R., Davis, K., Pender, J., Nkonya, E., Anandajayasekeram, P., Ekboir, J., Mbabu, A., Spielman, D.J., Horna, D., Benin, S., Cohen, M., 2009. From Best Practice to Best Fit: A Framework for Designing and Analyzing Pluralistic Agricultural Advisory Services Worldwide. Journal of Agriculture Education and Extension, 15: 341–355.
Bolwig, S., Gibbon, P. and Jones, S., 2009. The economics of smallholder organic contract farming in tropical Africa. World Development, 37: 1094–1104.
Braun, V. and Clarke, V. 2019. Reflecting on reflexive thematic analysis. Qualitative Research in Sport, Exercise and Health, 11: 589–597.
Braun, V. and Clarke, V. 2006. Using thematic analysis in psychology. Qualitative Research in Psychology, 3: 77–101.
Bryman, A., 2016. Social research methods. Oxford university press.
Cadilhon, J.-J., Dror, I., Misiko, M. and Schut, M., 2018. Do Mature Innovation Platforms Make a Difference in Agricultural Research for Development? A Meta-Analysis of Case Studies. Experimental Agriculture, 54: 96–119.
Chiputwa, B., Spielman, D.J., Qaim, M., 2015. Food standards, certification, and poverty among coffee farmers in Uganda. World Development, 66: 400–412.
Chowdhury, A. and Kabir, K.H. 2024. How do agricultural advisory services meet the needs of farmers? Applying Q-methodology to assessing multi-stakeholders’ perspectives on the pluralistic advisory system in Ontario, Canada. Journal of Rural Studies, 105: 103186.
Okia, C., Judith, O., Karl, H., Joan, K., Patricia, M., Fergus, S., Catherine, M., Peter, G., Randy, S., Daniel, G., Prossy, I., Jude, S., Awadh, C., Kasonde, Z. and Howard, T. 2020. Developing value chain innovation platforms to improve food security in east and southern Africa final project report,FR2020-030. Australia.
de Boon, A., Sandström, C., Rose, D.C., 2022. Governing agricultural innovation: A comprehensive framework to underpin sustainable transitions. Journal of Rural Studies, 89: 407–422.
Faure, G., Davis, K.E., Ragasa, C., Franzel, S. and Babu, S.C. 2016. Framework to assess performance and impact of pluralistic agricultural extension systems: The best-fit framework revisited. Intl Food Policy Res Inst.
GOV, 2021. The National Coffee Act 2o2i.
GOV, 2020. Third National Development Plan (NDPIII) 2020/21.
Graham, S., Ihli, H.J., Gassner, A., 2022. Agroforestry, indigenous tree cover and biodiversity conservation: a case study of Mount Elgon in Uganda. European Journal of Development Research (EJDR), 34: 1893–1911.
Gram, G., Vaast, P., van der Wolf, J. and Jassogne, L., 2018. Local tree knowledge can fast-track agroforestry recommendations for coffee smallholders along a climate gradient in Mount Elgon, Uganda. Agroforestry Systems, 92: 1625–1638.
Guest, G., Bunce, A., Johnson, L., 2006. How Many Interviews Are Enough?: An Experiment with Data Saturation and Variability. Field methods, 18: 59–82.
Hennink, M. M., Kaiser, B. N, Marconi, V. C, 2016. Code Saturation Versus Meaning Saturation: How Many Interviews Are Enough? Qualitative Health Research, 27: 591–608.
Hermans, F., Sartas, M., Van Schagen, B., Van Asten, P., Schut, M., 2017. Social network analysis of multi-stakeholder platforms in agricultural research for development: Opportunities and constraints for innovation and scaling. PLoS One, 12: e0169634.
Hill, R.V., Maruyama, E., Olapade, M., Frölich, M., 2021. Strengthening producer organizations to increase market access of smallholder farmers in Uganda. Agricultural and Resource Economics Review, 50: 436–464.
Janvry, A. de, Sadoulet, É. and Trachtman, C. 2019. Achieving Coordination in Agricultural Value Chains: The Role of Lead Agents and Multi-stakeholder Platforms. HAL (Le Cent. pour la Commun. Sci. Directe).
Kaganzi, E., Ferris, S., Barham, J., Abenakyo, A., Sanginga, P. and Njuki, J. 2009. Sustaining linkages to high value markets through collective action in Uganda. Food Policy, 34: 23–30.
Kallio, H., Pietilä, A.-M., Johnson, M. and Kangasniemi, M. 2016. Systematic methodological review: developing a framework for a qualitative semi-structured interview guide. The Journal of Advanced Nursing, 72: 2954–2965.
