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Satisfaction Evaluation and Sustainability Optimization of Urban Medical Facilities Based on Residents’ Activity Data in Nanjing, China

Author

Listed:
  • Yang Cao

    (College of Construction Engineering, Jiangsu Open University, Nanjing 210019, China
    These authors contributed equally to this work.)

  • Hao Wu

    (Key Laboratory of Transportation Meteorology of China Meteorological Administration, Nanjing Joint Institute for Atmospheric Sciences, Nanjing 210041, China
    These authors contributed equally to this work.)

  • Linyi Zhou

    (Key Laboratory of Transportation Meteorology of China Meteorological Administration, Nanjing Joint Institute for Atmospheric Sciences, Nanjing 210041, China)

  • Feng Ding

    (Nanjing Environmental Monitoring Canter of Jiangsu Province, Nanjing 210019, China)

  • Qi Xu

    (Jiangsu Air Traffic Management Branch Bureau of CAAC, Nanjing 211512, China)

  • Yan Liu

    (Key Laboratory of Transportation Meteorology of China Meteorological Administration, Nanjing Joint Institute for Atmospheric Sciences, Nanjing 210041, China)

  • Hao Xu

    (Admissions Service Department, Jiangsu Open University, Nanjing 210019, China)

  • Xi Lu

    (Admissions Service Department, Jiangsu Open University, Nanjing 210019, China)

Abstract

Research on public service facility evaluation has mainly focused on spatial accessibility and facility quality from a supply perspective, but has rarely focused on the evaluation of service facilities from a usage perspective. Researchers can observe the service quality, frequency of use, functional connotation, satisfaction level, and other aspects of facilities from the user’s perspective, effectively compensating for the disadvantage of insufficient precision in traditional macro statistical data. This study proposes a new method for evaluating medical facility usage and service quality based on residents’ activity data. We established an evaluation index system from the perspective of residents’ activity by measuring intensity, frequency, and service satisfaction through network grading data and online comments context. Then, we evaluated the supply and demand relationship of medical facilities, identifying the influencing factors of medical satisfaction. We have also proposed specific strategies for sustainable optimization of medical services. The results show that (1) the service attitude (0.024, 0.002**), service efficiency (0.133, 0.001*), and service quality (0.017, 0.001**) of medical institutions are the core factors that affect medical satisfaction, followed by the convenience of residents in accessing medical resources, showing a significant positive correlation ( p < 0.01, Total R 2 = 0.9061); and (2) the medical service level in Nanjing City is generally balanced, although spatial heterogeneity exists in the Qixia and Jiangning boroughs.

Suggested Citation

  • Yang Cao & Hao Wu & Linyi Zhou & Feng Ding & Qi Xu & Yan Liu & Hao Xu & Xi Lu, 2024. "Satisfaction Evaluation and Sustainability Optimization of Urban Medical Facilities Based on Residents’ Activity Data in Nanjing, China," Sustainability, MDPI, vol. 16(13), pages 1-25, June.
    • Handle: RePEc:gam:jsusta:v:16:y:2024:i:13:p:5487-:d:1423908
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    References listed on IDEAS

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    1. Calnan, Michael & Almond, Stephen & Smith, Nick, 2003. "Ageing and public satisfaction with the health service: an analysis of recent trends," Social Science & Medicine, Elsevier, vol. 57(4), pages 757-762, August.
    2. van Lierop, Dea & El-Geneidy, Ahmed, 2016. "Enjoying loyalty: The relationship between service quality, customer satisfaction, and behavioral intentions in public transit," Research in Transportation Economics, Elsevier, vol. 59(C), pages 50-59.
    3. Woodcraft, Saffron, 2015. "Understanding and measuring social sustainability," Journal of Urban Regeneration and Renewal, Henry Stewart Publications, vol. 8(2), pages 133-144, January.
    4. Lu Ye & Zihao Wu & Ting Wang & Kangle Ding & Yu Chen, 2022. "Villagers’ Satisfaction Evaluation System of Rural Human Settlement Construction: Empirical Study of Suzhou in China’s Rapid Urbanization Area," IJERPH, MDPI, vol. 19(18), pages 1-18, September.
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