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The Moderating Effect of Customer Relationship on Supply Chain Risk Management and Organization Performance in Logistics Sector of Pakistan

Author

Listed:
  • Fahim ul Amin
  • Qingkai Ji
  • María del Carmen Valls Martínez
  • Qian-Li Dong
  • Shamsa Kanwal
  • Iram Zulfiqar

Abstract

The current study aims to determine the moderating effect of customer relationship on supply chain risk management and organizational performance, specifically for Pakistan’s logistics sector. The logistics sector is selected for the study as it has considerable significance in the country’s economy and also having substantial growth due to the China-Pakistan Economic Corridor (CPEC). This study is quantitative in nature and data collection is performed through a questionnaire based on several instruments (operation risk management, strategic risk management, perceived performance, customer relationship) from officials (administrative and management) of various public and private logistics companies involved in supply chain and customer relationships. A total of 227 responses are received out of 300, with 11 incomplete responses being eliminated. The hypotheses are formulated based on the literature and research theme. The hypotheses testing are performed using the Partial Least Squares Structural Equation Modeling (PLS-SEM) methodology. The findings suggest that strategic risk management and supply chain performance have a favorable relationship. The study also showed that there exists a negative association between customer relationship and performance. Conversely, the relationship between operational risk management and performance was not established in this study. The findings of this study offer inspiration for future research that can apply these findings on large sample of companies.

