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A Multicriteria Analysis Approach for Evaluating the Performance of Agriculture Decision Support Systems for Sustainable Agribusiness

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  • Sophia Xiaoxia Duan

    (School of Accounting, Information Systems and Supply Chain, RMIT University, Melbourne, VIC 3000, Australia)

  • Santoso Wibowo

    (School of Engineering & Technology, CQ University, Melbourne, VIC 3000, Australia)

  • Josephine Chong

    (Department of Marketing Operations and Systems, Northumbria University, Newcastle NE7 7XA, UK)

Abstract

Agriculture decision support systems (DSSs) play an important role in facilitating evidence-based agricultural decision-making for improving agribusiness productivity. Evaluating and selecting the most appropriate agriculture DSS for sustainable agribusiness is, however, challenging due to the existence of production and marketing alternatives, a variety of objective functions from economic to lifestyle to long-term sustainability, and the subjectiveness and imprecision involved in the evaluation process. To help decision makers effectively deal with these issues, this paper presents a multicriteria analysis approach for evaluating and selecting the most appropriate agriculture DSS for sustainable agribusiness. The subjective assessments of decision makers in the evaluation process are formulated using linguistic variables approximated by fuzzy numbers. The concept based on the positive and the negative ideal solutions is applied for producing a performance index value for every agriculture DSS alternative across all evaluation criteria based on which the most appropriate agriculture DSS is. An empirical study is presented for demonstrating the step-wise process for evaluating and selecting the most appropriate agriculture DSS for sustainable agribusiness. The outcome from the performance evaluation process allows agribusinesses to effectively adopt appropriate agriculture DSSs for achieving competitive advantages.

Suggested Citation

  • Sophia Xiaoxia Duan & Santoso Wibowo & Josephine Chong, 2021. "A Multicriteria Analysis Approach for Evaluating the Performance of Agriculture Decision Support Systems for Sustainable Agribusiness," Mathematics, MDPI, vol. 9(8), pages 1-16, April.
  • Handle: RePEc:gam:jmathe:v:9:y:2021:i:8:p:884-:d:537468
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    References listed on IDEAS

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    1. Hochman, Z. & Carberry, P.S., 2011. "Emerging consensus on desirable characteristics of tools to support farmers' management of climate risk in Australia," Agricultural Systems, Elsevier, vol. 104(6), pages 441-450, July.
    2. Rose, David C. & Sutherland, William J. & Parker, Caroline & Lobley, Matt & Winter, Michael & Morris, Carol & Twining, Susan & Ffoulkes, Charles & Amano, Tatsuya & Dicks, Lynn V., 2016. "Decision support tools for agriculture: Towards effective design and delivery," Agricultural Systems, Elsevier, vol. 149(C), pages 165-174.
    3. Patchara Phochanikorn & Chunqiao Tan, 2019. "A New Extension to a Multi-Criteria Decision-Making Model for Sustainable Supplier Selection under an Intuitionistic Fuzzy Environment," Sustainability, MDPI, vol. 11(19), pages 1-24, September.
    4. Jakku, E. & Thorburn, P.J., 2010. "A conceptual framework for guiding the participatory development of agricultural decision support systems," Agricultural Systems, Elsevier, vol. 103(9), pages 675-682, November.
    5. Lundström, Christina & Lindblom, Jessica, 2018. "Considering farmers' situated knowledge of using agricultural decision support systems (AgriDSS) to Foster farming practices: The case of CropSAT," Agricultural Systems, Elsevier, vol. 159(C), pages 9-20.
    6. Vassilis C. Gerogiannis & Panos Fitsilis & Dimitra Voulgaridou & Konstantinos A. Kirytopoulos & Evi Sachini, 2010. "A case study for project and portfolio management information system selection: a group AHP-scoring model approach," International Journal of Project Organisation and Management, Inderscience Enterprises Ltd, vol. 2(4), pages 361-381.
    7. Phillips-Wren, Gloria E. & Hahn, Eugene D. & Forgionne, Guisseppi A., 2004. "A multiple-criteria framework for evaluation of decision support systems," Omega, Elsevier, vol. 32(4), pages 323-332, August.
    8. John Elkington, 2006. "Governance for Sustainability," Corporate Governance: An International Review, Wiley Blackwell, vol. 14(6), pages 522-529, November.
    9. Zhaoxia Guo & Haitao Liu & Dongqing Zhang & Jing Yang, 2017. "Green Supplier Evaluation and Selection in Apparel Manufacturing Using a Fuzzy Multi-Criteria Decision-Making Approach," Sustainability, MDPI, vol. 9(4), pages 1-13, April.
    10. Anquan Zou & Sophia Xiaoxia Duan & Hepu Deng, 2019. "Multicriteria Decision Making for Evaluating and Selecting Information Systems Projects: A Sustainability Perspective," Sustainability, MDPI, vol. 11(2), pages 1-13, January.
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    Cited by:

    1. Jiangning Cao & Yasir Ahmed Solangi, 2023. "Analyzing and Prioritizing the Barriers and Solutions of Sustainable Agriculture for Promoting Sustainable Development Goals in China," Sustainability, MDPI, vol. 15(10), pages 1-22, May.

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