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Supply Chain Flexibility: Unravelling the Research Trajectory Through Citation Path Analysis

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Abstract

To counter the uncertainties encountered within a supply chain and enhance its efficiency, it is imperative for a supply chain to be flexible. This paper aims to investigate the trajectory of development in the field of Supply Chain Flexibility (SCF). We perform citation analysis to understand the evolving trajectory. VOSviewer and Pajek software are used to conduct citation path analysis and keyword co-occurrence analysis in the field of SCF. Subsequently, a meticulous evaluation of papers along citation paths is conducted, accompanied by a comparative analysis between the general corpus and a specialized journal focused on flexible systems, namely the Global Journal of Flexible Systems Management (GJFSM). The main path identifies specific themes: SCF, agility, risk and uncertainties, and a holistic view of the SC. The evolving trajectory has origins in 2011, 2014, 2016, 2017 and 2018. We additionally identify specific clusters of research, highlighting their concentration in areas such as SCF, risk management, performance management, and supply chain uncertainties. The research outcomes indicate a congruence between the studies featured in GJFSM and the broader corpus of SCF. Furthermore, these findings imply that exploring the intersection of Industry 4.0 and SCF presents promising avenues for future research endeavors.

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References

  • Abdelilah, B., El Korchi, A., & Amine Balambo, M. (2023). Agility as a combination of lean and supply chain integration: How to achieve a better performance. International Journal of Logistics Research and Applications, 26(6), 633–661. https://doi.org/10.1080/13675567.2021.1972949

    Article  Google Scholar 

  • Aissa Fantazy, K., Kumar, V., & Kumar, U. (2009). An empirical study of the relationships among strategy, flexibility, and performance in the supply chain context. Supply Chain Management: An International Journal, 14(3), 177–188.

    Article  Google Scholar 

  • Alnoor, A., Khaw, K. W., Chew, X., Abbas, S., & Khattak, Z. Z. (2023). The influence of the barriers of hybrid strategy on strategic competitive priorities: evidence from oil companies. Global Journal of Flexible Systems Management, 24(2), 179–198. https://doi.org/10.1007/s40171-022-00335-8

    Article  Google Scholar 

  • Alogla, A., Baumers, M., Tuck, C., & Elmadih, W. (2021). The impact of additive manufacturing on the flexibility of a manufacturing supply chain. Applied Sciences, 11, 3707. https://doi.org/10.3390/app11083707

    Article  Google Scholar 

  • Anjomshoae, A., Hassan, A., & Wong, K. Y. (2019). An integrated AHP-based scheme for performance measurement in humanitarian supply chains. International Journal of Productivity and Performance Management, 68(5), 938–957. https://doi.org/10.1108/IJPPM-04-2018-0132

    Article  Google Scholar 

  • Awwad, A. S., Ababneh, O. M. A., & Karasneh, M. (2022). The Mediating impact of IT capabilities on the association between dynamic capabilities and organizational agility: The case of the Jordanian IT sector. Global Journal of Flexible Systems Management, 23(3), 315–330. https://doi.org/10.1007/s40171-022-00303-2

    Article  Google Scholar 

  • Baah, C., Opoku Agyeman, D., Acquah, I. S. K., Agyabeng-Mensah, Y., Afum, E., Issau, K., Ofori, D., & Faibil, D. (2022). Effect of information sharing in supply chains: understanding the roles of supply chain visibility, agility, collaboration on supply chain performance. Benchmarking an International Journal, 29(2), 434–455. https://doi.org/10.1108/BIJ-08-2020-0453

    Article  Google Scholar 

  • Baas, J., Schotten, M., Plume, A., Côté, G., & Karimi, R. (2020). Scopus as a curated, high-quality bibliometric data source for academic research in quantitative science studies. Quantitative Science Studies, 1, 1–10. https://doi.org/10.1162/qss_a_00019

    Article  Google Scholar 

  • Babu, A. S., More, D., & Hemachandra, N. (2008). Business excellence through supply chain flexibility in Indian industries: An investigative study. International Journal of Business Excellence, 1(1–2), 9–31. https://doi.org/10.1504/IJBEX.2008.017564

    Article  Google Scholar 

  • Badakhshan, E., & Ball, P. (2023). Applying digital twins for inventory and cash management in supply chains under physical and financial disruptions. International Journal of Production Research, 61(15), 5094–5116. https://doi.org/10.1080/00207543.2022.2093682

    Article  Google Scholar 

  • Bag, S., & Rahman, M. S. (2023). The role of capabilities in shaping sustainable supply chain flexibility and enhancing circular economy-target performance: An empirical study. Supply Chain Management: An International Journal, 28(1), 162–178. https://doi.org/10.1108/SCM-05-2021-0246

