Integrated modeling of extended agro-food supply chains: A systems approach

被引:60
|
作者
Taghikhah, Firouzeh [1 ]
Voinov, Alexey [1 ,2 ]
Shukla, Nagesh [1 ]
Filatova, Tatiana [1 ,2 ]
Anufriev, Mikhail [3 ]
机构
[1] Univ Technol Sydney, Fac Engn & Informat Technol, Sch Informat Syst & Modelling, Ctr Persuas Syst Wise Adapt Living, Sydney, NSW 2007, Australia
[2] Univ Twente, Enschede, Netherlands
[3] Univ Technol Sydney, Business Sch, Econ Discipline Grp, Sydney, NSW, Australia
关键词
Multi-agent systems; Organic food; Environmental behavior; Sustainability; Supply chain management; CONSUMER-BEHAVIOR; ENVIRONMENTAL IMPACTS; FOOD-CONSUMPTION; ORGANIC FOOD; INDUSTRY; DESIGN; ASSOCIATION; CHALLENGES; MANAGEMENT; PESTICIDE;
D O I
10.1016/j.ejor.2020.06.036
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The current intense food production-consumption is one of the main sources of environmental pollution and contributes to anthropogenic greenhouse gas emissions. Organic farming is a potential way to reduce environmental impacts by excluding synthetic pesticides and fertilizers from the process. Despite ecological benefits, it is unlikely that conversion to organic can be financially viable for farmers, without additional support and incentives from consumers. This study models the interplay between consumer preferences and socio-environmental issues related to agriculture and food production. We operationalize the novel concept of extended agro-food supply chain and simulate adaptive behavior of farmers, food processors, retailers, and customers. Not only the operational factors (e.g., price, quantity, and lead time), but also the behavioral factors (e.g., attitude, perceived control, social norms, habits, and personal goals) of the food suppliers and consumers are considered in order to foster organic farming. We propose an integrated approach combining agent-based, discrete-event, and system dynamics modeling for a case of wine supply chain. Findings demonstrate the feasibility and superiority of the proposed model over the traditional sustainable supply chain models in incorporating the feedback between consumers and producers and analyzing management scenarios that can urge farmers to expand organic agriculture. Results further indicate that demand-side participation in transition pathways towards sustainable agriculture can become a time-consuming effort if not accompanied by the middle actors between consumers and farmers. In practice, our proposed model may serve as a decision-support tool to guide evidence-based policymaking in the food and agriculture sector. (C) 2020 Elsevier B.V. All rights reserved.
引用
收藏
页码:852 / 868
页数:17
相关论文
共 50 条
  • [41] A systematic literature review of the agro-food supply chain: Challenges, network design, and performance measurement perspectives
    Yadav, Vinay Surendra
    Singh, A. R.
    Gunasekaran, Angappa
    Raut, Rakesh D.
    Narkhede, Balkrishna E.
    SUSTAINABLE PRODUCTION AND CONSUMPTION, 2022, 29 : 685 - 704
  • [42] Resilience and Digitalization in Short Food Supply Chains: A Case Study Approach
    Michel-Villarreal, Rosario
    Vilalta-Perdomo, Eliseo Luis
    Canavari, Maurizio
    Hingley, Martin
    SUSTAINABILITY, 2021, 13 (11)
  • [43] Analysis of factors affecting cross-boundary knowledge mobilization in agri-food supply chains: An integrated approach
    Zhao, Guoqing
    Chen, Huilan
    Liu, Shaofeng
    Dennehy, Denis
    Jones, Paul
    Lopez, Carmen
    JOURNAL OF BUSINESS RESEARCH, 2023, 164
  • [44] A stochastic approach for integrated production and distribution planning in dairy supply chains
    Guarnaschelli, Armando
    Enrique Salomone, Hector
    Mendez, Carlos A.
    COMPUTERS & CHEMICAL ENGINEERING, 2020, 140
  • [45] Systems for sustainability and transparency of food supply chains - Current status and challenges
    Wognum, P. M.
    Bremmers, Harry
    Trienekens, Jacques H.
    van der Vorst, Jack G. A. J.
    Bloemhof, Jacqueline M.
    ADVANCED ENGINEERING INFORMATICS, 2011, 25 (01) : 65 - 76
  • [46] Food Supply Chains as Cyber-Physical Systems: a Path for More Sustainable Personalized Nutrition
    Smetana, Sergiy
    Aganovic, Kemal
    Heinz, Volker
    FOOD ENGINEERING REVIEWS, 2021, 13 (01) : 92 - 103
  • [47] Scenario-Based Model for the Location of Multiple Uncapacitated Facilities: Case Study in an Agro-Food Supply Chain
    Pablo Mendoza-Ortega, Gean
    Soto, Manuel
    Ruiz-Meza, Jose
    Salgado, Rodrigo
    Torregroza, Angelica
    APPLIED COMPUTER SCIENCES IN ENGINEERING, WEA 2021, 2021, 1431 : 386 - 398
  • [48] Group decision making model for selection of performance indicators for sustainable supplier evaluation in agro-food supply chain
    Sharma, Rashi
    Kannan, Devika
    Darbari, Jyoti Dhingra
    Jha, P. C.
    INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2024, 277
  • [49] Digital Twins of Supply Chains: A Systems Approach
    Jesus, Vitor
    Kalaitzi, Dimitra
    Batista, Luciano
    Leal Lopez, Nestor
    IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 2024, 71 : 14915 - 14932
  • [50] Hybrid approach for the integrated scheduling of production and transport processes along supply chains
    Frazzon, Enzo Morosini
    Albrecht, Andre
    Pires, Matheus
    Israel, Eduardo
    Kueck, Mirko
    Freitag, Michael
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2018, 56 (05) : 2019 - 2035