Suggested Citation

  • Fahim ul Amin & Qingkai Ji & María del Carmen Valls Martínez & Qian-Li Dong & Shamsa Kanwal & Iram Zulfiqar, 2023. "The Moderating Effect of Customer Relationship on Supply Chain Risk Management and Organization Performance in Logistics Sector of Pakistan," SAGE Open, , vol. 13(1), pages 21582440231, March.
    • Handle: RePEc:sae:sagope:v:13:y:2023:i:1:p:21582440231164123
    DOI: 10.1177/21582440231164123
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    as
    1. Saikat Das & H.M. Kamrul Hassan, 2021. "Impact of sustainable supply chain management and customer relationship management on organizational performance," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 71(6), pages 2140-2160, August.
    2. Randolph Sloof & Mirjam van Praag, 2015. "Testing for Distortions in Performance Measures: An Application to Residual Income‐Based Measures like Economic Value Added," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 24(1), pages 74-91, March.
    3. repec:eme:mfppss:v:40:y:2014:i:6:p:587-612 is not listed on IDEAS
    4. Ramanathan, Ramakrishnan, 2010. "The moderating roles of risk and efficiency on the relationship between logistics performance and customer loyalty in e-commerce," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 46(6), pages 950-962, November.
    5. Amulya Gurtu & Jestin Johny, 2021. "Supply Chain Risk Management: Literature Review," Risks, MDPI, vol. 9(1), pages 1-16, January.
    6. Rogers, W.E. & Wright, P.M., 1998. "Measuring Organizational Performance in Strategic Human Resource Management: Problems and Prospects," Papers 98-09, Cornell - Center for Advanced Human Resource Studies.
    7. Cristian Carini & Nicola Comincioli & Laura Poddi & Sergio Vergalli, 2017. "Measure the Performance with the Market Value Added: Evidence from CSR Companies," Sustainability, MDPI, vol. 9(12), pages 1-19, November.
    8. Stephan M. Wagner & Christoph Bode, 2009. "Dominant Risks and Risk Management Practices in Supply Chains," International Series in Operations Research & Management Science, in: George A. Zsidisin & Bob Ritchie (ed.), Supply Chain Risk, chapter 17, pages 271-290, Springer.
    9. Li, Suhong & Ragu-Nathan, Bhanu & Ragu-Nathan, T.S. & Subba Rao, S., 2006. "The impact of supply chain management practices on competitive advantage and organizational performance," Omega, Elsevier, vol. 34(2), pages 107-124, April.
    10. Rao Qasim Idrees & Rohimi Shapiee & Haniff Ahamat, 2019. "The Role of Logistics Infrastructure in China Pakistan Economic Corridor Energy Generation Development," International Journal of Energy Economics and Policy, Econjournals, vol. 9(1), pages 262-268.
    11. Cheung, Kam-Fung & Bell, Michael G.H. & Bhattacharjya, Jyotirmoyee, 2021. "Cybersecurity in logistics and supply chain management: An overview and future research directions," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 146(C).
    12. Jaffar Abbas & Saqlain Raza & Mohammad Nurunnabi & Mohd Sobri Minai & Shaher Bano, 2019. "The Impact of Entrepreneurial Business Networks on Firms’ Performance Through a Mediating Role of Dynamic Capabilities," Sustainability, MDPI, vol. 11(11), pages 1-28, May.
    13. J P C Kleijnen & M T Smits, 2003. "Performance metrics in supply chain management," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 54(5), pages 507-514, May.
    14. William Ho & Tian Zheng & Hakan Yildiz & Srinivas Talluri, 2015. "Supply chain risk management: a literature review," International Journal of Production Research, Taylor & Francis Journals, vol. 53(16), pages 5031-5069, August.
    15. Kleijnen, J.P.C. & Smits, M.T., 2003. "Performance metrics in supply chain management," Other publications TiSEM 80777aed-0c9f-4ded-b0bb-f, Tilburg University, School of Economics and Management.
    16. Aric Rindfleisch, 2020. "Transaction cost theory: past, present and future," AMS Review, Springer;Academy of Marketing Science, vol. 10(1), pages 85-97, June.
    17. Kevin B. Hendricks & Vinod R. Singhal, 2005. "Association Between Supply Chain Glitches and Operating Performance," Management Science, INFORMS, vol. 51(5), pages 695-711, May.
    18. Thorey S. Thorisdottir & Lara Johannsdottir, 2019. "Sustainability within Fashion Business Models: A Systematic Literature Review," Sustainability, MDPI, vol. 11(8), pages 1-26, April.
    19. Pfohl, Hans-Christian & Köhler, Holger & Thomas, David, 2010. "State of the art in supply chain risk management research. Empirical and conceptual findings and a roadmap for the implementation in practice," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 41981, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    20. Guerola-Navarro, Vicente & Gil-Gomez, Hermenegildo & Oltra-Badenes, Raul & Sendra-García, Javier, 2021. "Customer relationship management and its impact on innovation: A literature review," Journal of Business Research, Elsevier, vol. 129(C), pages 83-87.
    21. Samaneh Shokravi & Sherah Kurnia, 2014. "A Step towards Developing a Sustainability Performance Measure within Industrial Networks," Sustainability, MDPI, vol. 6(4), pages 1-22, April.
    22. Huo, Baofeng & Ye, Yuxiao & Zhao, Xiande & Wei, Jiang & Hua, Zhongsheng, 2018. "Environmental uncertainty, specific assets, and opportunism in 3PL relationships: A transaction cost economics perspective," International Journal of Production Economics, Elsevier, vol. 203(C), pages 154-163.
    23. Muhammad Sabbir Rahman & Md. Aftab Anwar & Ferdous Azam S. M. & Fadi Abdelmuniem Abdelfattah, 2015. "A Conceptual Study on Supply Chain Management in Creating Customer Value," The Journal of Social Sciences Research, Academic Research Publishing Group, vol. 1(3), pages 32-36, 07-2015.
    24. Joanne Martin, 1995. "The Style and Structure of Cultures in Organizations: Three Perspectives," Organization Science, INFORMS, vol. 6(2), pages 230-232, April.
    25. 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.
    26. Tang, Christopher S., 2006. "Perspectives in supply chain risk management," International Journal of Production Economics, Elsevier, vol. 103(2), pages 451-488, October.
    27. ManMohan S. Sodhi & Christopher S. Tang, 2021. "Supply Chain Management for Extreme Conditions: Research Opportunities," Journal of Supply Chain Management, Institute for Supply Management, vol. 57(1), pages 7-16, January.
    28. Ramakrishnan, K., 2010. "The competitive response of small, independent retailers to organized retail: Study in an emerging economy," Journal of Retailing and Consumer Services, Elsevier, vol. 17(4), pages 251-258.
    29. Julie Juan Li & Laura Poppo & Kevin Zheng Zhou, 2008. "Do managerial ties in China always produce value? Competition, uncertainty, and domestic vs. foreign firms," Strategic Management Journal, Wiley Blackwell, vol. 29(4), pages 383-400, April.
    30. repec:eme:mfppss:v:36:y:2010:i:9:p:768-784 is not listed on IDEAS
    31. Foltean, Florin Sabin & Trif, Simona Mihaela & Tuleu, Daniela Liliana, 2019. "Customer relationship management capabilities and social media technology use: Consequences on firm performance," Journal of Business Research, Elsevier, vol. 104(C), pages 563-575.
    32. Yossi Aviv, 2001. "The Effect of Collaborative Forecasting on Supply Chain Performance," Management Science, INFORMS, vol. 47(10), pages 1326-1343, October.
    33. Blandine Ageron & O. Lavastre & A. Gunasekaran & A. Spalanzani, 2013. "Innovative Supply Chain Practices: The State of French Companies," Post-Print halshs-00863547, HAL.
    34. Priyanka Meena & Praveen Sahu, 2021. "Customer Relationship Management Research from 2000 to 2020: An Academic Literature Review and Classification," Vision, , vol. 25(2), pages 136-158, June.
    35. Gunasekaran, A. & Patel, C. & McGaughey, Ronald E., 2004. "A framework for supply chain performance measurement," International Journal of Production Economics, Elsevier, vol. 87(3), pages 333-347, February.
    36. Fahim ul Amin & Qian-Li Dong & Katarzyna Grzybowska & Zahid Ahmed & Bo-Rui Yan, 2022. "A Novel Fuzzy-Based VIKOR–CRITIC Soft Computing Method for Evaluation of Sustainable Supply Chain Risk Management," Sustainability, MDPI, vol. 14(5), pages 1-15, February.
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