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Impact of demand information sharing on organic farming adoption: An evolutionary game approach

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  • Yu, Yanan
  • He, Yong
  • Zhao, Xuan

Abstract

Consumer demand information on healthy food can be readily collected and shared through big data technologies. However, the impact of demand information sharing on the evolution of organic farming is still less understood. Consequently, we use the evolutionary game approach to study the long-term effect of information sharing on the producers’ organic farming adoption based on the profit matrix. Considering that the retailer has some private demand information, the basic models as Stackelberg games in normal forms consisting of one retailer and one producer under information symmetry and information asymmetry are established to form the profit matrix. We also employ the method of cooperation on the forecast to realize information sharing and analyze the advantages and disadvantages of information sharing. Then, we analyze the evolutionarily stable strategy of several producers and retailers playing as a two-player game. The results indicate that (Conversion, Sharing) equilibrium can be easier to achieve with higher customers’ green preference and lower effort cost, whereas (Conversion, Nonsharing) equilibrium can be easier to achieve with more accurate forecast information. More importantly, a higher initial conversion state prompts the retailers to evolve to sharing more quickly and vice versa.

Suggested Citation

  • Yu, Yanan & He, Yong & Zhao, Xuan, 2021. "Impact of demand information sharing on organic farming adoption: An evolutionary game approach," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
  • Handle: RePEc:eee:tefoso:v:172:y:2021:i:c:s0040162521004339
    DOI: 10.1016/j.techfore.2021.121001
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    as
    1. d'Aspremont, Claude & Jacquemin, Alexis, 1988. "Cooperative and Noncooperative R&D in Duopoly with Spillovers," American Economic Review, American Economic Association, vol. 78(5), pages 1133-1137, December.
    2. Bravo-Monroy, L. & Potts, S.G. & Tzanopoulos, J., 2016. "Drivers influencing farmer decisions for adopting organic or conventional coffee management practices," Food Policy, Elsevier, vol. 58(C), pages 49-61.
    3. Hau L. Lee & Kut C. So & Christopher S. Tang, 2000. "The Value of Information Sharing in a Two-Level Supply Chain," Management Science, INFORMS, vol. 46(5), pages 626-643, May.
    4. Yenipazarli, Arda, 2017. "To collaborate or not to collaborate: Prompting upstream eco-efficient innovation in a supply chain," European Journal of Operational Research, Elsevier, vol. 260(2), pages 571-587.
    5. Gal-Or, Esther, 1985. "Information Sharing in Oligopoly," Econometrica, Econometric Society, vol. 53(2), pages 329-343, March.
    6. Zhenling Cui & Hongyan Zhang & Xinping Chen & Chaochun Zhang & Wenqi Ma & Chengdong Huang & Weifeng Zhang & Guohua Mi & Yuxin Miao & Xiaolin Li & Qiang Gao & Jianchang Yang & Zhaohui Wang & Youliang Y, 2018. "Pursuing sustainable productivity with millions of smallholder farmers," Nature, Nature, vol. 555(7696), pages 363-366, March.
    7. Hong, Zhaofu & Guo, Xiaolong, 2019. "Green product supply chain contracts considering environmental responsibilities," Omega, Elsevier, vol. 83(C), pages 155-166.
    8. John Cranfield & Spencer Henson & James Holliday, 2010. "The motives, benefits, and problems of conversion to organic production," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 27(3), pages 291-306, September.
    9. Kathryn Boys & David Willis & Carlos Carpio, 2014. "Consumer willingness to pay for organic and locally grown produce on Dominica: insights into the potential for an “Organic Island”," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 16(3), pages 595-617, June.
    10. Stefano Pogutz & Monika I. Winn, 2016. "Cultivating Ecological Knowledge for Corporate Sustainability: Barilla's Innovative Approach to Sustainable Farming," Business Strategy and the Environment, Wiley Blackwell, vol. 25(6), pages 435-448, September.
    11. 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.
    12. Lode Li, 2002. "Information Sharing in a Supply Chain with Horizontal Competition," Management Science, INFORMS, vol. 48(9), pages 1196-1212, September.
    13. Jean-Charles Rochet & Jean Tirole, 2002. "Cooperation Among Competitors: Some Economics Of Payment Card Associations," RAND Journal of Economics, The RAND Corporation, vol. 33(4), pages 549-570, Winter.