    Article  Google Scholar 

  • Bai, C., Sarkis, J., Yin, F., & Dou, Y. (2020). Sustainable supply chain flexibility and its relationship to circular economy-target performance. International Journal of Production Research, 58(19), 5893–5910. https://doi.org/10.1080/00207543.2019.1661532

    Article  Google Scholar 

  • Bengono, I. B. (2022). Governance and organisational flexibility at the junction of African MFIs’ sustainability issues. Global Journal of Flexible Systems Management, 23(1), 39–50. https://doi.org/10.1007/s40171-022-00333-w

    Article  Google Scholar 

  • Bhatt, Y., Ghuman, K., & Dhir, A. (2020). Sustainable manufacturing: Bibliometrics and content analysis. Journal of Cleaner Production, 260, 120988.

    Article  Google Scholar 

  • Chauhan, A., Kaur, H., Mangla, S. K., & Kayikci, Y. (2023). Data driven flexible supplier network of selfcare essentials during disruptions in supply chain. Annals of Operations Research. https://doi.org/10.1007/s10479-023-05298-2

    Article  Google Scholar 

  • Cheng, T. C., Kamble, S. S., Belhadi, A., Ndubisi, N. O., Lai, K. H., & Kharat, M. G. (2022). Linkages between big data analytics, circular economy, sustainable supply chain flexibility, and sustainable performance in manufacturing firms. International Journal of Production Research, 60(22), 6908–6922. https://doi.org/10.1080/00207543.2021.1906971

    Article  Google Scholar 

  • Chirra, S., & Kumar, D. (2018). Evaluation of supply chain flexibility in automobile industry with fuzzy DEMATEL approach. Global Journal of Flexible Systems Management, 19(4), 305–319. https://doi.org/10.1007/s40171-018-0195-7

    Article  Google Scholar 

  • Chirra, S., & Kumar, D. (2020). Effect of SCF on automobile industry performance during sales promotional schemes. International Journal of Productivity and Performance Management, 70(7), 1816–1836. https://doi.org/10.1108/IJPPM-08-2019-0381

    Article  Google Scholar 

  • Chirra, S., Raut, R. D., & Kumar, D. (2021). Barriers to sustainable supply chain flexibility during sales promotions. International Journal of Production Research, 59(22), 6975–6993. https://doi.org/10.1080/00207543.2020.1832272

    Article  Google Scholar 

  • Chowdhury, S., Rodriguez-Espindola, O., Dey, P., & Budhwar, P. (2022). Blockchain technology adoption for managing risks in operations and supply chain management: Evidence from the UK. Annals of Operations Research, 327(1), 539–574. https://doi.org/10.1007/s10479-021-04487-1

    Article  Google Scholar 

  • De la Gala-Velásquez, B., Hurtado-Palomino, A., & Arredondo-Salas, A. Y. (2023). Organisational flexibility and innovation performance: The moderating role of management support. Global Journal of Flexible Systems Management, 24(2), 219–234. https://doi.org/10.1007/s40171-023-00336-1

    Article  Google Scholar 

  • Delic, M., & Eyers, D. R. (2020). The effect of additive manufacturing adoption on supply chain flexibility and performance: An empirical analysis from the automotive industry. International Journal of Production Economics, 228, 107689. https://doi.org/10.1016/j.ijpe.2020.107689

    Article  Google Scholar 

  • Dhillon, M. K., Rafi-Ul-Shan, P. M., Amar, H., Sher, F., & Ahmed, S. (2023). Flexible green supply chain management in emerging economies: A systematic literature review. Global Journal of Flexible Systems Management, 24(1), 1–28. https://doi.org/10.1007/s40171-022-00321-0

    Article  Google Scholar 

  • Ding, B., Ferras Hernandez, X., & Agell Jane, N. (2023). Combining lean and agile manufacturing competitive advantages through Industry 4.0 technologies: an integrative approach. Production Planning & Control, 34(5), 442–458. https://doi.org/10.1080/09537287.2021.1934587

    Article  Google Scholar 

  • Dohale, V., Verma, P., Gunasekaran, A., & Ambilkar, P. (2023). COVID-19 and supply chain risk mitigation: A case study from India. The International Journal of Logistics Management, 34(2), 417–442. https://doi.org/10.1108/IJLM-04-2021-0197

    Article  Google Scholar 

  • Duclos, L. K., Vokurka, R. J., & Lummus, R. R. (2003). A conceptual model of supply chain flexibility. Industrial Management & Data Systems, 103(6), 446–456. https://doi.org/10.1108/02635570310480015

    Article  Google Scholar 

  • Durach, C. F., Repasky, T., & Wiengarten, F. (2022). Patterns in firms’ inventories and flexibility levels after a low-probability, high-impact disruption event: Empirical evidence from the Great East Japan earthquake. Production and Operations Management, 32(6), 1705–1723. https://doi.org/10.1111/poms.13935

    Article  Google Scholar 

  • Durach, C. F., Wieland, A., & Machuca, J. A. (2015). Antecedents and dimensions of supply chain robustness: A systematic literature review. International Journal of Physical Distribution & Logistics Management, 45(1/2), 118–137.

