IDEAS home Printed from https://ideas.repec.org/a/eee/trapol/v171y2025icp933-959.html

Extending UTAUT2 for elderly high-speed rail adoption: Incorporating novel health and transportation independence moderators in an urban-rural comparative analysis

Author

Listed:
  • Limpasirisuwan, Natcha
  • Champahom, Thanapong
  • Dangbut, Adisorn
  • Watcharamaisakul, Fareeda
  • Jomnonkwao, Sajjakaj
  • Ratanavaraha, Vatanavongs

Abstract

This study extends the Unified Theory of Acceptance and Use of Technology 2 (UTAUT2) by incorporating health status and transportation independence as novel moderators to examine high-speed rail adoption intentions among elderly populations in Thailand. Using structural equation modeling on survey data from 2936 elderly respondents (1470 urban and 1493 rural), this study investigated the determinants of adoption intentions and their variations across geographical contexts. Results reveal that social influence, facilitating conditions, and effort expectancy are the strongest predictors of behavioral intention in both urban and rural settings, while performance expectancy and price value showed non-significant effects, challenging conventional UTAUT2 assumptions. The extended model explains 65.0 % of variance in urban contexts versus 51.5 % in rural contexts. Health status demonstrates significant moderating effects on multiple relationships, particularly in urban settings, while transportation independence shows minimal moderation. Age moderates several relationships primarily in urban contexts, whereas gender shows no significant moderating effects. Hedonic motivation significantly influences rural but not urban adoption intentions. These findings challenge universal assumptions about technology acceptance and highlight the importance of context-specific approaches for elderly transportation technology adoption. The study contributes to theory by validating an elderly-specific UTAUT2 extension and provides practical implications for developing targeted strategies to enhance high-speed rail adoption across diverse elderly populations.

