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Spatial Accessibility Analysis of Medical Facilities Based on Public Transportation Networks

Author

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  • Ying Liu

    (College of Architecture and Urban Planning, Chongqing Jiaotong University, Chongqing 400075, China)

  • Han Gu

    (College of Architecture and Urban Planning, Chongqing Jiaotong University, Chongqing 400075, China)

  • Yuyu Shi

    (College of Architecture and Urban Planning, Chongqing Jiaotong University, Chongqing 400075, China)

Abstract

Aiming to look at the problems of the unreasonable layout of medical facilities and low coverage of primary medical services. This paper selects tertiary grade A hospitals, general hospitals, specialized hospitals, community-level hospitals, clinics, and pharmacies in the main urban areas of Chongqing as research objects. The nearest analysis, kernel density, mean center, and standard deviational ellipse method were used to analyze the spatial differentiation characteristics of medical facilities and public transportation stations. Spatial accessibility was assessed from the perspective of service area ratios and service population ratios by constructing multiple modes of transportation (pedestrian systems, bus lines, rail lines). The results show that (1) the spatial layout of medical facilities in the main urban area of Chongqing is unbalanced; and the spatial distribution of medical facilities is characterized by “large agglomeration, small dispersion” and “multi-center group”; (2) the sub-core circle is centered on the Southwest University Area in Beibei District, the University Town Area in Shapingba, the Yudong Area and Lijiatuo Area in Banan District, the Pingan Light Rail Station Area in Dadukou District, the Chongqing No. 8 Middle School Area in Jiulongpo District, the Tea Garden Area in Nanan District, and the Jiangbei Airport Area in Yubei District; (3) the medical facilities with the weakest average accessibility are tertiary grade A hospitals, and the strongest are pharmacies; (4) the areas with vital average accessibility are Yuzhong District, Shapingba District, Dadukou District, and Nanan District.

Suggested Citation

  • Ying Liu & Han Gu & Yuyu Shi, 2022. "Spatial Accessibility Analysis of Medical Facilities Based on Public Transportation Networks," IJERPH, MDPI, vol. 19(23), pages 1-15, December.
  • Handle: RePEc:gam:jijerp:v:19:y:2022:i:23:p:16224-:d:993181
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    References listed on IDEAS

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    1. Meihan Jin & Lu Liu & De Tong & Yongxi Gong & Yu Liu, 2019. "Evaluating the Spatial Accessibility and Distribution Balance of Multi-Level Medical Service Facilities," IJERPH, MDPI, vol. 16(7), pages 1-19, March.
    2. Ming-Hseng Tseng & Hui-Ching Wu, 2021. "Accessibility Assessment of Community Care Resources Using Maximum-Equity Optimization of Supply Capacity Allocation," IJERPH, MDPI, vol. 18(3), pages 1-19, January.
    3. Lozano, Angelica & Storchi, Giovanni, 2001. "Shortest viable path algorithm in multimodal networks," Transportation Research Part A: Policy and Practice, Elsevier, vol. 35(3), pages 225-241, March.
    4. Tianlu Qian & Jie Chen & Ang Li & Jiechen Wang & Dingtao Shen, 2020. "Evaluating Spatial Accessibility to General Hospitals with Navigation and Social Media Location Data: A Case Study in Nanjing," IJERPH, MDPI, vol. 17(8), pages 1-16, April.
    5. Xintao Liu & Ziwei Lin & Jianwei Huang & He Gao & Wenzhong Shi, 2021. "Evaluating the Inequality of Medical Service Accessibility Using Smart Card Data," IJERPH, MDPI, vol. 18(5), pages 1-18, March.
    6. Shah, Tayyab Ikram & Milosavljevic, Stephan & Bath, Brenna, 2017. "Determining geographic accessibility of family physician and nurse practitioner services in relation to the distribution of seniors within two Canadian Prairie Provinces," Social Science & Medicine, Elsevier, vol. 194(C), pages 96-104.
    7. Xiaorui Zhang & Andong Ren & Lihua Chen & Xianyou Zheng, 2019. "Measurement and Spatial Difference Analysis on the Accessibility of Road Networks in Major Cities of China," Sustainability, MDPI, vol. 11(15), pages 1-15, August.
    8. Jomehpour Chahar Aman, Javad & Smith-Colin, Janille, 2020. "Transit Deserts: Equity analysis of public transit accessibility," Journal of Transport Geography, Elsevier, vol. 89(C).
    9. Li, Xianghua & Guo, Jingyi & Gao, Chao & Su, Zhen & Bao, Deng & Zhang, Zili, 2018. "Network-based transportation system analysis: A case study in a mountain city," Chaos, Solitons & Fractals, Elsevier, vol. 107(C), pages 256-265.
    10. Salonen, Maria & Toivonen, Tuuli, 2013. "Modelling travel time in urban networks: comparable measures for private car and public transport," Journal of Transport Geography, Elsevier, vol. 31(C), pages 143-153.
    11. Shirui Liu & Yaochen Qin & Yanan Xu, 2019. "Inequality and Influencing Factors of Spatial Accessibility of Medical Facilities in Rural Areas of China: A Case Study of Henan Province," IJERPH, MDPI, vol. 16(10), pages 1-16, May.
    12. Min Cheng & Li Tao & Yuejiao Lian & Weiwei Huang, 2021. "Measuring Spatial Accessibility of Urban Medical Facilities: A Case Study in Changning District of Shanghai in China," IJERPH, MDPI, vol. 18(18), pages 1-18, September.
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    1. Shiju Liao & Jiayu Li & Liyin Shen & Yuzhe Wu & Haijun Bao, 2024. "Contributions to a Theoretical Framework for Evaluating the Supply–Demand Matching of Medical Care Facilities in Mega-Cities: Incorporating Location, Scale, and Quality Factors," Land, MDPI, vol. 13(10), pages 1-27, October.
    2. Alexandre Moragues & Joana Maria Seguí-Pons & Antoni Colom Fernández & Maurici Ruiz-Pérez, 2023. "Analysis of Road Accessibility by Residents and Tourists to Public Hospitals in Mallorca (Balearic Islands, Spain)," Sustainability, MDPI, vol. 15(10), pages 1-24, May.

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