IDEAS home Printed from https://ideas.repec.org/a/eee/socmed/v361y2024ics0277953624008153.html
   My bibliography  Save this article

Estimating exercisality on urban trails using physical exercise trajectory data and network-constrained approach

Author

Listed:
  • Qiu, Cailin
  • Cheng, Jianquan
  • Lu, Yi
  • Zhang, Tianjie

Abstract

Green exercise is a key aspect of urban vitality, supporting the hypothesis that increased physical exercise boosts urban vitality. Although research on urban vitality considers green space a crucial aspect, existing studies have concentrated on external functioning from the perspective of special systems, often overlooking the unique internal functioning associated with exercisers. This study proposed an original conceptual framework of exercisality, which is composed of four dimensions: density, diversity, time continuity and energy expenditure. Considering urban trails are publicly accessible and linear-type green infrastructure for residents to conduct and maintain regular and habitual green exercise, we have developed an innovative quantitative approach to estimate and validate exercisality on urban trails (EUT), by utilizing physical exercise trajectory data from the Keep APP across central Beijing in 2022. The hot spots of EUT were identified through the innovative method of local indicators of network-constrained clusters. It is argued that this new index of EUT which is scale independence when applied to exercise trajectory big data, generates data driven evidence to support human well-being.

Suggested Citation

  • Qiu, Cailin & Cheng, Jianquan & Lu, Yi & Zhang, Tianjie, 2024. "Estimating exercisality on urban trails using physical exercise trajectory data and network-constrained approach," Social Science & Medicine, Elsevier, vol. 361(C).
    • Handle: RePEc:eee:socmed:v:361:y:2024:i:c:s0277953624008153
    DOI: 10.1016/j.socscimed.2024.117361
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0277953624008153
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.socscimed.2024.117361?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Olivia S. Horte & Theodore S. Eisenman, 2020. "Urban Greenways: A Systematic Review and Typology," Land, MDPI, vol. 9(2), pages 1-22, February.
    2. Zager Kocjan, Gaja & Avsec, Andreja & Kavčič, Tina, 2024. "Feeling too low to be active: Physical inactivity mediates the relationship between mental and physical health," Social Science & Medicine, Elsevier, vol. 341(C).
    3. D. Olefeldt & S. Goswami & G. Grosse & D. Hayes & G. Hugelius & P. Kuhry & A. D. McGuire & V. E. Romanovsky & A.B.K. Sannel & E.A.G. Schuur & M. R. Turetsky, 2016. "Circumpolar distribution and carbon storage of thermokarst landscapes," Nature Communications, Nature, vol. 7(1), pages 1-11, December.
    4. Melstrom, Richard T. & Vasarhelyi, Leah, 2019. "Modeling recreation demand and fees at national parks," Annals of Tourism Research, Elsevier, vol. 77(C), pages 175-178.
    5. Ming Ma & Liang Ding & Huaiyun Kou & Shaohua Tan & Hao Long, 2021. "Effects and Environmental Features of Mountainous Urban Greenways (MUGs) on Physical Activity," IJERPH, MDPI, vol. 18(16), pages 1-17, August.
    6. Liu, Chengxi & Tapani, Andreas & Kristoffersson, Ida & Rydergren, Clas & Jonsson, Daniel, 2020. "Development of a large-scale transport model with focus on cycling," Transportation Research Part A: Policy and Practice, Elsevier, vol. 134(C), pages 164-183.
    7. Marquet, Oriol & Miralles-Guasch, Carme, 2015. "Neighbourhood vitality and physical activity among the elderly: The role of walkable environments on active ageing in Barcelona, Spain," Social Science & Medicine, Elsevier, vol. 135(C), pages 24-30.
