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Have Cycling-Friendly Cities Achieved Cycling Equity? Analyses of the Educational Gradient in Cycling in Dutch and German Cities

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  • Hudde, Ansgar

Abstract

In German cities, higher levels of education increase people’s propensity to cycle. However, it remains unknown whether this effect is restricted to certain contexts, such as cities with low or medium cycling rates, or whether it is a more universal occurrence. This paper develops and tests competing hypotheses on how the effect of education on cycling might depend on the overall cycling level: (a) educational inequalities in cycling could increase proportionally with the overall cycling level or (b) such inequalities might diminish in high-cycling cities because their advanced pro-cycling mobility cultures encourage cycling among all social groups. I analyse about 150,000 trips made by about 50,000 residents from 143 cities in the Netherlands and Germany using multilevel regression models. Results fall in between the competing hypotheses, meaning that the effect of education is similarly large in cities with low, medium, or high overall levels of cycling. Hence, there is no automatism in the sense that higher cycling shares in general will also imply greater cycling equity.

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  • Hudde, Ansgar, 2023. "Have Cycling-Friendly Cities Achieved Cycling Equity? Analyses of the Educational Gradient in Cycling in Dutch and German Cities," SocArXiv 7c6d2, Center for Open Science.
  • Handle: RePEc:osf:socarx:7c6d2
    DOI: 10.31219/osf.io/7c6d2
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    1. Acheampong, Ransford A. & Siiba, Alhassan, 2018. "Examining the determinants of utility bicycling using a socio-ecological framework: An exploratory study of the Tamale Metropolis in Northern Ghana," Journal of Transport Geography, Elsevier, vol. 69(C), pages 1-10.
    2. Böcker, Lars & Anderson, Ellinor & Uteng, Tanu Priya & Throndsen, Torstein, 2020. "Bike sharing use in conjunction to public transport: Exploring spatiotemporal, age and gender dimensions in Oslo, Norway," Transportation Research Part A: Policy and Practice, Elsevier, vol. 138(C), pages 389-401.
    3. Justin Tyndall, 2022. "Cycling mode choice amongst US commuters: The role of climate and topography," Urban Studies, Urban Studies Journal Limited, vol. 59(1), pages 97-119, January.
    4. Frater, Jillian & Kingham, Simon, 2020. "Adolescents and bicycling to school: Does behaviour setting/place make a difference?," Journal of Transport Geography, Elsevier, vol. 85(C).
    5. Flanagan, Elizabeth & Lachapelle, Ugo & El-Geneidy, Ahmed, 2016. "Riding tandem: Does cycling infrastructure investment mirror gentrification and privilege in Portland, OR and Chicago, IL?," Research in Transportation Economics, Elsevier, vol. 60(C), pages 14-24.
    6. Arun S. Hendi, 2017. "Trends in Education-Specific Life Expectancy, Data Quality, and Shifting Education Distributions: A Note on Recent Research," Demography, Springer;Population Association of America (PAA), vol. 54(3), pages 1203-1213, June.
    7. Maarten Kroesen & Susan Handy, 2014. "The relation between bicycle commuting and non-work cycling: results from a mobility panel," Transportation, Springer, vol. 41(3), pages 507-527, May.
    8. Steinbach, Rebecca & Green, Judith & Datta, Jessica & Edwards, Phil, 2011. "Cycling and the city: A case study of how gendered, ethnic and class identities can shape healthy transport choices," Social Science & Medicine, Elsevier, vol. 72(7), pages 1123-1130, April.
    9. Thomas Götschi & Jan Garrard & Billie Giles-Corti, 2016. "Cycling as a Part of Daily Life: A Review of Health Perspectives," Transport Reviews, Taylor & Francis Journals, vol. 36(1), pages 45-71, January.
    10. Lanzendorf, Martin & Busch-Geertsema, Annika, 2014. "The cycling boom in large German cities—Empirical evidence for successful cycling campaigns," Transport Policy, Elsevier, vol. 36(C), pages 26-33.
    11. Carse, Andrew & Goodman, Anna & Mackett, Roger L. & Panter, Jenna & Ogilvie, David, 2013. "The factors influencing car use in a cycle-friendly city: the case of Cambridge," Journal of Transport Geography, Elsevier, vol. 28(C), pages 67-74.
    12. Braun, Lindsay M. & Rodriguez, Daniel A. & Gordon-Larsen, Penny, 2019. "Social (in)equity in access to cycling infrastructure: Cross-sectional associations between bike lanes and area-level sociodemographic characteristics in 22 large U.S. cities," Journal of Transport Geography, Elsevier, vol. 80(C).
    13. Erik Elldér & Katarina Haugen & Bertil Vilhelmson, 2022. "When local access matters: A detailed analysis of place, neighbourhood amenities and travel choice," Urban Studies, Urban Studies Journal Limited, vol. 59(1), pages 120-139, January.
    14. Hudde, Ansgar, 2022. "The unequal cycling boom in Germany," Journal of Transport Geography, Elsevier, vol. 98(C).
    15. Adam Millard-Ball & Jeremy West & Nazanin Rezaei & Garima Desai, 2022. "What do residential lotteries show us about transportation choices?," Urban Studies, Urban Studies Journal Limited, vol. 59(2), pages 434-452, February.
    16. Jana A. Hirsch & Geoffrey F. Green & Marc Peterson & Daniel A. Rodriguez & Penny Gordon-Larsen, 2017. "Neighborhood sociodemographics and change in built infrastructure," Journal of Urbanism: International Research on Placemaking and Urban Sustainability, Taylor & Francis Journals, vol. 10(2), pages 181-197, April.
    17. Thomas Klinger & Martin Lanzendorf, 2016. "Moving between mobility cultures: what affects the travel behavior of new residents?," Transportation, Springer, vol. 43(2), pages 243-271, March.
    18. Rachel Aldred, 2015. "A Matter of Utility? Rationalising Cycling, Cycling Rationalities," Mobilities, Taylor & Francis Journals, vol. 10(5), pages 686-705, December.
    19. Stefan Gössling & Marcel Schröder & Philipp Späth & Tim Freytag, 2016. "Urban Space Distribution and Sustainable Transport," Transport Reviews, Taylor & Francis Journals, vol. 36(5), pages 659-679, September.
    20. Ottar Hellevik, 2009. "Linear versus logistic regression when the dependent variable is a dichotomy," Quality & Quantity: International Journal of Methodology, Springer, vol. 43(1), pages 59-74, January.
    21. Walks, Alan, 2018. "Driving the poor into debt? Automobile loans, transport disadvantage, and automobile dependence," Transport Policy, Elsevier, vol. 65(C), pages 137-149.
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