IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2022i1p146-d1011205.html
   My bibliography  Save this article

Parks, Green Space, and Happiness: A Spatially Specific Sentiment Analysis Using Microblogs in Shanghai, China

Author

Listed:
  • Siqi Lai

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

  • Brian Deal

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

Abstract

Green spaces, particularly urban parks, provide essential environmental, aesthetic, and recreational benefits to human health, well-being, and happiness. However, traditional forms of investigating people’s perceptions of urban parks, such as questionnaires and interviews, are often time- and resource-intensive and do not always yield results that are transferable across sites. In this study, spatially explicit geolocational information (Sina Weibo check-in data) was utilized to analyze expressions of happiness and well-being in urban parks in Shanghai, China. The results showed significant differences in reported happiness inside and outside urban parks in Shanghai over a 6-month period. Accessibility, naturalness factors, and the frequency of park visits were positively associated with happiness. There existed both commonalities and disparities in the results between residents and non-residents. These findings can provide decision makers and urban planners with a comprehensive and timely overview of urban park use so they can accurately identify park needs and improvements.

Suggested Citation

  • 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.
  • Handle: RePEc:gam:jsusta:v:15:y:2022:i:1:p:146-:d:1011205
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/1/146/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/15/1/146/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Emanuele Blasi & Maria Nucera & Clara Cicatiello & Silvio Franco, 2013. "Socio-demographic Components of Eudaimonic Well-Being: A Survey in an Italian Province," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 113(1), pages 451-470, August.
    2. van den Berg, Agnes E. & Maas, Jolanda & Verheij, Robert A. & Groenewegen, Peter P., 2010. "Green space as a buffer between stressful life events and health," Social Science & Medicine, Elsevier, vol. 70(8), pages 1203-1210, April.
    3. J. Pretty & J. Peacock & R. Hine & M. Sellens & N. South & M. Griffin, 2007. "Green exercise in the UK countryside: Effects on health and psychological well-being, and implications for policy and planning," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 50(2), pages 211-231.
    4. Zhicheng Zheng & Haoming Xia & Shrinidhi Ambinakudige & Yaochen Qin & Yang Li & Zhixiang Xie & Lijun Zhang & Haibin Gu, 2019. "Spatial Accessibility to Hospitals Based on Web Mapping API: An Empirical Study in Kaifeng, China," Sustainability, MDPI, vol. 11(4), pages 1-14, February.
    5. de Vries, Sjerp & van Dillen, Sonja M.E. & Groenewegen, Peter P. & Spreeuwenberg, Peter, 2013. "Streetscape greenery and health: Stress, social cohesion and physical activity as mediators," Social Science & Medicine, Elsevier, vol. 94(C), pages 26-33.
    6. Bertram, Christine & Rehdanz, Katrin, 2015. "The role of urban green space for human well-being," Ecological Economics, Elsevier, vol. 120(C), pages 139-152.
    7. García-Albertos, Pedro & Picornell, Miguel & Salas-Olmedo, María Henar & Gutiérrez, Javier, 2019. "Exploring the potential of mobile phone records and online route planners for dynamic accessibility analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 125(C), pages 294-307.
    8. Xia, Nan & Cheng, Liang & Chen, Song & Wei, XiaoYan & Zong, WenWen & Li, ManChun, 2018. "Accessibility based on Gravity-Radiation model and Google Maps API: A case study in Australia," Journal of Transport Geography, Elsevier, vol. 72(C), pages 178-190.
    9. Xuehua Han & Juanle Wang & Min Zhang & Xiaojie Wang, 2020. "Using Social Media to Mine and Analyze Public Opinion Related to COVID-19 in China," IJERPH, MDPI, vol. 17(8), pages 1-22, April.
    10. Lincoln R Larson & Viniece Jennings & Scott A Cloutier, 2016. "Public Parks and Wellbeing in Urban Areas of the United States," PLOS ONE, Public Library of Science, vol. 11(4), pages 1-19, April.
    11. Sijia Li & Yilin Wang & Jia Xue & Nan Zhao & Tingshao Zhu, 2020. "The Impact of COVID-19 Epidemic Declaration on Psychological Consequences: A Study on Active Weibo Users," IJERPH, MDPI, vol. 17(6), pages 1-9, March.
    12. Bancroft, Carolyn & Joshi, Spruha & Rundle, Andrew & Hutson, Malo & Chong, Catherine & Weiss, Christopher C. & Genkinger, Jeanine & Neckerman, Kathryn & Lovasi, Gina, 2015. "Association of proximity and density of parks and objectively measured physical activity in the United States: A systematic review," Social Science & Medicine, Elsevier, vol. 138(C), pages 22-30.
    13. Jiahui Qin & Yusi Liu & Disheng Yi & Shuo Sun & Jing Zhang, 2020. "Spatial Accessibility Analysis of Parks with Multiple Entrances Based on Real-Time Travel: The Case Study in Beijing," Sustainability, MDPI, vol. 12(18), pages 1-19, September.
    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. 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.

