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Explaining Environmental Sustainability in Supply Chains Using Graph Theory

Author

Listed:
  • Zongwei Luo

    (Southern University of Science and Technology of China)

  • Rameshwar Dubey

    (Southern University of Science and Technology of China
    Montpellier Research in Management)

  • Thanos Papadopoulos

    (University of Kent)

  • Benjamin Hazen

    (Air Force Institute of Technology)

  • David Roubaud

    (Montpellier Research in Management)

Abstract

The need for theory building in environmental supply chains has been at the centre of many discussions in recent years. Existing research, however, does not typically consider methods that aim at theory generation. Current methods such as econometric modelling or structural equation modelling face challenges related to how causality is established due to potential issues regarding cross-sectional data sets. To address this gap, this paper suggests a total interpretive structural modelling based approach. We use graph theory logic to synthesize expert interpretations in the form of a theoretical supply chain model. This method may prove to be an alternative method to econometric based modelling or structural equation modelling. We provide an application of the method in exploring the drivers of low carbon supply chain and their relationships. Limitations and future research opportunities are also provided.

Suggested Citation

  • Zongwei Luo & Rameshwar Dubey & Thanos Papadopoulos & Benjamin Hazen & David Roubaud, 2018. "Explaining Environmental Sustainability in Supply Chains Using Graph Theory," Computational Economics, Springer;Society for Computational Economics, vol. 52(4), pages 1257-1275, December.
  • Handle: RePEc:kap:compec:v:52:y:2018:i:4:d:10.1007_s10614-017-9688-2
    DOI: 10.1007/s10614-017-9688-2
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    as
    1. Yuhong Wang & Xin Yao & Pengfei Yuan, 2015. "Strategic Adjustment of China’s Power Generation Capacity Structure Under the Constraint of Carbon Emission," Computational Economics, Springer;Society for Computational Economics, vol. 46(3), pages 421-435, October.
    2. Anonymous, 2015. "Notes from the Editors," American Political Science Review, Cambridge University Press, vol. 109(2), pages 1-1, May.
    3. Gopalakrishnan, Kavitha & Yusuf, Yahaya Y. & Musa, Ahmed & Abubakar, Tijjani & Ambursa, Hafsat M., 2012. "Sustainable supply chain management: A case study of British Aerospace (BAe) Systems," International Journal of Production Economics, Elsevier, vol. 140(1), pages 193-203.
    4. Jabbour, Charbel José Chiappetta & Neto, Angelo Saturnino & Gobbo, José Alcides & Ribeiro, Maisa de Souza & Jabbour, Ana Beatriz Lopes de Sousa, 2015. "“Eco-innovations in more sustainable supply chains for a low-carbon economy: A multiple case study of human critical success factors in Brazilian leading companies”," International Journal of Production Economics, Elsevier, vol. 164(C), pages 245-257.
    5. Sushil, 2018. "How to check correctness of total interpretive structural models?," Annals of Operations Research, Springer, vol. 270(1), pages 473-487, November.
    6. Neetu Yadav, 2014. "Total interpretive structural modelling (TISM) of strategic performance management for Indian telecom service providers," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 63(4), pages 421-445, April.
    7. Tsan-Ming Choi & T. C. E. Cheng & Xiande Zhao & Aravind Chandrasekaran & Kevin Linderman & Fabian J. Sting & Mary J. Benner, 2016. "Managing R&D Project Shifts in High-Tech Organizations: A Multi-Method Study," Production and Operations Management, Production and Operations Management Society, vol. 25(3), pages 390-416, March.
    8. Anonymous, 2015. "Notes from the Editors," American Political Science Review, Cambridge University Press, vol. 109(4), pages 1-1, November.
    9. Scott R. Colwell & Ashwin W. Joshi, 2013. "Corporate Ecological Responsiveness: Antecedent Effects of Institutional Pressure and Top Management Commitment and Their Impact on Organizational Performance," Business Strategy and the Environment, Wiley Blackwell, vol. 22(2), pages 73-91, February.
    10. Lee Matthews & Damien Power & Anne Touboulic & Leonardo Marques, 2016. "Building Bridges: Toward Alternative Theory of Sustainable Supply Chain Management," Journal of Supply Chain Management, Institute for Supply Management, vol. 52(1), pages 82-94, January.
    11. Plambeck, Erica L., 2012. "Reducing greenhouse gas emissions through operations and supply chain management," Energy Economics, Elsevier, vol. 34(S1), pages 64-74.
    12. Yang, Ma Ga (Mark) & Hong, Paul & Modi, Sachin B., 2011. "Impact of lean manufacturing and environmental management on business performance: An empirical study of manufacturing firms," International Journal of Production Economics, Elsevier, vol. 129(2), pages 251-261, February.
    13. Ma-Lin Song & Yuan-Xiang Zhou, 2015. "Analysis of Carbon Emissions and Their Influence Factors Based on Data from Anhui of China," Computational Economics, Springer;Society for Computational Economics, vol. 46(3), pages 359-374, October.
    14. Yanlong Zhang, 2015. "Partially and Wholly Overlapping Networks: The Evolutionary Dynamics of Social Dilemmas on Social Networks," Computational Economics, Springer;Society for Computational Economics, vol. 46(1), pages 1-14, June.
    15. Sundarakani, Balan & de Souza, Robert & Goh, Mark & Wagner, Stephan M. & Manikandan, Sushmera, 2010. "Modeling carbon footprints across the supply chain," International Journal of Production Economics, Elsevier, vol. 128(1), pages 43-50, November.
    16. Sarkis, Joseph & Zhu, Qinghua & Lai, Kee-hung, 2011. "An organizational theoretic review of green supply chain management literature," International Journal of Production Economics, Elsevier, vol. 130(1), pages 1-15, March.
    17. Anonymous, 2015. "Notes from the Editors," American Political Science Review, Cambridge University Press, vol. 109(3), pages 1-1, August.
    18. Govindan, Kannan & Soleimani, Hamed & Kannan, Devika, 2015. "Reverse logistics and closed-loop supply chain: A comprehensive review to explore the future," European Journal of Operational Research, Elsevier, vol. 240(3), pages 603-626.
    19. Jie Wu & Malin Song & Li Yang, 2015. "Advances in energy and environmental issues in China: theory, models, and applications," Annals of Operations Research, Springer, vol. 228(1), pages 1-8, May.
    20. Christine Oliver, 1997. "Sustainable competitive advantage: combining institutional and resource‐based views," Strategic Management Journal, Wiley Blackwell, vol. 18(9), pages 697-713, October.
    21. Ning Zhang & Fanbin Kong & Chih-Chun Kung, 2015. "On Modeling Environmental Production Characteristics: A Slacks-Based Measure for China’s Poyang Lake Ecological Economics Zone," Computational Economics, Springer;Society for Computational Economics, vol. 46(3), pages 389-404, October.
    22. Anonymous, 2015. "Notes from the Editors," American Political Science Review, Cambridge University Press, vol. 109(1), pages 1-1, February.
    23. Devendra K. Yadav & Akhilesh Barve, 2016. "Modeling Post-disaster Challenges of Humanitarian Supply Chains: A TISM Approach," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 17(3), pages 321-340, September.
    24. Hannon, Matthew J. & Foxon, Timothy J. & Gale, William F., 2013. "The co-evolutionary relationship between Energy Service Companies and the UK energy system: Implications for a low-carbon transition," Energy Policy, Elsevier, vol. 61(C), pages 1031-1045.
    25. Seles, Bruno Michel Roman Pais & de Sousa Jabbour, Ana Beatriz Lopes & Jabbour, Charbel José Chiappetta & Dangelico, Rosa Maria, 2016. "The green bullwhip effect, the diffusion of green supply chain practices, and institutional pressures: Evidence from the automotive sector," International Journal of Production Economics, Elsevier, vol. 182(C), pages 342-355.
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    Cited by:

