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The development, validation, and application of the campus walk score measurement system

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  • Zhang, Zhehao
  • Wang, Haiming
  • Fisher, Thomas

Abstract

Improving campus walkability can encourage students to walk and may inhibit the development of sedentary lifestyle habits, obesity, diabetes, and other health issues. This study aimed to formulate an optimized campus Walk Score (WS) measurement system that combines students' weekly demand for the use of facilities and unique campus environments. Bivariate correlation analysis and regression models were used to verify this system. The verified system was further applied to assess campus walkability and its influencing factors. The facility weight and walking time were established through questionnaires distributed on eight campuses in Tianjin, China. GIS and field audits were utilized to collect data on the objective built environment (BE), subjective environmental quality variables, and pedestrian volume (PV). Pearson's correlation analysis and Negative binomial regression models without spatial autocorrelation were used to verify the campus WS measurement system. The significant relationships between BE features and overall WS were found. PV was significantly correlated with overall WS and classified WSs. These findings were all found in the overall and three types of campuses. Therefore, our optimized system can be verified. Additionally, the WS was closely associated with facility distribution, planning mode, and other spatial attributes. Based on our results, how our findings can be utilized to promote campus walkability was proposed.

Suggested Citation

  • Zhang, Zhehao & Wang, Haiming & Fisher, Thomas, 2024. "The development, validation, and application of the campus walk score measurement system," Transport Policy, Elsevier, vol. 152(C), pages 40-54.
    • Handle: RePEc:eee:trapol:v:152:y:2024:i:c:p:40-54
    DOI: 10.1016/j.tranpol.2024.04.010
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    References listed on IDEAS

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    1. Zhehao Zhang & Thomas Fisher & Gang Feng, 2020. "Assessing the Rationality and Walkability of Campus Layouts," Sustainability, MDPI, vol. 12(23), pages 1-21, December.
    2. Dustin T. Duncan & Julie Méline & Yan Kestens & Kristen Day & Brian Elbel & Leonardo Trasande & Basile Chaix, 2016. "Walk Score, Transportation Mode Choice, and Walking Among French Adults: A GPS, Accelerometer, and Mobility Survey Study," IJERPH, MDPI, vol. 13(6), pages 1-14, June.
    3. Reid Ewing & Robert Cervero, 2010. "Travel and the Built Environment," Journal of the American Planning Association, Taylor & Francis Journals, vol. 76(3), pages 265-294.
    4. S. Hassan Ameli & Shima Hamidi & Andrea Garfinkel-Castro & Reid Ewing, 2015. "Do Better Urban Design Qualities Lead to More Walking in Salt Lake City, Utah?," Journal of Urban Design, Taylor & Francis Journals, vol. 20(3), pages 393-410, July.
    5. Boisjoly, Geneviève & El-Geneidy, Ahmed M., 2017. "How to get there? A critical assessment of accessibility objectives and indicators in metropolitan transportation plans," Transport Policy, Elsevier, vol. 55(C), pages 38-50.
    6. Xuan Zhang & Lan Mu, 2020. "The perceived importance and objective measurement of walkability in the built environment rating," Environment and Planning B, , vol. 47(9), pages 1655-1671, November.
    7. Yung Liao & Chien-Yu Lin & Ting-Fu Lai & Yen-Ju Chen & Bohyeon Kim & Jong-Hwan Park, 2019. "Walk Score ® and Its Associations with Older Adults’ Health Behaviors and Outcomes," IJERPH, MDPI, vol. 16(4), pages 1-12, February.
    8. Dustin T. Duncan & Jared Aldstadt & John Whalen & Steven J. Melly & Steven L. Gortmaker, 2011. "Validation of Walk Score ® for Estimating Neighborhood Walkability: An Analysis of Four US Metropolitan Areas," IJERPH, MDPI, vol. 8(11), pages 1-20, November.
    9. Ye Sun & Wei Lu & Peijin Sun, 2021. "Optimization of Walk Score Based on Street Greening—A Case Study of Zhongshan Road in Qingdao," IJERPH, MDPI, vol. 18(3), pages 1-13, January.
    10. Eun Jung Kim & Jaewoong Won & Jiyeong Kim, 2019. "Is Seoul Walkable? Assessing a Walkability Score and Examining Its Relationship with Pedestrian Satisfaction in Seoul, Korea," Sustainability, MDPI, vol. 11(24), pages 1-17, December.
    11. Sarah B. King & Andrew T. Kaczynski & Jacqueline Knight Wilt & Ellen W. Stowe, 2020. "Walkability 101: A Multi-Method Assessment of the Walkability at a University Campus," SAGE Open, , vol. 10(2), pages 21582440209, May.
    12. Zelong Xia & Hao Li & Yuehong Chen, 2018. "Assessing Neighborhood Walkability Based on Usage Characteristics of Amenities under Chinese Metropolises Context," Sustainability, MDPI, vol. 10(11), pages 1-18, October.
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    2. Weiwei Liang & Hongzhi Guan & Hai Yan & Mingyang Hao, 2025. "Association of Community Walk Score with Chinese Seniors’ Physical Activity and Health Outcomes," Sustainability, MDPI, vol. 17(14), pages 1-15, July.

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