IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i23p16396-d1289925.html
   My bibliography  Save this article

Did COVID-19 Reshape Visitor Preferences in Urban Parks? Investigating Influences on Sentiments in Shanghai, China

Author

Listed:
  • Siqi Lai

    (Department of Landscape Architecture, University of Illinois at Urbana-Champaign, 611 Taft Drive, Champaign, IL 61820, USA)

  • Yifan Zhu

    (Department of Mechanical Engineering and Materials Science, Yale University, 17 Hillhouse Ave, New Haven, CT 06511, USA)

  • Brian Deal

    (Department of Landscape Architecture, University of Illinois at Urbana-Champaign, 611 Taft Drive, Champaign, IL 61820, USA)

Abstract

Urban parks can be critical components of city landscapes. In the wake of COVID-19, understanding the role of urban parks in helping to elicit positive sentiment and improve the overall well-being of visitors has gained new traction in the literature. This research distinctively investigates whether the COVID-19 pandemic altered preferences regarding urban parks and identifies the key landscape attributes and environmental factors that influenced positive visitor sentiment, thereby addressing a critical gap in understanding the evolving dynamics of urban green spaces in the post-pandemic era. We use a mixed methods approach that includes natural language processing techniques to analyze crowd sourced data across more than 100 urban parks in Shanghai, China. Not surprisingly, our results highlight a post-pandemic rise in preferences for neighborhood parks and features typically associated with neighborhood parks, such as walking accessibility and surrounding residential densities. In addition, we found six park features, the presence of grasslands, water bodies, walking paths, and proximity to shopping facilities, significantly impacted the ways in which people perceived their park experience. These insights can guide urban park planning, design, and management in our evolving post-pandemic landscape to help ensure that urban parks continue to serve as essential urban spaces.

Suggested Citation

  • Siqi Lai & Yifan Zhu & Brian Deal, 2023. "Did COVID-19 Reshape Visitor Preferences in Urban Parks? Investigating Influences on Sentiments in Shanghai, China," Sustainability, MDPI, vol. 15(23), pages 1-16, November.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:23:p:16396-:d:1289925
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/23/16396/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/15/23/16396/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Jisoo Sim & Patrick Miller, 2019. "Understanding an Urban Park through Big Data," IJERPH, MDPI, vol. 16(20), pages 1-16, October.
    2. Hyungun Sung & Woo-Ram Kim & Jiyeon Oh & Samsu Lee & Peter Sang-Hoon Lee, 2022. "Are All Urban Parks Robust to the COVID-19 Pandemic? Focusing on Type, Functionality, and Accessibility," IJERPH, MDPI, vol. 19(10), pages 1-15, May.
    3. Gabriele Zabelskyte & Nadja Kabisch & Zaneta Stasiskiene, 2022. "Patterns of Urban Green Space Use Applying Social Media Data: A Systematic Literature Review," Land, MDPI, vol. 11(2), pages 1-21, February.
    4. Shujin Zhang & Peiheng Yu & Yiyun Chen & Ying Jing & Fanxin Zeng, 2022. "Accessibility of Park Green Space in Wuhan, China: Implications for Spatial Equity in the Post-COVID-19 Era," IJERPH, MDPI, vol. 19(9), pages 1-20, April.
    5. Siqi Lai & Brian Deal, 2022. "Parks, Green Space, and Happiness: A Spatially Specific Sentiment Analysis Using Microblogs in Shanghai, China," Sustainability, MDPI, vol. 15(1), pages 1-18, December.
    6. William C. Sullivan & Chun-Yen Chang, 2017. "Landscapes and Human Health," IJERPH, MDPI, vol. 14(10), pages 1-2, October.
    7. Stefano Maria IACUS & Giuseppe PORRO & Silvia SALINI & Elena SILETTI, 2015. "Social Networks, Happiness and Health: From Sentiment Analysis to a Multidimensional Indicator of Subjective Well-Being," Departmental Working Papers 2015-20, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Kukulska-Kozieł, Anita & Noszczyk, Tomasz & Gorzelany, Julia & Młocek, Wojciech, 2024. "Greenery in times of crisis: Accessibility, residents' travel preferences and the impact of travel time," Land Use Policy, Elsevier, vol. 141(C).