    Article  Google Scholar 

  • Elrefae, G., & Nuseir, M. (2022). Blockchain in global finance make-over: Exploring the mediating role of supply chain flexibility. Uncertain Supply Chain Management, 10(3), 983–992. https://doi.org/10.5267/j.uscm.2022.2.015

    Article  Google Scholar 

  • Fan, Y., Schwartz, F., Voß, S., & Woodruff, D. L. (2023). Catastrophe insurance and flexible planning for supply chain disruption management: A stochastic simulation case study. International Journal of Production Research. https://doi.org/10.1080/00207543.2023.2176179

    Article  Google Scholar 

  • Galvão, G. D. A., Evans, S., Ferrer, P. S. S., & de Carvalho, M. M. (2022). Circular business model: Breaking down barriers towards sustainable development. Business Strategy and the Environment, 31(4), 1504–1524. https://doi.org/10.1002/bse.2966

    Article  Google Scholar 

  • Gijsbrechts, J., Boute, R. N., Disney, S. M., & Van Mieghem, J. A. (2022). Volume flexibility at responsive suppliers in reshoring decisions: Analysis of a dual sourcing inventory model. Production and Operations Management. https://doi.org/10.1111/poms.13719

    Article  Google Scholar 

  • GJFSM. (2023). Aims and Scope. Available at: https://www.springer.com/journal/40171/aims-and-scope. (Retrieved 4 March, 2023)

  • Gosling, J., Naim, M., & Towill, D. (2013). A supply chain flexibility framework for engineer-to-order systems. Production Planning & Control, 24(7), 552–566. https://doi.org/10.1080/09537287.2012.659843

    Article  Google Scholar 

  • Gu, M., Yang, L., & Huo, B. (2021). The impact of information technology usage on supply chain resilience and performance: An ambidexterous view. International Journal of Production Economics, 232, 107956. https://doi.org/10.1016/j.ijpe.2020.107956

    Article  Google Scholar 

  • Hasan, F., Bellenstedt, M. F. R., & Islam, M. R. (2023). Demand and supply disruptions during the Covid-19 crisis on firm productivity. Global Journal of Flexible Systems Management, 24(1), 87–105. https://doi.org/10.1007/s40171-022-00324-x

    Article  Google Scholar 

  • Iftikhar, A., Ali, I., Arslan, A., & Tarba, S. (2022). Digital innovation, data analytics, and supply chain resiliency: A bibliometric-based systematic literature review. Annals of Operations Research, 1–24.

  • Ishak, S., Shaharudin, M. R., Salim, N. A. M., Zainoddin, A. I., & Deng, Z. (2023). The effect of supply chain adaptive strategies during the COVID-19 pandemic on firm performance in Malaysia's semiconductor industries. Global Journal of Flexible Systems Management, 24(3), 439–458.

  • Ivanov, D., & Dolgui, A. (2019). Low-certainty-need (LCN) supply chains: A new perspective in managing disruption risks and resilience. International Journal of Production Research, 57(15–16), 5119–5136. https://doi.org/10.1080/00207543.2018.1521025

    Article  Google Scholar 

  • Jafari, H., Ghaderi, H., Malik, M., & Bernardes, E. (2022). The effects of supply chain flexibility on customer responsiveness: the moderating role of innovation orientation. Production Planning & Control. https://doi.org/10.1080/09537287.2022.2028030

    Article  Google Scholar 

  • Jha, A., Sharma, R. R. K., Kumar, V., & Verma, P. (2022). Designing supply chain performance system: A strategic study on Indian manufacturing sector. Supply Chain Management: An International Journal, 27(1), 66–88. https://doi.org/10.1108/SCM-05-2020-0198

    Article  Google Scholar 

  • Juan, S.-J., & Li, E. Y. (2023). Financial performance of firms with supply chains during the COVID-19 pandemic: The roles of dynamic capability and supply chain resilience. International Journal of Operations & Production Management, 43(5), 712–737. https://doi.org/10.1108/IJOPM-04-2022-0249