Kaweesa, S.H., Bilali, H. El. and Loiskandl, W. 2021. Analysing the socio-technical transition to conservation agriculture in Uganda through the lens of the multi-level perspective: SH Kaweesa et al. Environment, Development and Sustainability. 23: 7606–7626.
Kelly, N., Bennett, J.M. and Starasts, A., 2017. Networked learning for agricultural extension: a framework for analysis and two cases. Journal of Agriculture Education and Extension, 23: 399–414.
Kiger, M.E. and Varpio, L. 2020. Thematic analysis of qualitative data: AMEE Guide No. 131. Medical Teacher, 42: 846–854.
Kihira, M. and Maruyama, Y. 2025. Toward the concurrent self-evaluation of solidarity in platform-based development: a case study of discrepancies among technological interpretation in Japan. Environment, Development and Sustainability, 27: 14935–14959.
Kiptot, E., Franzel, S., 2015. Farmer-to-farmer extension: opportunities for enhancing performance of volunteer farmer trainers in Kenya. Development in Practice, 25: 503–517.
Krueger, R.A., 2014. Focus groups: A practical guide for applied research. Sage publications.
Leeuwis, C., Boogaard, B.K., Atta-Krah, K., 2021. How food systems change (or not): governance implications for system transformation processes.
Lubell, M. and McRoberts, N., 2018. Closing the extension gap: Information and communication technology in sustainable agriculture. California Agriculture, 72(4):236-242
Lukuyu, B., Place, F., Franzel, S. and Kiptot, E., 2012. Disseminating Improved Practices: Are Volunteer Farmer Trainers Effective? Journal of Agriculture Education and Extension, 18: 525–540.
MAAIF/DAES, 2016. Guidelines and standards for the agricultural extension and advisory services in Uganda. Ministry of Agriculture, Animal Industry and Fisheries (Uganda).
MAAIF, 2025. MAAIF’S Department of coffee development. Monthly coffee report December 2025. Coffee year 2025/2026-Issue 3.
Magala, D.B., Mangheni, M.N. and Miiro, R., 2018. Leadership mechanisms associated with performance of coffee innovation platforms in Uganda. International Journal of Agriculture Extension, 6: 149–163.
Markelova, H., Meinzen-Dick, R., Hellin, J. and Dohrn, S., 2009. Collective action for smallholder market access. Food Policy 34: 1–7.
McCarthy, D.D.P., Crandall, D.D., Whitelaw, G.S., General, Z. and Tsuji, L.J.S., 2011. A critical systems approach to social learning: building adaptive capacity in social, ecological, epistemological (SEE) systems. Ecology and Society, 16(3):18.
Morgan, D.L., 1997. Focus groups as qualitative research. Sage.
Nowell, L. S., Norris, J. M., White, D. E. M. and Nancy, J. 2017. Thematic Analysis: Striving to Meet the Trustworthiness Criteria. International Journal of Qualitative Methods, 16: 1609406917733847.
Ochago, R., 2025. Strengthening the resilience and sustainability of Uganda’s coffee sector: investigating governance mechanisms in coffee innovation platforms. International Journal of Agriculture Extension, 13(1):25-37.
Ochago, R., 2024. How Innovation Platforms Govern the Experiential Learning Process of Coffee Farmers in Uganda. African Journal of Food, Agriculture, Nutrition and Development, 24: 25179–25204.
Ochago, R., Dentoni, D., Lans, T. and Trienekens, J. 2021.
Disentangling the experiential learning process of coffee farmers in Uganda’s innovation platforms. Journal of Agriculture Education and Extension, 29: 117–148.
Ochago, R., Dentoni, D., Mahdad, M., 2024a. The Effect of Ugandan Coffee Farmers’ Role Identity on Their Experiential Learning. Journal of Experiential Education, 47: 767–800.
Ochago, R., Dentoni, D., Trienekens, J., 2024b. Unraveling the connection between coffee farmers’ value chain challenges and experiential knowledge: the role of farm family resources. Journal of Agriculture Education and Extension, 30: 181–211.
Onyas, W.I., McEachern, M.G. and Ryan, A., 2018. Co-constructing sustainability: Agencing sustainable coffee farmers in Uganda. Journal of Rural Studies, 61: 12–21.
Opola, F.O., Klerkx, L., Leeuwis, C. and Kilelu, C.W. 2023. Examining the legitimacy of inclusive innovation processes: perspectives from smallholder farmers in Uasin Gishu, Kenya. Journal of Responsible Innovation, 10: 2258631.
