Skip to main content
Log in

The missing link: bicycle infrastructure networks and ridership in 74 US cities

  • Published:
Transportation Aims and scope Submit manuscript

Abstract

Cities promote strong bicycle networks to support and encourage bicycle commuting. However, the application of network science to bicycle facilities is not very well studied. Previous work has found relationships between the amount of bicycle infrastructure in a city and aggregate bicycle ridership, and between microscopic network structure and individual tripmaking patterns. This study fills the missing link between these two bodies of literature by developing a standard methodology for measuring bicycle facility network quality at the macroscopic level and testing its association with bicycle commuting. Bicycle infrastructure maps were collected for 74 Unites States cities and systematically analyzed to evaluate their network structure. Linear regression models revealed that connectivity and directness are important factors in predicting bicycle commuting after controlling for demographic variables and the size of the city. These findings provide a framework for transportation planners and policymakers to evaluate their local bicycle facility networks and set regional priorities that support nonmotorized travel behavior, and for continued research on the structure and quality of bicycle infrastructure and behavior.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  • American Association of State Highway and Transportatsion Officials: Guide for the Development of Bicycle Facilities, 4th edn. American Association of State Highway and Transportation Officials, Washington, DC. https://bookstore.transportation.org/collection_detail.aspx?ID=116 (2012). Accessed 15 Feb 2014

  • Barnes, G., Krizek, K.: Estimating bicycling demand. Transp. Res. Rec. 1939, 45–51 (2005). doi:10.3141/1939-06

    Article  Google Scholar 

  • Berrigan, D., Pickle, L.W., Dill, J.: Associations between street connectivity and active transportation. Int. J. Health Geogr. 9(20) (2010). doi:10.1186/1476-072X-9-20

  • Birk, M., Geller, R.: Bridging the gaps: how quality and quantity of a connected bikeway network correlates with increasing bicycle use. In: TRB 85th Annual Meeting Compendium of Papers number 06-0667. http://trid.trb.org/view.aspx?id=776458 (2006). Accessed 14 Aug 2013

  • Buehler, R., Pucher, J.: Cycling to work in 90 large American cities: new evidence on the role of bike paths and lanes. Transportation 39(2), 409–432 (2011). doi:10.1007/s11116-011-9355-8

    Article  Google Scholar 

  • Buehler, R., Pucher, J.: Walking and cycling in Western Europe and the United States: trends, policies, and lessons. TR News 280, 34–42. http://trid.trb.org/view.aspx?id=1143635 (2012). Accessed 12 Nov 2013

  • Byers, R.H.: Hennepin County bicycle system gap study. Technical Report, Hennepin County. http://www.hennepin.us/files/HennepinUS/Transportation/BikewaysandTrails/BicyclePlanning/BikeGapStudyFull.pdf (March 2002). Accessed 7 Aug 2013

  • Caulfield, B., Brick, E., McCarthy, O.T.: Determining bicycle infrastructure preferences: a case study of Dublin. Transp. Res. D 17(5), 413–417 (2012). doi:10.1016/j.trd.2012.04.001

    Article  Google Scholar 

  • Derrible, S., Kennedy, C.: Network analysis of world subway systems using updated graph theory. Transp. Res. Rec. 2112, 17–25 (2009). doi:10.3141/2112-03

    Article  Google Scholar 

  • Dill, J.: Bicycling for transportation and health: the role of infrastructure. J. Public Health Policy 30(Suppl 1), S95–S110 (2009). doi:10.1057/jphp.2008.56

    Article  Google Scholar 

  • Dill, J., Carr, T.: Bicycle commuting and facilities in major US cities: if you build them, commuters will use them. Transp. Res. Rec. 1828, 116–123. doi:10.3141/1828-14 (2003)

  • Dill, J., Voros, K.: Factors affecting bicycling demand: initial survey findings from the Portland, Oregon Region. Transp. Res. Rec. 2031, 9–17 (2007). doi:10.3141/2031-02

    Article  Google Scholar 

  • Federal Highway Administration: Report to the U.S. Congress on the Outcomes of the Nonmotorized Transportation Pilot Program SAFETEA-LU Section 1807. Technical Report, April. Submitted by the Federal Highway Administration With the Assistance of the U.S. Department of Transportation’s Volpe National Transportation Systems Center, Washington, DC (2012)

  • Garrison, W.L., Marble, D.F.: The Structure of Transportation Networks. Technical Report. Northwestern University, Evanston (1962)

  • Handy, S.L., Xing, Y.: Factors correlated with bicycle commuting: a study in six small US cities. Int. J. Sustain. Transp. 5(2), 91–110 (2011). doi:10.1080/15568310903514789

