IDEAS home Printed from https://ideas.repec.org/a/kap/compec/v52y2018i4d10.1007_s10614-017-9688-2.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10614-017-9688-2
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10614-017-9688-2?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. 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).
    2. Madhukar Patil & M. Suresh, 2019. "Modelling the Enablers of Workforce Agility in IoT Projects: A TISM Approach," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 20(2), pages 157-175, June.
    3. 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.
    4. 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.
    5. 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.
    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.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. K. T. Shibin & Rameshwar Dubey & Angappa Gunasekaran & Benjamin Hazen & David Roubaud & Shivam Gupta & Cyril Foropon, 2020. "Examining sustainable supply chain management of SMEs using resource based view and institutional theory," Annals of Operations Research, Springer, vol. 290(1), pages 301-326, July.
    2. Dubey, Rameshwar & Gunasekaran, Angappa & Childe, Stephen J. & Papadopoulos, Thanos & Hazen, Benjamin & Giannakis, Mihalis & Roubaud, David, 2017. "Examining the effect of external pressures and organizational culture on shaping performance measurement systems (PMS) for sustainability benchmarking: Some empirical findings," International Journal of Production Economics, Elsevier, vol. 193(C), pages 63-76.
    3. Rameshwar Dubey & Angappa Gunasekaran & Stephen J. Childe & Thanos Papadopoulos & Zongwei Luo & David Roubaud, 2020. "Upstream supply chain visibility and complexity effect on focal company’s sustainable performance: Indian manufacturers’ perspective," Annals of Operations Research, Springer, vol. 290(1), pages 343-367, July.
    4. Nikunj Kumar Jain & Abinash Panda & Piyush Choudhary, 2020. "Institutional pressures and circular economy performance: The role of environmental management system and organizational flexibility in oil and gas sector," Business Strategy and the Environment, Wiley Blackwell, vol. 29(8), pages 3509-3525, December.
    5. Mani, Venkatesh & Jabbour, Charbel Jose Chiappetta & Mani, Kavitha T.N., 2020. "Supply chain social sustainability in small and medium manufacturing enterprises and firms’ performance: Empirical evidence from an emerging Asian economy," International Journal of Production Economics, Elsevier, vol. 227(C).
    6. Dubey, Rameshwar & Gunasekaran, Angappa & Childe, Stephen J. & Papadopoulos, Thanos & Luo, Zongwei & Wamba, Samuel Fosso & Roubaud, David, 2019. "Can big data and predictive analytics improve social and environmental sustainability?," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 534-545.
    7. Christina W.Y. Wong & Chee Yew Wong & Sakun Boon‐itt, 2018. "How Does Sustainable Development of Supply Chains Make Firms Lean, Green and Profitable? A Resource Orchestration Perspective," Business Strategy and the Environment, Wiley Blackwell, vol. 27(3), pages 375-388, March.
    8. Yu, Wantao & Chavez, Roberto & Feng, Mengying & Wong, Chee Yew & Fynes, Brian, 2020. "Green human resource management and environmental cooperation: An ability-motivation-opportunity and contingency perspective," International Journal of Production Economics, Elsevier, vol. 219(C), pages 224-235.
    9. Waqar Ahmed & Muhammad Saeed Ashraf & Sharfuddin Ahmed Khan & Simonov Kusi-Sarpong & Francis Kow Arhin & Horsten Kusi-Sarpong & Arsalan Najmi, 2020. "Analyzing the impact of environmental collaboration among supply chain stakeholders on a firm’s sustainable performance," Operations Management Research, Springer, vol. 13(1), pages 4-21, June.
    10. Queiroz, Maciel M. & Fosso Wamba, Samuel, 2019. "Blockchain adoption challenges in supply chain: An empirical investigation of the main drivers in India and the USA," International Journal of Information Management, Elsevier, vol. 46(C), pages 70-82.
    11. Cho, Young Sik & Linderman, Kevin, 2019. "Metacognition-based process improvement practices," International Journal of Production Economics, Elsevier, vol. 211(C), pages 132-144.
    12. Tai-Yin Chiu & Hui-Ju K Chiang & Ruei-Yang Huang & Jie-Hong R Jiang & François Fages, 2015. "Synthesizing Configurable Biochemical Implementation of Linear Systems from Their Transfer Function Specifications," PLOS ONE, Public Library of Science, vol. 10(9), pages 1-27, September.
    13. Fournier, Pierre-Luc & Chênevert, Denis & Jobin, Marie-Hélène, 2021. "The antecedents of physicians’ behavioral support for lean in healthcare: The mediating role of commitment to organizational change," International Journal of Production Economics, Elsevier, vol. 232(C).
    14. Arsalan Najmi & Kanagi Kanapathy & Azmin A. Aziz, 2021. "Exploring consumer participation in environment management: Findings from two‐staged structural equation modelling‐artificial neural network approach," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 28(1), pages 184-195, January.
    15. Markku Maula & Wouter Stam, 2020. "Enhancing Rigor in Quantitative Entrepreneurship Research," Entrepreneurship Theory and Practice, , vol. 44(6), pages 1059-1090, November.
    16. Munir, Manal & Jajja, Muhammad Shakeel Sadiq & Chatha, Kamran Ali & Farooq, Sami, 2020. "Supply chain risk management and operational performance: The enabling role of supply chain integration," International Journal of Production Economics, Elsevier, vol. 227(C).
    17. Roland Helm & Martin Kloyer & Christin Aust, 2018. "R&D Collaboration Between Firms: Hard And Soft Antecedents Of Supplier Knowledge Sharing," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 24(01), pages 1-42, December.
    18. Aalto, Eero & Gustafsson, Robin, 2020. "Innovation Promotion Rationales and Impacts – A Review," ETLA Reports 99, The Research Institute of the Finnish Economy.
    19. Kovacs, Gyöngyi & Moshtari, Mohammad, 2019. "A roadmap for higher research quality in humanitarian operations: A methodological perspective," European Journal of Operational Research, Elsevier, vol. 276(2), pages 395-408.
    20. Sullivan, Joe H. & Warkentin, Merrill & Wallace, Linda, 2021. "So many ways for assessing outliers: What really works and does it matter?," Journal of Business Research, Elsevier, vol. 132(C), pages 530-543.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:kap:compec:v:52:y:2018:i:4:d:10.1007_s10614-017-9688-2. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.