Sartas, M., 2018. Do multi-stakeholder platforms work? : contributions of multi-stakeholder platforms to the performance of research for development interventions. PhD thesis, Wageningen University, Wageningen, the Netherlands
Sartas, M., Schut, M., Hermans, F., Asten, P. van and Leeuwis, C. 2018. Effects of multi-stakeholder platforms on multi-stakeholder innovation networks: implications for research for development interventions targeting innovations at scale. PLoS One, 13: e0197993.
Sartas, M., van Asten, P., Schut, M., McCampbell, M., Awori, M., Muchunguzi, P., Tenywa, M., Namazzi, S., Sole Amat, A. and Thiele, G. 2019. Factors influencing participation dynamics in research for development interventions with multi-stakeholder platforms: a metric approach to studying stakeholder participation. PLoS One, 14: e0223044.
Saunders, B., Sim, J., Kingstone, T., Baker, S., Waterfield, J., Bartlam, B., Burroughs, H. and Jinks, C. 2018. Saturation in qualitative research: exploring its conceptualization and operationalization. Quality and Quantity, 52: 1893–1907.
Schut, M., Kamanda, J., Gramzow, A., DuBois, T.D., Stoian, D., Andersson, J., DROR, I., Sartas, M., Mur, R., Kassam, S., Brouwer, H., Devaux, A., Ríos-Velasco, C., Flor, R.J., Gummert, M., Buizer, D., McDougall, C., Davis, K., Tui, S.H.-K. and Lundy, M. 2018. Innovation platforms in agricultural research for development. Experimental Agriculture, 55: 575–596.
Schut, M., Klerkx, L., Sartas, M., Lamers, D., Campbell, M.M., Ogbonna, I., Kaushik, P., Atta-Krah, K., Leeuwis, C., 2016. Innovation Platforms: Experiences With Their Institutional Embedding in Agricultural Research for Development. Experimental Agricuture, 52: 537–561.
Schut, M., Klerkx, L., Sartas, M., Lamers, D., Campbell, M.M.C., Ogbonna, I., Kaushik, P., Atta-Krah, K., Leeuwis, C., 2016. Innovation platforms: Experiences with their institutional embedding in agricultural research for development. Experimental Agriculture, 52: 537–561.
Siankwilimba, E., Mwaanga, E.S., Munkombwe, J., Mumba, C., Hang’ombe, B.M., 2021. Effective extension sustainability in the face of COVID-19 pandemic in smallholder agricultural markets. International Journal for Research in Applied Science and Engineering Technology, 9: 865–878.
Ssebunya, B.R., Morawetz, U.B., Schader, C., Stolze, M., Schmid, E., 2019. Group membership and certification effects on incomes of coffee farmers in Uganda. The European Review of Agricultural Economics, 46: 109–132.
Suchman, M.C., 1995. Managing Legitimacy: Strategic and Institutional Approaches. Acadmy of Management Review, 20: 571–610.
Tamru, S. and Minten, B. 2023. Value addition and farmers: Evidence from coffee in Ethiopia. PLoS One, 18: e0273121.
Temple, B. and Young, A. 2004. Qualitative Research and Translation Dilemmas. Qualitative Research, 4: 161–178.
Tessier, S., 2012. From Field Notes, to Transcripts, to Tape Recordings: Evolution or Combination? International Journal of Qualitative Methods, 11: 446–460.
Tui, S.H.-K., Adekunle, A., Lundy, M., Tucker, J., Birachi, E., Schut, M. and Klerkx, L.W.A., 2013. What are innovation platforms? ILRI.
Tümen, A. S. and Ahmed, K.H. 2021. An Overview of Qualitative Research and Focus Group Discussion. The International Journal of Academic Research in Education, 7: 1–15.
Turyahikayo, W., Matsiko, F.B., Okiror, J.J. and Buregyeya, M. 2017. Understanding actor innovation behavior: The application of network governance theory in agricultural innovation platforms. Journal of Agriculture Extension and Rural Development, 9: 247–254.
Wals, A.E.J., 2023. Social learning towards a sustainable world : principles, perspectives, and praxis. In Data Archiving and Networked Services (DANS). Brill.
Watanabe, K., Bánkuti, S.S., Lourenzani, A.E., 2017. “Pingado Dilemma”: Is formal contract sweet enough? Journal of Rural Studies, 54: 126–137.
Willy, T., Frank, B., John, J.O. and Moses, B.J.S. 2017. Understanding actor innovation behavior: The application of network governance theory in agricultural innovation platforms. Journal of Agriculture Extension and Rural Development, 9: 247–254.
.Yin, R.K., 2018. Case study research and applications. Sage Thousand Oaks, CA.
DOI: 10.33687/ijae.014.01.6025
Refbacks
- There are currently no refbacks.
Copyright (c) 2026 Robert Ochago

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






