IDEAS home Printed from https://ideas.repec.org/a/sae/envirb/v41y2014i2p272-288.html
   My bibliography  Save this article

Examining the Impact of Urban Morphology on Bicycle Mode Choice

Author

Listed:
  • Greg Rybarczyk

    (Department of Earth and Resource Science, University of Michigan-Flint, 516 Murchie Science Building, Flint, MI 48502, USA)

  • Changshan Wu

    (Department of Geography, University of Wisconsin-Milwaukee, PO Box 413, Milwaukee, WI 53201-0413, USA)

Abstract

Nonmotorized transport modes such as bicycling are becoming important components to urban transportation systems in the United States, in particular with the recent emphases on sustainable urban development. Recent bicycle forecasting methods have included urban design elements to help explain bicycle behavior but most measures lack accountability of microscale built form attributes that address bicyclist perception. This study developed a discrete choice model to examine the impact of urban morphological factors on people's utilitarian bicycle mode choice decisions. In the model, traditional factors considered include personal, household, and environmental variables. Urban morphology variables from space syntax were also incorporated in the model to test for the marginal influence of microscale design and space characteristics in the decision to bicycle. Results indicate that microscale built form factors that enhance visibility and contain well connected street networks significantly affected bicycle mode choice decisions at the trip origin. The finding that built form variables by and large influence the probability that someone will commute via bicycle suggests that policies and planning efforts aimed at increasing bicycle mode share should include human-scaled built form metrics that address urban space and cognition.

Suggested Citation

  • Greg Rybarczyk & Changshan Wu, 2014. "Examining the Impact of Urban Morphology on Bicycle Mode Choice," Environment and Planning B, , vol. 41(2), pages 272-288, April.
  • Handle: RePEc:sae:envirb:v:41:y:2014:i:2:p:272-288
    DOI: 10.1068/b37133
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1068/b37133
    Download Restriction: no

    File URL: https://libkey.io/10.1068/b37133?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
    ---><---

    References listed on IDEAS

    as
    1. John Parkin & Mark Wardman & Matthew Page, 2008. "Estimation of the determinants of bicycle mode share for the journey to work using census data," Transportation, Springer, vol. 35(1), pages 93-109, January.
    2. Tilahun, Nebiyou Y. & Levinson, David M. & Krizek, Kevin J., 2007. "Trails, lanes, or traffic: Valuing bicycle facilities with an adaptive stated preference survey," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(4), pages 287-301, May.
    3. Cervero, R. & Duncan, M., 2003. "Walking, Bicycling, and Urban Landscapes: Evidence from the San Francisco Bay Area," American Journal of Public Health, American Public Health Association, vol. 93(9), pages 1478-1483.
    4. Crane, Randall & Crepeau, Richard, 1998. "Does Neighborhood Design Influence Travel?: Behavioral Analysis of Travel Diary and GIS Data," University of California Transportation Center, Working Papers qt4pj4s7t8, University of California Transportation Center.
    5. Susan Handy & Yan Xing & Theodore Buehler, 2010. "Factors associated with bicycle ownership and use: a study of six small U.S. cities," Transportation, Springer, vol. 37(6), pages 967-985, November.
    6. Pucher, John & Komanoff, Charles & Schimek, Paul, 1999. "Bicycling renaissance in North America?: Recent trends and alternative policies to promote bicycling," Transportation Research Part A: Policy and Practice, Elsevier, vol. 33(7-8), pages 625-654.
    7. Raford, Noah & Chiaradia, Alain & Gil, Jorge, 2007. "Space Syntax: The Role of Urban Form in Cyclist Route Choice in Central London," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt8qz8m4fz, Institute of Transportation Studies, UC Berkeley.
    8. Crane, Randall, 1998. "Travel By Design?," University of California Transportation Center, Working Papers qt3pc4v6jj, University of California Transportation Center.
    9. Cervero, Robert, 1996. "Mixed land-uses and commuting: Evidence from the American Housing Survey," Transportation Research Part A: Policy and Practice, Elsevier, vol. 30(5), pages 361-377, September.
    10. Cervero, Robert & Duncan, Michael, 2003. "Walking, Bicycling, and Urban Landscapes: Evidence from the San Francisco Bay Area," University of California Transportation Center, Working Papers qt6zr1x95m, University of California Transportation Center.
    11. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hackl, Roland & Raffler, Clemens & Friesenecker, Michael & Kramar, Hans & Kalasek, Robert & Soteropoulos, Aggelos & Wolf-Eberl, Susanne & Posch, Patrick & Tomschy, Rupert, 2019. "Promoting active mobility: Evidence-based decision-making using statistical models," Journal of Transport Geography, Elsevier, vol. 80(C).
    2. Bongiorno, Christian & Santucci, Daniele & Kon, Fabio & Santi, Paolo & Ratti, Carlo, 2019. "Comparing bicycling and pedestrian mobility: Patterns of non-motorized human mobility in Greater Boston," Journal of Transport Geography, Elsevier, vol. 80(C).
    3. Shatu, Farjana & Yigitcanlar, Tan & Bunker, Jonathan, 2019. "Shortest path distance vs. least directional change: Empirical testing of space syntax and geographic theories concerning pedestrian route choice behaviour," Journal of Transport Geography, Elsevier, vol. 74(C), pages 37-52.

