IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v11y2022i2p238-d742644.html
   My bibliography  Save this article

Patterns of Urban Green Space Use Applying Social Media Data: A Systematic Literature Review

Author

Listed:
  • Gabriele Zabelskyte

    (Institute of Environmental Engineering, Kaunas University of Technology, K. Donelaičio g. 73, LT-44249 Kaunas, Lithuania
    Geography Department, Humboldt-Universität zu Berlin, Unter den Linden 6, 10099 Berlin, Germany)

  • Nadja Kabisch

    (Geography Department, Humboldt-Universität zu Berlin, Unter den Linden 6, 10099 Berlin, Germany
    Helmholtz Centre for Environmental Research—UFZ, Department of Urban and Environmental Sociology, Permoserstraße 15, 04318 Leipzig, Germany)

  • Zaneta Stasiskiene

    (Institute of Environmental Engineering, Kaunas University of Technology, K. Donelaičio g. 73, LT-44249 Kaunas, Lithuania)

Abstract

Scientific interest in the potential of urban green spaces, particularly urban parks, to improve health and well-being is increasing. Traditional research methods such as observations and surveys have recently been complemented by the use of social media data to understand park visitation patterns. We aimed to provide a systematic overview of how social media data have been applied to identify patterns of urban park use, as well as the advantages and limitations of using social media data in the context of urban park studies. We used the PRISMA method to conduct a systematic literature analysis. Our main findings show that the 22 eligible papers reviewed mainly used social media data to analyse urban park visitors’ needs and demands, and to identify essential park attributes, popular activities, and the spatial, social, and ecological coherence between visitors and parks. The review allowed us to identify the advantages and limitations of using social media data in such research. These advantages include a large database, real-time data, and cost and time savings in data generation of social media data. The identified limitations of using social media data include potentially biased information, a lack of socio-demographic data, and privacy settings on social media platforms. Given the identified advantages and limitations of using social media data in researching urban park visitation patterns, we conclude that the use of social media data as supplementary data constitutes a significant advantage. However, we should critically evaluate the possible risk of bias when using social media data.

