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Landscape, welfare, and distributional trade-offs from smallholder agroforestry contracting: An agent-based model approach

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  • Hill, Daniel
  • Cacho, Oscar
  • Moss, Jonathan

Abstract

Agroforestry value chains have been extensively promoted as potential ‘win-win’ vehicles for Sustainable Intensification in tropical upland landscapes. Coffee contract farming in particular can support landscape environmental policy objectives through improvements in soil erosion and biomass carbon, while also providing smallholders with higher agricultural profits.

Suggested Citation

  • Hill, Daniel & Cacho, Oscar & Moss, Jonathan, 2025. "Landscape, welfare, and distributional trade-offs from smallholder agroforestry contracting: An agent-based model approach," Agricultural Systems, Elsevier, vol. 230(C).
    • Handle: RePEc:eee:agisys:v:230:y:2025:i:c:s0308521x25002331
    DOI: 10.1016/j.agsy.2025.104493
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    1. Pradyot Ranjan Jena & Bezawit Beyene Chichaibelu & Till Stellmacher & Ulrike Grote, 2012. "The impact of coffee certification on small-scale producers’ livelihoods: a case study from the Jimma Zone, Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 43(4), pages 429-440, July.
    2. Ba, Hélène A. & de Mey, Yann & Thoron, Sylvie & Demont, Matty, 2019. "Inclusiveness of contract farming along the vertical coordination continuum: Evidence from the Vietnamese rice sector," Land Use Policy, Elsevier, vol. 87(C).
    3. repec:oup:apecpp:v:37:y:2015:i:1:p:86-106 is not listed on IDEAS
    4. Fischer, Elisabeth & Qaim, Matin, 2012. "Gender, Agricultural Commercialization, and Collective Action in Kenya," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126659, International Association of Agricultural Economists.
    5. Swinnen, Johan & Kuijpers, Rob, 2019. "Value chain innovations for technology transfer in developing and emerging economies: Conceptual issues, typology, and policy implications," Food Policy, Elsevier, vol. 83(C), pages 298-309.
    6. Sebastian Kunte & Meike Wollni & Claudia Keser, 2017. "Making it personal: breach and private ordering in a contract farming experiment," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 44(1), pages 121-148.
    7. Schoneveld, George C., 2022. "Transforming food systems through inclusive agribusiness," World Development, Elsevier, vol. 158(C).
    8. de Janvry, Alain & Fafchamps, M. & Sadoulet, Elisabeth, 1991. "Peasant Household Behavior with Missing Markets: Some Paradoxes Explain," CUDARE Working Papers 198579, University of California, Berkeley, Department of Agricultural and Resource Economics.
    9. Sartori, Martina & Philippidis, George & Ferrari, Emanuele & Borrelli, Pasquale & Lugato, Emanuele & Montanarella, Luca & Panagos, Panos, 2019. "A linkage between the biophysical and the economic: Assessing the global market impacts of soil erosion," Land Use Policy, Elsevier, vol. 86(C), pages 299-312.
    10. McCann, Laura & Colby, Bonnie & Easter, K. William & Kasterine, Alexander & Kuperan, K.V., 2005. "Transaction cost measurement for evaluating environmental policies," Ecological Economics, Elsevier, vol. 52(4), pages 527-542, March.
    11. Barrett, Christopher B. & Bachke, Maren E. & Bellemare, Marc F. & Michelson, Hope C. & Narayanan, Sudha & Walker, Thomas F., 2012. "Smallholder Participation in Contract Farming: Comparative Evidence from Five Countries," World Development, Elsevier, vol. 40(4), pages 715-730.
    12. Caroline Dubbert, 2019. "Participation in contract farming and farm performance: Insights from cashew farmers in Ghana," Agricultural Economics, International Association of Agricultural Economists, vol. 50(6), pages 749-763, November.
    13. Ton, Giel & Vellema, Wytse & Desiere, Sam & Weituschat, Sophia & D'Haese, Marijke, 2018. "Contract farming for improving smallholder incomes: What can we learn from effectiveness studies?," World Development, Elsevier, vol. 104(C), pages 46-64.
    14. Claudia Dislich & Elisabeth Hettig & Jan Salecker & Johannes Heinonen & Jann Lay & Katrin M Meyer & Kerstin Wiegand & Suria Tarigan, 2018. "Land-use change in oil palm dominated tropical landscapes—An agent-based model to explore ecological and socio-economic trade-offs," PLOS ONE, Public Library of Science, vol. 13(1), pages 1-20, January.
