Causal Factors Influencing Customer Loyalty in the International Freight Forwarding Business: The Mediating Roles of Customer Satisfaction and Customer Engagement

Authors

  • Puthipong Thanaveerakul
  • Chuensumon Bunnag
  • Piyawan Keawchan
  • Chayongkan Pamornmarst

Keywords:

Logistics Service Quality, Customer Relationship Management, Customer Satisfaction, Customer Engagement, , Customer Loyalty, Freight Forwarding Business

Abstract

This study aims to investigate the causal factors influencing customer loyalty in the international freight forwarding business by examining the effects of logistics service quality and customer relationship management on customer loyalty, with customer satisfaction and customer engagement serving as mediating variables. An online questionnaire was employed as the primary instrument for data collection. The study population consisted of 400 international import-export entrepreneurs who utilize international freight forwarding services. Convenience sampling was employed by distributing the questionnaire via email to the target group. Data were analyzed using Covariance-Based Structural Equation Modeling (CB-SEM) to examine the causal relationships among variables and to assess model fit using various indices, such as CMIN/df, RMSEA, CFI, and TLI.

The research findings revealed that customer engagement had the strongest direct positive effect on customer loyalty, followed by customer satisfaction. Logistics service quality demonstrated direct effects on both customer satisfaction and customer engagement, while customer relationship management showed no direct effect on customer satisfaction but had a direct effect on customer engagement. Additionally, customer satisfaction and customer engagement played a partial mediating role between logistics service quality and customer relationship management with customer loyalty. These findings suggest that entrepreneurs should focus on developing logistics service quality across three dimensions: capability, process, and outcome quality, alongside developing customer relationship management systems that emphasize engagement creation, in order to establish sustainable competitive advantages through the enhancement of long-term customer loyalty.

References

Ahn, J. and Lee, S. 2021. The influence of customer experience on customer engagement: Mediating role of customer trust and satisfaction. Journal of Hospitality and Tourism Management. Vol. 46. 143-152.

Bentler, P. M. and Bonett, D. G. 1980. Significance tests and goodness of fit in the analysis of covariance structures. Psychological Bulletin. Vol. 88. No. 3. 588-606.

Bowden, J. L. H. 2009. The process of customer engagement: A conceptual framework. Journal of Marketing Theory and Practice. Vol. 17. No. 1. 63-74.

Bryman, A. and Bell, E. 2011. Business research methods. 3rd Ed. Oxford University Press.

Byrne, B. M. 1998. Structural equation modeling with LISREL, PRELIS, and SIMPLIS: Basic concepts, applications, and programming. Lawrence Erlbaum Associates.

Cater, T., Cater, B. and Cerne, M. 2022. Emotional and rational customer loyalty in B2B relationships. Journal of Business and Industrial Marketing. Vol. 37. No. 13. 176-192.

Chaimanon, T. and Suthipan, R. 2021. Factors influencing customer switching behavior in Thai logistics business. Journal of Economics and Business Administration. Vol. 13. No. 2. 76-92.

Chen, H. T. and Li, X. 2021. The relationship between customer experience, satisfaction and loyalty: Moderating role of trust. Tourism Management Perspectives. Vol. 39. 100835.

Chen, Z. and Wu, L. 2023. The impact of logistics service agility on customer engagement in e-commerce. International Journal of Production Economics. Vol. 245. 108409.

Fornell, C. and Larcker, D. F. 1981. Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research. Vol. 18. No. 1. 39-50.

Hair, J. F., Ringle, C. M. and Sarstedt, M. 2011. PLS-SEM: Indeed a silver bullet. Journal of Marketing Theory and Practice. Vol. 19. No. 2. 139-152.

Hasan, M., Uddin, A. and Khan, S. 2012. The impact of CRM on customer retention: A case study of selected banks in Pakistan. European Journal of Business and Management. Vol. 4. No. 6. 85-92.

