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Enabling socially responsible operations: A decision-making model for a firm contracting with decision-biased smallholders

Author

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  • Nilanjan Dutta

    (Indian Institute of Technology Madras)

  • Arshinder Kaur

    (Indian Institute of Technology Madras)

Abstract

Small farmers in emerging economies face numerous constraints, including financial distress and limited access to profitable markets. Thus, procurement contracts having provisions for resource inputs are essential in linking them to the mainstream agri-supply chains. Consequently, we frame a decision-making model for a risk-neutral firm offering advance payment contracts to such credit-constrained smallholders. The firm allows them to commit their supply quantities and pays a fraction of the per-unit guaranteed price for the crop as advance. Behaviorally, the decision-biased farmers are loss-averse and hyperbolic discounters. They have a subjective perception of crop yield based on the (timing of) advance. Our model establishes a criterion for the firm to shortlist the farmers for contracting. Subsequently, it predicts their commitment quantities under limited information on their behavioral parameters using the Prospect Theory framework. Under the model assumptions, we calculate the upper and lower bounds on their commitment quantities, thereby establishing the limits on the firm’s production quantity and profitability. Lastly, our model determines the optimal timing for paying the advances to the eligible farmers using two different strategies. The first favors a firm’s profit maximization objective, while the second maximizes its marginal cost savings from contracting over spot buying. Through analytical and numerical calculations, we establish that the latter approach significantly raises the farmers’ utilities without severely affecting the firm’s profit. Thus, making it fit for a social entrepreneur on a mission to create a socially responsible and economically viable procurement strategy.

