Determinants of Freight Forwarder Selection: A Decision-Making Model in Less-than-Container-Load (LCL) Shipping
DOI:
https://doi.org/10.38035/gijlss.v4i1.772Keywords:
freight forwarding, less-than-container-load (LCL) shipping, delivery time, brand image, intention to useAbstract
Previous studies in logistics and freight transportation have largely focused on service quality, customer satisfaction, or operational efficiency, but limited attention has been given to understanding how key service attributes influence customers’ behavioral intentions and final decisions in selecting freight forwarding services, particularly in the context of LCL shipping. This indicates a research gap in the existing literature on freight forwarding service selection. This study aims to develop a decision-making model for selecting freight forwarding services in Less-than-Container-Load (LCL) shipping by examining the influence of delivery time, price, and brand image on customers’ intention to use and decision to use freight forwarding services. A quantitative research approach was employed with data collected from 200 exporters and SMEs in Semarang, Surabaya, and Jakarta that utilize LCL shipping services. The data were analyzed using Structural Equation Modeling (SEM). The results indicate that delivery time, price, and brand image have significant positive effects on both intention to use and decision to use freight forwarding services. Among the independent variables, brand image shows the strongest influence on intention to use, while delivery time has the strongest impact on decision to use. Furthermore, intention to use significantly mediates the relationships between delivery time, price, brand image, and the decision to use freight forwarding services. This study contributes to the logistics and supply chain management literature by providing an integrated decision-making model for freight forwarding service selection in LCL shipping and offering practical insights for logistics providers to improve service strategies that enhance customer intention and decision to use their services.
References
Cahyanto, S. F., Maulana, M. A., Marina, S., & Rahmawati, A. (2022). THE EFFECT OF PRICE FAIRNESS AND SERVICE QUALITY THROUGH REPURCHASE INTENTION MEDIATED OF CUSTOMER SATISFACTION. Global Research on Sustainable Transport & Logistics, 5778, 290–302.
Chotisarn, N., & Phuthong, T. (2025). Logistics service quality and customer behavior in cross-border e-commerce : a thai consumer perspective. Cogent Business & Management, 12(1). https://doi.org/10.1080/23311975.2025.2486581
Fai, K., Wendy, L. T., & Diew, Y. (2018). An Investigation of Customers ’ Intention to Use Self -Collection Services for Last-Mile Delivery An Investigation of Customers ’ Intention to Use Self -Collection Services for Last-Mile Delivery. 1–8.
Hui, G., Al, A., Nurul, M., Reza, H., & Mohd, W. (2025). Heliyon An empirical study on logistic service quality , customer satisfaction , and cross-border repurchase intention. Heliyon, 11(1), e41156. https://doi.org/10.1016/j.heliyon.2024.e41156
Keller, K. L. (2013). Strategic Brand Management: Building Measuring, and Managing Brand Equity (Global Edi, Issue September 2013). Pearson Education. https://doi.org/10.1080/13527260902757530
Kustiani, L., Triatmanto, B. (2022). The Role of Behavioral Intention to Mediate the Influence of Consumer Trust , Attitudes and Perceptions on the Decision of Students of Doctoral Programs Selecting Private Universities In East Java , Indonesia. 7(9).
Lin, X., Al, A., Id, M., Yang, Q., & Masukujjaman, M. (2023). Examining the effect of logistics service quality on customer satisfaction and re-use intention. 1–24. https://doi.org/10.1371/journal.pone.0286382
Meidutė-kavaliauskienė, I., Vasilienė-vasiliauskienė, V., & Vasiliauskas, A. V. (2020). IDENTIFICATION OF SECTORAL LOGISTICS SERVICE QUALITY GAPS. 35(4), 419–434.
Notteboom, T., Pallis, A., & Rodrigue, J. (2021). Port Economics, Management and Policy. Routledge. https://doi.org/10.1057/palgrave.mel.9100196
Rather, R. ., & Camilleri. (2020). The effects of service quality and consumer-brand value congruity on hospitality brand loyalty. 1–27.
Rather, R. A., Tehseen, S., & Itoo, M. H. (2021). Customer brand identification , affective commitment , customer satisfaction , and brand trust as antecedents of customer behavioral intention of loyalty : An empirical study in the hospitality sector. Journal of Global Scholars of Marketing Science, 29(2), 196–217. https://doi.org/10.1080/21639159.2019.1577694
Rodrigue, J., Comtois, C., & Slack, B. (2020). Transportation and the Spatial Structure. The Geography of Transport Systems. https://doi.org/https://doi.org/10.4324/9780429346323-2
Sekaran, U., & Bougie, R. (2019). Research Methods for Business: A Skill Building Approach. John Wiley & Sons.
Sirti, Z., Rosmawarni, N., Prada, M. G., Arianti, N. D., & Widyaningrum, N. (2025). Implementation of augmented reality applications in developing flashcard learning media for the solar system (Case study: SDN 06 Taluak IV Suku). Engineering Proceedings, 107, 132. https://doi.org/10.3390/engproc2025107132
Sürücü, Ö., Öztürk, Y., Okumus, F., & Bilgihan, A. (2019). Journal of Hospitality and Tourism Management Brand awareness , image , physical quality and employee behavior as building blocks of customer-based brand equity : Consequences in the hotel context. Journal of Hospitality and Tourism Management, 40(November 2018), 114–124. https://doi.org/10.1016/j.jhtm.2019.07.002
Thai, V. V, & Studies, M. (2013). Logistics Service Quality: Conceptual Model and Empirical Evidence. 1995.
Vinh, T., & Minh, C. (2023). Munich Personal RePEc Archive The Effect of Logistics Services Quality on Consumer Satisfaction in Fresh Food E-Commerce : Evidence from the South of Vietnam The Effect of Logistics Services Quality on Consumer Satisfaction in. 117627.
Widyaningrum, N., & Widianti, N. (2019). The improvement of customer satisfaction on services of shipping agency in shipping company: A survey of PT. Samudera Perdana Selaras Semarang. European Journal of Management and Marketing Studies, 3(4), 99–110.
Widyaningrum, N., Abdurachman, E., Simarmata, J., & Cahyadi, T. (2024). Interest modeling in using less than container (LCL) services in micro, small and medium enterprises export activities. Advances in Transportation and Logistics Research (GROSTLOG 2024).
Widyaningrum, N., Abdurachman, E., Simarmata, J., Cahyadi, T., Agustina, L., Hartanto, H., & Mantoro, B. (2025). Deep diving using mix method in explaining LCL repeat using decision: National or international. TPM: Total Quality Management Journal, 32(4), 1550–1555.
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Copyright (c) 2026 Novita Widyaningrum, Edi Abdurachman, Juliater Simarmata, Tri Cahyadi, Rully Indrawan, Budi Mantoro, Christine Widilestari

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