    Article  Google Scholar 

  • Kazancoglu, I., Ozbiltekin-Pala, M., Kumar Mangla, S., Kazancoglu, Y., & Jabeen, F. (2022a). Role of flexibility, agility and responsiveness for sustainable supply chain resilience during COVID-19. Journal of Cleaner Production, 362, 132431. https://doi.org/10.1016/j.jclepro.2022.132431

    Article  Google Scholar 

  • Kazancoglu, I., Ozbiltekin-Pala, M., Mangla, S. K., Kazancoglu, Y., & Jabeen, F. (2022b). Role of flexibility, agility and responsiveness for sustainable supply chain resilience during COVID-19. Journal of Cleaner Production, 362, 132431.

    Article  Google Scholar 

  • Kazemian, I., & Aref, S. (2016). Multi-echelon supply chain flexibility enhancement through detecting bottlenecks. Global Journal of Flexible Systems Management, 17(4), 357–372. https://doi.org/10.1007/s40171-016-0130-8

    Article  Google Scholar 

  • Khanuja, A., & Jain, R. K. (2022). The mediating effect of supply chain flexibility on the relationship between supply chain integration and supply chain performance. Journal of Enterprise Information Management, 35(6), 1548–1569. https://doi.org/10.1108/JEIM-11-2020-0449

    Article  Google Scholar 

  • Li, J., Ho, M. S., Xie, C., & Stern, N. (2022). China’s flexibility challenge in achieving carbon neutrality by 2060. Renewable and Sustainable Energy Reviews, 158, 112112. https://doi.org/10.1016/j.rser.2022.112112

    Article  Google Scholar 

  • Li, Y., Wang, X., Gong, T., & Wang, H. (2023). Breaking out of the pandemic: How can firms match internal competence with external resources to shape operational resilience? Journal of Operations Management, 69(3), 384–403. https://doi.org/10.1002/joom.1176

    Article  Google Scholar 

  • Liao, Y., & Marsillac, E. (2015). External knowledge acquisition and innovation: the role of supply chain network-oriented flexibility and organisational awareness. International Journal of Production Research, 53(18), 5437–5455.

    Article  Google Scholar 

  • Liu, J. S., Lu, L. Y. Y., & Ho, M.H.-C. (2019). A few notes on main path analysis. Scientometrics, 119(1), 379–391. https://doi.org/10.1007/s11192-019-03034-x

    Article  Google Scholar 

  • Lummus, R. R., Duclos, L. K., & Vokurka, R. J. (2003). Supply chain flexibility: Building a new model. Global Journal of Flexible Systems Management, 4(4), 1–14.

    Google Scholar 

  • Lummus, R. R., Vokurka, R. J., & Duclos, L. K. (2005). Delphi study on supply chain flexibility. International Journal of Production Research, 43(13), 2687–2708. https://doi.org/10.1080/00207540500056102

    Article  Google Scholar 

  • Mahajan, R., Garg, S., & Sharma, P. (2013). Frozen corn manufacturing and its supply chain: Case study using SAP–LAP approach. Global Journal of Flexible Systems Management, 14(3), 167–177. https://doi.org/10.1007/s40171-013-0040-y

    Article  Google Scholar 

  • Manders, J. H. M., Caniëls, M. C. J., & Ghijsen, P. W. T. (2016). Exploring supply chain flexibility in a FMCG food supply chain. Journal of Purchasing and Supply Management, 22(3), 181–195. https://doi.org/10.1016/j.pursup.2016.06.001

    Article  Google Scholar 

  • Manders, J. H. M., Caniëls, M. C. J., & Ghijsen, P. W. T. (2017). Supply chain flexibility. The International Journal of Logistics Management, 28(4), 964–1026. https://doi.org/10.1108/IJLM-07-2016-0176

    Article  Google Scholar 

  • Mangla, S. K., Kumar, P., & Barua, M. K. (2014). A flexible decision framework for building risk mitigation strategies in green supply chain using SAP–LAP and IRP approaches. Global Journal of Flexible Systems Management, 15(3), 203–218. https://doi.org/10.1007/s40171-014-0067-8

    Article  Google Scholar 

  • Mas-Tur, A., Kraus, S., Brandtner, M., Ewert, R., & Kürsten, W. (2020). Advances in management research: A bibliometric overview of the Review of Managerial Science. Review of Managerial Science, 14, 933–958. https://doi.org/10.1007/s11846-020-00406-z

    Article  Google Scholar 

  • Mathiyazhagan, K., Gnanavelbabu, A., Kumar, N. N., & Agarwal, V. (2022). A framework for implementing sustainable lean manufacturing in the electrical and electronics component manufacturing industry: An emerging economies country perspective. Journal of Cleaner Production, 334, 130169. https://doi.org/10.1016/j.jclepro.2021.130169