Suggested Citation

  • Nilanjan Dutta & Arshinder Kaur, 2023. "Enabling socially responsible operations: A decision-making model for a firm contracting with decision-biased smallholders," Annals of Operations Research, Springer, vol. 320(1), pages 509-533, January.
  • Handle: RePEc:spr:annopr:v:320:y:2023:i:1:d:10.1007_s10479-022-04899-7
    DOI: 10.1007/s10479-022-04899-7
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    as
    1. Nicholas C. Petruzzi & Maqbool Dada, 1999. "Pricing and the Newsvendor Problem: A Review with Extensions," Operations Research, INFORMS, vol. 47(2), pages 183-194, April.
    2. Botond Kőszegi & Matthew Rabin, 2006. "A Model of Reference-Dependent Preferences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(4), pages 1133-1165.
    3. 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).
    4. Balcombe, Kelvin & Bardsley, Nicholas & Dadzie, Sam & Fraser, Iain, 2019. "Estimating parametric loss aversion with prospect theory: Recognising and dealing with size dependence," Journal of Economic Behavior & Organization, Elsevier, vol. 162(C), pages 106-119.
    5. Maurice E. Schweitzer & Gérard P. Cachon, 2000. "Decision Bias in the Newsvendor Problem with a Known Demand Distribution: Experimental Evidence," Management Science, INFORMS, vol. 46(3), pages 404-420, March.
    6. Niu, Baozhuang & Jin, Delong & Pu, Xujin, 2016. "Coordination of channel members’ efforts and utilities in contract farming operations," European Journal of Operational Research, Elsevier, vol. 255(3), pages 869-883.
    7. Yuki Tanaka & Alistair Munro, 2014. "Regional Variation in Risk and Time Preferences: Evidence from a Large-scale Field Experiment in Rural Uganda," Journal of African Economies, Centre for the Study of African Economies, vol. 23(1), pages 151-187.
    8. Quang Nguyen & Colin Camerer & Tomomi Tanaka, 2010. "Risk and Time Preferences Linking Experimental and Household Data from Vietnam," Post-Print halshs-00547090, HAL.
    9. Herweg, Fabian, 2013. "The expectation-based loss-averse newsvendor," Economics Letters, Elsevier, vol. 120(3), pages 429-432.
    10. ManMohan S. Sodhi, 2015. "Conceptualizing Social Responsibility in Operations Via Stakeholder Resource-Based View," Production and Operations Management, Production and Operations Management Society, vol. 24(9), pages 1375-1389, September.
    11. Lana A. Repar & Stephen Onakuse & Joe Bogue & Ana Afonso, 2018. "Key challenges in Malawi’s paprika supply chain: new insights into contract farming," Development in Practice, Taylor & Francis Journals, vol. 28(2), pages 227-241, February.
    12. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    13. Géraldine Bocquého & Florence Jacquet & Arnaud Reynaud, 2014. "Expected utility or prospect theory maximisers? Assessing farmers' risk behaviour from field-experiment data," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 41(1), pages 135-172, February.
    14. Chen-Nan Liao & Ying-Ju Chen & Christopher S. Tang, 2019. "Information Provision Policies for Improving Farmer Welfare in Developing Countries: Heterogeneous Farmers and Market Selection," Manufacturing & Service Operations Management, INFORMS, vol. 21(2), pages 254-270, May.
    15. Tang, Christopher S. & Sodhi, ManMohan S. & Formentini, Marco, 2016. "An analysis of partially-guaranteed-price contracts between farmers and agri-food companies," European Journal of Operational Research, Elsevier, vol. 254(3), pages 1063-1073.
    16. Reardon, Thomas & Barrett, Christopher B. & Berdegué, Julio A. & Swinnen, Johan F.M., 2009. "Agrifood Industry Transformation and Small Farmers in Developing Countries," World Development, Elsevier, vol. 37(11), pages 1717-1727, November.
    17. Awi Federgruen & Upmanu Lall & A. Serdar Şimşek, 2019. "Supply Chain Analysis of Contract Farming," Manufacturing & Service Operations Management, INFORMS, vol. 21(2), pages 361-378, April.
    18. Jianjun Jin & Tong Xuhong & Xinyu Wan & Rui He & Foyuan Kuang & Jing Ning, 2020. "Farmers’ risk aversion, loss aversion and climate change adaptation strategies in Wushen Banner, China," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 63(14), pages 2593-2606, December.
    19. Ming Hu & Yan Liu & Wenbin Wang, 2019. "Socially Beneficial Rationality: The Value of Strategic Farmers, Social Entrepreneurs, and For-Profit Firms in Crop Planting Decisions," Management Science, INFORMS, vol. 65(8), pages 3654-3672, August.
    20. Anderson, Edward & Monjardino, Marta, 2019. "Contract design in agriculture supply chains with random yield," European Journal of Operational Research, Elsevier, vol. 277(3), pages 1072-1082.
    21. Kuiti, Mithu Rani & Ghosh, Debabrata & Basu, Preetam & Bisi, Arnab, 2020. "Do cap-and-trade policies drive environmental and social goals in supply chains: Strategic decisions, collaboration, and contract choices," International Journal of Production Economics, Elsevier, vol. 223(C).
    22. Xiaoyang Long & Javad Nasiry, 2015. "Prospect Theory Explains Newsvendor Behavior: The Role of Reference Points," Management Science, INFORMS, vol. 61(12), pages 3009-3012, December.
    23. Jimena Gonzalez-Ramirez & Poonam Arora & Guillermo Podesta, 2018. "Using Insights from Prospect Theory to Enhance Sustainable Decision Making by Agribusinesses in Argentina," Sustainability, MDPI, vol. 10(8), pages 1-15, August.
    24. Onur Boyabatlı & Paul R. Kleindorfer & Stephen R. Koontz, 2011. "Integrating Long-Term and Short-Term Contracting in Beef Supply Chains," Management Science, INFORMS, vol. 57(10), pages 1771-1787, October.
    25. Alan P. Ker & Keith Coble, 2003. "Modeling Conditional Yield Densities," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(2), pages 291-304.
    26. Qing Zhang & Juan Li & Tiaojun Xiao, 2022. "Contract design for technology sharing between two farmers," Annals of Operations Research, Springer, vol. 314(2), pages 677-707, July.
    27. D. G. Mogale & Sri Krishna Kumar & Manoj Kumar Tiwari, 2020. "Green food supply chain design considering risk and post-harvest losses: a case study," Annals of Operations Research, Springer, vol. 295(1), pages 257-284, December.
    28. Tomomi Tanaka & Colin F. Camerer & Quang Nguyen, 2010. "Risk and Time Preferences: Linking Experimental and Household Survey Data from Vietnam," American Economic Review, American Economic Association, vol. 100(1), pages 557-571, March.
    29. Hung Khanh Nguyen & Raymond Chiong & Manuel Chica & Richard Middleton & Dung Thi Kim Pham, 2019. "Contract Farming in the Mekong Delta's Rice Supply Chain: Insights from an Agent-Based Modeling Study," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 22(3), pages 1-1.
    30. ManMohan S. Sodhi & Christopher S. Tang, 2014. "Supply-Chain Research Opportunities with the Poor as Suppliers or Distributors in Developing Countries," Production and Operations Management, Production and Operations Management Society, vol. 23(9), pages 1483-1494, September.
    31. Marsh, Sally P & MacAulay, T. Gordon, 2002. "Land reform and the development of commercial agriculture in Vietnam: policy and issues," Australasian Agribusiness Review, University of Melbourne, Department of Agriculture and Food Systems, vol. 10, pages 1-19, April.
    32. Amirmohsen Golmohammadi & Elkafi Hassini, 2018. "A two-period sourcing model with demand and supply risks," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 69(7), pages 1077-1095, July.
    33. Thomas Reardon & Julio A. Berdegué, 2002. "The Rapid Rise of Supermarkets in Latin America: Challenges and Opportunities for Development," Development Policy Review, Overseas Development Institute, vol. 20(4), pages 371-388, September.
    34. Gemma Berenguer & Pinar Keskinocak & J. George Shanthikumar & Jayashankar M. Swaminathan & Luk Van Wassenhove & Chen-Nan Liao & Ying-Ju Chen, 2017. "Farmers' Information Management in Developing Countries—A Highly Asymmetric Information Structure," Production and Operations Management, Production and Operations Management Society, vol. 26(6), pages 1207-1220, June.
    35. Jaehyung An & Soo-Haeng Cho & Christopher S. Tang, 2015. "Aggregating Smallholder Farmers in Emerging Economies," Production and Operations Management, Production and Operations Management Society, vol. 24(9), pages 1414-1429, September.
    36. Xiang Li & Yongjian Li, 2016. "On lot-sizing problem in a random yield production system under loss aversion," Annals of Operations Research, Springer, vol. 240(2), pages 415-434, May.
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