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Comparing the Use of Spatially Explicit Indicators and Conventional Indicators in the Evaluation of Healthy Cities: A Case Study in Shenzhen, China

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  • Jun Yang

    (Key Laboratory of Urban Land Resources Monitoring and Simulation, Ministry of Natural Resources, Shenzhen 518034, China
    Ministry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science, Tsinghua University, Beijing 100084, China
    Tsinghua Urban Institute, Beijing 100084, China)

  • Xiangyu Luo

    (Ministry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science, Tsinghua University, Beijing 100084, China)

  • Yixiong Xiao

    (Ministry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science, Tsinghua University, Beijing 100084, China
    Tsinghua Urban Institute, Beijing 100084, China)

  • Shaoqing Shen

    (Shenzhen Research Center of Digital City Engineering, Shenzhen Municipal Bureau of Planning and Natural Resource Management, Shenzhen 518034, China)

  • Mo Su

    (School of Resource and Environment Science, Wuhan University, Wuhan 430079, China)

  • Yuqi Bai

    (Ministry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science, Tsinghua University, Beijing 100084, China
    Tsinghua Urban Institute, Beijing 100084, China)

  • Peng Gong

    (Ministry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science, Tsinghua University, Beijing 100084, China
    Tsinghua Urban Institute, Beijing 100084, China)

Abstract

Various indicator systems have been developed to monitor and assess healthy cities. However, few of them contain spatially explicit indicators. In this study, we assessed four health determinants in Shenzhen, China, using both indicators commonly included in healthy city indicator systems and spatially explicit indicators. The spatially explicit indicators were developed using detailed building information or social media data. Our results showed that the evaluation results of districts and sub-districts in Shenzhen based on spatially explicit indicators could be positively, negatively, or not associated with the evaluation results based on conventional indicators. The discrepancy may be caused by the different information contained in the two types of indicators. The spatially explicit indicators measure the quantity of the determinants and the spatial accessibility of these determinants, while the conventional indicators only measure the quantity. Our results also showed that social media data have great potential to represent the high-resolution population distribution required to estimate spatially explicit indicators. Based on our findings, we recommend that spatially explicit indicators should be included in healthy city indicator systems to allow for a more comprehensive assessment of healthy cities.

Suggested Citation

  • Jun Yang & Xiangyu Luo & Yixiong Xiao & Shaoqing Shen & Mo Su & Yuqi Bai & Peng Gong, 2020. "Comparing the Use of Spatially Explicit Indicators and Conventional Indicators in the Evaluation of Healthy Cities: A Case Study in Shenzhen, China," IJERPH, MDPI, vol. 17(20), pages 1-17, October.
    • Handle: RePEc:gam:jijerp:v:17:y:2020:i:20:p:7409-:d:426445
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    References listed on IDEAS

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    1. Georgios Chatzipoulidis & Georgios Aretoulis & Glykeria Kalfakakou, 2017. "A Multicriteria Ranking of Thessaloniki’s Public Hospitals Based on Their Infrastructure Adequacy," Springer Optimization and Its Applications, in: Athanasia Karakitsiou & Athanasios Migdalas & Stamatina Th. Rassia & Panos M. Pardalos (ed.), City Networks, chapter 0, pages 177-196, Springer.
    2. Shu Feng & Liding Chen & Ranhao Sun & Zhiqiang Feng & Junran Li & Muhammad Sadiq Khan & Yongcai Jing, 2019. "The Distribution and Accessibility of Urban Parks in Beijing, China: Implications of Social Equity," IJERPH, MDPI, vol. 16(24), pages 1-14, December.
    3. Rositsa T. Ilieva & Timon McPhearson, 2018. "Social-media data for urban sustainability," Nature Sustainability, Nature, vol. 1(10), pages 553-565, October.
    4. Javier Güeita-Rodriguez & Pilar Famoso-Pérez & Jaime Salom-Moreno & Pilar Carrasco-Garrido & Jorge Pérez-Corrales & Domingo Palacios-Ceña, 2020. "Challenges Affecting Access to Health and Social Care Resources and Time Management among Parents of Children with Rett Syndrome: A Qualitative Case Study," IJERPH, MDPI, vol. 17(12), pages 1-16, June.
    5. Claudia Costa & Paula Santana & Sani Dimitroulopoulou & Bo Burstrom & Carme Borrell & Jürgen Schweikart & Dagmar Dzurova & Nicolás Zangarini & Klea Katsouyanni & Patrick Deboseree & Ângela Freitas & C, 2019. "Population Health Inequalities Across and Within European Metropolitan Areas through the Lens of the EURO-HEALTHY Population Health Index," IJERPH, MDPI, vol. 16(5), pages 1-17, March.
    6. Silva, Mafalda C. & Horta, Isabel M. & Leal, Vítor & Oliveira, Vítor, 2017. "A spatially-explicit methodological framework based on neural networks to assess the effect of urban form on energy demand," Applied Energy, Elsevier, vol. 202(C), pages 386-398.
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    Cited by:

    1. Ya Yang & Zhengyu Jiang & Yawei Hou & Huaxing Wang & Zeyu Wang, 2023. "Healthy City Community Space-Oriented Structural Planning and Management Optimization under COVID-19," IJERPH, MDPI, vol. 20(5), pages 1-14, February.
    2. Jun Yang & Yutong Zhang & Yixiong Xiao & Shaoqing Shen & Mo Su & Yuqi Bai & Jingbo Zhou & Peng Gong, 2021. "Using Internet Search Queries to Assess Public Awareness of the Healthy Cities Approach: A Case Study in Shenzhen, China," IJERPH, MDPI, vol. 18(8), pages 1-13, April.
    3. Chunmei Zhang & Lingen Wang, 2023. "Evaluating the Health of Urban Human Settlements," Sustainability, MDPI, vol. 15(4), pages 1-15, February.

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