Suggested Citation

  • Limpasirisuwan, Natcha & Champahom, Thanapong & Dangbut, Adisorn & Watcharamaisakul, Fareeda & Jomnonkwao, Sajjakaj & Ratanavaraha, Vatanavongs, 2025. "Extending UTAUT2 for elderly high-speed rail adoption: Incorporating novel health and transportation independence moderators in an urban-rural comparative analysis," Transport Policy, Elsevier, vol. 171(C), pages 933-959.
  • Handle: RePEc:eee:trapol:v:171:y:2025:i:c:p:933-959
    DOI: 10.1016/j.tranpol.2025.07.029
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0967070X25002823
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.tranpol.2025.07.029?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Zhou, Min & Long, Piao & Kong, Nan & Zhao, Lindu & Jia, Fu & Campy, Kathryn S., 2021. "Characterizing the motivational mechanism behind taxi driver’s adoption of electric vehicles for living: Insights from China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 144(C), pages 134-152.
    2. An Minh Ngoc & Hiroaki Nishiuchi, 2022. "Impact of High-Speed Rail on Social Equity—Insights from a Stated Preference Survey in Vietnam," Sustainability, MDPI, vol. 14(2), pages 1-18, January.
    3. Nur Farhana Mohammed Noor & Hayati Kadir Shahar & Tengku Aizan Hamid & Zumilah Zainalaludin & Siti Anom Ahmad & Fakhrul Zaman Rokhani & Norsidah Ujang & Irwan Syah Md Yusoff & Siti Aisyah Nor Akahbar, 2022. "Understanding Travel Behavior and Sustainability of Current Transportation System for Older Adults in Malaysia: A Scoping Review," Sustainability, MDPI, vol. 14(21), pages 1-14, October.
    4. Wong, R.C.P. & Szeto, W.Y. & Yang, Linchuan & Li, Y.C. & Wong, S.C., 2018. "Public transport policy measures for improving elderly mobility," Transport Policy, Elsevier, vol. 63(C), pages 73-79.
    5. Zhou, Min & Yin, Jia & Tang, Yu & Yi, Huan & Kong, Nan & Campy, Kathryn S., 2024. "What drives the drivers away? An empirical study on the factors influencing the turnover intention of full-time online ride-hailing drivers in China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 186(C).
    6. Saidatulakmal Mohd & Abdul Rais Abdul Latiff & Abdelhak Senadjki, 2019. "Travel Behavior of Elderly in George Town and Malacca, Malaysia," Sustainability, MDPI, vol. 11(19), pages 1-20, September.
    7. Farooq, Bilal & Miller, Eric J., 2012. "Towards integrated land use and transportation: A dynamic disequilibrium based microsimulation framework for built space markets," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(7), pages 1030-1053.
    8. Natcha Limpasirisuwan & Thanapong Champahom & Sajjakaj Jomnonkwao & Vatanavongs Ratanavaraha, 2024. "Promoting Sustainable Transportation: Factors Influencing Battery Electric Vehicle Adoption Across Age Groups in Thailand," Sustainability, MDPI, vol. 16(21), pages 1-24, October.
    9. Esmailpour, Javad & Aghabayk, Kayvan & Aghajanzadeh, Mohammad & De Gruyter, Chris, 2022. "Has COVID-19 changed our loyalty towards public transport? Understanding the moderating role of the pandemic in the relationship between service quality, customer satisfaction and loyalty," Transportation Research Part A: Policy and Practice, Elsevier, vol. 162(C), pages 80-103.
    10. Du, Fangye & Mao, Liang & Wang, Jiaoe, 2021. "Determinants of travel mode choice for seeking healthcare: A comparison between elderly and non-elderly patients," Journal of Transport Geography, Elsevier, vol. 92(C).
    11. Qiong Shen & Yuxi Pan & Yanchao Feng, 2023. "The impacts of high-speed railway on environmental sustainability: quasi-experimental evidence from China," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-19, December.
    12. Sonja Haustein & Anu Siren, 2015. "Older People's Mobility: Segments, Factors, Trends," Transport Reviews, Taylor & Francis Journals, vol. 35(4), pages 466-487, July.
    13. Jun Yang & Andong Guo & Xueming Li & Tai Huang, 2018. "Study of the Impact of a High-Speed Railway Opening on China’s Accessibility Pattern and Spatial Equality," Sustainability, MDPI, vol. 10(8), pages 1-13, August.