Hollebeek, L. D., Clark, M. K. and Macky, K. 2021. Demystifying customer brand engagement to facilitate sustainable B2B relationships. Industrial Marketing Management. Vol. 92. 70-85.

Hu, L. T. and Bentler, P. M. 1999. Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal. Vol. 6. No. 1. 1-55.

Johnson, M. and Park, B. 2022. Dual routes from business-to-business quality to satisfaction: Addressing ambiguity in the satisfaction-loyalty relationship. Industrial Marketing Management. Vol. 91. 41-53.

Kalyar, M. N., Shafique, I. and Ahmad, B. 2021. Effect of logistics service quality on customer satisfaction: An empirical study of logistics companies in Pakistan. International Journal of Quality and Reliability Management. Vol. 38. No. 5. 1367-1386.

Keeling, D. I., Keeling, K. and McGoldrick, P. J. 2021. Retail relationships in a digital age: Understanding the role of the emotional dimension. Journal of Business Research. Vol. 113. 183-195.

Khalifa, M. and Shen, K. N. 2005. Effects of electronic customer relationship management on customer satisfaction: A temporal model. Proceedings of the 38th Annual Hawaii International Conference on System Sciences. 171a.

Kim, J. and Anderson, J. 2021. Integrating logistics service quality with customer satisfaction: A comprehensive approach. Journal of Global Business Management. Vol. 17. No. 2. 67-79.

Kim, Y. and Yang, H. 2020. The effects of perceived satisfaction level of high-involvement product choice attribute of airline service on customer loyalty. Journal of Air Transport Management. Vol. 83. 101764.

Kline, R. B. 2011. Principles and practice of structural equation modeling. 3rd Ed. The Guilford Press.

Komulainen, H. and Saraniemi, S. 2019. Customer-centered business model development for high-tech B2B firms. Journal of Business and Industrial Marketing. Vol. 34. No. 7. 1384-1396.

Krungsri Research Center. 2023. Logistics business trends 2023-2024. Krungsri Research Center.

Kumar, V. and Pansari, A. 2019. Customer engagement marketing. Palgrave Macmillan.

Lee, T. H., Ko, Y. C. and Chen, H. T. 2024. Examining customer satisfaction and customer engagement in the post-COVID era: A cross-industry study. International Journal of Hospitality Management. Vol. 58. 102774.

Liu, C. and Lee, M. 2021. Integration of delivery and logistics service quality on consumer satisfaction and loyalty: A case study of e-commerce platforms in the post-pandemic era. Journal of Retailing and Consumer Services. Vol. 58. 102286.

Liu, G., Kim, K. H. and Klein, G. 2022. The impact of customer relationship management on customer satisfaction and loyalty in service context. Journal of Services Marketing. Vol. 36. No. 1. 102-118.

Long, C. S., Khalafinezhad, R., Ismail, W. K. W. and Rasid, S. Z. A. 2013. Impact of CRM factors on customer satisfaction and loyalty. Asian Social Science. Vol. 9. No. 10. 247-253.

Martinez, J. and Rodriguez, I. 2020. The role of customer gratitude, satisfaction, and engagement in generating customer loyalty. Journal of Hospitality Marketing and Management. Vol. 29. No. 5. 559-579.

National Economic and Social Development Board. 2023. International logistics performance index report 2023. National Economic and Social Development Board.

Nguyen, T. T., Phan, D. T. and Le, A. H. 2020. The determinants of customer satisfaction and loyalty in the logistics service industry: An application for B2B relationships. Journal of International Logistics and Trade. Vol. 18. No. 2. 77-88.

Office of the National Economic and Social Development Council. 2023. International Logistics Performance Index Report 2023. National Economic and Social Development Board.

Palmatier, R. W., Kumar, V. and Harmeling, C. M. 2023. Customer relationship management in B2B markets: A strategic framework for sustainable competitive advantage. Industrial Marketing Management. Vol. 101. 17-32.

Payne, A. and Frow, P. 2004. The role of multichannel integration in customer relationship management. Industrial Marketing Management. Vol. 33. No. 6. 527-538.