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    2. Mauro Lizot & Pedro Paulo Andrade Júnior & Flavio Trojan & Carolina Sales Magacho & Shirley Suellen Thesari & Andreia Santos Goffi, 2019. "Analysis of Evaluation Methods of Sustainable Supply Chain Management in Production Engineering Journals with High Impact," Sustainability, MDPI, vol. 12(1), pages 1-20, December.
    3. Dinesh Seth & Minhaj Ahemad A. Rehman, 2022. "Critical success factors‐based strategy to facilitate green manufacturing for responsible business: An application experience in Indian context," Business Strategy and the Environment, Wiley Blackwell, vol. 31(7), pages 2786-2806, November.
    4. Wu, Yinyin & Wang, Ping & Liu, Xin & Chen, Jiandong & Song, Malin, 2020. "Analysis of regional carbon allocation and carbon trading based on net primary productivity in China," China Economic Review, Elsevier, vol. 60(C).
    5. Jiandong Chen & Ming Gao & Ke Ma & Malin Song, 2020. "Different effects of technological progress on China's carbon emissions based on sustainable development," Business Strategy and the Environment, Wiley Blackwell, vol. 29(2), pages 481-492, February.
    6. Videsh Desingh & Baskaran R, 2022. "Internet of Things adoption barriers in the Indian healthcare supply chain: An ISM‐fuzzy MICMAC approach," International Journal of Health Planning and Management, Wiley Blackwell, vol. 37(1), pages 318-351, January.
    7. Jiandong Chen & Chong Xu & Qianjiao Xie & Malin Song, 2020. "Net primary productivity‐based factors of China's carbon intensity: A regional perspective," Growth and Change, Wiley Blackwell, vol. 51(4), pages 1727-1748, December.
    8. Chen, Jiandong & Gao, Ming & Mangla, Sachin Kumar & Song, Malin & Wen, Jie, 2020. "Effects of technological changes on China's carbon emissions," Technological Forecasting and Social Change, Elsevier, vol. 153(C).
    9. Sushil, 2017. "Modified ISM/TISM Process with Simultaneous Transitivity Checks for Reducing Direct Pair Comparisons," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 18(4), pages 331-351, December.

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