    Article  Google Scholar 

  • Meidute-Kavaliauskiene, I., Yıldız, B., Çiğdem, Ş, & Činčikaitė, R. (2021). An integrated impact of blockchain on supply chain applications. Logistics, 5, 33. https://doi.org/10.3390/logistics5020033

    Article  Google Scholar 

  • Mendiratta, A., Singh, S., Yadav, S. S., & Mahajan, A. (2023). Bibliometric and Topic Modeling Analysis of Corporate Social Irresponsibility. Global Journal of Flexible Systems Management, 24(3), 319–339.

  • More, D., & Babu, A. S. (2009). Analysis of the dynamics between supply chain flexibility and key management ratios. International Journal of Business Innovation and Research, 3(2), 199. https://doi.org/10.1504/IJBIR.2009.022755

    Article  Google Scholar 

  • More, D., & Babu, A. S. (2011). Managing supply chain flexibility using an integrated approach of classifying, structuring and impact assessment. International Journal of Services and Operations Management, 8, 46–75. https://doi.org/10.1504/IJSOM.2011.03744

    Article  Google Scholar 

  • More, D., & Babu, A. (2012). Benchmarking supply chain flexibility using data envelopment analysis. International Journal of Logistics Systems and Management, 12, 288–317. https://doi.org/10.1504/IJLSM.2012.047603

    Article  Google Scholar 

  • More, D., & Subash Babu, A. (2008). Perspectives, practices and future of supply chain flexibility. International Journal of Business Excellence, 1(3), 302–336.

    Article  Google Scholar 

  • Munir, M., Jajja, M. S. S., Chatha, K. A., & Farooq, S. (2020). Supply chain risk management and operational performance: The enabling role of supply chain integration. International Journal of Production Economics, 227, 107667. https://doi.org/10.1016/j.ijpe.2020.107667

    Article  Google Scholar 

  • Naghshineh, B., & Carvalho, H. (2022). The implications of additive manufacturing technology adoption for supply chain resilience: A systematic search and review. International Journal of Production Economics, 247, 108387. https://doi.org/10.1016/j.ijpe.2021.108387

    Article  Google Scholar 

  • Nalimov, V. V., & Mul’chenko, Z. M. (1969), Naukometriya. Izuchenie nauki kak informatsionnogo protsessa [Scientometrics. The study of science as an information process], Moscow.

  • Nayal, K., Kumar, S., Raut, R. D., Queiroz, M. M., Priyadarshinee, P., & Narkhede, B. E. (2022a). Supply chain firm performance in circular economy and digital era to achieve sustainable development goals. Business Strategy and the Environment, 31(3), 1058–1073.

    Article  Google Scholar 

  • Nayal, K., Raut, R. D., Yadav, V. S., Priyadarshinee, P., & Narkhede, B. E. (2022b). The impact of sustainable development strategy on sustainable supply chain firm performance in the digital transformation era. Business Strategy and the Environment, 31(3), 845–859.

    Article  Google Scholar 

  • Oliveira-Dias, D., Moyano-Fuentes, J., & Maqueira-Marín, J. M. (2022). Understanding the relationships between information technology and lean and agile supply chain strategies: A systematic literature review. Annals of Operations Research, 312(2), 973–1005. https://doi.org/10.1007/s10479-022-04520-x

    Article  Google Scholar 

  • Ozdemir, D., Sharma, M., Dhir, A., & Daim, T. (2022). Supply chain resilience during the COVID-19 pandemic. Technology in Society, 68, 101847. https://doi.org/10.1016/j.techsoc.2021.101847

    Article  Google Scholar 

  • Pellegrino, R., Gaudenzi, B., & Zsidisin, G. A. (2023). Mitigating foreign exchange risk exposure with supply chain flexibility: A real option analysis. Journal of Business Logistics, 00, 1–27. https://doi.org/10.1111/jbl.12338

    Article  Google Scholar 

  • Pérez-Pérez, M., Kocabasoglu-Hillmer, C., Serrano-Bedia, A. M., & López-Fernández, M. C. (2019). Manufacturing and supply chain flexibility: Building an integrative conceptual model through systematic literature review and bibliometric analysis. Global Journal of Flexible Systems Management, 20(1), 1–23. https://doi.org/10.1007/s40171-019-00221-w

