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The Effect of Spatial Access to Primary Care on Potentially Avoidable Hospitalizations of the Elderly: Evidence from Chishui City, China

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Abstract

Potentially avoidable hospitalizations are associated with high and rising costs, and they have been widely considered as important performance indicators of the healthcare system, particularly in primary care. This study explored the relationship between spatial access to primary care and potentially avoidable hospitalizations of the elderly based on data from Chishui City, China, from 2014 to 2017. The enhanced two-step floating catchment area method was used to measure spatial access to care, while the relationship was estimated by a two-level logistic regression model with random effects, controlling for individual and household characteristics. We found a significantly negative association between potentially avoidable hospitalizations and spatial access to primary care, showing that the improvement of spatial access to primary care for the elderly would significantly reduce their potentially avoidable hospitalizations. Our results emphasized that the strategies to promote qualified, adequate and appropriate spatial distribution of primary care would substantially improve the healthcare system performance in China, also providing implications for other developing countries facing similar challenges.

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Acknowledgements

We thank Chu Chen, Xiuli Wang, Qingping Xue, Qingling Jiang and Tianjiao Lan from Sichuan University for their valuable and technical suggestions. The authors are responsible for all remaining errors.

Funding

This work was supported by National Natural Science Foundation of China (Grant No. 71874116), Ministry of Education of China (Grant No. 18YJA790062), Sichuan University (Grant Nos. 2018hhf-27 and SKSYL201811), China Medical Board (Grant No. 17-276), and Chengdu Federation of Social Science Association (Grant No. ZZ05).

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JP conceived the study. TC analyzed the data and draft the first version of manuscript. All authors contributed to the study design, interpretation, manuscript revision, and approved the final version.

Corresponding author

Correspondence to Jay Pan.

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The authors declare that they have no conflicts of interest.

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Appendix

Appendix

See Fig. 6 and Tables 4, 5, 6 and 7.

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figure 6

The comparison of road networks between 2014 and 2017 in Chishui

Table 4 Lookup table for converting travel time to weight using a Gaussian function
Table 5 Data source and information
Table 6 Number of villages and hospitalization service utilizations
Table 7 List of ICD-10 codes used to identify potentially avoidable hospitalizations (AHs)

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Chen, T., Pan, J. The Effect of Spatial Access to Primary Care on Potentially Avoidable Hospitalizations of the Elderly: Evidence from Chishui City, China. Soc Indic Res 160, 645–665 (2022). https://doi.org/10.1007/s11205-020-02413-9

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  • DOI: https://doi.org/10.1007/s11205-020-02413-9

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