IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v172y2021ics0040162521004480.html
   My bibliography  Save this article

Digitalization in container shipping: Do perception and satisfaction regarding digital products in a non-technology industry affect overall customer loyalty?

Author

Listed:
  • Balci, Gökcay

Abstract

Like many other non-tech industries, container shipping services and operations have recently started being digitalized through various digital products and technologies. Despite several proven and projected benefits of digitalization, the impact of digitalization on customer loyalty in non-tech industries has not been fully investigated. Following the recent digitization trend, this research paper examines the relationship between perception and satisfaction on recently implemented digital products and overall customer loyalty in container shipping. Anchored on the technology acceptance model (TAM), a partial least squares structural equation modeling (PLS-SEM) is applied based on the survey conducted on freight forwarders who are major customers of container lines. Results indicate that digital satisfaction and digital trust positively affect overall customer loyalty, while perceived ease of use, perceived usefulness, and digital trust positively influence digital satisfaction. Results of the study show that those digitalized services and operations of container lines have already started to influence overall customer loyalty. This paper provides important theoretical and managerial implications regarding digitalization in container shipping and other non-tech industries.

Suggested Citation

  • Balci, Gökcay, 2021. "Digitalization in container shipping: Do perception and satisfaction regarding digital products in a non-technology industry affect overall customer loyalty?," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
  • Handle: RePEc:eee:tefoso:v:172:y:2021:i:c:s0040162521004480
    DOI: 10.1016/j.techfore.2021.121016
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162521004480
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techfore.2021.121016?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Hair, Joe F. & Howard, Matt C. & Nitzl, Christian, 2020. "Assessing measurement model quality in PLS-SEM using confirmatory composite analysis," Journal of Business Research, Elsevier, vol. 109(C), pages 101-110.
    2. Vairetti, Carla & González-Ramírez, Rosa G. & Maldonado, Sebastián & Álvarez, Claudio & Voβ, Stefan, 2019. "Facilitating conditions for successful adoption of inter-organizational information systems in seaports," Transportation Research Part A: Policy and Practice, Elsevier, vol. 130(C), pages 333-350.
    3. Bernhofen, Daniel M. & El-Sahli, Zouheir & Kneller, Richard, 2016. "Estimating the effects of the container revolution on world trade," Journal of International Economics, Elsevier, vol. 98(C), pages 36-50.
    4. Chen, Kee Kuo & Chiu, Rong-Her & Chang, Ching-Ter, 2017. "Using beta regression to explore the relationship between service attributes and likelihood of customer retention for the container shipping industry," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 104(C), pages 1-16.
    5. Youngran Shin & Vinh V. Thai, 2015. "The Impact of Corporate Social Responsibility on Customer Satisfaction, Relationship Maintenance and Loyalty in the Shipping Industry," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 22(6), pages 381-392, November.
    6. García, Marta Vidal & Blasco López, María Francisca & Sastre Castillo, Miguel Ángel, 2019. "Determinants of the acceptance of mobile learning as an element of human capital training in organisations," Technological Forecasting and Social Change, Elsevier, vol. 149(C).
    7. Yang, Chung-Shan, 2019. "Maritime shipping digitalization: Blockchain-based technology applications, future improvements, and intention to use," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 131(C), pages 108-117.
    8. Bart Neuts & João Romão & Eveline van Leeuwen & Peter Nijkamp, 2013. "Describing the Relationships between Tourist Satisfaction and Destination Loyalty in a Segmented and Digitalized Market," Tourism Economics, , vol. 19(5), pages 987-1004, October.
    9. Hsu, Wen-Kai K. & Huang, Show-Hui S. & Yu, Hong-Fwu, 2009. "Shipper behavior to use EC services in liner shipping," International Journal of Production Economics, Elsevier, vol. 122(1), pages 56-66, November.
    10. Sungho Park & Sachin Gupta, 2012. "Handling Endogenous Regressors by Joint Estimation Using Copulas," Marketing Science, INFORMS, vol. 31(4), pages 567-586, July.
    11. Key Pousttchi & Maik Dehnert, 2018. "Exploring the digitalization impact on consumer decision-making in retail banking," Electronic Markets, Springer;IIM University of St. Gallen, vol. 28(3), pages 265-286, August.
    12. Martínez-Caro, Eva & Cegarra-Navarro, Juan Gabriel & Alfonso-Ruiz, Francisco Javier, 2020. "Digital technologies and firm performance: The role of digital organisational culture," Technological Forecasting and Social Change, Elsevier, vol. 154(C).
