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

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  • 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
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    References listed on IDEAS

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    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.
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    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. 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.
    4. 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.

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