    14. Sechan Oh & Özalp Özer, 2013. "Mechanism Design for Capacity Planning Under Dynamic Evolutions of Asymmetric Demand Forecasts," Management Science, INFORMS, vol. 59(4), pages 987-1007, April.
    15. Friedman, Daniel, 1991. "Evolutionary Games in Economics," Econometrica, Econometric Society, vol. 59(3), pages 637-666, May.
    16. Surabhi Mittal & Sanjay Gandhi & Gaurav Tripathi, "undated". "Socio-Economic Impact of Mobile Phones on Indian Agriculture," Indian Council for Research on International Economic Relations, New Delhi Working Papers 246, Indian Council for Research on International Economic Relations, New Delhi, India.
    17. Muhammad Bello & Awudu Abdulai, 2018. "The use of a hybrid latent class approach to identify consumer segments and market potential for organic products in Nigeria," Agribusiness, John Wiley & Sons, Ltd., vol. 34(2), pages 190-203, March.
    18. Kumar Jena, Sarat & Sarmah, S.P, 2014. "Price competition and co-operation in a duopoly closed-loop supply chain," International Journal of Production Economics, Elsevier, vol. 156(C), pages 346-360.
    19. Chen, Jen-Yi & Dimitrov, Stanko & Pun, Hubert, 2019. "The impact of government subsidy on supply Chains’ sustainability innovation," Omega, Elsevier, vol. 86(C), pages 42-58.
    20. Lai, Xiaofan & Tao, Yi & Wang, Fan & Zou, Zongbao, 2019. "Sustainability investment in maritime supply chain with risk behavior and information sharing," International Journal of Production Economics, Elsevier, vol. 218(C), pages 16-29.
    21. Wu, Jianghua & Zhai, Xin & Huang, Zhimin, 2008. "Incentives for information sharing in duopoly with capacity constraints," Omega, Elsevier, vol. 36(6), pages 963-975, December.
    22. Zhao, Rui & Zhou, Xiao & Han, Jiaojie & Liu, Chengliang, 2016. "For the sustainable performance of the carbon reduction labeling policies under an evolutionary game simulation," Technological Forecasting and Social Change, Elsevier, vol. 112(C), pages 262-274.
    23. Qiao†Chu He & Ying†Ju Chen & Zuo†Jun Shen, 2018. "On the Formation of Producers’ Information†Sharing Coalitions," Production and Operations Management, Production and Operations Management Society, vol. 27(5), pages 917-927, May.
    24. Arya, Anil & Mittendorf, Brian, 2013. "Discretionary disclosure in the presence of dual distribution channels," Journal of Accounting and Economics, Elsevier, vol. 55(2), pages 168-182.
    25. Esther Gal-Or & Tansev Geylani & Anthony J. Dukes, 2008. "Information Sharing in a Channel with Partially Informed Retailers," Marketing Science, INFORMS, vol. 27(4), pages 642-658, 07-08.
    26. Mzoughi, Naoufel, 2011. "Farmers adoption of integrated crop protection and organic farming: Do moral and social concerns matter?," Ecological Economics, Elsevier, vol. 70(8), pages 1536-1545, June.
    27. Francesco Paolo Appio & Antonella Martini & Silvia Massa & Stefania Testa, 2017. "Collaborative network of firms: antecedents and state-of-the-art properties," International Journal of Production Research, Taylor & Francis Journals, vol. 55(7), pages 2121-2134, April.
    28. Frank Eyhorn & Adrian Muller & John P. Reganold & Emile Frison & Hans R. Herren & Louise Luttikholt & Alexander Mueller & Jürn Sanders & Nadia El-Hage Scialabba & Verena Seufert & Pete Smith, 2019. "Sustainability in global agriculture driven by organic farming," Nature Sustainability, Nature, vol. 2(4), pages 253-255, April.
    29. He, Peng & He, Yong & Xu, Feifei, 2018. "Evolutionary analysis of sustainable tourism," Annals of Tourism Research, Elsevier, vol. 69(C), pages 76-89.
    30. Marcel Fafchamps & Bart Minten, 2012. "Impact of SMS-Based Agricultural Information on Indian Farmers," The World Bank Economic Review, World Bank, vol. 26(3), pages 383-414.
    31. Chen, Yi & Ding, Shuai & Zheng, Handong & Zhang, Youtao & Yang, Shanlin, 2018. "Exploring diffusion strategies for mHealth promotion using evolutionary game model," Applied Mathematics and Computation, Elsevier, vol. 336(C), pages 148-161.
    32. Roma, Paolo & Perrone, Giovanni, 2016. "Cooperation among competitors: A comparison of cost-sharing mechanisms," International Journal of Production Economics, Elsevier, vol. 180(C), pages 172-182.
    33. Bin Shen & Hau-Ling Chan, 2017. "Forecast Information Sharing for Managing Supply Chains in the Big Data Era: Recent Development and Future Research," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 34(01), pages 1-26, February.
