IDEAS home Printed from https://ideas.repec.org/a/eee/transa/v190y2024ics0965856424003033.html
   My bibliography  Save this article

The effects of planned behaviour, spatiotemporal variables and lifestyle on public transport use: An exploratory study

Author

Listed:
  • Hartieni, Patricia
  • Joewono, Tri Basuki
  • Dharmowijoyo, Dimas

Abstract

Previous studies with discretionary activities as the context have shown that psychological constructs (volition, desire and past behaviour) are time- and space-invariant. However, discretionary activities are less routine than people’s daily travel patterns (e.g. travel mode usage), which may result in inconsistent results among studies. The present study thus aimed to investigate the effects of temporal, social and spatial variations on the psychological mechanisms underlying more routine activity patterns such as the usage of public transport. This study was expanded to incorporate lifestyle mechanisms to determine the effects of consumption patterns on public transport. In contrast with previous studies using less routine activity patterns, on a routine basis, people’s motivation, volition and past behaviour tended to be time- and space-invariant. Indeed, the perceived ability to engage in activities was not completely predictive of behaviour; however, some spatiotemporal variables, such as mandatory and leisure activity patterns, could predict those with linear patterns of past behaviour, behaviour volition and actual behaviour. Built-environment variables (e.g. residing in areas with higher population density and being near the city centre) tend to shape public transport usage. However, shaping the built environment and having the commitment and intention to use public transport is not likely enough to shift people to use public transport. Making people loyal to public transport and focusing on those who have less commitment to perform mandatory and in-home discretionary activities are two variables that tend to shape high public transport usage.