    Article  Google Scholar 

  • Heinen, E., van Wee, B., Maat, K.: Commuting by bicycle: an overview of the literature. Transp. Rev. 30(1), 59–96 (2010). doi:10.1080/01441640903187001

    Article  Google Scholar 

  • Kansky, K.J.: Structure of transportation networks. Doctoral Dissertation, University of Chicago (1963)

  • Klobucar, M.S., Fricker, J.D.: Network evaluation tool to improve real and perceived bicycle safety. Transp. Res. Rec. 2031, 25–33 (2007). doi:10.3141/2031-04

  • Krizek, K.J., Roland, R.W.: What is at the end of the road? Understanding discontinuities of on-street bicycle lanes in urban settings. Transp. Res. D 10(1), 55–68 (2005). doi:10.1016/j.trd.2004.09.005

  • Krizek, K., Barnes, G., Thompson, K.: Analyzing the effect of bicycle facilities on commute mode share over time. J. Urban Plan. Dev. 135(2), 66–73 (2009). doi:10.1061/(ASCE)0733-9488(2009)135:2(66)

  • Mekuria, M.C., Furth, P.G., Nixon, H.: Low-Stress Bicycling and Network Connectivity. Technical Report. Mineta Transportation Institute, San Jose (2012)

  • Nelson, A., Allen, D.: If you build them, commuters will use them: association between bicycle facilities and bicycle commuting. Transp. Res. Rec. 1528, 79–83 (1997). doi:10.3141/1578-10

  • Parkin, J., Wardman, M., Page, M.: Estimation of the determinants of bicycle mode share for the journey to work using census data. Transportation 35(1), 93–109 (2007). doi:10.1007/s11116-007-9137-5

  • Parthasarathi, P., Levinson, D., Hochmair, H.: Network structure and travel time perception. PloS One 8(10), e77718 (2013). doi:10.1371/journal.pone.0077718

  • Pratt, R.H., Levinson, H.S., Turner, S.M., Jeng, C.Y., Nabors, D.: Chap 16: pedestrian and bicycle facilities. In: TCRP Report 95: Traveler Response to Transportation System Changes. Transportation Research Board, Washington, DC. http://trid.trb.org/view.aspx?id=171542 (2012). Accessed 12 Nov 2013

  • Pucher, J., Komanoff, C., Schimek, P.: Bicycling renaissance in North America? Recent trends and alternative policies to promote bicycling. Transp. Res. A 33(7/8), 625–654 (1999).  doi:10.1016/S0965-8564(99)00010-5

  • Rietveld, P., Daniel, V.: Determinants of bicycle use: do municipal policies matter? Transp. Res. A 38(7), 531–550 (2004). doi:10.1016/j.tra.2004.05.003

  • Rodrigue, J.P., Comtois, C., Slack, B.: The Geography of Transport Systems, 2nd edn. Routledge, New York (2009)

  • Sanders, R.L.: Roadway design preferences among drivers and bicyclists in the bay area. In: TRB 93rd Annual Meeting Compendium of Papers number 14-5454, 2014

  • Stinson, M.A., Bhat, C.R.: A comparison of the route preferences of experienced and inexperienced bicycle commuters. In: TRB 84th Annual Meeting Compendium of Papers number 05-1434, 2005

  • Tilahun, N.Y., Levinson, D.M., Krizek, K.J.: Trails, lanes, or traffic: valuing bicycle facilities with an adaptive stated preference survey. Transp. Res. A 41(4), 287–301 (2007). doi:10.1016/j.tra.2006.09.007

  • Wilkinson, W., Clarke, A., Epperson, B., Knoblauch, R.: Selecting Roadway Design Treatments to Accommodate Bicycles. Technical Report, January. USDOT Federal Highway Administration, Great Falls (1994)

  • Xie, F., Levinson, D.: Measuring the structure of road networks. Geogr. Anal. 39(3), 336–356 (2007). doi:10.1111/j.1538-4632.2007.00707.x

  • Zhao, P.: The impact of the built environment on bicycle commuting: evidence from Beijing. Urban Stud. (2013). doi:10.1177/0042098013494423

Download references

Acknowledgments

The authors are grateful for the feedback from three anonymous reviewers whose feedback greatly improved the quality of the paper.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jessica E. Schoner.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Schoner, J.E., Levinson, D.M. The missing link: bicycle infrastructure networks and ridership in 74 US cities. Transportation 41, 1187–1204 (2014). https://doi.org/10.1007/s11116-014-9538-1

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11116-014-9538-1

Keywords

Navigation