Suggested Citation

  • 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.
  • Handle: RePEc:gam:jlands:v:11:y:2022:i:2:p:238-:d:742644
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/11/2/238/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2073-445X/11/2/238/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Krzysztof Herman & Łukasz Drozda, 2021. "Green Infrastructure in the Time of Social Distancing: Urban Policy and the Tactical Pandemic Urbanism," Sustainability, MDPI, vol. 13(4), pages 1-21, February.
    2. Rositsa T. Ilieva & Timon McPhearson, 2018. "Social-media data for urban sustainability," Nature Sustainability, Nature, vol. 1(10), pages 553-565, October.
    3. Jisoo Sim & Patrick Miller & Samarth Swarup, 2020. "Tweeting the High Line Life: A Social Media Lens on Urban Green Spaces," Sustainability, MDPI, vol. 12(21), pages 1-18, October.
    4. Yang Song & Jessica Fernandez & Tong Wang, 2020. "Understanding Perceived Site Qualities and Experiences of Urban Public Spaces: A Case Study of Social Media Reviews in Bryant Park, New York City," Sustainability, MDPI, vol. 12(19), pages 1-15, September.
    5. Peichao Dai & Shaoliang Zhang & Zanxu Chen & Yunlong Gong & Huping Hou, 2019. "Perceptions of Cultural Ecosystem Services in Urban Parks Based on Social Network Data," Sustainability, MDPI, vol. 11(19), pages 1-14, September.
    6. Kawaljeet Kaur Kapoor & Kuttimani Tamilmani & Nripendra P. Rana & Pushp Patil & Yogesh K. Dwivedi & Sridhar Nerur, 2018. "Advances in Social Media Research: Past, Present and Future," Information Systems Frontiers, Springer, vol. 20(3), pages 531-558, June.
    7. Jörg Priess & Luis Valença Pinto & Ieva Misiune & Julia Palliwoda, 2021. "Ecosystem Service Use and the Motivations for Use in Central Parks in Three European Cities," Land, MDPI, vol. 10(2), pages 1-15, February.
    8. Matthew J Page & Joanne E McKenzie & Patrick M Bossuyt & Isabelle Boutron & Tammy C Hoffmann & Cynthia D Mulrow & Larissa Shamseer & Jennifer M Tetzlaff & Elie A Akl & Sue E Brennan & Roger Chou & Jul, 2021. "The PRISMA 2020 statement: An updated guideline for reporting systematic reviews," PLOS Medicine, Public Library of Science, vol. 18(3), pages 1-15, March.
    9. Tian Bai & Audrey L. Mayer & William D. Shuster & Guohang Tian, 2018. "The Hydrologic Role of Urban Green Space in Mitigating Flooding (Luohe, China)," Sustainability, MDPI, vol. 10(10), pages 1-13, October.
    10. Heather L Reynolds & Leslie Brandt & Burnell C Fischer & Brady S Hardiman & Donovan J Moxley & Eric Sandweiss & James H Speer & Songlin Fei, 2020. "Implications of climate change for managing urban green infrastructure: an Indiana, US case study," Climatic Change, Springer, vol. 163(4), pages 1967-1984, December.
    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. Darinka Golubović Matić & Jelena Marić & Jovanka Lili Matić & Ranka Gajić & Biserka Mitrović & Olja Krčadinac, 2024. "Increasing Safety: A Survey of Open Greenspace Usage during and after the Pandemic in Belgrade, Serbia," Sustainability, MDPI, vol. 16(8), pages 1-30, April.
    2. 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.
    3. 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.
    4. 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. Hongxu Guo & Zhuoqiao Luo & Mengtian Li & Shumin Kong & Haiyan Jiang, 2022. "A Literature Review of Big Data-Based Urban Park Research in Visitor Dimension," Land, MDPI, vol. 11(6), pages 1-17, June.
    2. Huilin Liang & Qi Yan & Yujia Yan & Lang Zhang & Qingping Zhang, 2022. "Spatiotemporal Study of Park Sentiments at Metropolitan Scale Using Multiple Social Media Data," Land, MDPI, vol. 11(9), pages 1-17, September.
    3. Dongfang Ma & Shaojie Zhang & Tieqiao Xiao & Taotao Shui, 2023. "Aspects of New and Old Urban Parks Most Valued by Residents on Social Media: A Case Study in Hefei," Sustainability, MDPI, vol. 15(18), pages 1-21, September.
    4. Xun Zeng & Yuanchun Yu & San Yang & Yang Lv & Md Nazirul Islam Sarker, 2022. "Urban Resilience for Urban Sustainability: Concepts, Dimensions, and Perspectives," Sustainability, MDPI, vol. 14(5), pages 1-27, February.
    5. Irina Wedel & Michael Palk & Stefan Voß, 2022. "A Bilingual Comparison of Sentiment and Topics for a Product Event on Twitter," Information Systems Frontiers, Springer, vol. 24(5), pages 1635-1646, October.
    6. Naveena Prakasam & Louisa Huxtable-Thomas, 2021. "Reddit: Affordances as an Enabler for Shifting Loyalties," Information Systems Frontiers, Springer, vol. 23(3), pages 723-751, June.
    7. Sergio Cappucci & Serena Nappi & Andrea Cappelli, 2022. "Green Public Areas and Urban Open Spaces Management: New GreenCAL Tool Algorithms and Circular Economy Implications," Land, MDPI, vol. 11(6), pages 1-25, June.
    8. Bo Yang & Chao Liu & Xusen Cheng & Xi Ma, 2022. "Understanding Users' Group Behavioral Decisions About Sharing Articles in Social Media: An Elaboration Likelihood Model Perspective," Group Decision and Negotiation, Springer, vol. 31(4), pages 819-842, August.
    9. Rizkiana Sidqiyatul Hamdani & Sudharto Prawata Hadi & Iwan Rudiarto, 2021. "Progress or Regress? A Systematic Review on Two Decades of Monitoring and Addressing Land Subsidence Hazards in Semarang City," Sustainability, MDPI, vol. 13(24), pages 1-26, December.
    10. Boglárka Anna Éliás & Attila Jámbor, 2021. "Food Security and COVID-19: A Systematic Review of the First-Year Experience," Sustainability, MDPI, vol. 13(9), pages 1-18, May.
    11. Omoyele, Olalekan & Hoffmann, Maximilian & Koivisto, Matti & Larrañeta, Miguel & Weinand, Jann Michael & Linßen, Jochen & Stolten, Detlef, 2024. "Increasing the resolution of solar and wind time series for energy system modeling: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 189(PB).
    12. Cala, Anggie & Maturana-Córdoba, Aymer & Soto-Verjel, Joseph, 2023. "Exploring the pretreatments' influence on pressure reverse osmosis: PRISMA review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 188(C).
    13. Ming Shan & Yu-Shan Li & Bon-Gang Hwang & Jia-En Chua, 2021. "Productivity Metrics and Its Implementations in Construction Projects: A Case Study of Singapore," Sustainability, MDPI, vol. 13(21), pages 1-19, November.
    14. Susca, T. & Zanghirella, F. & Colasuonno, L. & Del Fatto, V., 2022. "Effect of green wall installation on urban heat island and building energy use: A climate-informed systematic literature review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 159(C).
    15. Alexander P. L. Martindale & Carrie D. Llewellyn & Richard O. Visser & Benjamin Ng & Victoria Ngai & Aditya U. Kale & Lavinia Ferrante Ruffano & Robert M. Golub & Gary S. Collins & David Moher & Melis, 2024. "Concordance of randomised controlled trials for artificial intelligence interventions with the CONSORT-AI reporting guidelines," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    16. Gizéh Rangel-de Lázaro & Josep M. Duart, 2023. "You Can Handle, You Can Teach It: Systematic Review on the Use of Extended Reality and Artificial Intelligence Technologies for Online Higher Education," Sustainability, MDPI, vol. 15(4), pages 1-23, February.
    17. Kim, Hyunil & Kim, Yun Young & Song, Eun-Jee & Windsor, Liliane, 2024. "Policies to reduce child poverty and child maltreatment: A scoping review and preliminary estimates of indirect effects," Children and Youth Services Review, Elsevier, vol. 156(C).
    18. Stefano Di Lauro & Aizhan Tursunbayeva & Gilda Antonelli & Marcello Martinez, 2021. "Organizational and Corporate Identity on Social Media: A Literature Review," International Journal of Business and Management, Canadian Center of Science and Education, vol. 15(4), pages 1-53, July.
    19. Aladwani, Adel M. & Dwivedi, Yogesh K., 2018. "Towards a theory of SocioCitizenry: Quality anticipation, trust configuration, and approved adaptation of governmental social media," International Journal of Information Management, Elsevier, vol. 43(C), pages 261-272.
    20. Irina Maiorescu & Mihaela Bucur & Bogdan Georgescu & Daniel Moise & Vasile Alecsandru Strat & Ion Daniel Zgură, 2020. "Social Media and IOT Wearables in Developing Marketing Strategies. Do SMEs Differ From Large Enterprises?," Sustainability, MDPI, vol. 12(18), pages 1-18, 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:jlands:v:11:y:2022:i:2:p:238-:d:742644. 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.