    13. Zeng, Fangli & Chan, Hing Kai & Pawar, Kulwant, 2020. "The adoption of open platform for container bookings in the maritime supply chain," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 141(C).
    14. Mubarak, Muhammad Faraz & Petraite, Monika, 2020. "Industry 4.0 technologies, digital trust and technological orientation: What matters in open innovation?," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    15. Ramkumar, M. & Schoenherr, Tobias & Wagner, Stephan M. & Jenamani, Mamata, 2019. "Q-TAM: A quality technology acceptance model for predicting organizational buyers’ continuance intentions for e-procurement services," International Journal of Production Economics, Elsevier, vol. 216(C), pages 333-348.
    16. Shih-Liang Chao & Bo-Chuan Chen, 2015. "Effects of switching costs on customer loyalty in the liner shipping industry," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 17(3), pages 341-358, September.
    17. Lu, Chin-Shan & Lai, Kee-hung & Cheng, T.C.E., 2007. "Application of structural equation modeling to evaluate the intention of shippers to use Internet services in liner shipping," European Journal of Operational Research, Elsevier, vol. 180(2), pages 845-867, July.
    18. Papathanasiou, Angeliki & Cole, Rosanna & Murray, Philip, 2020. "The (non-)application of blockchain technology in the Greek shipping industry," European Management Journal, Elsevier, vol. 38(6), pages 927-938.
    19. Lin, Zhibin & Filieri, Raffaele, 2015. "Airline passengers’ continuance intention towards online check-in services: The role of personal innovativeness and subjective knowledge," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 81(C), pages 158-168.
    20. Balci, Gökcay & Cetin, Ismail Bilge & Tanyeri, Mustafa, 2018. "Differentiation of container shipping services in Turkey," Transport Policy, Elsevier, vol. 61(C), pages 26-35.
    21. Maria Lambrou & Daisuke Watanabe & Junya Iida, 2019. "Shipping digitalization management: conceptualization, typology and antecedents," Journal of Shipping and Trade, Springer, vol. 4(1), pages 1-17, December.
    22. Yuen, Kum Fai & Wang, Xueqin & Wong, Yiik Diew & Zhou, Qingji, 2018. "The effect of sustainable shipping practices on shippers’ loyalty: The mediating role of perceived value, trust and transaction cost," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 116(C), pages 123-135.
    23. Necmi K. Avkiran & Christian M. Ringle (ed.), 2018. "Partial Least Squares Structural Equation Modeling," International Series in Operations Research and Management Science, Springer, number 978-3-319-71691-6, December.
    24. Muslim Amin & Sajad Rezaei & Maryam Abolghasemi, 2014. "User satisfaction with mobile websites: the impact of perceived usefulness (PU), perceived ease of use (PEOU) and trust," Nankai Business Review International, Emerald Group Publishing Limited, vol. 5(3), pages 258-274, July.
    25. Michael J. Maloni & David M. Gligor & Ioannis N. Lagoudis, 2016. "Linking ocean container carrier capabilities to shipper–carrier relationships: a case study," Maritime Policy & Management, Taylor & Francis Journals, vol. 43(8), pages 959-975, November.
    26. Reinartz, Werner & Haenlein, Michael & Henseler, Jörg, 2009. "An empirical comparison of the efficacy of covariance-based and variance-based SEM," International Journal of Research in Marketing, Elsevier, vol. 26(4), pages 332-344.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Young-Gyun Ahn & Taeil Kim & Bo-Ram Kim & Min-Kyu Lee, 2022. "A Study on the Development Priority of Smart Shipping Items—Focusing on the Expert Survey," Sustainability, MDPI, vol. 14(11), pages 1-21, June.
    2. Alkaraan, Fadi & Elmarzouky, Mahmoud & Hussainey, Khaled & Venkatesh, V.G., 2023. "Sustainable strategic investment decision-making practices in UK companies: The influence of governance mechanisms on synergy between industry 4.0 and circular economy," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
    3. Huang, Qiongyu & Xu, Chuhong & Xue, Xiaolong & Zhu, Hui, 2023. "Can digital innovation improve firm performance: Evidence from digital patents of Chinese listed firms," International Review of Financial Analysis, Elsevier, vol. 89(C).
    4. Belhadi, Amine & Kamble, Sachin & Benkhati, Imane & Gupta, Shivam & Mangla, Sachin Kumar, 2023. "Does strategic management of digital technologies influence electronic word-of-mouth (eWOM) and customer loyalty? Empirical insights from B2B platform economy," Journal of Business Research, Elsevier, vol. 156(C).
    5. Liu, Yang & Dong, Jiuyu & Mei, Liang & Shen, Rui, 2023. "Digital innovation and performance of manufacturing firms: An affordance perspective," Technovation, Elsevier, vol. 119(C).
    6. Jovanovic, Marin & Kostić, Nikola & Sebastian, Ina M. & Sedej, Tomaz, 2022. "Managing a blockchain-based platform ecosystem for industry-wide adoption: The case of TradeLens," Technological Forecasting and Social Change, Elsevier, vol. 184(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Sarker, Moniruzzaman & Mohd-Any, Amrul Asraf & Kamarulzaman, Yusniza, 2021. "Validating a consumer-based service brand equity (CBSBE) model in the airline industry," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
