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Relationship between motorcycle travel and the built environment: Evidence from Taipei, Taiwan

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  • Chiu, Bing-yu

Abstract

The current understanding of the built environment effects on motorcycle ownership is limited. No built environment characteristics have been identified as predictors of motorcycle mode choice likelihood. This research fills these gaps in knowledge by examining the relationship between motorcycle travel and the built environment using the largest metropolis of Taiwan, home to the world's highest motorcycle ownership rate, as the study context. Multinomial logistic and tobit regression models were estimated to examine the relationship between the built environment on household vehicle ownership, mode choice in a trip, and household motorcycle vehicle kilometers traveled (VKT), controlling for socioeconomic predictors of motorcycle travel. It used the most recent trip and household datasets from both the 2000 and 2009 large-scale household travel surveys in the Taipei Metropolitan Area for analysis. Findings suggest that higher population density, being farther from the central business district and from metro stations are correlated with higher household motorcycle ownership levels, higher likelihood of motorcycle mode choice, and higher household motorcycle VKT; lower job density is correlated with higher household motorcycle ownership levels and higher household motorcycle VKT; higher income is correlated with lower motorcycle ownership levels, lower motorcycle mode choice likelihood, and higher household motorcycle VKT. The academic novelty of this research is that it rejects most of its literature-based hypotheses about motorcycle travel and the built environment. Transportation and land use policy should expand mass transit, develop suburban employment centers near metro stations, and reshape the spatial distribution of population so that areas near metro stations become more densely populated than others.

Suggested Citation

  • Chiu, Bing-yu, 2023. "Relationship between motorcycle travel and the built environment: Evidence from Taipei, Taiwan," Journal of Transport Geography, Elsevier, vol. 110(C).
    • Handle: RePEc:eee:jotrge:v:110:y:2023:i:c:s0966692323000790
    DOI: 10.1016/j.jtrangeo.2023.103607
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    1. Ramezani, Samira & Hasanzadeh, Kamyar & Rinne, Tiina & Kajosaari, Anna & Kyttä, Marketta, 2021. "Residential relocation and travel behavior change: Investigating the effects of changes in the built environment, activity space dispersion, car and bike ownership, and travel attitudes," Transportation Research Part A: Policy and Practice, Elsevier, vol. 147(C), pages 28-48.
    2. Reid Ewing & Shima Hamidi, 2014. "Longitudinal Analysis of Transit's Land Use Multiplier in Portland (OR)," Journal of the American Planning Association, Taylor & Francis Journals, vol. 80(2), pages 123-137, April.
    3. Rose, Geoff & Delbosc, Alexa, 2016. "Powered-two-wheelers for city commuting: Insight from Australia's three largest capital cities," Journal of Transport Geography, Elsevier, vol. 54(C), pages 325-335.
    4. Robert Cervero, 2007. "Transit-Oriented Development's Ridership Bonus: A Product of Self-Selection and Public Policies," Environment and Planning A, , vol. 39(9), pages 2068-2085, September.
    5. Guerra, Erick, 2015. "The geography of car ownership in Mexico City: a joint model of households’ residential location and car ownership decisions," Journal of Transport Geography, Elsevier, vol. 43(C), pages 171-180.
    6. Mokhtarian, Patricia L. & Cao, Xinyu, 2008. "Examining the impacts of residential self-selection on travel behavior: A focus on methodologies," Transportation Research Part B: Methodological, Elsevier, vol. 42(3), pages 204-228, March.
    7. 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.
    8. Toshiyuki Yamamoto, 2009. "Comparative analysis of household car, motorcycle and bicycle ownership between Osaka metropolitan area, Japan and Kuala Lumpur, Malaysia," Transportation, Springer, vol. 36(3), pages 351-366, May.
    9. Ao, Yibin & Yang, Dujuan & Chen, Chuan & Wang, Yan, 2019. "Exploring the effects of the rural built environment on household car ownership after controlling for preference and attitude: Evidence from Sichuan, China," Journal of Transport Geography, Elsevier, vol. 74(C), pages 24-36.
    10. Bhat, Chandra R. & Guo, Jessica Y., 2007. "A comprehensive analysis of built environment characteristics on household residential choice and auto ownership levels," Transportation Research Part B: Methodological, Elsevier, vol. 41(5), pages 506-526, June.
    11. Ding, Chuan & Cao, Xinyu, 2019. "How does the built environment at residential and work locations affect car ownership? An application of cross-classified multilevel model," Journal of Transport Geography, Elsevier, vol. 75(C), pages 37-45.
    12. Chiou, Yu-Chiun & Wen, Chieh-Hua & Tsai, Shih-Hsun & Wang, Wei-Ying, 2009. "Integrated modeling of car/motorcycle ownership, type and usage for estimating energy consumption and emissions," Transportation Research Part A: Policy and Practice, Elsevier, vol. 43(7), pages 665-684, August.
    13. Xiaoquan Wang & Chunfu Shao & Chaoying Yin & Chengxiang Zhuge, 2018. "Exploring the Influence of Built Environment on Car Ownership and Use with a Spatial Multilevel Model: A Case Study of Changchun, China," IJERPH, MDPI, vol. 15(9), pages 1-14, August.
    14. Brownstone, David & Golob, Thomas F., 2009. "The impact of residential density on vehicle usage and energy consumption," Journal of Urban Economics, Elsevier, vol. 65(1), pages 91-98, January.
    15. Douglas Houston & Marlon G Boarnet & Gavin Ferguson & Steven Spears, 2015. "Can compact rail transit corridors transform the automobile city? Planning for more sustainable travel in Los Angeles," Urban Studies, Urban Studies Journal Limited, vol. 52(5), pages 938-959, April.
    16. Chang, Hsin-Li & Wu, Shun-Cheng, 2008. "Exploring the vehicle dependence behind mode choice: Evidence of motorcycle dependence in Taipei," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(2), pages 307-320, February.
    17. 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.
    18. Ding, Chuan & Wang, Donggen & Liu, Chao & Zhang, Yi & Yang, Jiawen, 2017. "Exploring the influence of built environment on travel mode choice considering the mediating effects of car ownership and travel distance," Transportation Research Part A: Policy and Practice, Elsevier, vol. 100(C), pages 65-80.
    19. Bhat, Chandra R. & Pulugurta, Vamsi, 1998. "A comparison of two alternative behavioral choice mechanisms for household auto ownership decisions," Transportation Research Part B: Methodological, Elsevier, vol. 32(1), pages 61-75, January.
    20. Chaoying Yin & Chunfu Shao & Xiaoquan Wang, 2018. "Built Environment and Parking Availability: Impacts on Car Ownership and Use," Sustainability, MDPI, vol. 10(7), pages 1-15, July.
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