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Accessibility Assessment of Community Care Resources Using Maximum-Equity Optimization of Supply Capacity Allocation

Author

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  • Ming-Hseng Tseng

    (Department of Medical Informatics, Chung Shan Medical University, Taichung 40201, Taiwan)

  • Hui-Ching Wu

    (Department of Medical Sociology and Social Work, Chung Shan Medical University, Taichung 40201, Taiwan
    Social Service Section, Chung Shan Medical University Hospital, Taichung 40201, Taiwan)

Abstract

Equity in accessible healthcare is crucial for measuring health equity in community care policy. The most important objective of such a policy in Taiwan is empowering people and communities by improving health literacy and increasing access to healthcare resources. Using the nearest-neighbor two-step floating catchment area method, this study performed an accessibility assessment for community care resources before and after supply capacity optimization. For the target of maximum equity when allocating community care resources, taking maximum values, mean values and minimum values of the distances into consideration, three analytical allocation solutions for supply capability optimization were derived to further compare disparities in geographical accessibility. Three indicators, namely, the Gini coefficient, median minus mean and mean-squared error, were employed to assess the degree of optimization of geographical accessibility scores at the locations of the demand population and to determine the degree of geographic inequities in the allocation of community care resources. Our study proposed a method in which the minimum value of the distance is adopted as the approximate representation of distances between the service point and the locations of demand to determine the minimum value for supply capacity optimization. The study found that the method can effectively assess inequities in care resource allocation among urban and rural communities.

Suggested Citation

  • 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.
  • Handle: RePEc:gam:jijerp:v:18:y:2021:i:3:p:1153-:d:488677
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    References listed on IDEAS

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    1. Pan, Jay & Zhao, Hanqing & Wang, Xiuli & Shi, Xun, 2016. "Assessing spatial access to public and private hospitals in Sichuan, China: The influence of the private sector on the healthcare geography in China," Social Science & Medicine, Elsevier, vol. 170(C), pages 35-45.
    2. Hui-Ching Wu & Ming-Hseng Tseng, 2018. "Evaluating Disparities in Elderly Community Care Resources: Using a Geographic Accessibility and Inequality Index," IJERPH, MDPI, vol. 15(7), pages 1-18, June.
    3. Cowell, Frank, 2011. "Measuring Inequality," OUP Catalogue, Oxford University Press, edition 3, number 9780199594047.
    4. Marsh, Michael T. & Schilling, David A., 1994. "Equity measurement in facility location analysis: A review and framework," European Journal of Operational Research, Elsevier, vol. 74(1), pages 1-17, April.
    5. Hui-Ching Wu & Ming-Hseng Tseng & Chuan-Chao Lin, 2020. "Assessment on Distributional Fairness of Physical Rehabilitation Resource Allocation: Geographic Accessibility Analysis Integrating Google Rating Mechanism," IJERPH, MDPI, vol. 17(20), pages 1-21, October.
    6. Shlomo Yitzhaki, 1979. "Relative Deprivation and the Gini Coefficient," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 93(2), pages 321-324.
    7. Danxian Wu & Xiaolu Gao & Zhifei Xie & Zening Xu, 2021. "Understanding the Unmet Needs among Community-Dwelling Disabled Older People from a Linkage Perspective," IJERPH, MDPI, vol. 18(2), pages 1-15, January.
    8. Chia-Mei Shih & Yu-Hua Wang & Li-Fan Liu & Jung-Hua Wu, 2020. "Profile of Long-Term Care Recipients Receiving Home and Community-Based Services and the Factors That Influence Utilization in Taiwan," IJERPH, MDPI, vol. 17(8), pages 1-15, April.
    9. Culyer, A. J. & Wagstaff, Adam, 1993. "Equity and equality in health and health care," Journal of Health Economics, Elsevier, vol. 12(4), pages 431-457, December.
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    Cited by:

    1. Ming-Hseng Tseng & Hui-Ching Wu, 2021. "Integrating Socioeconomic Status and Spatial Factors to Improve the Accessibility of Community Care Resources Using Maximum-Equity Optimization of Supply Capacity Allocation," IJERPH, MDPI, vol. 18(10), pages 1-25, May.
    2. 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.
    3. Zhenbao Wang & Dong Liu & Shihao Li & Shuyue Liu & Huiqing Li & Ning Chen, 2023. "Analyzing the Impact of Decreasing Out-of-Vehicle Time of Public Transportation Travel on Accessibility to Tertiary Hospitals," Sustainability, MDPI, vol. 15(16), pages 1-20, August.
    4. Bangyu Liu & Ning Qiu & Tianjie Zhang, 2023. "Accessibility of Elderly Care Facilities Based on Social Stratification: A Case Study in Tianjin, China," Sustainability, MDPI, vol. 15(2), pages 1-12, January.

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