IDEAS home Printed from https://ideas.repec.org/a/eee/trapol/v171y2025icp389-407.html

Does developing public transportation reduce motorcycle Usage? Evidence from Taiwan

Author

Listed:
  • Huang, Wen-Hsiu
  • Jou, Rong-Chang

Abstract

This study employed the duration model incorporating the difference-in-difference (DID) approach to assess the influence of the development of public transportation on motorcycle usage in Taiwan between 2014 and 2018, as the metropolitan areas had experienced a period of rapid development with diverse public transportation modes after the restructuring of Taiwan's six municipalities. It also investigated whether this development led to an increased willingness among motorcycle commuters to use public transportation. The results reveal that the development of public transportation reduced motorcycle usage time, especially for motorcyclists who were reliant on the metro system and those using motorcycles for business activities. Conversely, the development of public transportation did not reduce motorcycle usage for commuting. Furthermore, the effects of public transportation development on motorcycle commuters' attitudes toward different transportation options differed among various commuter groups. Motorcycle commuters depending on the metro system and with a daily motorcycle usage time of less than 30 min exhibited a greater inclination to begin using public transportation after public transit networks were improved. By contrast, those with a daily motorcycle usage time exceeding 60 min exhibited a decreased willingness. The primary deterrents for motorcycle commuters transitioning to public transportation were limited convenience and mobility. Thus, improving the convenience and accessibility of public transportation should be prioritized. Such improvements might reduce reluctance to transition from using motorcycles to using public transportation. Further integrating diverse modes of transportation and promoting green mobility should also be key considerations in city planning strategies.