    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. Ji, Shujuan & Wang, Xin & Lyu, Tao & Liu, Xiaojie & Wang, Yuanqing & Heinen, Eva & Sun, Zhenwei, 2022. "Understanding cycling distance according to the prediction of the XGBoost and the interpretation of SHAP: A non-linear and interaction effect analysis," Journal of Transport Geography, Elsevier, vol. 103(C).
    2. Zhao, Pengjun & Li, Shengxiao, 2017. "Bicycle-metro integration in a growing city: The determinants of cycling as a transfer mode in metro station areas in Beijing," Transportation Research Part A: Policy and Practice, Elsevier, vol. 99(C), pages 46-60.
    3. Cao, Xinyu (Jason) & Mokhtarian, Patricia L. & Handy, Susan L., 2009. "The relationship between the built environment and nonwork travel: A case study of Northern California," Transportation Research Part A: Policy and Practice, Elsevier, vol. 43(5), pages 548-559, June.
    4. Cui, Yuchen & Mishra, Sabyasachee & Welch, Timothy F., 2014. "Land use effects on bicycle ridership: a framework for state planning agencies," Journal of Transport Geography, Elsevier, vol. 41(C), pages 220-228.
    5. Verma, Meghna & Rahul, T.M. & Vinayak, Pragun & Verma, Ashish, 2018. "Influence of childhood and adulthood attitudinal perceptions on bicycle usage in the Bangalore city," Journal of Transport Geography, Elsevier, vol. 72(C), pages 94-105.
    6. Lee, Yongsung & Guhathakurta, Subhrajit, 2018. "An analysis of the effects of suburban densification on vehicle use for shopping: Do existing residents respond to land-use changes in the same way as recent movers?," Journal of Transport Geography, Elsevier, vol. 68(C), pages 193-204.
    7. Umer Mansoor & Mohammad Tamim Kashifi & Fazal Rehman Safi & Syed Masiur Rahman, 2022. "A review of factors and benefits of non-motorized transport: a way forward for developing countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(2), pages 1560-1582, February.
    8. Hyochul Park & Yong Lee & Hee Shin & Keemin Sohn, 2011. "Analyzing the time frame for the transition from leisure-cyclist to commuter-cyclist," Transportation, Springer, vol. 38(2), pages 305-319, March.
    9. Spencer, Phoebe & Watts, Richard & Vivanco, Luis & Flynn, Brian, 2013. "The effect of environmental factors on bicycle commuters in Vermont: influences of a northern climate," Journal of Transport Geography, Elsevier, vol. 31(C), pages 11-17.
    10. Cao, Xinyu & Mokhtarian, Patricia L. & Handy, Susan L., 2007. "Residential and Travel Choices of Elderly Residents of Northern California," 48th Annual Transportation Research Forum, Boston, Massachusetts, March 15-17, 2007 207925, Transportation Research Forum.
    11. Senes, Giulio & Rovelli, Roberto & Bertoni, Danilo & Arata, Laura & Fumagalli, Natalia & Toccolini, Alessandro, 2017. "Factors influencing greenways use: Definition of a method for estimation in the Italian context," Journal of Transport Geography, Elsevier, vol. 65(C), pages 175-187.
    12. Xueying Wu & Yi Lu & Yaoyu Lin & Yiyang Yang, 2019. "Measuring the Destination Accessibility of Cycling Transfer Trips in Metro Station Areas: A Big Data Approach," IJERPH, MDPI, vol. 16(15), pages 1-16, July.
    13. Cao, Xinyu (Jason) & Xu, Zhiyi & Fan, Yingling, 2010. "Exploring the connections among residential location, self-selection, and driving: Propensity score matching with multiple treatments," Transportation Research Part A: Policy and Practice, Elsevier, vol. 44(10), pages 797-805, December.
    14. Clewlow, Regina R., 2016. "Carsharing and sustainable travel behavior: Results from the San Francisco Bay Area," Transport Policy, Elsevier, vol. 51(C), pages 158-164.
    15. Mohammad Paydar & Asal Kamani Fard & Mohammad Mehdi Khaghani, 2020. "Walking toward Metro Stations: the Contribution of Distance, Attitudes, and Perceived Built Environment," Sustainability, MDPI, vol. 12(24), pages 1-19, December.
    16. 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.
    17. Schmidt, Swantje C. & Sleddens, Ester F.C. & de Vries, Sanne I. & Gubbels, Jessica & Thijs, Carel, 2015. "Longitudinal association of neighborhood variables with Body Mass Index in Dutch school-age children: The KOALA Birth Cohort Study," Social Science & Medicine, Elsevier, vol. 135(C), pages 99-108.
    18. Ma, Liang & Ettema, Dick & Ye, Runing, 2021. "Determinants of bicycling for transportation in disadvantaged neighbourhoods: Evidence from Xi’an, China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 145(C), pages 103-117.
    19. Iwińska, Katarzyna & Blicharska, Malgorzata & Pierotti, Livia & Tainio, Marko & de Nazelle, Audrey, 2018. "Cycling in Warsaw, Poland – Perceived enablers and barriers according to cyclists and non-cyclists," Transportation Research Part A: Policy and Practice, Elsevier, vol. 113(C), pages 291-301.
    20. Jina Mahmoudi & Lei Zhang, 2020. "Impact of the Built Environment Measured at Multiple Levels on Nonmotorized Travel Behavior: An Ecological Approach to a Florida Case Study," Sustainability, MDPI, vol. 12(21), pages 1-39, 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:sae:envirb:v:41:y:2014:i:2:p:272-288. 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: SAGE Publications (email available below). General contact details of provider: .

    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.