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Exploring the behavioral adoption of automated parcel locker systems under COVID-19

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  • Jang, Sunghoon
  • Hong, Doosun
  • Lee, Chungwon

Abstract

Automated parcel locker (APL) systems have been proposed as a means of overcoming last-mile delivery challenges, including long delivery times and high operating costs. Recently, APL systems have attracted attention because of the increasing demand for parcel delivery and the preference for contactless delivery during the COVID-19 era. The aim of the present study aims to gain a more comprehensive understanding of the psychological and latent factors underlying the decision to adopt APL systems. Structural equation modeling (SEM) is applied to present an extended technology acceptance model (TAM) using data from 459 consumers in Seoul, Korea. The findings provide valuable insights into the reasons for adoption of APL systems. Specifically, the perceived risk of COVID-19, distrust, and their personal innovativeness significantly influenced their adoption of the systems by affecting their perceived usefulness and perceived ease of use. In addition, use experience has a significant moderating effect on the adoption. The findings revealed in this study could help policy makers, urban planners, and system operators to accelerate the adoption of APL systems.

Suggested Citation

  • Jang, Sunghoon & Hong, Doosun & Lee, Chungwon, 2024. "Exploring the behavioral adoption of automated parcel locker systems under COVID-19," Transport Policy, Elsevier, vol. 151(C), pages 1-11.
  • Handle: RePEc:eee:trapol:v:151:y:2024:i:c:p:1-11
    DOI: 10.1016/j.tranpol.2024.03.016
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    as
    1. Pan, Jing Yu & Liu, Dahai, 2022. "Mask-wearing intentions on airplanes during COVID-19 – Application of theory of planned behavior model," Transport Policy, Elsevier, vol. 119(C), pages 32-44.
    2. Sumitro Banerjee & David A. Soberman, 2013. "Product development capability and marketing strategy for new durable products," ESMT Research Working Papers ESMT-13-01, ESMT European School of Management and Technology.
    3. Yu, Yaoqin & Lian, Feng & Yang, Zhongzhen, 2021. "Pricing of parcel locker service in urban logistics by a TSP model of last-mile delivery," Transport Policy, Elsevier, vol. 114(C), pages 206-214.
    4. Midgley, David F & Dowling, Grahame R, 1978. "Innovativeness: The Concept and Its Measurement," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 4(4), pages 229-242, March.
    5. Oliveira, Leise Kelli de & Morganti, Eleonora & Dablanc, Laetitia & Oliveira, Renata Lúcia Magalhães de, 2017. "Analysis of the potential demand of automated delivery stations for e-commerce deliveries in Belo Horizonte, Brazil," Research in Transportation Economics, Elsevier, vol. 65(C), pages 34-43.
    6. Fred D. Davis & Richard P. Bagozzi & Paul R. Warshaw, 1989. "User Acceptance of Computer Technology: A Comparison of Two Theoretical Models," Management Science, INFORMS, vol. 35(8), pages 982-1003, August.
    7. Irfan Ullah Khan & Sanaullah Sajid & Asad Javed & Sedra Sajid & Shafi Ullah Shah & Shahid Niaz Khan & Kalim Ullah, 2017. "Comparative Diagnosis Of Typhoid Fever By Polymerase Chain Reaction And Widal Test In Southern Districts (Bannu, Lakki Marwat And D.I.Khan) Of Khyber Pakhtunkhwa, Pakistan," Acta Scientifica Malaysia (ASM), Zibeline International Publishing, vol. 1(2), pages 12-15, October.
    8. Petty, Richard E & Cacioppo, John T & Schumann, David, 1983. "Central and Peripheral Routes to Advertising Effectiveness: The Moderating Role of Involvement," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 10(2), pages 135-146, September.
    9. Roehrich, Gilles, 2004. "Consumer innovativeness: Concepts and measurements," Journal of Business Research, Elsevier, vol. 57(6), pages 671-677, June.
    10. Stock, Ruth & Zacharias, Nicolas, 2011. "How Does Product Program Innovativeness Affect Customer Satisfaction? A Comparison of Goods and Services," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 57123, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    11. Rebecca Brough & Matthew Freedman & David C. Phillips, 2021. "Understanding socioeconomic disparities in travel behavior during the COVID‐19 pandemic," Journal of Regional Science, Wiley Blackwell, vol. 61(4), pages 753-774, September.
    12. Cheng, Yung-Hsiang & Tseng, Wei-Chih, 2016. "Exploring the effects of perceived values, free bus transfer, and penalties on intermodal metro–bus transfer users' intention," Transport Policy, Elsevier, vol. 47(C), pages 127-138.
    13. Charlie Chen & Steve Leon & Peter Ractham, 2022. "Will customers adopt last-mile drone delivery services? An analysis of drone delivery in the emerging market economy," Cogent Business & Management, Taylor & Francis Journals, vol. 9(1), pages 2074340-207, December.