    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. Tsung-Ming Tsao & Jing-Shiang Hwang & Sung-Tsun Lin & Charlene Wu & Ming-Jer Tsai & Ta-Chen Su, 2022. "Forest Bathing Is Better than Walking in Urban Park: Comparison of Cardiac and Vascular Function between Urban and Forest Parks," IJERPH, MDPI, vol. 19(6), pages 1-15, March.
    2. Mariusz Korzeń & Maciej Kruszyna, 2023. "Modified Ant Colony Optimization as a Means for Evaluating the Variants of the City Railway Underground Section," IJERPH, MDPI, vol. 20(6), pages 1-15, March.
    3. Federica Cugnata & Silvia Salini & Elena Siletti, 2021. "Deepening Well-Being Evaluation with Different Data Sources: A Bayesian Networks Approach," IJERPH, MDPI, vol. 18(15), pages 1-10, July.
    4. Iacus Stefano M. & Salini Silvia & Siletti Elena & Porro Giuseppe, 2020. "Controlling for Selection Bias in Social Media Indicators through Official Statistics: a Proposal," Journal of Official Statistics, Sciendo, vol. 36(2), pages 315-338, June.
    5. Chenying Li & Tiantian Zhang & Xi Wang & Zefeng Lian, 2022. "Site Selection of Urban Parks Based on Fuzzy-Analytic Hierarchy Process (F-AHP): A Case Study of Nanjing, China," IJERPH, MDPI, vol. 19(20), pages 1-27, October.
    6. S. M. Iacus & G. Porro & S. Salini & E. Siletti, 2022. "An Italian Composite Subjective Well-Being Index: The Voice of Twitter Users from 2012 to 2017," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 161(2), pages 471-489, June.
    7. Brenda B. Lin & Susan Thompson & Richard Mitchell & Thomas Astell-Burt & Evelyne De Leeuw & Bin Jalaludin & Xiaoqi Feng, 2023. "Policymaker and Practitioner Perceptions of Parks for Health and Wellbeing: Scoping a Holistic Approach," Sustainability, MDPI, vol. 15(6), pages 1-16, March.
    8. Silvia Facchinetti & Elena Siletti, 2022. "Well-being Indicators: a Review and Comparison in the Context of Italy," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 159(2), pages 523-547, January.
    9. Osokin, N. & Solntsev, I., 2017. "Constructing a Multidimensional Indicator of Sports Development: the Case of the Football Development Index," Journal of the New Economic Association, New Economic Association, vol. 36(4), pages 135-163.
    10. Ruochen Ma & Katsunori Furuya, 2024. "Social Media Image and Computer Vision Method Application in Landscape Studies: A Systematic Literature Review," Land, MDPI, vol. 13(2), pages 1-22, February.
    11. Yingxue Wang & Jiaheng Du & Jingxing Kuang & Chunxu Chen & Maobiao Li & Jin Wang, 2023. "Two-Scaled Identification of Landscape Character Types and Areas: A Case Study of the Yunnan–Vietnam Railway (Yunnan Section), China," Sustainability, MDPI, vol. 15(7), pages 1-18, April.
    12. Yunseon Choe & Jiyoon Lee & Gyehee Lee, 2022. "Exploring Values via the Innovative Application of Social Media with Parks Amid COVID-19: A Qualitative Content Analysis of Text and Images Using ATLAS.ti," Sustainability, MDPI, vol. 14(20), pages 1-16, October.
    13. Stefano Bruzzese & Wasim Ahmed & Simone Blanc & Filippo Brun, 2022. "Ecosystem Services: A Social and Semantic Network Analysis of Public Opinion on Twitter," IJERPH, MDPI, vol. 19(22), pages 1-15, November.
    14. Jiku Lee & Jinhyung Chon & Yujin Park & Junga Lee, 2023. "The Perceptions and Use of Urban Neighborhood Parks Since the Outbreak of COVID-19: A Case Study in South Korea," IJERPH, MDPI, vol. 20(5), pages 1-16, February.
    15. Li, Chuanyao & Wang, Junren, 2024. "Using an age-grouped Gaussian-based two-step floating catchment area method (AG2SFCA) to measure walking accessibility to urban parks: With an explicit focus on elderly," Journal of Transport Geography, Elsevier, vol. 114(C).
    16. Yun Zeng & Jin Zuo & Chen Li & Jiancheng Luo, 2024. "Assessing the Spatial Equity of Multi-Type Health Service Facilities: An Improved Method Integrating Scale Accessibility and Type Diversity," Land, MDPI, vol. 13(6), pages 1-23, June.
    17. Diego Martín Sánchez & Noemí Gómez Lobo, 2023. "Urban Forest Tweeting: Social Media as More-Than-Human Communication in Tokyo’s Rinshinomori Park," Land, MDPI, vol. 12(4), pages 1-15, March.
    18. Jumadi Jumadi & Vidya N. Fikriyah & Hamim Z. Hadibasyir & Muhammad I. T. Sunariya & Kuswaji D. Priyono & Noor A. Setiyadi & Steve J. Carver & Paul D. Norman & Nick S. Malleson & Arif Rohman & Aynaz Lo, 2022. "Spatiotemporal Accessibility of COVID-19 Healthcare Facilities in Jakarta, Indonesia," Sustainability, MDPI, vol. 14(21), pages 1-14, November.
    19. Jiwon Kim & Youngjin Ko & Whijin Kim & Gaeun Kim & Jeongmin Lee & Olebogeng Thelma G. Eyman & Sarwat Chowdhury & Julie Adiwal & Yowhan Son & Woo-Kyun Lee, 2023. "Understanding the Impact of the COVID-19 Pandemic on the Perception and Use of Urban Green Spaces in Korea," IJERPH, MDPI, vol. 20(4), pages 1-17, February.
    20. Tianrong Xu & Nikmatul Adha Nordin & Ainoriza Mohd Aini, 2022. "Urban Green Space and Subjective Well-Being of Older People: A Systematic Literature Review," IJERPH, MDPI, vol. 19(21), pages 1-29, October.

    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:jsusta:v:15:y:2023:i:23:p:16396-:d:1289925. 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.