IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v19y2022i14p8494-d860733.html
   My bibliography  Save this article

Association of Environmental Elements with Respondents’ Behaviors in Open Spaces Using the Direct Gradient Analysis Method: A Case Study of Jining, China

Author

Listed:
  • Jing Zhao

    (School of Civil Engineering and Architecture, University of Jinan, Jinan 250022, China)

  • Linshen Wang

    (School of Civil Engineering and Architecture, University of Jinan, Jinan 250022, China)

  • Qing Ye

    (School of Architecture and Art Design, Hebei University of Technology, Tianjin 300132, China)

  • Qiang Zhao

    (Tianjin Bureau of Planning and Natural Resources, Tianjin 300042, China)

  • Shutong Wei

    (School of Civil Engineering and Architecture, University of Jinan, Jinan 250022, China)

Abstract

Following rapid urban development, higher demands are now being placed on urban open spaces in China, and the relationship between environmental elements and respondents’ behaviors in open spaces has become a common concern for researchers. Current research using geographic information systems has yielded macroscopic portraits of the behavioral trends and outcomes of research subjects, but evaluating their actual needs is complex. This paper proposes a new method to analyze the relationship between open spaces and respondents’ behaviors from a detailed perspective. Direct gradient analysis was employed with stratified sampling to select sample points in open spaces. Environment quality, ancillary facilities, and canal culture were selected as subjective evaluation factors. The greatest advantage of the proposed procedure is that it produces a ranking diagram, which compensates for the shortcomings of research methods that cannot directly express the actual needs related to respondents’ behaviors. From a case study in Jining, China, a location’s environmental quality and ancillary facilities were found to have the greatest influence on the behaviors of those using open spaces. Finally, strategies for improving environmental quality in open spaces are proposed.