Raouf A.R. 2018. Consequences of Consumer Engagement in Service Marketing: An Empirical Exploration. Journal of Global Marketing. 1-18.

Rather, R. A. and Sharma, J. 2017. Customer engagement for evaluating customer relationships in hotel industry. European Journal of Tourism, Hospitality and Recreation. Vol. 8. No. 1. 1-13.

Reinartz, W. J. and Kumar, V. 2003. The impact of customer relationship characteristics on profitable lifetime duration. Journal of Marketing. Vol. 67. No. 1. 77-99.

Reianu, D. G. 2012. The relationship between customer satisfaction and loyalty–A study on a B2B telecom distribution company. Journal of Retailing and Consumer Services. Vol. 19. No. 6. 656-662.

Rovinelli, R. J. and Hambleton, R. K. 1977. On the use of content specialists in the assessment of criterion-referenced test item validity. Dutch Journal of Educational Research. Vol. 2. 49-60.

Sarlak, M. A. and Fard, R. S. 2009. The impact of CRM on the customer satisfaction in agricultural bank. American Journal of Economics and Business Administration. Vol. 1. No. 2. 167-172.

Sashi, C. M. 2012. Customer engagement, buyer-seller relationships, and social media. Management Decision. Vol. 50. No. 2. 253-272.

Sharma, M. and Nayak, S. 2022. Examining the role of customer satisfaction in B2B relationships: The mediating role of commitment and loyalty. Journal of Business and Industrial Marketing. Vol. 37. No. 7. 1397-1410.

Sohn, J. I., Woo, S. H. and Kim, T. W. 2017. Assessment of logistics service quality using the Kano model in a logistics-triadic relationship. International Journal of Logistics Management. Vol. 28. No. 2. 680-698.

Soltani, Z., Zareie, B., Milani, F. S. and Navimipour, N. J. 2018. The impact of the customer relationship management on the organization performance. Journal of High Technology Management Research. Vol. 29. No. 2. 237-246.

Tandon, U. and Gupta, A. 2023. The impact of logistics service quality dimensions on customer satisfaction: An empirical study of e-tail companies. Journal of Electronic Commerce Research. Vol. 24. No. 2. 129-143.

Thaiprayoon, T. and Sirisrisakulchai, J. 2020. Determinants of customer switching behavior in freight forwarding service: A case study of Thailand. International Journal of Trade, Economics and Finance. Vol. 11. No. 5. 124-132.

Vivek, S. D., Beatty, S. E. and Morgan, R. M. 2012. Customer engagement: Exploring customer relationships beyond purchase. Journal of Marketing Theory and Practice. Vol. 20. No. 2. 122-146.

Wang, J. N., Du, J., Chiu, Y. L. and Li, J. 2018. Dynamic effects of customer experience levels on durable product satisfaction: Price and popularity moderation. Electronic Commerce Research and Applications. Vol. 28. 16-29.

Xu, M. and Walton, J. 2005. Gaining customer knowledge through analytical CRM. Industrial Management and Data Systems. Vol. 105. No. 7. 955-971.

Yamane, T. 1967. Statistics: An introductory analysis. 2nd Ed. Harper and Row.

Zhang, M. and Deng, X. 2023. Customer loyalty in business-to-business markets: A systematic review and future research directions. Industrial Marketing Management. Vol. 109. 125-142.

Zhang, T., Lu, C., Torres, E. and Zayat, A. 2019. Service quality and value perceptions: The influence of emotion and cognition on customer behavioral intentions in hospitality services. International Journal of Contemporary Hospitality Management. Vol. 31. No. 12. 4503-4523.

Zhu, Q., Krikke, H., Caniëls, M. C. and Wang, Y. 2021. Supply chain integration: Value creation through managing inter-organizational learning. International Journal of Operations and Production Management. Vol. 41. No. 6. 962-996.

Additional Files

Published

2025-06-27

Issue

Section

บทความวิจัย (Research Article)