    15. Permadi, Dwiko B. & Burton, Michael & Pandit, Ram & Race, Digby & Ma, Chunbo & Mendham, Daniel & Hardiyanto, Eko B., 2018. "Socio-economic factors affecting the rate of adoption of acacia plantations by smallholders in Indonesia," Land Use Policy, Elsevier, vol. 76(C), pages 215-223.
    16. Ellen Verhofstadt & Miet Maertens, 2015. "Can Agricultural Cooperatives Reduce Poverty? Heterogeneous Impact of Cooperative Membership on Farmers' Welfare in Rwanda," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 37(1), pages 86-106.
    17. Frederico Brandão & George Schoneveld, 2021. "Oil Palm Contract Farming in Brazil: Labour Constraints and Inclusivity Challenges," Journal of Development Studies, Taylor & Francis Journals, vol. 57(8), pages 1428-1442, August.
    18. Abate, Gashaw T. & Abay, Kibrom A. & Chamberlin, Jordan & Kassim, Yumna & Spielman, David J. & Paul Jr Tabe-Ojong, Martin, 2023. "Digital tools and agricultural market transformation in Africa: Why are they not at scale yet, and what will it take to get there?," Food Policy, Elsevier, vol. 116(C).
    19. Christopher B. Barrett & Thomas Reardon & Johan Swinnen & David Zilberman, 2022. "Agri-food Value Chain Revolutions in Low- and Middle-Income Countries," Journal of Economic Literature, American Economic Association, vol. 60(4), pages 1316-1377, December.
    20. Sarah Lyon & Tad Mutersbaugh & Holly Worthen, 2017. "The triple burden: the impact of time poverty on women’s participation in coffee producer organizational governance in Mexico," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 34(2), pages 317-331, June.
    21. Castañeda, Andrés & Doan, Dung & Newhouse, David & Nguyen, Minh Cong & Uematsu, Hiroki & Azevedo, João Pedro, 2018. "A New Profile of the Global Poor," World Development, Elsevier, vol. 101(C), pages 250-267.
    22. Phil Simmons, 2002. "Overview of Smallholder Contract Farming in Developing Countries," Working Papers 02-04, Agricultural and Development Economics Division of the Food and Agriculture Organization of the United Nations (FAO - ESA).
    23. German, Laura A. & Bonanno, Anya M. & Foster, Laura Catherine & Cotula, Lorenzo, 2020. "“Inclusive business” in agriculture: Evidence from the evolution of agricultural value chains," World Development, Elsevier, vol. 134(C).
    24. Chalmers K. Mulwa & Milu Muyanga & Martine Visser, 2021. "The role of large traders in driving sustainable agricultural intensification in smallholder farms: Evidence from Kenya," Agricultural Economics, International Association of Agricultural Economists, vol. 52(2), pages 329-341, March.
    25. Muradian, Roldan & Cahyafitri, Raras & Ferrando, Tomaso & Grottera, Carolina & Jardim-Wanderley, Luiz & Krause, Torsten & Kurniawan, Nanang I. & Loft, Lasse & Nurshafira, Tadzkia & Prabawati-Suwito, D, 2025. "Will the EU deforestation-free products regulation (EUDR) reduce tropical forest loss? Insights from three producer countries," Ecological Economics, Elsevier, vol. 227(C).
    26. Thomas Berger & Christian Troost, 2014. "Agent-based Modelling of Climate Adaptation and Mitigation Options in Agriculture," Journal of Agricultural Economics, Wiley Blackwell, vol. 65(2), pages 323-348, June.
    27. Bolwig, Simon & Gibbon, Peter & Jones, Sam, 2009. "The Economics of Smallholder Organic Contract Farming in Tropical Africa," World Development, Elsevier, vol. 37(6), pages 1094-1104, June.
    28. Hill, Daniel & Gregg, Daniel & Baker, Derek, 2025. "Trading off inclusion, value, and scale within smallholder targeted value chains," World Development, Elsevier, vol. 191(C).
    29. Neilson, Jeff, 2008. "Global Private Regulation and Value-Chain Restructuring in Indonesian Smallholder Coffee Systems," World Development, Elsevier, vol. 36(9), pages 1607-1622, September.
    30. Agnes C. Rola & Ian Coxhead, 2005. "Economic development and environmental management in the uplands of Southeast Asia: challenges for policy and institutional development," Agricultural Economics, International Association of Agricultural Economists, vol. 32(s1), pages 243-256, January.
    31. Vicol, Mark & Neilson, Jeffrey & Hartatri, Diany Faila Sophia & Cooper, Peter, 2018. "Upgrading for whom? Relationship coffee, value chain interventions and rural development in Indonesia," World Development, Elsevier, vol. 110(C), pages 26-37.