Suggested Citation

  • Jing Zhao & Linshen Wang & Qing Ye & Qiang Zhao & Shutong Wei, 2022. "Association of Environmental Elements with Respondents’ Behaviors in Open Spaces Using the Direct Gradient Analysis Method: A Case Study of Jining, China," IJERPH, MDPI, vol. 19(14), pages 1-15, July.
  • Handle: RePEc:gam:jijerp:v:19:y:2022:i:14:p:8494-:d:860733
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/19/14/8494/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/19/14/8494/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Mu-Fei He & Shu-Lin Shi & Ming-Yi He & Yan-Peng Leng & Shao-Yi Wang, 2021. "What Affects Older Adults’ Viewing Behaviors in Neighborhood Open Space: A Study in Hong Kong," IJERPH, MDPI, vol. 18(5), pages 1-16, March.
    2. Junsheng Liu & Yaofeng Ma, 2017. "The Perceptual Differences among Stakeholders in the Tourism Supply of Xi’an City, China," Sustainability, MDPI, vol. 9(2), pages 1-21, February.
    3. Jesús Alberto Tapia & Bonifacio Salvador & Jesús María Rodríguez, 2018. "Data envelopment analysis in satisfaction survey research: sample size problem," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 69(7), pages 1096-1104, July.
    4. Duy Thinh Do & Suguru Mori & Rie Nomura, 2019. "A Comparative Study of User Behaviors on Unimproved and Improved Street Spaces in Da Nang, Vietnam," Sustainability, MDPI, vol. 11(12), pages 1-23, June.
    5. Calderwood, Eric & Freathy, Paul, 2014. "Consumer mobility in the Scottish isles: The impact of internet adoption upon retail travel patterns," Transportation Research Part A: Policy and Practice, Elsevier, vol. 59(C), pages 192-203.
    6. Kaczynski, A.T. & Potwarka, L.R. & Saelens P, B.E., 2008. "Association of park size, distance, and features with physical activity in neighborhood parks," American Journal of Public Health, American Public Health Association, vol. 98(8), pages 1451-1456.
    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. Xiaohu Zhang & Scott Melbourne & Chinmoy Sarkar & Alain Chiaradia & Chris Webster, 2020. "Effects of green space on walking: Does size, shape and density matter?," Urban Studies, Urban Studies Journal Limited, vol. 57(16), pages 3402-3420, December.
    2. Ozbilen, Basar & Wang, Kailai & Akar, Gulsah, 2021. "Revisiting the impacts of virtual mobility on travel behavior: An exploration of daily travel time expenditures," Transportation Research Part A: Policy and Practice, Elsevier, vol. 145(C), pages 49-62.
    3. Julian A. Reed & Rachel M. Ballard & Michael Hill & David Berrigan, 2020. "Identification of Effective Programs to Improve Access to and Use of Trails among Youth from Under-Resourced Communities: A Review," IJERPH, MDPI, vol. 17(21), pages 1-33, October.
    4. Phi-Yen Nguyen & Thomas Astell-Burt & Hania Rahimi-Ardabili & Xiaoqi Feng, 2021. "Green Space Quality and Health: A Systematic Review," IJERPH, MDPI, vol. 18(21), pages 1-38, October.
    5. Kunbo Shi & Long Cheng & Jonas De Vos & Yongchun Yang & Wanpeng Cao & Frank Witlox, 2021. "How does purchasing intangible services online influence the travel to consume these services? A focus on a Chinese context," Transportation, Springer, vol. 48(5), pages 2605-2625, October.
    6. Michael Lechner & Paul Downward, 2017. "Heterogeneous sports participation and labour market outcomes in England," Applied Economics, Taylor & Francis Journals, vol. 49(4), pages 335-348, January.
    7. Becky P. Y. Loo & Bo Wang, 2018. "Factors associated with home-based e-working and e-shopping in Nanjing, China," Transportation, Springer, vol. 45(2), pages 365-384, March.
    8. Mohammad Paydar & Asal Kamani Fard & Verónica Gárate Navarrete, 2023. "Design Characteristics, Visual Qualities, and Walking Behavior in an Urban Park Setting," Land, MDPI, vol. 12(10), pages 1-23, September.
    9. Fangzheng Li & Fen Zhang & Xiong Li & Peng Wang & Junhui Liang & Yuting Mei & Wenwen Cheng & Yun Qian, 2017. "Spatiotemporal Patterns of the Use of Urban Green Spaces and External Factors Contributing to Their Use in Central Beijing," IJERPH, MDPI, vol. 14(3), pages 1-17, February.
    10. Razieh Zandieh & Javier Martinez & Johannes Flacke, 2019. "Older Adults’ Outdoor Walking and Inequalities in Neighbourhood Green Spaces Characteristics," IJERPH, MDPI, vol. 16(22), pages 1-18, November.
    11. Irina Iulia Năstase & Ileana Pătru-Stupariu & Felix Kienast, 2019. "Landscape Preferences and Distance Decay Analysis for Mapping the Recreational Potential of an Urban Area," Sustainability, MDPI, vol. 11(13), pages 1-19, July.
    12. Ying Xu & David Matarrita-Cascante & Jae Ho Lee & A.E. Luloff, 2019. "Incorporating Physical Environment-Related Factors in an Assessment of Community Attachment: Understanding Urban Park Contributions," Sustainability, MDPI, vol. 11(20), pages 1-19, October.
    13. Teck Hong Tan, 2022. "Perceived Environmental Attributes: Their Impact on Older Adults’ Mental Health in Malaysia," IJERPH, MDPI, vol. 19(6), pages 1-13, March.
    14. Amy Hillier & Bing Han & Theodore S. Eisenman & Kelly R. Evenson & Thomas L. McKenzie & Deborah A. Cohen, 2016. "Using Systematic Observations to Understand Conditions that Promote Interracial Experiences in Neighbourhood Parks," Urban Planning, Cogitatio Press, vol. 1(4), pages 51-64.
    15. Simon Bell & Himansu Sekhar Mishra & Lewis R. Elliott & Rebecca Shellock & Peeter Vassiljev & Miriam Porter & Zoe Sydenham & Mathew P. White, 2020. "Urban Blue Acupuncture: A Protocol for Evaluating a Complex Landscape Design Intervention to Improve Health and Wellbeing in a Coastal Community," Sustainability, MDPI, vol. 12(10), pages 1-21, May.
    16. Franklin Cordova-Buiza & Miguel Jesús Medina-Viruel & Jesús Claudio Pérez-Gálvez, 2025. "Community-based rural tourism: a mapping technique analysis study from 2005 to 2023," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-14, December.
    17. H. S. Gardsjord & M. S. Tveit & H. Nordh, 2014. "Promoting Youth's Physical Activity through Park Design: Linking Theory and Practice in a Public Health Perspective," Landscape Research, Taylor & Francis Journals, vol. 39(1), pages 70-81, February.
    18. Andreia Teixeira & Ronaldo Gabriel & José Martinho & Irene Oliveira & Mário Santos & Graça Pinto & Helena Moreira, 2023. "Distance to Natural Environments, Physical Activity, Sleep, and Body Composition in Women: An Exploratory Analysis," IJERPH, MDPI, vol. 20(4), pages 1-20, February.
    19. Chompoonut Kongphunphin & Manat Srivanit, 2021. "A Multi-Dimensional Clustering Applied to Classify the Typology of Urban Public Parks in Bangkok Metropolitan Area, Thailand," Sustainability, MDPI, vol. 13(20), pages 1-18, October.
    20. Qing Zhai & Xinyu Cao & Patricia L. Mokhtarian & Feng Zhen, 2017. "The interactions between e-shopping and store shopping in the shopping process for search goods and experience goods," Transportation, Springer, vol. 44(5), pages 885-904, September.

    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:gam:jijerp:v:19:y:2022:i:14:p:8494-:d:860733. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.