Designing a Sustainable Supply Chain Model to Achieve World Class Based on Critical Conditions Information Systems with a Fuzzy Hybrid Approach

Document Type : Original Research Manuscripts

Authors

1 Ph.D. Candidate of Industrial Management, North Tehran Branch, Islamic Azad University, Tehran, Iran.

2 Associate Professor of Industrial Management, Economic and Management faculty, Shiraz Branch, Islamic Azad University, Shiraz, Iran.

3 Assistant Professor of Department of mathematics, Central Tehran Branch, Islamic Azad University, Tehran, Iran.

Abstract
The research aims to design a sustainable supply chain model to achieve world class with a fuzzy hybrid approach based on critical situation information systems. This research is developmental-applicative in terms of its purpose, and the method used is a combined method that includes historical method (gathering information) and survey method (questionnaire distribution). The statistical population of this research consists of experts in the handwoven carpet industry and professors in the field of world-class production. The sampling method is purposive and model fitting was done with Dematel techniques and interpretive structural model. Based on the literature, 15 indicators were identified, which are: lean production (elimination of redundant activities), cost of materials and transportation, reduction of time to reach the market and waiting, technology and machinery and software Design tools, supply chain agility, applying honest principles in hiring local people, increasing consumer awareness to consume sustainable products, focusing on social/community welfare, insurance and pension guarantee, creating strong legal facilities to take care of industries in times of Corona, compatible production processes With environment and green distribution, ISO 14001, reverse logistics and recycling, green packaging and distribution and creating sustainable procurement strategies. The results show that based on the designed interpretative structural model, the low-level components of applying honest principles in hiring local people, focusing on the social/personal welfare of employees and issuing, creating strong legal facilities in times of Corona and environmentally friendly production processes and Green distribution has the most influence on the whole model.