    8. Atsuyuki Okabe & Toshiaki Satoh, 2006. "Uniform network transformation for points pattern analysis on a non-uniform network," Journal of Geographical Systems, Springer, vol. 8(1), pages 25-37, March.
    9. Gao, Fan & Yang, Linchuan & Han, Chunyang & Tang, Jinjun & Li, Zhitao, 2022. "A network-distance-based geographically weighted regression model to examine spatiotemporal effects of station-level built environments on metro ridership," Journal of Transport Geography, Elsevier, vol. 105(C).
    10. Yuan Lai & Jiatong Li & Jiachen Zhang & Lan Yan & Yifeng Liu, 2022. "Do Vibrant Places Promote Active Living? Analyzing Local Vibrancy, Running Activity, and Real Estate Prices in Beijing," IJERPH, MDPI, vol. 19(24), pages 1-19, December.
    11. Chaogui Kang & Dongwan Fan & Hongzan Jiao, 2021. "Validating activity, time, and space diversity as essential components of urban vitality," Environment and Planning B, , vol. 48(5), pages 1180-1197, June.
    12. Huiling Chen & Wei Tao, 2017. "The Revival and Restructuring of a Traditional Folk Festival: Cultural Landscape and Memory in Guangzhou, South China," Sustainability, MDPI, vol. 9(10), pages 1-18, October.
    13. Inoue, Yuhei & Lock, Daniel & Sato, Mikihiro & Aizawa, Kurumi & Mikura, Akane & Kohno, Natsumi & Ogasawara, Etsuko, 2024. "What explains the well-being benefits of physical activity? A mixed-methods analysis of the roles of participation frequency and social identification," Social Science & Medicine, Elsevier, vol. 340(C).
    14. Tonya Dodge & Sruthi Vaylay & Jonah Kracke-Bock, 2022. "Subjective Vitality: A Benefit of Self-Directed, Leisure Time Physical Activity," Journal of Happiness Studies, Springer, vol. 23(6), pages 2903-2922, August.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jiangang Shi & Wei Miao & Hongyun Si & Ting Liu, 2021. "Urban Vitality Evaluation and Spatial Correlation Research: A Case Study from Shanghai, China," Land, MDPI, vol. 10(11), pages 1-15, November.
    2. Cefang Deng & Dailin Zhou & Yiming Wang & Jie Wu & Zhe Yin, 2024. "Association between Land Use and Urban Vitality in the Guangdong–Hong Kong–Macao Greater Bay Area: A Multiscale Study," Land, MDPI, vol. 13(10), pages 1-17, September.
    3. Nam Nguyen-Dinh & Heng Zhang, 2025. "Do Positive Environmental Changes Impact Residents’ Intention of Rural Development? Role of Leisure and Quality of Life," Sustainability, MDPI, vol. 17(3), pages 1-20, February.
    4. Yaxin Fan & Xinyan Zhu & Bing She & Wei Guo & Tao Guo, 2018. "Network-constrained spatio-temporal clustering analysis of traffic collisions in Jianghan District of Wuhan, China," PLOS ONE, Public Library of Science, vol. 13(4), pages 1-23, April.
    5. Sungsoo Yoon & Youngjoo Moon & Jinah Jeong & Chan-Ryul Park & Wanmo Kang, 2021. "A Network-Based Approach for Reducing Pedestrian Exposure to PM 2.5 Induced by Road Traffic in Seoul," Land, MDPI, vol. 10(10), pages 1-14, October.
    6. Zhenjie Liao & Guangquan Dai, 2020. "Inheritance and Dissemination of Cultural Collective Memory: An Analysis of a Traditional Festival," SAGE Open, , vol. 10(1), pages 21582440209, January.
    7. Hui Zhang & Minna Väliranta & Graeme T. Swindles & Marco A. Aquino-López & Donal Mullan & Ning Tan & Matthew Amesbury & Kirill V. Babeshko & Kunshan Bao & Anatoly Bobrov & Viktor Chernyshov & Marissa , 2022. "Recent climate change has driven divergent hydrological shifts in high-latitude peatlands," Nature Communications, Nature, vol. 13(1), pages 1-7, December.
