IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v13y2021i10p5353-d552222.html
   My bibliography  Save this article

Sustainable Closed-Loop Mask Supply Chain Network Design Using Mathematical Modeling and a Fuzzy Multi-Objective Approach

Author

Listed:
  • Roy Setiawan

    (Department of Management, Faculty of Business and Economics, Universitas Kristen Petra, Surabaya 60236, Indonesia)

  • Rabia Salman

    (Postdoctoral Fellow, School of Management, Universiti Sains, Penang 11800, Malaysia)

  • Bari Galimovich Khairov

    (Rectorate, Siberian State University of Telecommunications and Information Sciences, 86 Kirov str., 630102 Novosibirsk, Russia)

  • Valeriy Vasilyevich Karpov

    (Department of Economics and Management, Financial University under the Government of the Russian Federation, 49 Leningradsky Av., 125993 Moscow, Russia)

  • Svetlana Dmitrievna Danshina

    (Faculty of Dentistry, Sechenov First Moscow State Medical University, 119991 Moscow, Russia)

  • Lidia Vladimirovna Vasyutkina

    (Department of Engineering, Bauman Moscow State Technical University, 105005 Moscow, Russia)

  • Natalia Alekseevna Prodanova

    (Department of Economics, Plekhanov Russian University of Economics Moscow, 105005 Moscow, Russia)

  • Viacheslav Zhenzhebir

    (Department of Economics, Plekhanov Russian University of Economics, Stremyanny Lane 36, 117997 Moscow, Russia)

  • Evgeny Nuyanzin

    (Department of Economcis, National Research Mordovia State University, 68 Bolshevistskaya Str., Saransk, 430005 Mordovia, Russia)

  • Nadezhda Kapustina

    (Department of Economics and Management, Financial University under the Government of the Russian Federation, 49 Leningradsky Av., 125993 Moscow, Russia)

  • Ali Hasanzadeh Kalajahi

    (Faculty of Materials Science and Engineering Najafabad Branch, Islamic Azad University Tehran North Branch, Tehran 1651153311, Iran)

Abstract

The outbreak of the deadly coronavirus, which is increasing the number of victims every day, has created many changes in today’s world. The use of various masks is the most important social tool against this virus. Given the importance of rapid and quality supply of masks in the current situation, it is necessary to study supply chain in particular. In this research, the design of a closed chain supply chain network for different types of masks is assessed. The studied supply chain includes suppliers, manufacturers, distributors, and retailers in the forward flow and collection centers, separate centers, recycling centers, and disposal centers in the backward flow. In this regard, a multi-objective mathematical model with the objectives of increasing the total profit and reducing the total environmental impact, and maximizing social responsibility is presented. The optimization of this mathematical model has been done using a fuzzy optimization approach in GAMS software. The results of this study show that maximizing the total profit and minimizing the environmental effects and maximizing social responsibility are in contrast to each other. In addition, the sensitivity analysis indicated that the customers’ demand can affect all aspects of the sustainable supply chain simultaneously.