Suggested Citation

  • Hartieni, Patricia & Joewono, Tri Basuki & Dharmowijoyo, Dimas, 2024. "The effects of planned behaviour, spatiotemporal variables and lifestyle on public transport use: An exploratory study," Transportation Research Part A: Policy and Practice, Elsevier, vol. 190(C).
  • Handle: RePEc:eee:transa:v:190:y:2024:i:c:s0965856424003033
    DOI: 10.1016/j.tra.2024.104255
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0965856424003033
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.tra.2024.104255?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. Jianchuan Xianyu & Soora Rasouli & Harry Timmermans, 2017. "Analysis of variability in multi-day GPS imputed activity-travel diaries using multi-dimensional sequence alignment and panel effects regression models," Transportation, Springer, vol. 44(3), pages 533-553, May.
    2. Sendy Farag & Glenn Lyons, 2010. "Explaining public transport information use when a car is available: attitude theory empirically investigated," Transportation, Springer, vol. 37(6), pages 897-913, November.
    3. Kay Axhausen & Andrea Zimmermann & Stefan Schönfelder & Guido Rindsfüser & Thomas Haupt, 2002. "Observing the rhythms of daily life: A six-week travel diary," Transportation, Springer, vol. 29(2), pages 95-124, May.
    4. Patricia L. Mokhtarian & Michael N. Bagley, 2002. "The impact of residential neighborhood type on travel behavior: A structural equations modeling approach," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 36(2), pages 279-297.
    5. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    6. I. Meloni & L. Guala & A. Loddo, 2004. "Time allocation to discretionary in-home, out-of-home activities and to trips," Transportation, Springer, vol. 31(1), pages 69-96, February.
    7. Stopher, Peter R., 2004. "Reducing road congestion: a reality check," Transport Policy, Elsevier, vol. 11(2), pages 117-131, April.
    8. Tommy Gärling & Kay Axhausen, 2003. "Introduction: Habitual travel choice," Transportation, Springer, vol. 30(1), pages 1-11, February.
    9. Bocarejo S., Juan Pablo & Oviedo H., Daniel Ricardo, 2012. "Transport accessibility and social inequities: a tool for identification of mobility needs and evaluation of transport investments," Journal of Transport Geography, Elsevier, vol. 24(C), pages 142-154.
    10. Nursitihazlin Ahmad Termida & Yusak O. Susilo & Joel P. Franklin, 2016. "Examining the effects of out-of-home and in-home constraints on leisure activity participation in different seasons of the year," Transportation, Springer, vol. 43(6), pages 997-1021, November.
    11. Van Acker, Veronique & Mokhtarian, Patricia L. & Witlox, Frank, 2014. "Car availability explained by the structural relationships between lifestyles, residential location, and underlying residential and travel attitudes," Transport Policy, Elsevier, vol. 35(C), pages 88-99.
    12. Ingvardson, Jesper Bláfoss & Nielsen, Otto Anker, 2019. "The relationship between norms, satisfaction and public transport use: A comparison across six European cities using structural equation modelling," Transportation Research Part A: Policy and Practice, Elsevier, vol. 126(C), pages 37-57.
    13. Dimas B. E. Dharmowijoyo & Yusak O. Susilo & Anders Karlström, 2016. "Day-to-day variability in travellers’ activity-travel patterns in the Jakarta metropolitan area," Transportation, Springer, vol. 43(4), pages 601-621, July.
    14. Lin, Hong-Zhi & Lo, Hing-Po & Chen, Xiao-Jian, 2009. "Lifestyle classifications with and without activity-travel patterns," Transportation Research Part A: Policy and Practice, Elsevier, vol. 43(6), pages 626-638, July.
    15. Dimas B. E. Dharmowijoyo & Yusak O. Susilo & Anders Karlström, 2018. "On complexity and variability of individuals’ discretionary activities," Transportation, Springer, vol. 45(1), pages 177-204, January.
    16. Müggenburg, Hannah & Busch-Geertsema, Annika & Lanzendorf, Martin, 2015. "Mobility biographies: A review of achievements and challenges of the mobility biographies approach and a framework for further research," Journal of Transport Geography, Elsevier, vol. 46(C), pages 151-163.
    17. Nguyen-Phuoc, Duy Quy & Su, Diep Ngoc & Tran, Phuong Thi Kim & Le, Diem-Trinh Thi & Johnson, Lester W., 2020. "Factors influencing customer's loyalty towards ride-hailing taxi services – A case study of Vietnam," Transportation Research Part A: Policy and Practice, Elsevier, vol. 134(C), pages 96-112.
    18. Gulsah Akar & Kelly Clifton & Sean Doherty, 2011. "Discretionary activity location choice: in-home or out-of-home?," Transportation, Springer, vol. 38(1), pages 101-122, January.
    19. Hernandez, Diego, 2018. "Uneven mobilities, uneven opportunities: Social distribution of public transport accessibility to jobs and education in Montevideo," Journal of Transport Geography, Elsevier, vol. 67(C), pages 119-125.
    20. Dimas Bayu Endrayana Dharmowijoyo & Yusak Octavius Susilo & Tri Basuki Joewono, 2021. "Residential Locations and Health Effects on Multitasking Behaviours and Day Experiences," Sustainability, MDPI, vol. 13(20), pages 1-21, October.
    21. Collantes, Gustavo O. & Mokhtarian, Patricia L., 2007. "Subjective assessments of personal mobility: What makes the difference between a little and a lot?," Transport Policy, Elsevier, vol. 14(3), pages 181-192, May.
    22. Ryuichi Kitamura, 2009. "Life-style and travel demand," Transportation, Springer, vol. 36(6), pages 679-710, November.
    23. Heinen, Eva & Chatterjee, Kiron, 2015. "The same mode again? An exploration of mode choice variability in Great Britain using the National Travel Survey," Transportation Research Part A: Policy and Practice, Elsevier, vol. 78(C), pages 266-282.
    24. Henry Kaiser, 1970. "A second generation little jiffy," Psychometrika, Springer;The Psychometric Society, vol. 35(4), pages 401-415, December.
    25. Raux, Charles & Ma, Tai-Yu & Joly, Iragaël & Kaufmann, Vincent & Cornelis, Eric & Ovtracht, Nicolas, 2011. "Travel and activity time allocation: An empirical comparison between eight cities in Europe," Transport Policy, Elsevier, vol. 18(2), pages 401-412, March.
    26. Dharmowijoyo, Dimas B.E. & Susilo, Yusak O. & Karlström, Anders & Adiredja, Lili Somantri, 2015. "Collecting a multi-dimensional three-weeks household time-use and activity diary in the Bandung Metropolitan Area, Indonesia," Transportation Research Part A: Policy and Practice, Elsevier, vol. 80(C), pages 231-246.