    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. Somajita Paul & Harini Nagendra, 2017. "Factors Influencing Perceptions and Use of Urban Nature: Surveys of Park Visitors in Delhi," Land, MDPI, vol. 6(2), pages 1-23, April.
    2. Stephanie L. Orstad & Kristin Szuhany & Kosuke Tamura & Lorna E. Thorpe & Melanie Jay, 2020. "Park Proximity and Use for Physical Activity among Urban Residents: Associations with Mental Health," IJERPH, MDPI, vol. 17(13), pages 1-13, July.
    3. Alina Viorica Dumitrașcu & Camelia Teodorescu & Alexandra Cioclu, 2023. "Accessibility and Tourist Satisfaction—Influencing Factors for Tourism in Dobrogea, Romania," Sustainability, MDPI, vol. 15(9), pages 1-17, May.
    4. Jiang, Wenhao & Stickley, Andrew & Ueda, Michiko, 2021. "Green space and suicide mortality in Japan: An ecological study," Social Science & Medicine, Elsevier, vol. 282(C).
    5. Christian M. Hafner, 2020. "The Spread of the Covid-19 Pandemic in Time and Space," IJERPH, MDPI, vol. 17(11), pages 1-13, May.
    6. Yang Zhang & Agnes E. Van den Berg & Terry Van Dijk & Gerd Weitkamp, 2017. "Quality over Quantity: Contribution of Urban Green Space to Neighborhood Satisfaction," IJERPH, MDPI, vol. 14(5), pages 1-10, May.
    7. Ben Ma & Tiantian Zhou & Shuo Lei & Yali Wen & Theint Theint Htun, 2019. "Effects of urban green spaces on residents’ well-being," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 21(6), pages 2793-2809, December.
    8. Nuno Loureiro & Luís Calmeiro & Adilson Marques & Diego Gomez-Baya & Margarida Gaspar de Matos, 2021. "The Role of Blue and Green Exercise in Planetary Health and Well-Being," Sustainability, MDPI, vol. 13(19), pages 1-12, September.
    9. Xinrui Wang & Libin Ouyang & Jian Lin & Pengfei An & Wanjing Wang & Lin Liu & Longfeng Wu, 2023. "Spatial Patterns of Urban Green-Blue Spaces and Residents’ Well-Being: The Mediating Effect of Neighborhood Social Cohesion," Land, MDPI, vol. 12(7), pages 1-15, July.
    10. Sławomir Goliszek, 2021. "GIS tools and programming languages for creating models of public and private transport potential accessibility in Szczecin, Poland," Journal of Geographical Systems, Springer, vol. 23(1), pages 115-137, January.
    11. Lincoln R Larson & Viniece Jennings & Scott A Cloutier, 2016. "Public Parks and Wellbeing in Urban Areas of the United States," PLOS ONE, Public Library of Science, vol. 11(4), pages 1-19, April.
    12. Zijing Ye & Ruisi Li & Jing Wu, 2022. "Dynamic Demand Evaluation of COVID-19 Medical Facilities in Wuhan Based on Public Sentiment," IJERPH, MDPI, vol. 19(12), pages 1-22, June.
    13. Junjian Gu, 2020. "Risk Assessment on Continued Public Health Threats: Evidence from China’s Stock Market," IJERPH, MDPI, vol. 17(20), pages 1-30, October.
    14. Jairo Ortega & János Tóth & Tamás Péter, 2021. "A Comprehensive Model to Study the Dynamic Accessibility of the Park & Ride System," Sustainability, MDPI, vol. 13(7), pages 1-17, April.
    15. Jiangjun Wan & Yutong Zhao & Kaili Zhang & Chunchi Ma & Haiying Sun & Ziming Wang & Hongyu Wu & Mingjie Li & Lingqing Zhang & Xiaohong Tang & Ying Cao & Li Tang & Jinxiu Yang, 2022. "Healthy Community-Life Circle Planning Combining Objective Measurement and Subjective Evaluation: Theoretical and Empirical Research," IJERPH, MDPI, vol. 19(9), pages 1-25, April.
    16. 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.
    17. Charlotte Wendelboe-Nelson & Sarah Kelly & Marion Kennedy & John W. Cherrie, 2019. "A Scoping Review Mapping Research on Green Space and Associated Mental Health Benefits," IJERPH, MDPI, vol. 16(12), pages 1-49, June.
    18. Julian Dobson & Nicola Dempsey, 2019. "Working out What Works: The Role of Tacit Knowledge Where Urban Greenspace Research, Policy and Practice Intersect," Sustainability, MDPI, vol. 11(18), pages 1-19, September.
    19. Bohuslav Binka & Martin Čech & Jan Činčera, 2022. "The Oasis of Peace? Social Perception of Urban Parks from the City-Dwellers’ Perspectives," Sustainability, MDPI, vol. 14(18), pages 1-15, September.
    20. Yukun Zhao & Feng Yu & Bo Jing & Xiaomeng Hu & Ang Luo & Kaiping Peng, 2019. "An Analysis of Well-Being Determinants at the City Level in China Using Big Data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 143(3), pages 973-994, June.

    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:2022:i:1:p:146-:d:1011205. 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.