    Article  Google Scholar 

  • Piprani, A. Z., Jaafar, N. I., Ali, S. M., Mubarik, M. S., & Shahbaz, M. (2022). Multi-dimensional supply chain flexibility and supply chain resilience: The role of supply chain risks exposure. Operations Management Research, 15(1), 307–325. https://doi.org/10.1007/s12063-021-00232-w

    Article  Google Scholar 

  • Prabhu, H. M., & Srivastava, A. K. (2023). CEO transformational leadership, supply chain agility and firm performance: A TISM modeling among SMEs. Global Journal of Flexible Systems Management, 24(1), 51–65. https://doi.org/10.1007/s40171-022-00323-y

    Article  Google Scholar 

  • Pujawan, I. N., & Bah, A. U. (2022). Supply chains under COVID-19 disruptions: literature review and research agenda. In Supply Chain Forum: An International Journal (Vol. 23, No. 1, pp. 81–95). Taylor & Francis.

  • Qaiser, F. H., Ahmed, K., Sykora, M., Choudhary, A., & Simpson, M. (2017). Decision support systems for sustainable logistics: A review and bibliometric analysis. Industrial Management & Data Systems, 117(7), 1376–1388. https://doi.org/10.1108/IMDS-09-2016-0410

    Article  Google Scholar 

  • Ramos, E., Patrucco, A. S., & Chavez, M. (2023). Dynamic capabilities in the “new normal”: a study of organizational flexibility, integration and agility in the Peruvian coffee supply chain. Supply Chain Management: An International Journal, 28(1), 55–73.

    Article  Google Scholar 

  • Sangari, M. S., Hosnavi, R., & Zahedi, M. R. (2015). The impact of knowledge management processes on supply chain performance: An empirical study. The International Journal of Logistics Management, 26(3), 603–626.

    Article  Google Scholar 

  • Sara, K. K., Seyed, J. S., & Seyed Gholamreza, J. N. (2022). A bi-objective production planning for a flexible supply chain solved using NSGA-II and MOPSO. International Journal of Industrial Engineering and Management, 13(1), 18–37. https://doi.org/10.24867/IJIEM-2022-1-298

    Article  Google Scholar 

  • Sarker, M. R., Moktadir, M. A., & Santibanez-Gonzalez, E. D. R. (2021). Social sustainability challenges towards flexible supply chain management: Post-COVID-19 perspective. Global Journal of Flexible Systems Management, 22(2), 199–218. https://doi.org/10.1007/s40171-021-00289-3

    Article  Google Scholar 

  • Settembre-Blundo, D., González-Sánchez, R., Medina-Salgado, S., & García-Muiña, F. E. (2021). Flexibility and resilience in corporate decision making: A new sustainability-based risk management system in uncertain times. Global Journal of Flexible Systems Management, 22(2), 107–132. https://doi.org/10.1007/s40171-021-00277-7

    Article  Google Scholar 

  • Shen, Z. M., & Sun, Y. (2023). Strengthening supply chain resilience during COVID-19: A case study of JD.com. Journal of Operations Management, 69(3), 359–383. https://doi.org/10.1002/joom.1161

    Article  Google Scholar 

  • Shibin, K. T., Gunasekaran, A., Papadopoulos, T., Dubey, R., Singh, M., & Fosso Wamba, S. (2015). Enablers and barriers of flexible green supply chain management: A total interpretive structural modeling approach. Global Journal of Flexible Systems Management, 17(2), 171–188. https://doi.org/10.1007/s40171-015-0109-x

    Article  Google Scholar 

  • Shukor, A. A. A., Newaz, M. S., Rahman, M. K., & Taha, A. Z. (2021). Supply chain integration and its impact on supply chain agility and organizational flexibility in manufacturing firms. International Journal of Emerging Markets, 16(8), 1721–1744. https://doi.org/10.1108/IJOEM-04-2020-0418

    Article  Google Scholar 

  • Singagerda, F., Fauzan, A., & Desfiandi, A. (2022). The role of supply chain visibility, supply chain flexibility, supplier development on business performance of logistics companies. Uncertain Supply Chain Management, 10(2), 463–470. https://doi.org/10.5267/j.uscm.2021.12.005

    Article  Google Scholar 

  • Singh, P., Singh, V., & Lathabai, H. (2022). Bibliometric patterns and concept evolution trajectories in research publications in future generation computer systems. https://doi.org/10.48550/arXiv.2207.14442

  • Singh, S., Singh, S., & Dhir, S. (2023a). The evolving relationship of entrepreneurship, technology, and innovation: A topic modeling perspective. The International Journal of Entrepreneurship and Innovation, 14657503231179597.