    27. Yusak Susilo & Kay Axhausen, 2014. "Repetitions in individual daily activity–travel–location patterns: a study using the Herfindahl–Hirschman Index," Transportation, Springer, vol. 41(5), pages 995-1011, September.
    28. Dharmowijoyo, Dimas B.E. & Susilo, Yusak O. & Karlström, Anders, 2017. "Analysing the complexity of day-to-day individual activity-travel patterns using a multidimensional sequence alignment model: A case study in the Bandung Metropolitan Area, Indonesia," Journal of Transport Geography, Elsevier, vol. 64(C), pages 1-12.
    29. Handy, Susan & Cao, Xinyu & Mokhtarian, Patricia L., 2005. "Correlation or causality between the built environment and travel behavior? Evidence from Northern California," University of California Transportation Center, Working Papers qt5b76c5kg, University of California Transportation Center.
    30. Kang, Hejun & Scott, Darren M., 2010. "Exploring day-to-day variability in time use for household members," Transportation Research Part A: Policy and Practice, Elsevier, vol. 44(8), pages 609-619, October.
    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. Dharmowijoyo, Dimas B.E. & Susilo, Yusak O. & Karlström, Anders & Adiredja, Lili Somantri, 2015. "Collecting a multi-dimensional three-weeks household time-use and activity diary in the Bandung Metropolitan Area, Indonesia," Transportation Research Part A: Policy and Practice, Elsevier, vol. 80(C), pages 231-246.
    2. Arif Budiarto & Nur Shalin Abdi & Dimas Bayu Endrayana Dharmowijoyo & Nursitihazlin Ahmad Termida & Basil David Daniel & Nur Sabahiah Abdul Sukor & Liza Evianti Tanjung, 2022. "Effects of Changes in Discretionary Trips and Online Activities on Social and Mental Health during Two Different Phases of the COVID-19 Pandemic in Malaysia," Sustainability, MDPI, vol. 14(21), pages 1-24, October.
    3. Donggen Wang & Tao Lin, 2019. "Built environment, travel behavior, and residential self-selection: a study based on panel data from Beijing, China," Transportation, Springer, vol. 46(1), pages 51-74, February.
    4. Etminani-Ghasrodashti, Roya & Ardeshiri, Mahyar, 2015. "Modeling travel behavior by the structural relationships between lifestyle, built environment and non-working trips," Transportation Research Part A: Policy and Practice, Elsevier, vol. 78(C), pages 506-518.
    5. Dimas B. E. Dharmowijoyo & Yusak O. Susilo & Anders Karlström, 2018. "On complexity and variability of individuals’ discretionary activities," Transportation, Springer, vol. 45(1), pages 177-204, January.
    6. Rizki, Muhamad & Basuki Joewono, Tri & Susilo, Yusak O., 2024. "Towards understanding travel in the digital age: A cross-dimensional one-week diary of individual virtual and physical activities in Indonesian cities," Transportation Research Part A: Policy and Practice, Elsevier, vol. 187(C).
    7. Dharmowijoyo, Dimas B.E. & Susilo, Yusak O. & Karlström, Anders, 2017. "Analysing the complexity of day-to-day individual activity-travel patterns using a multidimensional sequence alignment model: A case study in the Bandung Metropolitan Area, Indonesia," Journal of Transport Geography, Elsevier, vol. 64(C), pages 1-12.
    8. De Vos, Jonas & Cheng, Long & Kamruzzaman, Md. & Witlox, Frank, 2021. "The indirect effect of the built environment on travel mode choice: A focus on recent movers," Journal of Transport Geography, Elsevier, vol. 91(C).
    9. Schmid, Basil & Becker, Felix & Axhausen, Kay W. & Widmer, Paul & Stein, Petra, 2023. "A simultaneous model of residential location, mobility tool ownership and mode choice using latent variables," Transportation Research Part A: Policy and Practice, Elsevier, vol. 178(C).
    10. De Vos, Jonas, 2018. "Do people travel with their preferred travel mode? Analysing the extent of travel mode dissonance and its effect on travel satisfaction," Transportation Research Part A: Policy and Practice, Elsevier, vol. 117(C), pages 261-274.
    11. Liu, Chengxi & Susilo, Yusak O. & Dharmowijoyo, Dimas B.E., 2018. "Investigating intra-household interactions between individuals' time and space constraints," Journal of Transport Geography, Elsevier, vol. 73(C), pages 108-119.
    12. Jonas De Vos & Long Cheng & Frank Witlox, 2021. "Do changes in the residential location lead to changes in travel attitudes? A structural equation modeling approach," Transportation, Springer, vol. 48(4), pages 2011-2034, August.
    13. Müggenburg, Hannah & Busch-Geertsema, Annika & Lanzendorf, Martin, 2015. "Mobility biographies: A review of achievements and challenges of the mobility biographies approach and a framework for further research," Journal of Transport Geography, Elsevier, vol. 46(C), pages 151-163.
    14. Rahman, Mashrur & Sciara, Gian-Claudia, 2022. "Travel attitudes, the built environment and travel behavior relationships: Causal insights from social psychology theories," Transport Policy, Elsevier, vol. 123(C), pages 44-54.
    15. Van Acker, Véronique & Mulley, Corinne & Ho, Loan, 2019. "Impact of childhood experiences on public transport travel behaviour," Transportation Research Part A: Policy and Practice, Elsevier, vol. 130(C), pages 783-798.
    16. Zahra Zarabi & Philippe Gerber & Sébastien Lord, 2019. "Travel Satisfaction vs. Life Satisfaction: A Weighted Decision-Making Approach," Sustainability, MDPI, vol. 11(19), pages 1-28, September.
    17. Scheiner, Joachim, 2020. "Changes in travel mode use over the life course with partner interactions in couple households," Transportation Research Part A: Policy and Practice, Elsevier, vol. 132(C), pages 791-807.
    18. Cherchi, Elisabetta & Cirillo, Cinzia & Ortúzar, Juan de Dios, 2017. "Modelling correlation patterns in mode choice models estimated on multiday travel data," Transportation Research Part A: Policy and Practice, Elsevier, vol. 96(C), pages 146-153.
    19. De Vos, Jonas & Singleton, Patrick A., 2020. "Travel and cognitive dissonance," Transportation Research Part A: Policy and Practice, Elsevier, vol. 138(C), pages 525-536.
    20. Muhamad Rizki & Tri Basuki Joewono & Dimas Bayu Endrayana Dharmowijoyo & Dwi Prasetyanto, 2021. "The Effects of On- and Before- Journey Advantages Using Ride-Sourcing in Indonesia," Sustainability, MDPI, vol. 13(19), pages 1-20, October.

    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:transa:v:190:y:2024:i:c:s0965856424003033. 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/547/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.