    14. Tosapol Apaitan & Pongsak Luangaram & Pym Manopimoke, 2022. "Uncertainty in an emerging market economy: evidence from Thailand," Empirical Economics, Springer, vol. 62(3), pages 933-989, March.
    15. Zhou, Min & Huang, Jinlong & Wu, Kexin & Huang, Xin & Kong, Nan & Campy, Kathryn S., 2021. "Characterizing Chinese consumers’ intention to use live e-commerce shopping," Technology in Society, Elsevier, vol. 67(C).
    16. Zhao, Wei & Xu, Liangjie & Dong, Zhijie Sasha & Qi, Bozhao & Qin, Lingqiao & BinRan,, 2018. "Improving transfer feasibility for older travelers inside high-speed train station," Transportation Research Part A: Policy and Practice, Elsevier, vol. 113(C), pages 302-317.
    17. Bożena Gajdzik & Marcin Awdziej & Magdalena Jaciow & Ilona Lipowska & Marcin Lipowski & Grzegorz Szojda & Jolanta Tkaczyk & Radosław Wolniak & Robert Wolny & Wieslaw Wes Grebski, 2024. "Encouraging Residents to Save Energy by Using Smart Transportation: Incorporating the Propensity to Save Energy into the UTAUT Model," Energies, MDPI, vol. 17(21), pages 1-31, October.
    18. Prasanta Kr Chopdar & Miltiadis D. Lytras & Anna Visvizi, 2022. "Exploring factors influencing bicycle-sharing adoption in India: a UTAUT 2 based mixed-method approach," International Journal of Emerging Markets, Emerald Group Publishing Limited, vol. 18(11), pages 5109-5134, February.
    19. Duarte, Paulo & Pinho, José Carlos, 2019. "A mixed methods UTAUT2-based approach to assess mobile health adoption," Journal of Business Research, Elsevier, vol. 102(C), pages 140-150.
    20. Wu Li & Shengchuan Zhao & Jingwen Ma & Wenwen Qin, 2021. "Investigating Regional and Generational Heterogeneity in Low-Carbon Travel Behavior Intention Based on a PLS-SEM Approach," Sustainability, MDPI, vol. 13(6), pages 1-18, March.
    21. Xie, Jiemin & Zhan, Shuguang & Wong, S.C. & Wen, Keyu & Qiang, Lixia & Lo, S.M., 2022. "High-speed rail services for elderly passengers: Ticket-booking patterns and policy implications," Transport Policy, Elsevier, vol. 125(C), pages 96-106.
    22. Kaniz Fatima & Sara Moridpour & Chris De Gruyter & Tayebeh Saghapour, 2020. "Elderly Sustainable Mobility: Scientific Paper Review," Sustainability, MDPI, vol. 12(18), pages 1-17, September.
    23. Zhiqiang Hou & Lena Jingen Liang & Bo Meng & HwanSuk Chris Choi, 2021. "The Role of Perceived Quality on High-Speed Railway Tourists’ Behavioral Intention: An Application of the Extended Theory of Planned Behavior," Sustainability, MDPI, vol. 13(22), pages 1-15, November.
    24. Catherine Sundling & Birgitta Berglund & Mats E. Nilsson & Ragne Emardson & Leslie R. Pendrill, 2014. "Overall Accessibility to Traveling by Rail for the Elderly with and without Functional Limitations: The Whole-Trip Perspective," IJERPH, MDPI, vol. 11(12), pages 1-31, December.
    25. Zhou, Rui & Yu, Yang & Wang, Zi & Dong, Liuyang & Luo, Xunrui, 2024. "The spatially differentiated impact of high-speed railway on accessibility and socio-economic development of developing regions: A study in southwest China," Socio-Economic Planning Sciences, Elsevier, vol. 95(C).
    26. Panupong Tantirat & Repeepong Suphanchaimat & Thanit Rattanathumsakul & Thinakorn Noree, 2020. "Projection of the Number of Elderly in Different Health States in Thailand in the Next Ten Years, 2020–2030," IJERPH, MDPI, vol. 17(22), pages 1-12, November.
    27. Yu Jia & Yunqian Wang & Piao Li & Shuang Gao, 2024. "Economic Communication: The Influence of High-Speed Rail on Urban-Rural Income Inequality in China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 174(1), pages 47-73, August.
    28. Chen, Fanglin & Hao, Xinyue & Chen, Zhongfei, 2021. "Can high-speed rail improve health and alleviate health inequality? Evidence from China," Transport Policy, Elsevier, vol. 114(C), pages 266-279.
    Full references (including those not matched with items on IDEAS)