Suggested Citation

  • Roy Setiawan & Rabia Salman & Bari Galimovich Khairov & Valeriy Vasilyevich Karpov & Svetlana Dmitrievna Danshina & Lidia Vladimirovna Vasyutkina & Natalia Alekseevna Prodanova & Viacheslav Zhenzhebir, 2021. "Sustainable Closed-Loop Mask Supply Chain Network Design Using Mathematical Modeling and a Fuzzy Multi-Objective Approach," Sustainability, MDPI, vol. 13(10), pages 1-12, May.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:10:p:5353-:d:552222
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/13/10/5353/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/13/10/5353/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Sarkar, Biswajit & Sarkar, Mitali & Ganguly, Baishakhi & Cárdenas-Barrón, Leopoldo Eduardo, 2021. "Combined effects of carbon emission and production quality improvement for fixed lifetime products in a sustainable supply chain management," International Journal of Production Economics, Elsevier, vol. 231(C).
    2. Waltho, Cynthia & Elhedhli, Samir & Gzara, Fatma, 2019. "Green supply chain network design: A review focused on policy adoption and emission quantification," International Journal of Production Economics, Elsevier, vol. 208(C), pages 305-318.
    3. Md. Ahashan Habib & Yukun Bao & Nurun Nabi & Marzia Dulal & Asma Ansary Asha & Mazedul Islam, 2021. "Impact of Strategic Orientations on the Implementation of Green Supply Chain Management Practices and Sustainable Firm Performance," Sustainability, MDPI, vol. 13(1), pages 1-21, January.
    4. Petchprakai Sirilertsuwan & Sébastien Thomassey & Xianyi Zeng, 2020. "A Strategic Location Decision-Making Approach for Multi-Tier Supply Chain Sustainability," Sustainability, MDPI, vol. 12(20), pages 1-37, October.
    5. Kanokporn Kungwalsong & Chen-Yang Cheng & Chumpol Yuangyai & Udom Janjarassuk, 2021. "Two-Stage Stochastic Program for Supply Chain Network Design under Facility Disruptions," Sustainability, MDPI, vol. 13(5), pages 1-19, March.
    6. Sebastian Kot, 2018. "Sustainable Supply Chain Management in Small and Medium Enterprises," Sustainability, MDPI, vol. 10(4), pages 1-19, April.
    7. Gary Gereffi, 2020. "What does the COVID-19 pandemic teach us about global value chains? The case of medical supplies," Journal of International Business Policy, Palgrave Macmillan, vol. 3(3), pages 287-301, September.
    8. Ayoub Al-Zabidi & Ateekh Ur Rehman & Mohammed Alkahtani, 2021. "An Approach to Assess Sustainable Supply Chain Agility for a Manufacturing Organization," Sustainability, MDPI, vol. 13(4), pages 1-19, February.
    9. Rebeca B. Sánchez-Flores & Samantha E. Cruz-Sotelo & Sara Ojeda-Benitez & Ma. Elizabeth Ramírez-Barreto, 2020. "Sustainable Supply Chain Management—A Literature Review on Emerging Economies," Sustainability, MDPI, vol. 12(17), pages 1-27, August.
    10. Jian Zhou & Wenying Xia & Ke Wang & Hui Li & Qianyu Zhang, 2020. "Fuzzy Bi-Objective Closed-Loop Supply Chain Network Design Problem with Multiple Recovery Options," Sustainability, MDPI, vol. 12(17), pages 1-26, August.
    11. Gary Gereffi, 0. "What does the COVID-19 pandemic teach us about global value chains? The case of medical supplies," Journal of International Business Policy, Palgrave Macmillan, vol. 0, pages 1-15.
    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. Nishant Saravanan & Jessica Olivares-Aguila & Alejandro Vital-Soto, 2022. "Bibliometric and Text Analytics Approaches to Review COVID-19 Impacts on Supply Chains," Sustainability, MDPI, vol. 14(23), pages 1-33, November.