    34. Chris Parker & Kamalini Ramdas & Nicos Savva, 2016. "Is IT Enough? Evidence from a Natural Experiment in India’s Agriculture Markets," Management Science, INFORMS, vol. 62(9), pages 2481-2503, September.
    35. Andow, D.A. & Resende Filho, M.A. & Carneiro, R.G. & Lorena, D.R. & Sujii, E.R. & Alves, R.T., 2017. "Heterogeneity in Intention to Adopt Organic Strawberry Production Practices Among Producers in the Federal District, Brazil," Ecological Economics, Elsevier, vol. 140(C), pages 177-189.
    36. Tong Wang & Atalay Atasu & Mümin Kurtuluş, 2012. "A Multiordering Newsvendor Model with Dynamic Forecast Evolution," Manufacturing & Service Operations Management, INFORMS, vol. 14(3), pages 472-484, July.
    37. Z. Justin Ren & Morris A. Cohen & Teck H. Ho & Christian Terwiesch, 2010. "Information Sharing in a Long-Term Supply Chain Relationship: The Role of Customer Review Strategy," Operations Research, INFORMS, vol. 58(1), pages 81-93, February.
    38. Nicky J. Welton & Howard H. Z. Thom, 2015. "Value of Information," Medical Decision Making, , vol. 35(5), pages 564-566, July.
    39. Misa Aoki, 2014. "Motivations for organic farming in tourist regions: a case study in Nepal," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 16(1), pages 181-193, February.
    40. Chen, Xu & Wang, Xiaojun & Zhou, Mingmei, 2019. "Firms’ green R&D cooperation behaviour in a supply chain: Technological spillover, power and coordination," International Journal of Production Economics, Elsevier, vol. 218(C), pages 118-134.
    41. Snider, Anna & Gutiérrez, Isabel & Sibelet, Nicole & Faure, Guy, 2017. "Small farmer cooperatives and voluntary coffee certifications: Rewarding progressive farmers of engendering widespread change in Costa Rica?," Food Policy, Elsevier, vol. 69(C), pages 231-242.
    42. Kreps, David M., 1990. "Game Theory and Economic Modelling," OUP Catalogue, Oxford University Press, number 9780198283812, Decembrie.
    43. Chen, Jingxian & Liang, Liang & Yang, Feng, 2015. "Cooperative quality investment in outsourcing," International Journal of Production Economics, Elsevier, vol. 162(C), pages 174-191.
    44. Maryam Esmaeili & Ghazaleh Allameh & Taraneh Tajvidi, 2016. "Using game theory for analysing pricing models in closed-loop supply chain from short- and long-term perspectives," International Journal of Production Research, Taylor & Francis Journals, vol. 54(7), pages 2152-2169, April.
    45. Gérard P. Cachon & Marshall Fisher, 2000. "Supply Chain Inventory Management and the Value of Shared Information," Management Science, INFORMS, vol. 46(8), pages 1032-1048, August.
    46. Jialu Li & Meiying Yang & Wei Xing & Xuan Zhao, 2018. "Information Acquisition Behavior: An Evolutionary Game Theory Perspective," Dynamic Games and Applications, Springer, vol. 8(2), pages 434-455, June.
    47. Li, Deng-Feng, 2011. "Linear programming approach to solve interval-valued matrix games," Omega, Elsevier, vol. 39(6), pages 655-666, December.
    48. Ying-Ju Chen & Christopher S. Tang, 2015. "The Economic Value of Market Information for Farmers in Developing Economies," Production and Operations Management, Production and Operations Management Society, vol. 24(9), pages 1441-1452, September.
    49. Lin Hao & Yong Tan, 2019. "Who Wants Consumers to Be Informed? Facilitating Information Disclosure in a Distribution Channel," Service Science, INFORMS, vol. 30(1), pages 34-49, March.
    50. Veldstra, Michael D. & Alexander, Corinne E. & Marshall, Maria I., 2014. "To certify or not to certify? Separating the organic production and certification decisions," Food Policy, Elsevier, vol. 49(P2), pages 429-436.
    51. Christopher S. Tang & Yulan Wang & Ming Zhao, 2015. "The Implications of Utilizing Market Information and Adopting Agricultural Advice for Farmers in Developing Economies," Production and Operations Management, Production and Operations Management Society, vol. 24(8), pages 1197-1215, August.
    52. Vachon, Stephan & Klassen, Robert D., 2008. "Environmental management and manufacturing performance: The role of collaboration in the supply chain," International Journal of Production Economics, Elsevier, vol. 111(2), pages 299-315, February.
    53. Laura Seppänen & Juha Helenius, 2004. "Do inspection practices in organic agriculture serve organic values? A case study from Finland," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 21(1), pages 1-13, March.
    54. Albert Y. Ha & Shilu Tong, 2008. "Contracting and Information Sharing Under Supply Chain Competition," Management Science, INFORMS, vol. 54(4), pages 701-715, April.
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