    2. Saari, Ulla A. & Damberg, Svenja & Frömbling, Lena & Ringle, Christian M., 2021. "Sustainable consumption behavior of Europeans: The influence of environmental knowledge and risk perception on environmental concern and behavioral intention," Ecological Economics, Elsevier, vol. 189(C).
    3. Enrico Ciavolino & Massimo Aria & Jun-Hwa Cheah & José Luis Roldán, 2022. "A tale of PLS Structural Equation Modelling: Episode I— A Bibliometrix Citation Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 164(3), pages 1323-1348, December.
    4. Matti J. Haverila & Kai Haverila & Caitlin McLaughlin & Mehak Arora, 2023. "The influence of the number of brand community memberships on customer centric measures," Journal of Marketing Analytics, Palgrave Macmillan, vol. 11(1), pages 5-20, March.
    5. Schoenherr, Tobias, 2023. "Supply chain management professionals’ proficiency in big data analytics: Antecedents and impact on performance," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 169(C).
    6. Zeng, Fangli & Chan, Hing Kai & Pawar, Kulwant, 2020. "The adoption of open platform for container bookings in the maritime supply chain," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 141(C).
    7. Fernando Gimeno-Arias & José Manuel Santos-Jaén & Mercedes Palacios-Manzano & Héctor Horacio Garza-Sánchez, 2021. "Using PLS-SEM to Analyze the Effect of CSR on Corporate Performance: The Mediating Role of Human Resources Management and Customer Satisfaction. An Empirical Study in the Spanish Food and Beverage Man," Mathematics, MDPI, vol. 9(22), pages 1-21, November.
    8. Hair, Joseph F. & Astrachan, Claudia Binz & Moisescu, Ovidiu I. & Radomir, Lăcrămioara & Sarstedt, Marko & Vaithilingam, Santha & Ringle, Christian M., 2021. "Executing and interpreting applications of PLS-SEM: Updates for family business researchers," Journal of Family Business Strategy, Elsevier, vol. 12(3).
    9. Niyati Jain & T. V. Raman, 2022. "A partial least squares approach to digital finance adoption," Journal of Financial Services Marketing, Palgrave Macmillan, vol. 27(4), pages 308-321, December.
    10. Battistoni, Elisa & Gitto, Simone & Murgia, Gianluca & Campisi, Domenico, 2023. "Adoption paths of digital transformation in manufacturing SME," International Journal of Production Economics, Elsevier, vol. 255(C).
    11. Yuen, Kum Fai & Wang, Xueqin & Wong, Yiik Diew & Ma, Fei, 2019. "A contingency view of the effects of sustainable shipping exploitation and exploration on business performance," Transport Policy, Elsevier, vol. 77(C), pages 90-103.
    12. Balci, Gökcay & Surucu-Balci, Ebru, 2021. "Blockchain adoption in the maritime supply chain: Examining barriers and salient stakeholders in containerized international trade," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 156(C).
    13. Zeng, Fangli & Chan, Hing Kai & Pawar, Kulwant, 2021. "The effects of inter- and intraorganizational factors on the adoption of electronic booking systems in the maritime supply chain," International Journal of Production Economics, Elsevier, vol. 236(C).
    14. Kautish, Pradeep & Paço, Arminda & Thaichon, Park, 2022. "Sustainable consumption and plastic packaging: Relationships among product involvement, perceived marketplace influence and choice behavior," Journal of Retailing and Consumer Services, Elsevier, vol. 67(C).
    15. Younès El Manzani & Mohamed Larbi Sidmou & Jean-Jack Cegarra, 2018. "Does IS0 9001 quality management system support product innovation? An analysis from the sociotechnical systems theory," Post-Print hal-03080217, HAL.
    16. Ashraf Sharif & Saira Hanif Soroya & Shakil Ahmad & Khalid Mahmood, 2021. "Antecedents of Self-Disclosure on Social Networking Sites (SNSs): A Study of Facebook Users," Sustainability, MDPI, vol. 13(3), pages 1-21, January.
    17. Minerva Martínez Avila & Juan José García-Machado & Eréndira Fierro Moreno, 2021. "A Multiple Full Mediating Effect in a PLS Hierarchical Component Model: Application to the Collaborative Public Management," Mathematics, MDPI, vol. 9(16), pages 1-19, August.
    18. Hsu, Sheila Hsuan-Yu & Tsou, Hung-Tai & Chen, Ja-Shen, 2021. "“Yes, we do. Why not use augmented reality?†customer responses to experiential presentations of AR-based applications," Journal of Retailing and Consumer Services, Elsevier, vol. 62(C).
    19. Matti J. Haverila & Kai Haverila & Caitlin McLaughlin & Hailey Tran, 2022. "The impact of tangible and intangible rewards on online loyalty program, brand engagement, and attitudinal loyalty," Journal of Marketing Analytics, Palgrave Macmillan, vol. 10(1), pages 64-81, March.
    20. Noemi Sinkovics & Jihye Kim & Rudolf R. Sinkovics, 2022. "Business-Civil Society Collaborations in South Korea: A Multi-Stage Pattern Matching Study," Management International Review, Springer, vol. 62(4), pages 471-516, August.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:tefoso:v:172:y:2021:i:c:s0040162521004480. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.sciencedirect.com/science/journal/00401625 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.