Keywords

Subjects

Ahi, P., & Searcy, C. (2015). Assessing sustainability in the supply chain: A triple bottom line approach. Applied Mathematical Modelling, 39(10-11), 2882-2896.
Azar, A., Khosravani, F., & Jalali, R. (2018). Research in soft operations. Tehran: Publications of Industrial Management Organization. [in Persian]
Bagheri, R., Zomorodi, P. & Rezaeian, A. Identifying and ranking key technological capabilities in supply chain sustainability using ISM approach: case of food industry in Iran. Environ Dev Sustain (2023). https://doi.org/10.1007/s10668-023-03091-6
Carter, C. R., & Rogers, D. S. (2008). A framework of sustainable supply chain management: moving toward new theory. International journal of physical distribution & logistics management, 38(5), 360-387.
 Dubey, R., Gunasekaran, A., Papadopoulos, T., & Childe, S. J. (2015). Green supply chain management enablers: Mixed methods research. Sustainable production and consumption, 4, 72-88.
Farsijani, H. (2013). World-class production methods and operations. Tehran: Side. [in Persian]
Ghasemi, A. (2014). Sustainable supply chain. Tehran: Negha Danesh. [in Persian]
Golan, M. S., Jernegan, L. H., & Linkov, I. (2020). Trends and applications of resilience analytics in supply chain modeling: systematic literature review in the context of the COVID-19 pandemic. Environment Systems and Decisions, 40(2), 222-243.
Haren, P., & Simchi-Levi, D. (2020). How coronavirus could impact the global supply chain by mid-March. Harvard Business Review, 28(February).
Hettiarachchi, B.D., Seuring, S. & Brandenburg, M. Industry 4.0-driven operations and supply chains for the circular economy: a bibliometric analysis. Oper Manag Res 15, 858–878 (2022). https://doi.org/10.1007/s12063-022-00275-7
Ivanov, D. (2020). Predicting the impacts of epidemic outbreaks on global supply chains: A simulation-based analysis on the coronavirus outbreak (COVID-19/SARS-CoV-2) case. Transportation Research Part E: Logistics and Transportation Review, 136, 101922.
Koberg, E., & Longoni, A. (2019). A systematic review of sustainable supply chain management in global supply chains. Journal of cleaner production, 207, 1084-1098.
Kot, S. (2018). Sustainable supply chain management in small and medium enterprises. Sustainability, 10(4), 1143.
de Sousa Jabbour, A. B. L., Jabbour, C. J. C., Hingley, M., Vilalta-Perdomo, E. L., Ramsden, G., & Twigg, D. (2020). Sustainability of supply chains in the wake of the coronavirus (COVID-19/SARS-CoV-2) pandemic: lessons and trends. Modern supply chain research and applications, 2(3), 117-122. https://doi.org/10.1108/MSCRA-05-2020-0011
Moktadir, M. A., Rahman, T., Rahman, M. H., Ali, S. M., & Paul, S. K. (2018). Drivers to sustainable manufacturing practices and circular economy: A perspective of leather industries in Bangladesh. Journal of cleaner production, 174, 1366-1380.
Oelze, N., Brandenburg, M., Jansen, C., & Warasthe, R. (2018). Applying sustainable supply chain management frameworks to two german case studies. IFAC-PapersOnLine, 51(30), 293-296.
Oliver, R. K., & Webber, M. D. (1982). Supply-chain management: logistics catches up with strategy. Outlook, 5(1), 42-47.
Qaidaminiharoni, A., Sadeghi Dahcheshmeh, M. Musharraf Ghah Farrokhi, A., & Kaldani, S. (2023). The effect of green knowledge management on green innovation and sustainable development with the mediating role of green organizational culture. Green Management Quarterly. Publications of Aliabad Katul Azad University. 3 (3), 104-126. [in Persian]
Rafigh, P., Akbari, A.A., Bidhandi, H.M. et al. A sustainable supply chain network considering lot sizing with quantity discounts under disruption risks: centralized and decentralized models. J Comb Optim 44, 1387–1432 (2022). https://doi.org/10.1007/s10878-022-00891-w
Raut, R. D., Narkhede, B., & Gardas, B. B. (2017). To identify the critical success factors of sustainable supply chain management practices in the context of oil and gas industries: ISM approach. Renewable and Sustainable Energy Reviews, 68, 33–47. https://doi.org/10.1016/J.RSER.2016.09.067
Rizvani, M., Bayat, N., Rastgar, A., & Qanbari Nasab, A. (2012). Identifying and analyzing factors affecting the stagnation of the carpet weaving industry in rural areas (case study: Malayer city). Geographical Studies of Drought Regions, 3 (11), 35-51. [in Persian]
Rubrich, L., & Watson, M. (2004). Implementing world class manufacturing: includes lean enterprise: business manual. WCM Associates.
Saeed, M. A., & Kersten, W. (2019). Drivers of sustainable supply chain management: Identification and classification. Sustainability, 11(4), 1137.