    14. Banerjee, Sumitro & Soberman, David A., 2013. "Product development capability and marketing strategy for new durable products," International Journal of Research in Marketing, Elsevier, vol. 30(3), pages 276-291.
    15. Zhou, Min & Zhao, Lindu & Kong, Nan & Campy, Kathryn S. & Xu, Ge & Zhu, Guiju & Cao, Xianye & Wang, Song, 2020. "Understanding consumers’ behavior to adopt self-service parcel services for last-mile delivery," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    16. Paul Jen‐Hwa Hu & Chienting Lin & Hsinchun Chen, 2005. "User acceptance of Intelligence and Security Informatics technology: A study of COPLINK," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 56(3), pages 235-244, February.
    17. Jaiswal, Deepak & Kaushal, Vikrant & Kant, Rishi & Kumar Singh, Pankaj, 2021. "Consumer adoption intention for electric vehicles: Insights and evidence from Indian sustainable transportation," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    18. Chen, Ching-Fu & Lee, Chia-Han, 2023. "Investigating shared e-scooter users’ customer value co-creation behaviors and their antecedents: Perceived service quality and perceived value," Transport Policy, Elsevier, vol. 136(C), pages 147-154.
    19. Dowling, Grahame R & Staelin, Richard, 1994. "A Model of Perceived Risk and Intended Risk-Handling Activity," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 21(1), pages 119-134, June.
    20. Mohamed, Moataz & Higgins, Chris & Ferguson, Mark & Kanaroglou, Pavlos, 2016. "Identifying and characterizing potential electric vehicle adopters in Canada: A two-stage modelling approach," Transport Policy, Elsevier, vol. 52(C), pages 100-112.
    21. Yu Wang & Shanyong Wang & Jing Wang & Jiuchang Wei & Chenglin Wang, 2020. "An empirical study of consumers’ intention to use ride-sharing services: using an extended technology acceptance model," Transportation, Springer, vol. 47(1), pages 397-415, February.
    22. Liébana-Cabanillas, Francisco & Marinkovic, Veljko & Ramos de Luna, Iviane & Kalinic, Zoran, 2018. "Predicting the determinants of mobile payment acceptance: A hybrid SEM-neural network approach," Technological Forecasting and Social Change, Elsevier, vol. 129(C), pages 117-130.
    23. Niu, Zhipeng & Hu, Xiaowei & Qi, Shouming & Yang, Haihua & Wang, Siqing & An, Shi, 2021. "Determinants to parking mode alternatives: A model integrating technology acceptance model and satisfaction–loyalty model," Transportation Research Part A: Policy and Practice, Elsevier, vol. 152(C), pages 216-234.
    24. Silva, Joaquim & Sá, Elisabete Sampaio & Escadas, Marco & Carvalho, Joana, 2021. "The influence of ambient scent on the passengers’ experience, emotions and behavioral intentions: An experimental study in a Public Bus service," Transport Policy, Elsevier, vol. 106(C), pages 88-98.
    25. Tsai-Ling Liu & Tyrone T. Lin & Shu-Yen Hsu, 2022. "Continuance Usage Intention toward E-Payment during the COVID-19 Pandemic from the Financial Sustainable Development Perspective Using Perceived Usefulness and Electronic Word of Mouth as Mediators," Sustainability, MDPI, vol. 14(13), pages 1-23, June.
    26. Allen, Jaime & Eboli, Laura & Forciniti, Carmen & Mazzulla, Gabriella & Ortúzar, Juan de Dios, 2019. "The role of critical incidents and involvement in transit satisfaction and loyalty," Transport Policy, Elsevier, vol. 75(C), pages 57-69.
    27. Viswanath Venkatesh & Fred D. Davis, 2000. "A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies," Management Science, INFORMS, vol. 46(2), pages 186-204, February.
    28. Hendy Mustiko Aji & Izra Berakon & Maizaitulaidawati Md Husin, 2020. "COVID-19 and e-wallet usage intention: A multigroup analysis between Indonesia and Malaysia," Cogent Business & Management, Taylor & Francis Journals, vol. 7(1), pages 1804181-180, January.
    29. Gabriele Iannaccone & Edoardo Marcucci & Valerio Gatta, 2021. "What Young E-Consumers Want? Forecasting Parcel Lockers Choice in Rome," Logistics, MDPI, vol. 5(3), pages 1-16, August.
    30. Larissa Neuburger & Roman Egger, 2021. "Travel risk perception and travel behaviour during the COVID-19 pandemic 2020: a case study of the DACH region," Current Issues in Tourism, Taylor & Francis Journals, vol. 24(7), pages 1003-1016, April.
    31. Thanatorn Chuenyindee & Ardvin Kester S. Ong & Yogi Tri Prasetyo & Satria Fadil Persada & Reny Nadlifatin & Thaninrat Sittiwatethanasiri, 2022. "Factors Affecting the Perceived Usability of the COVID-19 Contact-Tracing Application “Thai Chana” during the Early COVID-19 Omicron Period," IJERPH, MDPI, vol. 19(7), pages 1-16, April.
    32. Wai Chuen Poon & Serene En Hui Tung, 2022. "The rise of online food delivery culture during the COVID-19 pandemic: an analysis of intention and its associated risk," European Journal of Management and Business Economics, Emerald Group Publishing Limited, vol. 33(1), pages 54-73, March.
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