Suggested Citation

  • Huang, Wen-Hsiu & Jou, Rong-Chang, 2025. "Does developing public transportation reduce motorcycle Usage? Evidence from Taiwan," Transport Policy, Elsevier, vol. 171(C), pages 389-407.
  • Handle: RePEc:eee:trapol:v:171:y:2025:i:c:p:389-407
    DOI: 10.1016/j.tranpol.2025.06.019
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0967070X25002446
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.tranpol.2025.06.019?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. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    2. Chen, Ching-Fu & Lai, Wen-Tai, 2011. "The effects of rational and habitual factors on mode choice behaviors in a motorcycle-dependent region: Evidence from Taiwan," Transport Policy, Elsevier, vol. 18(5), pages 711-718, September.
    3. Nguyen, Son-Tung & Moeinaddini, Mehdi & Saadi, Ismaïl & Cools, Mario, 2024. "Applying a Bayesian network for modelling the shift from motorcycle to public transport use in Vietnam," Transportation Research Part A: Policy and Practice, Elsevier, vol. 183(C).
    4. Haonan Chen & Tianqi Zhu & Lijuan Zhao, 2024. "High-Speed Railway Opening, Industrial Symbiotic Agglomeration and Green Sustainable Development—Empirical Evidence from China," Sustainability, MDPI, vol. 16(5), pages 1-20, March.
    5. Law, Teik Hua & Hamid, Hussain & Goh, Chia Ning, 2015. "The motorcycle to passenger car ownership ratio and economic growth: A cross-country analysis," Journal of Transport Geography, Elsevier, vol. 46(C), pages 122-128.
    6. Kontou, Eleftheria & Murray-Tuite, Pamela & Wernstedt, Kris, 2017. "Duration of commute travel changes in the aftermath of Hurricane Sandy using accelerated failure time modeling," Transportation Research Part A: Policy and Practice, Elsevier, vol. 100(C), pages 170-181.
    7. 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.
    8. Lars E. Olsson & Jana Huck & Margareta Friman, 2018. "Intention for Car Use Reduction: Applying a Stage-Based Model," IJERPH, MDPI, vol. 15(2), pages 1-14, January.
    9. Combs, Tabitha S. & Rodríguez, Daniel A., 2014. "Joint impacts of Bus Rapid Transit and urban form on vehicle ownership: New evidence from a quasi-longitudinal analysis in Bogotá, Colombia," Transportation Research Part A: Policy and Practice, Elsevier, vol. 69(C), pages 272-285.
    10. Chandra Bhat & Rajul Misra, 1999. "Discretionary activity time allocation of individuals between in-home and out-of-home and between weekdays and weekends," Transportation, Springer, vol. 26(2), pages 193-229, May.
    11. Beaudoin, Justin & Lin Lawell, C.-Y. Cynthia, 2018. "The effects of public transit supply on the demand for automobile travel," Journal of Environmental Economics and Management, Elsevier, vol. 88(C), pages 447-467.
    12. Jiahang He & Toshiyuki Yamamoto & Tomio Miwa & Takayuki Morikawa, 2020. "Hazard Duration Model with Panel Data for Daily Car Travel Distance: A Toyota City Case Study," Sustainability, MDPI, vol. 12(16), pages 1-13, August.
    13. Zhang, Hui & Zhan, Bo & Ouyang, Min, 2024. "Enhancing accessibility through rail transit in congested urban areas: A cross-regional analysis," Journal of Transport Geography, Elsevier, vol. 115(C).
    14. Jou, Rong-Chang & Chen, Tzu-Ying, 2014. "Factors affecting public transportation, car, and motorcycle usage," Transportation Research Part A: Policy and Practice, Elsevier, vol. 61(C), pages 186-198.
    15. Bing-yu Chiu & Erick Guerra, 2023. "What predicts motorcycle ownership, mode choice, and use for utilitarian travel? A literature review," Transport Reviews, Taylor & Francis Journals, vol. 43(6), pages 1165-1189, November.
    16. Ashenfelter, Orley & Card, David, 1985. "Using the Longitudinal Structure of Earnings to Estimate the Effect of Training Programs," The Review of Economics and Statistics, MIT Press, vol. 67(4), pages 648-660, November.
    17. Beaudoin, Justin & Farzin, Y. Hossein & Lin Lawell, C.-Y. Cynthia, 2015. "Public transit investment and sustainable transportation: A review of studies of transit's impact on traffic congestion and air quality," Research in Transportation Economics, Elsevier, vol. 52(C), pages 15-22.
    18. Mohammadian, Abolfazl & Doherty, Sean T., 2006. "Modeling activity scheduling time horizon: Duration of time between planning and execution of pre-planned activities," Transportation Research Part A: Policy and Practice, Elsevier, vol. 40(6), pages 475-490, July.
    19. Saeidizand, Pedram & Savieri, Perseverence & Boussauw, Kobe, 2025. "Car dependency contributors in global metropolitan areas over time," Journal of Transport Geography, Elsevier, vol. 123(C).
    20. de Grange, Louis & Troncoso, Rodrigo & González, Felipe, 2012. "An empirical evaluation of the impact of three urban transportation policies on transit use," Transport Policy, Elsevier, vol. 22(C), pages 11-19.
    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. Marquet, Oriol & Miralles-Guasch, Carme, 2016. "City of Motorcycles. On how objective and subjective factors are behind the rise of two-wheeled mobility in Barcelona," Transport Policy, Elsevier, vol. 52(C), pages 37-45.
    2. James J. Heckman, 1991. "Randomization and Social Policy Evaluation Revisited," NBER Technical Working Papers 0107, National Bureau of Economic Research, Inc.
    3. Chabé-Ferret, Sylvain, 2017. "Should We Combine Difference In Differences with Conditioning on Pre-Treatment Outcomes?," TSE Working Papers 17-824, Toulouse School of Economics (TSE).
    4. Alberto Abadie & Guido W. Imbens, 2002. "Simple and Bias-Corrected Matching Estimators for Average Treatment Effects," NBER Technical Working Papers 0283, National Bureau of Economic Research, Inc.
    5. James J. Heckman, 1991. "Randomization and Social Policy Evaluation Revisited," NBER Technical Working Papers 0107, National Bureau of Economic Research, Inc.
    6. Mano, Yukichi & Akoten, John & Yoshino, Yutaka & Sonobe, Tetsushi, 2014. "Teaching KAIZEN to small business owners: An experiment in a metalworking cluster in Nairobi," Journal of the Japanese and International Economies, Elsevier, vol. 33(C), pages 25-42.
    7. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    8. Sina Akbari & Negar Kiyavash & AmirEmad Ghassami, 2025. "Semiparametric Triple Difference Estimators," Papers 2502.19788, arXiv.org, revised Sep 2025.
    9. Gordon B. Dahl, 2002. "Mobility and the Return to Education: Testing a Roy Model with Multiple Markets," Econometrica, Econometric Society, vol. 70(6), pages 2367-2420, November.
    10. Jason Poulos & Andrea Albanese & Andrea Mercatanti & Fan Li, 2021. "Retrospective causal inference via matrix completion, with an evaluation of the effect of European integration on cross-border employment," Papers 2106.00788, arXiv.org.
    11. Ichimura, Hidehiko & Todd, Petra E., 2007. "Implementing Nonparametric and Semiparametric Estimators," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 74, Elsevier.
    12. Chiu, Bing-yu, 2023. "Relationship between motorcycle travel and the built environment: Evidence from Taipei, Taiwan," Journal of Transport Geography, Elsevier, vol. 110(C).
    13. Mariano Gallo & Mario Marinelli, 2020. "Sustainable Mobility: A Review of Possible Actions and Policies," Sustainability, MDPI, vol. 12(18), pages 1-39, September.
    14. Nerhagen, Lena & Brandt, Daniel & Mortazavi, Reza, 2023. "Use of public transport as a means to reach national climate objectives - On the importance of accounting for spatial differences and costs," Transport Policy, Elsevier, vol. 131(C), pages 56-65.
    15. Sanz-de-Galdeano, Anna & Vuri, Daniela, 2004. "Does Parental Divorce Affect Adolescents' Cognitive Development? Evidence from Longitudinal Data," IZA Discussion Papers 1206, Institute of Labor Economics (IZA).
    16. Jens Ruhose & Stephan L. Thomsen & Insa Weilage, 2018. "The Wider Benefits of Adult Learning: Work-Related Training and Social Capital," CESifo Working Paper Series 7268, CESifo.
    17. Peter R. Mueser & Kenneth R. Troske & Alexey Gorislavsky, 2007. "Using State Administrative Data to Measure Program Performance," The Review of Economics and Statistics, MIT Press, vol. 89(4), pages 761-783, November.
    18. James J. Heckman & Jeffrey A. Smith, 1999. "The Pre-Program Earnings Dip and the Determinants of Participation in a Social Program: Implications for Simple Program Evaluation Strategies," NBER Working Papers 6983, National Bureau of Economic Research, Inc.
    19. James J. Heckman & Jeffrey A. Smith, 2004. "The Determinants of Participation in a Social Program: Evidence from a Prototypical Job Training Program," Journal of Labor Economics, University of Chicago Press, vol. 22(2), pages 243-298, April.
    20. Singfat Chu, 2018. "Singapore’s Vehicle Quota System and its impact on motorcycles," Transportation, Springer, vol. 45(5), pages 1419-1432, September.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    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:389-407. 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.