    32. Key, Nigel & Runsten, David, 1999. "Contract Farming, Smallholders, and Rural Development in Latin America: The Organization of Agroprocessing Firms and the Scale of Outgrower Production," World Development, Elsevier, vol. 27(2), pages 381-401, February.
    33. Mugwagwa, Innocent & Bijman, Jos & Trienekens, Jacques, 2020. "Typology of contract farming arrangements: a transaction cost perspective," Agrekon, Agricultural Economics Association of South Africa (AEASA), vol. 59(2), March.
    34. Bellemare, Marc F. & Bloem, Jeffrey R., 2018. "Does contract farming improve welfare? A review," World Development, Elsevier, vol. 112(C), pages 259-271.
    35. Jeffrey M. Peterson & Craig M. Smith & John C. Leatherman & Nathan P. Hendricks & John A. Fox, 2015. "Transaction Costs in Payment for Environmental Service Contracts," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(1), pages 219-238.
    36. Watts, John D. & Pasaribu, Katryn & Irawan, Silvia & Tacconi, Luca & Martanila, Heni & Wiratama, Cokorda Gde Wisnu & Musthofa, Fauzan Kemal & Sugiarto, Bernadinus Steni & Manvi, Utami Putri, 2021. "Challenges faced by smallholders in achieving sustainable palm oil certification in Indonesia," World Development, Elsevier, vol. 146(C).
    37. Phan, Thu-Ha Dang & Brouwer, Roy & Davidson, Marc David, 2017. "A Global Survey and Review of the Determinants of Transaction Costs of Forestry Carbon Projects," Ecological Economics, Elsevier, vol. 133(C), pages 1-10.
    38. Cacho, Oscar J. & Lipper, Leslie & Moss, Jonathan, 2013. "Transaction costs of carbon offset projects: A comparative study," Ecological Economics, Elsevier, vol. 88(C), pages 232-243.
    39. H. Holly Wang & Yanbing Wang & Michael S. Delgado, 2014. "The Transition to Modern Agriculture: Contract Farming in Developing Economies," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(5), pages 1257-1271.
    40. de Janvry, Alain & Fafchamps, Marcel & Sadoulet, Elisabeth, 1991. "Peasant Household Behaviour with Missing Markets: Some Paradoxes Explained," Economic Journal, Royal Economic Society, vol. 101(409), pages 1400-1417, November.
    41. Evgeny Latynskiy & Thomas Berger, 2017. "Assessing the Income Effects of Group Certification for Smallholder Coffee Farmers: Agent-based Simulation in Uganda," Journal of Agricultural Economics, Wiley Blackwell, vol. 68(3), pages 727-748, September.
    42. Depoorter, Charline & Bemelmans, Janne & Marx, Axel, 2025. "The role of intermediaries in the implementation of sustainability standards. A case study of buyer-driven Rainforest Alliance certification in the Indonesian cocoa sector," World Development, Elsevier, vol. 195(C).
    43. Ola, Oreoluwa & Menapace, Luisa, 2020. "A meta-analysis understanding smallholder entry into high-value markets," World Development, Elsevier, vol. 135(C).
    44. Yann Clough & Vijesh V. Krishna & Marife D. Corre & Kevin Darras & Lisa H. Denmead & Ana Meijide & Stefan Moser & Oliver Musshoff & Stefanie Steinebach & Edzo Veldkamp & Kara Allen & Andrew D. Barnes , 2016. "Land-use choices follow profitability at the expense of ecological functions in Indonesian smallholder landscapes," Nature Communications, Nature, vol. 7(1), pages 1-12, December.
    45. Kenneth G. Cassman & Patricio Grassini, 2020. "A global perspective on sustainable intensification research," Nature Sustainability, Nature, vol. 3(4), pages 262-268, April.
    46. Nuthalapati, Chandra S.R. & Sutradhar, Rajib & Reardon, Thomas & Qaim, Matin, 2020. "Supermarket procurement and farmgate prices in India," World Development, Elsevier, vol. 134(C).
    47. Innocent Mugwagwa & Jos Bijman & Jacques Trienekens, 2020. "Typology of contract farming arrangements: a transaction cost perspective," Agrekon, Taylor & Francis Journals, vol. 59(2), pages 169-187, April.
    48. Caroline Dubbert & Awudu Abdulai & Sadick Mohammed, 2023. "Contract farming and the adoption of sustainable farm practices: Empirical evidence from cashew farmers in Ghana," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 45(1), pages 487-509, March.
    49. Cansın Arslan & Daniel Gregg & Meike Wollni, 2024. "Paying more to make less: value degrading in the coffee value chain in eastern Uganda," American Journal of Agricultural Economics, John Wiley & Sons, vol. 106(1), pages 96-117, January.
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