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Examining Market Segmentation to Increase Bike-Share Use: The Case of the Greater Sacramento Region

Author

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  • Mohiuddin, Hossain
  • Fitch, Dillon
  • Handy, Susan

Abstract

Bike-share systems are proliferating across the US and could expand opportunities for those most underserved by the transportation system. A deeper understanding of current bike-share users could enable the expansion of these services and their benefits to a larger population. With the aim of deepening this understanding, this study uses data from household and bike-share user surveys in the Sacramento region to perform behavioral modeling and market segmentation. The results show that although individuals with low incomes and students are less likely than other demographic groups to use bike-share, they use it more frequently if they do use it. Individuals who regularly use multiple modes of travel also use the service frequently. The initial adoption of the service by transport-disadvantaged groups can play a vital role in the continued and frequent use of the service. The market segmentation analysis shows that low-income individuals, students, and zero-car individuals use the service frequently for commuting and a variety of non-commuting purposes. The occasional users of the bike-share service are mainly those with higher incomes and individuals who have access to a personal car. Another market segment consists of non- and infrequent-personal bike users; however, that segment is using the bike-share service at a greater rate for different purposes compared to regular bicyclists. This suggests that bike-share may fill an important travel gap and act as a lever for increasing bike travel for some users. Overall, the results provide detailed bike-share market information that can be used to tailor urban transport policies. The results also suggest that if the user base for bike-share programs were expanded to reach even more low-income individuals, students, and multi-modal travelers, greater environmental sustainability benefits would be achieved. View the NCST Project Webpage

Suggested Citation

  • Mohiuddin, Hossain & Fitch, Dillon & Handy, Susan, 2022. "Examining Market Segmentation to Increase Bike-Share Use: The Case of the Greater Sacramento Region," Institute of Transportation Studies, Working Paper Series qt71h6g0td, Institute of Transportation Studies, UC Davis.
    • Handle: RePEc:cdl:itsdav:qt71h6g0td
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    1. Martin, Elliot & Shaheen, Susan Alison & Lidicker, Jeffrey, 2010. "Carsharing’S Impact On Household Vehicle Holdings: Results From A North American Shared-Use Vehicle Survey," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt0850h6r5, Institute of Transportation Studies, UC Berkeley.
    2. Martin, Elliot & Shaheen, Susan Alison & Lidicker, Jeffrey, 2010. "Carsharing’S Impact On Household Vehicle Holdings: Results From A North American Shared-Use Vehicle Survey," Institute of Transportation Studies, Working Paper Series qt0850h6r5, Institute of Transportation Studies, UC Davis.
    3. Wagner A. Kamakura & Byung-Do Kim & Jonathan Lee, 1996. "Modeling Preference and Structural Heterogeneity in Consumer Choice," Marketing Science, INFORMS, vol. 15(2), pages 152-172.
    4. Dillon T. Fitch & Hossain Mohiuddin & Susan L. Handy, 2021. "Examining the Effects of the Sacramento Dockless E-Bike Share on Bicycling and Driving," Sustainability, MDPI, vol. 13(1), pages 1-26, January.
    5. Hossain Mohiuddin, 2021. "Planning for the First and Last Mile: A Review of Practices at Selected Transit Agencies in the United States," Sustainability, MDPI, vol. 13(4), pages 1-20, February.
    6. Fitch, Dillon PhD & Mohiuddin, Hossain & Handy, Susan PhD, 2020. "Investigating the Influence of Dockless Electric Bike-share on Travel Behavior, Attitudes, Health, and Equity," Institute of Transportation Studies, Working Paper Series qt2x53m37z, Institute of Transportation Studies, UC Davis.
    7. Zheyan Chen & Dea van Lierop & Dick Ettema, 2020. "Exploring Dockless Bikeshare Usage: A Case Study of Beijing, China," Sustainability, MDPI, vol. 12(3), pages 1-18, February.
    8. Gatersleben, Birgitta & Appleton, Katherine M., 2007. "Contemplating cycling to work: Attitudes and perceptions in different stages of change," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(4), pages 302-312, May.
    9. Li, Aoyong & Zhao, Pengxiang & Huang, Yizhe & Gao, Kun & Axhausen, Kay W., 2020. "An empirical analysis of dockless bike-sharing utilization and its explanatory factors: Case study from Shanghai, China," Journal of Transport Geography, Elsevier, vol. 88(C).
    10. Robert Tibshirani & Guenther Walther & Trevor Hastie, 2001. "Estimating the number of clusters in a data set via the gap statistic," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 63(2), pages 411-423.
    11. Martin, Elliot & Shaheen, Susan A & Lidicker, Jeffrey, 2010. "Impact of Carsharing on Household Vehicle Holdings: Resultsvfrom a North American Shared-Use Vehicle Survey," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt3bn9n6pq, Institute of Transportation Studies, UC Berkeley.
    12. Xing, Yan & Handy, Susan L. & Mokhtarian, Patricia L., 2010. "Factors Associated with Proportions and Miles of Bicycling for Transportation and Recreation in Six Small U.S. Cities," Institute of Transportation Studies, Working Paper Series qt74n4j1p0, Institute of Transportation Studies, UC Davis.
    13. Noland, Robert B & Kunreuther, Howard, 1995. "Short-run and long-run policies for increasing bicycle transportation for daily commuter trips," Transport Policy, Elsevier, vol. 2(1), pages 67-79, January.
    14. Kroesen, Maarten & Handy, Susan & Chorus, Caspar, 2017. "Do attitudes cause behavior or vice versa? An alternative conceptualization of the attitude-behavior relationship in travel behavior modeling," Transportation Research Part A: Policy and Practice, Elsevier, vol. 101(C), pages 190-202.
    15. Elliot Fishman & Simon Washington & Narelle Haworth, 2013. "Bike Share: A Synthesis of the Literature," Transport Reviews, Taylor & Francis Journals, vol. 33(2), pages 148-165, March.
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    Cited by:

    1. Hossain Mohiuddin & Md Musfiqur Rahman Bhuiya & Shaila Jamal & Zhi Chen, 2022. "Exploring the Choice of Bicycling and Walking in Rajshahi, Bangladesh: An Application of Integrated Choice and Latent Variable (ICLV) Models," Sustainability, MDPI, vol. 14(22), pages 1-20, November.
    2. Mohiuddin, Hossain & Fitch-Polse, Dillon T. & Handy, Susan L., 2023. "Does bike-share enhance transport equity? Evidence from the Sacramento, California region," Journal of Transport Geography, Elsevier, vol. 109(C).

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    More about this item

    Keywords

    Social and Behavioral Sciences; Bicycles; Market segmented groups; Surveys; Transportation disadvantaged persons; Travel behavior; Vehicle sharing;
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