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Factors Affecting Users’ Satisfaction with Urban Parks through Online Comments Data: Evidence from Shenzhen, China

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  • Ruixue Liu

    (School of Architecture and Urban Planning, Shenzhen University, Shenzhen 518060, China)

  • Jing Xiao

    (School of Architecture and Urban Planning, Shenzhen University, Shenzhen 518060, China)

Abstract

It is essential to give full consideration to the potential barriers facing urban parks from their better functions and meeting residents’ needs in terms of collective perception and satisfaction. This paper presents the methods of using social media (Dianping) data to investigate the potential factors affecting people’s satisfaction with urban parks in Shenzhen, China. Textual analysis and sentiment analysis make it feasible to identify the factors influencing people’s experience in parks. By measuring emotions towards these factors, a multiple linear regression model helps to explore the relationships between the factors and people’s satisfaction, and among them, determines the key ones. The results present the nine key factors of urban parks that affect the users’ satisfaction, in addition to the common factors by previous studies including park size, vegetation, recreation facility, landscape visual effect, maintenance of facilities and plants, and environment cleanliness. A series of contextual factors also significantly influence people’s satisfaction, such as sign system, mosquito and air quality. Among these, sign system has the strongest influence. The results increase the understanding of the human-urban park relationship and identify the characteristics of urban parks that facilitate the degree of satisfaction promotion. Our findings may provide the managerial guidelines for planners and decision-makers to optimize people’s imperative qualities of urban life.

Suggested Citation

  • Ruixue Liu & Jing Xiao, 2020. "Factors Affecting Users’ Satisfaction with Urban Parks through Online Comments Data: Evidence from Shenzhen, China," IJERPH, MDPI, vol. 18(1), pages 1-22, December.
    • Handle: RePEc:gam:jijerp:v:18:y:2020:i:1:p:253-:d:472915
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    1. Gao, Yi & Koo, Tay T.R., 2014. "Flying Australia–Europe via China: A qualitative analysis of the factors affecting travelers' choice of Chinese carriers using online comments data," Journal of Air Transport Management, Elsevier, vol. 39(C), pages 23-29.
    2. (Catherine) Zhang, Jie & Savage, Scott J. & Chen, Yongmin, 2015. "Consumer uncertainty and price discrimination through online coupons: An empirical study of restaurants in Shanghai," Information Economics and Policy, Elsevier, vol. 33(C), pages 43-55.
    3. Helen Roberts & Bernd Resch & Jon Sadler & Lee Chapman & Andreas Petutschnig & Stefan Zimmer, 2018. "Investigating the Emotional Responses of Individuals to Urban Green Space Using Twitter Data: A Critical Comparison of Three Different Methods of Sentiment Analysis," Urban Planning, Cogitatio Press, vol. 3(1), pages 21-33.
    4. Hsiao-Lan Liu & Yu-Sheng Shen, 2014. "The Impact of Green Space Changes on Air Pollution and Microclimates: A Case Study of the Taipei Metropolitan Area," Sustainability, MDPI, vol. 6(12), pages 1-29, December.
    5. Young-Chang Lee & Keun-Ho Kim, 2015. "Attitudes of Citizens towards Urban Parks and Green Spaces for Urban Sustainability: The Case of Gyeongsan City, Republic of Korea," Sustainability, MDPI, vol. 7(7), pages 1-15, June.
    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. Tsurumi, Tetsuya & Managi, Shunsuke, 2015. "Environmental value of green spaces in Japan: An application of the life satisfaction approach," Ecological Economics, Elsevier, vol. 120(C), pages 1-12.
    8. Cuomo, Maria Teresa & Tortora, Debora & Foroudi, Pantea & Giordano, Alex & Festa, Giuseppe & Metallo, Gerardino, 2021. "Digital transformation and tourist experience co-design: Big social data for planning cultural tourism," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    9. Bernd Resch & Anja Summa & Peter Zeile & Michael Strube, 2016. "Citizen-Centric Urban Planning through Extracting Emotion Information from Twitter in an Interdisciplinary Space-Time-Linguistics Algorithm," Urban Planning, Cogitatio Press, vol. 1(2), pages 114-127.
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    Cited by:

    1. Siya Cheng & Ziling Huang & Haochen Pan & Shuaiqing Wang & Xiaoyu Ge, 2022. "Comparative Study of Park Evaluation Based on Text Analysis of Social Media: A Case Study of 50 Popular Parks in Beijing," Sustainability, MDPI, vol. 14(19), pages 1-34, October.

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