Schonberger, R. J., & Manufacturing, V. C. (1986). The Lessons of Simplicity Applied.
Seddigh, M.R., Shokouhyar, S. & Loghmani, F. Approaching towards sustainable supply chain under the spotlight of business intelligence. Ann Oper Res 324, 937–970 (2023). https://doi.org/10.1007/s10479-021-04509-y
Shaharudin, M.R., Zailani, S., Tan, KC. et al. Fostering closed-loop supply chain orientation by leveraging strategic green capabilities for circular economy performance: empirical evidence from Malaysian electrical and electronics manufacturing firms. Environ Dev Sustain (2023). https://doi.org/10.1007/s10668-022-02832-3
Sharma, R., Kannan, D., Darbari, J. D., & Jha, P. C. (2022). Analysis of Collaborative Sustainable Practices in multi-tier food supply chain using integrated TISM-Fuzzy MICMAC model: A supply chain practice view. Journal of Cleaner Production, 354, 131271. https://doi.org/10.1016/J.JCLEPRO.2022.131271
Siavashi, M., Ghafoornia, M. & Vesali, N. (2017). Investigating factors affecting the purchase decision of Iranian handmade carpet importers in the European Union. Goljam scientific-research biannual, 14 (33), 125-144. [in Persian]
Stodder D. (2015). Visual analytics for making smarter decisions faster – applying self-service business intelligence technologies to data-driven objectives. TDWI Best Practices Report
Tirkolaee EB, Dashtian Z, Weber GW, Tomaskova H, Soltani M, Mousavi NS (2021) An integrated decision-making approach for green supplier selection in an agri-food supply chain: threshold of robustness worthiness. Mathematics 9(11):1–30. https://doi.org/10.3390/math9111304
Tseng ML, Tan RR, Chiu ASF, Chien CF, Kuo TC (2018) Circular economy meets industry 4.0: Can big data drive industrial symbiosis?. Resour Conserv Recycl 131, 146–147. https://doi.org/10.1016/j.resconrec.2017.12.028
Venegas BB, Ventura JA (2018) A two-stage supply chain coordination mechanism considering price sensitive demand and quantity discounts. Eur J Oper Res 264(2):524–533
Vermarziari, H., Razani, B., & Moradi, M. (2017). Analyzing the challenges and solutions for the development of the art of the handwoven carpet industry in rural Iran, achievements for policy making. Goljam Scientific-Research Quarterly, -(33), 83-103. [in Persian]
Vieira AA, Dias LM, Santos MY, Pereira GA, Oliveira JA (2020) Supply chain data integration: a literature review. J Ind Inf Integr 19:100161
Vishwakarma, A., Dangayach, G. S., Meena, M. L., & Gupta, S. (2022). Analysing barriers of sustainable supply chain in apparel & textile sector: A hybrid ISM-MICMAC and DEMATEL approach. Cleaner Logistics and Supply Chain, 5, 100073. https://doi.org/10.1016/J.CLSCN.2022.100073
Voigt, KI., Czaja, L., Zipse, O. (2023). Transforming Value Chains for Sustainability. In: Zipse, O., et al. Road to Net Zero. Springer, Cham. https://doi.org/10.1007/978-3-031-42224-9_6
Wang, J., & Dai, J. (2018). Sustainable supply chain management practices and performance. Industrial Management & Data Systems, 118(1), 2-21.
Xiao, C. (2019). Tensions in sustainable supply chain management: instrumental, institutional, and paradoxical perspectives. University of Groningen. SOM research school.
Yadav, V. S., Singh, A. R., Gunasekaran, A., Raut, R. D., & Narkhede, B. E. (2022). A systematic literature review of the agro-food supply chain: Challenges, network design, and performance measurement perspectives. Sustainable Production and Consumption, 29, 685–704. https://doi.org/10.1016/J.SPC.2021.11.019
Yook, K. H., Choi, J. H., & Suresh, N. C. (2018). Linking green purchasing capabilities to environmental and economic performance: The moderating role of firm size. Journal of Purchasing and Supply Management, 24(4), 326–337.
Yousefi, S., & Mohamadpour Tosarkani, B. (2022). An analytical approach for evaluating the impact of blockchain technology on sustainable supply chain performance. International Journal of Production Economics, 246, 108429. https://doi.org/10.1016/J.IJPE.2022.108429
Zhang, M., Tse, Y. K., Doherty, B., Li, S., & Akhtar, P. (2018). Sustainable supply chain management: Confirmation of a higher-order model. Resources, Conservation and Recycling, 128, 206-221.
Zimon, D., Madzik, P., & Sroufe, R. (2020). Management systems and improving supply chain processes: Perspectives of focal companies and logistics service providers. International Journal of Retail & Distribution Management, 48(9), 939-961.

  • Receive Date 22 January 2024
  • Revise Date 16 February 2024
  • Accept Date 22 April 2024