    8. Chunyan Zhu & Jingzhu Li & Jinming Luo & Xi Li & Tianhui Li & Wei Wang & Shanshan Fu & Weizhen Zeng, 2024. "An Investigation of the Restorative Benefits of Different Spaces in an Urban Riverside Greenway for College Students—A Simple Autumn Outdoor Experiment," Sustainability, MDPI, vol. 16(18), pages 1-21, September.
    9. Mathias Voigt & Antonio Abellán & Julio Pérez & Diego Ramiro, 2020. "The effects of socioeconomic conditions on old-age mortality within shared disability pathways," PLOS ONE, Public Library of Science, vol. 15(9), pages 1-17, September.
    10. Hensher, David A. & Wei, Edward & Liu, Wen & Balbontin, Camila, 2024. "Profiling future passenger transport initiatives to identify the growing role of active and micro-mobility modes," Transportation Research Part A: Policy and Practice, Elsevier, vol. 187(C).
    11. Abdulrahman A. Zawawi & Nicole Porter & Christopher D. Ives, 2023. "Influences on Greenways Usage for Active Transportation: A Systematic Review," Sustainability, MDPI, vol. 15(13), pages 1-37, July.
    12. Ülkü İnceköse, 2019. "The Sustainability of an Urban Ritual in the Collective Memory: Bergama Kermesi," Sustainability, MDPI, vol. 11(9), pages 1-17, May.
    13. repec:elg:eechap:14395_6 is not listed on IDEAS
    14. Meijering, Louise & Weitkamp, Gerd, 2024. "‘I choose the quiet roads’: Everyday mobility in later life on the urban–rural continuum of the Northern Netherlands," Journal of Transport Geography, Elsevier, vol. 114(C).
    15. Kai-Chih Chang & Tsuifang Hsieh, 2017. "From Having Fun to Applause: The Study of Relationships among Festival Benefits, Festival Identity and Festival Support by Viewpoints of the Hosts and Guests," Sustainability, MDPI, vol. 9(12), pages 1-15, December.
    16. Ottoni, Callista A. & Sims-Gould, Joanie & Winters, Meghan & Heijnen, Myrthe & McKay, Heather A., 2016. "“Benches become like porches”: Built and social environment influences on older adults’ experiences of mobility and well-being," Social Science & Medicine, Elsevier, vol. 169(C), pages 33-41.
    17. Jie Hu & Luyao Kang & Ziliang Li & Xuehui Feng & Caifan Liang & Zan Wu & Wei Zhou & Xuning Liu & Yuanhe Yang & Leiyi Chen, 2023. "Photo-produced aromatic compounds stimulate microbial degradation of dissolved organic carbon in thermokarst lakes," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    18. Xin Li & Yongsheng Qian & Junwei Zeng & Xuting Wei & Xiaoping Guang, 2021. "The Influence of Strip-City Street Network Structure on Spatial Vitality: Case Studies in Lanzhou, China," Land, MDPI, vol. 10(11), pages 1-17, October.
    19. Yating Chen & Xiao Cheng & Aobo Liu & Qingfeng Chen & Chengxin Wang, 2023. "Tracking lake drainage events and drained lake basin vegetation dynamics across the Arctic," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    20. Meysam Effati & Jean-Claude Thill & Shahin Shabani, 2015. "Geospatial and machine learning techniques for wicked social science problems: analysis of crash severity on a regional highway corridor," Journal of Geographical Systems, Springer, vol. 17(2), pages 107-135, April.
    21. Xu, Jiwei & Liu, Yaolin & Liu, Yanfang & An, Rui & Tong, Zhaomin, 2023. "Integrating street view images and deep learning to explore the association between human perceptions of the built environment and cardiovascular disease in older adults," Social Science & Medicine, Elsevier, vol. 338(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:socmed:v:361:y:2024:i:c:s0277953624008153. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/315/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.