    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. Roberta Capello & Andrea Caragliu, 2021. "Regional growth and disparities in a post‐COVID Europe: A new normality scenario," Journal of Regional Science, Wiley Blackwell, vol. 61(4), pages 710-727, September.
    2. Massimo Amato & Everardo Belloni & Paolo Falbo & Lucio Gobbi, 2021. "Europe, public debts, and safe assets: the scope for a European Debt Agency," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 38(3), pages 823-861, October.
    3. McIvor, Ronan & Bals, Lydia, 2021. "A multi-theory framework for understanding the reshoring decision," International Business Review, Elsevier, vol. 30(6).
    4. Doyeon Lee & Keunhwan Kim, 2021. "A Collaborative Trans-Regional R&D Strategy for the South Korea Green New Deal to Achieve Future Mobility," Sustainability, MDPI, vol. 13(15), pages 1-30, August.
    5. Mohd Khairulnizam Zahari & Norhayati Zakuan & Mohd Effandi Yusoff & Muhamad Zameri Mat Saman & Mohd Noor Azli Ali Khan & Farrah Merlinda Muharam & Teh Zaharah Yaacob, 2023. "Viable Supply Chain Management toward Company Sustainability during COVID-19 Pandemic in Malaysia," Sustainability, MDPI, vol. 15(5), pages 1-20, February.
    6. Simon J. Evenett, 2020. "Chinese whispers: COVID-19, global supply chains in essential goods, and public policy," Journal of International Business Policy, Palgrave Macmillan, vol. 3(4), pages 408-429, December.
    7. Georgios Angelidis & Charalambos Bratsas & Georgios Makris & Evangelos Ioannidis & Nikos C. Varsakelis & Ioannis E. Antoniou, 2021. "Global Value Chains of COVID-19 Materials: A Weighted Directed Network Analysis," Mathematics, MDPI, vol. 9(24), pages 1-19, December.
    8. Agnieszka Szmelter-Jarosz & Javid Ghahremani-Nahr & Hamed Nozari, 2021. "A Neutrosophic Fuzzy Optimisation Model for Optimal Sustainable Closed-Loop Supply Chain Network during COVID-19," JRFM, MDPI, vol. 14(11), pages 1-22, November.
    9. Kihyung Kim & Li Zhao, 2021. "Filtering Facepiece Respirator Supply Chain Management Framework in a Disaster Such as COVID-19," Societies, MDPI, vol. 11(4), pages 1-15, November.
    10. Jan Grumiller & Hannes Grohs & Christian Reiner, 2021. "“Increasing the resilience and security of supply ofproduction post-COVID-19” - The Case of Medical and Pharmaceutical Products," Working Paper Reihe der AK Wien - Materialien zu Wirtschaft und Gesellschaft 216, Kammer für Arbeiter und Angestellte für Wien, Abteilung Wirtschaftswissenschaft und Statistik.
    11. Butollo, Florian, 2020. "Sozialökologischer Umbau der Weltwirtschaft oder Handelskrieg mit anderen Mitteln? Covid-19 und die Transformation globaler Produktionsnetzwerke," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 73(6), pages 411-417.
    12. Niraja Srinivasan & Lorraine Eden, 2021. "Going digital multinationals: Navigating economic and social imperatives in a post-pandemic world," Journal of International Business Policy, Palgrave Macmillan, vol. 4(2), pages 228-243, June.
    13. Ali, Imran & Arslan, Ahmad & Chowdhury, Maruf & Khan, Zaheer & Tarba, Shlomo Y., 2022. "Reimagining global food value chains through effective resilience to COVID-19 shocks and similar future events: A dynamic capability perspective," Journal of Business Research, Elsevier, vol. 141(C), pages 1-12.
    14. Luciano Ciravegna & Snejina Michailova, 2022. "Why the world economy needs, but will not get, more globalization in the post-COVID-19 decade," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 53(1), pages 172-186, February.
    15. Bernard Hoekman & Anirudh Shingal & Varun Eknath & Viktoriya Ereshchenko, 2022. "COVID‐19, public procurement regimes and trade policy," The World Economy, Wiley Blackwell, vol. 45(2), pages 409-429, February.
    16. Nourhan Ah. Saad & Sara Elgazzar & Sonja Mlaker Kac, 2022. "Investigating the Impact of Resilience, Responsiveness, and Quality on Customer Loyalty of MSMEs: Empirical Evidence," Sustainability, MDPI, vol. 14(9), pages 1-20, April.
    17. Tao, Yanqiu & You, Fengqi, 2021. "Can decontamination and reuse of N95 respirators during COVID-19 pandemic provide energy, environmental, and economic benefits?," Applied Energy, Elsevier, vol. 304(C).
    18. Petra Dünhaupt & Hansjörg Herr & Fabian Mehl & Christina Teipen, 2022. "Economic and Social Effects of the COVID-19 Pandemic and the Future of Global Value Chains," Springer Books, in: Christina Teipen & Petra Dünhaupt & Hansjörg Herr & Fabian Mehl (ed.), Economic and Social Upgrading in Global Value Chains, chapter 0, pages 565-592, Springer.
    19. Dallas, Mark P. & Horner, Rory & Li, Lantian, 2021. "The mutual constraints of states and global value chains during COVID-19: The case of personal protective equipment," World Development, Elsevier, vol. 139(C).
    20. Fernando Merino & Cristina Di Stefano & Luciano Fratocchi, 2021. "Back-shoring vs near-shoring: a comparative exploratory study in the footwear industry," Operations Management Research, Springer, vol. 14(1), pages 17-37, June.

    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:gam:jsusta:v:13:y:2021:i:10:p:5353-:d:552222. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.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.