  • Singh, R. K., & Acharya, P. (2013). Supply chain flexibility: A frame work of research dimensions. Global Journal of Flexible Systems Management, 14(3), 157–166. https://doi.org/10.1007/s40171-013-0039-4

    Article  Google Scholar 

  • Singh, R. K., Modgil, S., & Acharya, P. (2019). Assessment of supply chain flexibility using system dynamics modeling. Global Journal of Flexible Systems Management, 20(1), 39–63. https://doi.org/10.1007/s40171-019-00224-7

    Article  Google Scholar 

  • Singh, S., Akbani, I., & Dhir, S. (2020a). Service innovation implementation: A systematic review and research agenda. The Service Industries Journal, 40(7–8), 491–517.

    Article  Google Scholar 

  • Singh, S., & Dhir, S. (2019). Structured review using TCCM and bibliometric analysis of international cause-related marketing, social marketing, and innovation of the firm. International Review on Public and Nonprofit Marketing, 16, 335–347.

    Article  Google Scholar 

  • Singh, S., Dhir, S., Das, V. M., & Sharma, A. (2020b). Bibliometric overview of the technological forecasting and social change journal: Analysis from 1970 to 2018. Technological Forecasting and Social Change, 154, 119963.

    Article  Google Scholar 

  • Singh, S., Dhir, S., Evans, S., & Sushil. (2021). The trajectory of two decades of global journal of flexible systems management and flexibility research: A bibliometric analysis. Global Journal of Flexible Systems Management, 22(4), 377–401. https://doi.org/10.1007/s40171-021-00286-6

    Article  Google Scholar 

  • Singh, S., Singh, S., Koohang, A., Sharma, A., & Dhir, S. (2023b). Soft computing in business: Exploring current research and outlining future research directions. Industrial Management & Data Systems, 123(8), 2079–2127.

    Article  Google Scholar 

  • Song, M., Yuan, S., Bo, H., Song, J., Pan, X., & Jin, K. (2022). Robust optimization model of anti-epidemic supply chain under technological innovation: learning from COVID-19. Annals of Operations Research. https://doi.org/10.1007/s10479-022-04855-5

    Article  Google Scholar 

  • Srivastava, S., Singh, S., & Dhir, S. (2020). Culture and International business research: A review and research agenda. International Business Review, 29(4), 101709.

    Article  Google Scholar 

  • Stevenson, M., & Spring, M. (2007). Flexibility from a supply chain perspective: Definition and review. International Journal of Operations & Production Management, 27(7), 685–713. https://doi.org/10.1108/01443570710756956

    Article  Google Scholar 

  • Sushil. (2017). Does flexibility mitigate or enhance risk? Global Journal of Flexible Systems Management, 18(3), 169–171. https://doi.org/10.1007/s40171-017-0156-6

    Article  Google Scholar 

  • Teixeira, P., Coelho, A., Fontoura, P., Sá, J. C., Silva, F. J. G., Santos, G., & Ferreira, L. P. (2022). Combining lean and green practices to achieve a superior performance: The contribution for a sustainable development and competitiveness—An empirical study on the Portuguese context. Corporate Social Responsibility and Environmental Management, 29(4), 887–903. https://doi.org/10.1002/csr.2242

    Article  Google Scholar 

  • Tiwari, A. K., Tiwari, A., & Samuel, C. (2015). Supply chain flexibility: A comprehensive review. Management Research Review, 38(7), 767–792. https://doi.org/10.1108/MRR-08-2013-0194

    Article  Google Scholar 

  • Tiwari, A. K., Tiwari, A., Samuel, C., & Bhardwaj, P. (2013). Procurement flexibility as a tool for supplier selection in disastrous environments. Global Journal of Flexible Systems Management, 14(4), 211–223. https://doi.org/10.1007/s40171-013-0045-6

    Article  Google Scholar 

  • Tukamuhabwa, B. R., Stevenson, M., Busby, J., & Zorzini, M. (2015). Supply chain resilience: Definition, review and theoretical foundations for further study. International Journal of Production Research, 53(18), 5592–5623.

    Article  Google Scholar 

  • Van Eck, N.J., Waltman, L. (2021). VOSviewer: Visualizing scientific landscapes (1.6.17). Centre for Science and Technology Studies, Leiden University. Available at: https://www.vosviewer.com/documentation/Manual_VOSviewer_1.6.17.pdf. (Retrieved 3 March, 2023)

  • Varma, S., Singh, N., & Zhang, J. Z. (2023). Evolving trajectories of circular supply chain domain: A citation path analysis. Journal of Enterprise Information Management, 36(6), 1610–1646.

