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Examining the Intention to Adopt an Online Platform for Freight Forwarding Services in Thailand: A Modified Unified Theory for Acceptance and Use of Technology (UTAUT) Model Approach

Author

Listed:
  • Nattakorn Pinyanitikorn

    (Multidisciplinary and Interdisciplinary School, Chiang Mai University, Chiang Mai 50200, Thailand)

  • Walailak Atthirawong

    (School of Science, King Mongkut’s Institute of Technology Ladkrabang, Bangkok 10520, Thailand)

  • Wirachchaya Chanpuypetch

    (Multidisciplinary and Interdisciplinary School, Chiang Mai University, Chiang Mai 50200, Thailand
    Faculty of Agro-Industry, Chiang Mai University, Samut Sakhon 74000, Thailand)

Abstract

Background : The freight forwarding industry is undergoing digital transformation through the implementation of online platforms designed to enhance operational efficiency and transparency. Despite these benefits, the adoption of these platforms has been slower than anticipated due to customer concerns and industry-specific challenges. Methods : This study investigates the factors influencing the intention to adopt and the actual use of online platforms for freight forwarding services among business customers in Thailand. A modified Unified Theory for Acceptance and Use of Technology (UTAUT) model, incorporating perceived risk, serves as the theoretical framework. Survey data were collected from 400 respondents in managerial or higher-level positions involved in freight shipping within Thai firms and analyzed using a structural equation model (SEM). Results : The analysis reveals that performance expectancy, effort expectancy, social influence, and facilitating conditions positively influence adoption intention, while perceived risk negatively impacts it. Firm size moderates the effect of social influence, with a stronger impact observed in larger enterprises. Conclusions : The findings offer practical insights for Thai freight forwarders, suggesting strategies to improve customer acceptance and encourage the adoption of online platforms. Addressing the identified factors could lead to improved efficiency and greater integration of digital technologies in the logistics industry.

Suggested Citation

  • Nattakorn Pinyanitikorn & Walailak Atthirawong & Wirachchaya Chanpuypetch, 2024. "Examining the Intention to Adopt an Online Platform for Freight Forwarding Services in Thailand: A Modified Unified Theory for Acceptance and Use of Technology (UTAUT) Model Approach," Logistics, MDPI, vol. 8(3), pages 1-23, July.
    • Handle: RePEc:gam:jlogis:v:8:y:2024:i:3:p:76-:d:1447185
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    1. Mohammad Razif & Bobby Ardiansyah Miraja & Satria Fadil Persada & Reny Nadlifatin & Prawira Fajarindra Belgiawan & Anak Agung Ngurah Perwira Redi & Shu-Chiang Lin, 2020. "Investigating the role of environmental concern and the unified theory of acceptance and use of technology on working from home technologies adoption during COVID-19," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 8(1), pages 795-808, September.
    2. Dongping Song, 2021. "A Literature Review, Container Shipping Supply Chain: Planning Problems and Research Opportunities," Logistics, MDPI, vol. 5(2), pages 1-26, June.
    3. Sascha Kraus & Paul Jones & Norbert Kailer & Alexandra Weinmann & Nuria Chaparro-Banegas & Norat Roig-Tierno, 2021. "Digital Transformation: An Overview of the Current State of the Art of Research," SAGE Open, , vol. 11(3), pages 21582440211, September.
    4. Luan-Thanh Nguyen & Duc-Thai Nguyen & Khanh Nhu- Nguyen Ngoc & Dang Thi Viet Duc, 2023. "Blockchain adoption in logistics companies in Ho Chi Minh City, Vietnam," Cogent Business & Management, Taylor & Francis Journals, vol. 10(2), pages 2216436-221, December.
    5. Heiko Moryson & Guido Moeser, 2016. "Consumer Adoption of Cloud Computing Services in Germany: Investigation of Moderating Effects by Applying an UTAUT Model," International Journal of Marketing Studies, Canadian Center of Science and Education, vol. 8(1), pages 14-32, February.
    6. Radicic, Dragana & Petković, Saša, 2023. "Impact of digitalization on technological innovations in small and medium-sized enterprises (SMEs)," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
    7. Alalwan, Ali Abdallah, 2018. "Investigating the impact of social media advertising features on customer purchase intention," International Journal of Information Management, Elsevier, vol. 42(C), pages 65-77.
    8. Richa Misra & Renuka Mahajan & Nidhi Singh & Sangeeta Khorana & Nripendra P. Rana, 2022. "Factors impacting behavioural intentions to adopt the electronic marketplace: findings from small businesses in India," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(3), pages 1639-1660, September.
    9. Lingming Chen & Md. Salamun Rashidin & Fei Song & Yi Wang & Sara Javed & Jian Wang, 2021. "Determinants of Consumer’s Purchase Intention on Fresh E-Commerce Platform: Perspective of UTAUT Model," SAGE Open, , vol. 11(2), pages 21582440211, June.
    10. Said S. Al-Gahtani, 2004. "Computer Technology Acceptance Success Factors in Saudi Arabia: An Exploratory Study," Journal of Global Information Technology Management, Taylor & Francis Journals, vol. 7(1), pages 5-29, January.
    11. Ledyard Tucker & Charles Lewis, 1973. "A reliability coefficient for maximum likelihood factor analysis," Psychometrika, Springer;The Psychometric Society, vol. 38(1), pages 1-10, March.
    12. Ashraf Mishrif & Asharul Khan, 2023. "Technology adoption as survival strategy for small and medium enterprises during COVID-19," Journal of Innovation and Entrepreneurship, Springer, vol. 12(1), pages 1-23, December.
    13. Lorenz Graf-Vlachy & Katharina Buhtz & Andreas König, 2018. "Social influence in technology adoption: taking stock and moving forward," Management Review Quarterly, Springer, vol. 68(1), pages 37-76, February.
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