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Using spatial network analysis to model pedal cycle flows, risk and mode choice

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  • Cooper, Crispin H.V.

Abstract

Spatial network analysis (SpNA) provides a promising alternative to traditional transport models for the modelling of active travel, because walking and cycling behaviour is influenced by features smaller than the scale of zones in a traditional model. There is currently a need for link-level, city wide modelling of cycling, both to ensure the needs of existing cyclists are catered for in planning, and to model the effects of changing infrastructure in shaping cyclist behaviour. Existing SpNA models treat cyclists and car drivers as if they make navigational decisions in a similar way, which in reality is not the case.

Suggested Citation

  • Cooper, Crispin H.V., 2017. "Using spatial network analysis to model pedal cycle flows, risk and mode choice," Journal of Transport Geography, Elsevier, vol. 58(C), pages 157-165.
    • Handle: RePEc:eee:jotrge:v:58:y:2017:i:c:p:157-165
    DOI: 10.1016/j.jtrangeo.2016.12.003
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    1. Kevin J Krizek & Susan L Handy & Ann Forsyth, 2009. "Explaining Changes in Walking and Bicycling Behavior: Challenges for Transportation Research," Environment and Planning B, , vol. 36(4), pages 725-740, August.
    2. Zhang, Yuanyuan & Bigham, John & Ragland, David & Chen, Xiaohong, 2015. "Investigating the associations between road network structure and non-motorist accidents," Journal of Transport Geography, Elsevier, vol. 42(C), pages 34-47.
    3. Susan Handy & Bert van Wee & Maarten Kroesen, 2014. "Promoting Cycling for Transport: Research Needs and Challenges," Transport Reviews, Taylor & Francis Journals, vol. 34(1), pages 4-24, January.
    4. Goodman, A. & Sahlqvist, S. & Ogilvie, D., 2014. "New walking and cycling routes and increased physical activity: One- and 2-year findings from the UK iConnect study," American Journal of Public Health, American Public Health Association, vol. 104(9), pages 38-46.
    5. 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.
    6. Ann Forsyth & Kevin Krizek, 2011. "Urban Design: Is there a Distinctive View from the Bicycle?," Journal of Urban Design, Taylor & Francis Journals, vol. 16(04), pages 531-549.
    7. Broach, Joseph & Dill, Jennifer & Gliebe, John, 2012. "Where do cyclists ride? A route choice model developed with revealed preference GPS data," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(10), pages 1730-1740.
    8. Karou, Saleem & Hull, Angela, 2014. "Accessibility modelling: predicting the impact of planned transport infrastructure on accessibility patterns in Edinburgh, UK," Journal of Transport Geography, Elsevier, vol. 35(C), pages 1-11.
    9. Meghan Winters & Michael Brauer & Eleanor M Setton & Kay Teschke, 2013. "Mapping Bikeability: A Spatial Tool to Support Sustainable Travel," Environment and Planning B, , vol. 40(5), pages 865-883, October.
    10. Wardman, Mark & Tight, Miles & Page, Matthew, 2007. "Factors influencing the propensity to cycle to work," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(4), pages 339-350, May.
    11. Lowry, Michael, 2014. "Spatial interpolation of traffic counts based on origin–destination centrality," Journal of Transport Geography, Elsevier, vol. 36(C), pages 98-105.
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    Cited by:

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    3. Yat Yen & Pengjun Zhao & Muhammad T Sohail, 2021. "The morphology and circuity of walkable, bikeable, and drivable street networks in Phnom Penh, Cambodia," Environment and Planning B, , vol. 48(1), pages 169-185, January.
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    5. Ali Soltani & Andrew Allan & Masoud Javadpoor & Jaswanth Lella, 2022. "Space Syntax in Analysing Bicycle Commuting Routes in Inner Metropolitan Adelaide," Sustainability, MDPI, vol. 14(6), pages 1-13, March.
    6. Crispin H. V. Cooper & Ian Harvey & Scott Orford & Alain J. F. Chiaradia, 2021. "Using multiple hybrid spatial design network analysis to predict longitudinal effect of a major city centre redevelopment on pedestrian flows," Transportation, Springer, vol. 48(2), pages 643-672, April.

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