    Article  Google Scholar 

  • Vickery, S. N., Calantone, R., & Dröge, C. (1999). Supply chain flexibility: An empirical study. Journal of Supply Chain Management, 35(2), 16–24. https://doi.org/10.1111/j.1745-493X.1999.tb00058.x

    Article  Google Scholar 

  • Wadhwa, S., Ducq, Y., Saxena, A., & Prakash, A. (2008). Supply chain as a flexible system: A KM focused competence. Global Journal of Flexible Systems Management, 9, 15–30

    Article  Google Scholar 

  • Wang, J., Peng, X., Du, Y., & Wang, F. (2022). A tripartite evolutionary game research on information sharing of the subjects of agricultural product supply chain with a farmer cooperative as the core enterprise. Managerial and Decision Economics, 43(1), 159–177. https://doi.org/10.1002/mde.3365

    Article  Google Scholar 

  • Wang, M., & Yang, Y. (2022). An empirical analysis of the supply chain flexibility using blockchain technology. Frontiers in Psychology, 13, 1004007.

    Article  Google Scholar 

  • Wang, N., Ma, S., & Wang, Y. (2021). Uniting in the letter but breaching in the spirit: Contract flexibility and interfirm collaboration based on the contracts as reference points theory. Industrial Marketing Management, 97, 193–204. https://doi.org/10.1016/j.indmarman.2021.07.009

    Article  Google Scholar 

  • Waqas, U., Abd Rahman, A., Ismail, N. W., Kamal Basha, N., & Umair, S. (2023). Influence of supply chain risk management and its mediating role on supply chain performance: Perspectives from an agri-fresh produce. Annals of Operations Research, 324(1), 1399–1427. https://doi.org/10.1007/s10479-022-04702-7

    Article  Google Scholar 

  • Wicaksana, A., Ho, W., Talluri, S., & Dolgui, A. (2022). A decade of progress in supply chain risk management: Risk typology, emerging topics, and research collaborators. International Journal of Production Research, 60(24), 7155–7177. https://doi.org/10.1080/00207543.2022.2077672

    Article  Google Scholar 

  • Wided, R. (2023). IT capabilities, strategic flexibility and organizational resilience in SMEs Post-COVID-19: A mediating and moderating role of big data analytics capabilities. Global Journal of Flexible Systems Management, 24(1), 123–142. https://doi.org/10.1007/s40171-022-00327-8

    Article  Google Scholar 

  • Wilujeng, S., Sarwoko, E., & Nikmah, F. (2022). Triple-A strategy: For supply chain performance of Indonesian SMEs. Uncertain Supply Chain Management, 10(1), 95–100.

    Article  Google Scholar 

  • Yang, L., Huo, B., & Gu, M. (2022a). The impact of information sharing on supply chain adaptability and operational performance. The International Journal of Logistics Management, 33(2), 590–619.

    Article  Google Scholar 

  • Yang, Y., Zheng, Y., Xie, G., & Tian, Y. (2022b). The influence mechanism of strategic partnership on enterprise performance: Exploring the chain mediating role of information sharing and supply chain flexibility. Sustainability, 14(8), 4800. https://doi.org/10.3390/su14084800

    Article  Google Scholar 

  • Yu, D., & Fang, A. (2023). The knowledge trajectory and structure of the supply chain integration: A main path and cluster analysis. Journal of Enterprise Information Management, 36(4), 1056–1079. https://doi.org/10.1108/JEIM-11-2022-0404

    Article  Google Scholar 

  • Zhao, X., Zuo, J., Wu, G., & Huang, C. (2019). A bibliometric review of green building research 2000–2016. Architectural Science Review, 62(1), 74–88. https://doi.org/10.1080/00038628.2018.1485548

    Article  Google Scholar 

  • Zhu, C., Guo, X., & Zou, S. (2022). Impact of information and communications technology alignment on supply chain performance in the Industry 4.0 era: Mediation effect of supply chain integration. Journal of Industrial and Production Engineering, 39(7), 505–520.

    Article  Google Scholar 

  • Zhu, J., Wang, H., & Xu, J. (2021). Fuzzy DEMATEL-QFD for designing supply chain of shipbuilding materials based on flexible strategies. Journal of Marine Science and Engineering. https://doi.org/10.3390/jmse9101106

    Article  Google Scholar 

  • Zhu, X., & Wu, Y. J. (2022). How does supply chain resilience affect supply chain performance? The Mediating Effect of Sustainability. Sustainability, 14(21), 14626.

    Google Scholar 

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Varma, S., Singh, N. & Patra, A. Supply Chain Flexibility: Unravelling the Research Trajectory Through Citation Path Analysis. Glob J Flex Syst Manag 25, 199–222 (2024). https://doi.org/10.1007/s40171-024-00382-3

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