    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. Champahom, Thanapong & Wisutwattanasak, Panuwat & Chonsalasin, Dissakoon & Se, Chamroeun & Jomnonkwao, Sajjakaj & Ratanavaraha, Vatanavongs, 2025. "Comparing Electric Vehicle Adoption Intentions Across Vehicle Types in Thailand: An Extended UTAUT2 Model with Government Participation," Transport Policy, Elsevier, vol. 163(C), pages 408-435.
    2. Chua, Rachel & Wu, Min & Yuen, Kum Fai, 2025. "Sustainable crowdshipping: Navigating technological fit and security risks," Technology in Society, Elsevier, vol. 81(C).
    3. Kwang-Sub Lee & Jin Ki Eom & Jun Lee & Sangpil Ko, 2021. "Analysis of the Activity and Travel Patterns of the Elderly Using Mobile Phone-Based Hourly Locational Trajectory Data: Case Study of Gangnam, Korea," Sustainability, MDPI, vol. 13(6), pages 1-23, March.
    4. Dou, Xianchen & Jian, Meiying & Guo, Chen & Cao, JinXin, 2023. "Estimation of the aggregation degree of public transport use among elderly people based on urban built environment," Journal of Transport Geography, Elsevier, vol. 112(C).
    5. Kaniz Fatima & Sara Moridpour & Tayebeh Saghapour, 2022. "Measuring Neighbourhood Walking Access for Older Adults," Sustainability, MDPI, vol. 14(20), pages 1-21, October.
    6. Kaniz Fatima & Sara Moridpour & Tayebeh Saghapour, 2021. "Spatial and Temporal Distribution of Elderly Public Transport Mode Preference," Sustainability, MDPI, vol. 13(9), pages 1-15, April.
    7. He, Sylvia Y. & Cheung, Yannie H.Y. & Tao, Sui, 2018. "Travel mobility and social participation among older people in a transit metropolis: A socio-spatial-temporal perspective," Transportation Research Part A: Policy and Practice, Elsevier, vol. 118(C), pages 608-626.
    8. Yang, Wenhua & Lin, Yigang, 2024. "Effect of opening high-speed railway on family travel consumption," Finance Research Letters, Elsevier, vol. 69(PA).
    9. Nur Farhana Mohammed Noor & Hayati Kadir Shahar & Tengku Aizan Hamid & Zumilah Zainalaludin & Siti Anom Ahmad & Fakhrul Zaman Rokhani & Norsidah Ujang & Irwan Syah Md Yusoff & Siti Aisyah Nor Akahbar, 2022. "Understanding Travel Behavior and Sustainability of Current Transportation System for Older Adults in Malaysia: A Scoping Review," Sustainability, MDPI, vol. 14(21), pages 1-14, October.
    10. Xie, Jiemin & Zhan, Shuguang & Wong, S.C. & Wen, Keyu & Qiang, Lixia & Lo, S.M., 2022. "High-speed rail services for elderly passengers: Ticket-booking patterns and policy implications," Transport Policy, Elsevier, vol. 125(C), pages 96-106.
    11. Zhang Sen & Zhang Ke & Liu Xiaoyang & Zeng Jian & Liu Yan & Zhao Lian, 2022. "Characterisation of elderly daily travel behaviour in Tianjin using a space–time cube," Environment and Planning B, , vol. 49(2), pages 603-618, February.
    12. Luigi Tinella & Andrea Bosco & Sergio Traficante & Rosa Napoletano & Elisabetta Ricciardi & Giuseppina Spano & Antonella Lopez & Giovanni Sanesi & Angela Stefania Bergantino & Alessandro Oronzo Caffò, 2023. "Fostering an Age-Friendly Sustainable Transport System: A Psychological Perspective," Sustainability, MDPI, vol. 15(18), pages 1-15, September.
    13. Yang, W.H. & Wong, R.C.P. & Szeto, W.Y., 2018. "Modeling the acceptance of taxi owners and drivers to operate premium electric taxis: Policy insights into improving taxi service quality and reducing air pollution," Transportation Research Part A: Policy and Practice, Elsevier, vol. 118(C), pages 581-593.
    14. Xiong, Siqin & Yuan, Yi & Yao, Jia & Bai, Bo & Ma, Xiaoming, 2023. "Exploring consumer preferences for electric vehicles based on the random coefficient logit model," Energy, Elsevier, vol. 263(PA).
    15. Lan, Xiujuan & Hu, Zheneng & Wen, Chuanhao, 2023. "Does the opening of high-speed rail enhance urban entrepreneurial activity? Evidence from China," Socio-Economic Planning Sciences, Elsevier, vol. 88(C).
    16. Li, Qianwen & Qian, Tingyu & Wang, Hui & Sun, Chuanwang, 2025. "Exploring the value of green: The impact factors on China's second-hand green housing prices based on geographically weighted Lasso regressions," Pacific-Basin Finance Journal, Elsevier, vol. 90(C).
    17. Chien, Yu-Shyun & Lu, Chung-Cheng, 2025. "Investigating users’ intention to re-use shared electric scooters through a combined behavioral model," Transport Policy, Elsevier, vol. 162(C), pages 533-544.
    18. Ariyanti, Octaviani & Sampaio, Dora & Bailey, Ajay, 2025. "Barriers and facilitators to urban mobility for older adults in LMICs: A scoping review," Journal of Transport Geography, Elsevier, vol. 127(C).
    19. Arfi, Wissal Ben & Nasr, Imed Ben & Kondrateva, Galina & Hikkerova, Lubica, 2021. "The role of trust in intention to use the IoT in eHealth: Application of the modified UTAUT in a consumer context," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    20. Feng, Langang & Hu, Jin & Wu, Kaiya & Huang, Minmin & Hu, Mingjun, 2025. "Investigating the role of green mobility in coupling coordination of urbanization and ecological environment: Evidence from high-speed rail accessibility," Transport Policy, Elsevier, vol. 170(C), pages 24-33.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    JEL classification:

    Statistics

    Access and download statistics

    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:trapol:v:171:y:2025:i:c:p:933-959. 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.elsevier.com/wps/find/journaldescription.cws_home/30473/description#description .

    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.