ArticleFrontiers in public health2024
Assessing the spatial equity of the aged care institutions based on the improved potential model: a case study in Shanghai, China.
Article in Frontiers in public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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Who cites it
3 citing papers in PubMed.
- A 1-km resolution dataset of affordability-constrained accessibility to elderly care facilities in China.Scientific data · 2026Article
- Prediction and layout optimization of older adult(s) care facilities based on POI data, machine learning, and space syntax.Frontiers in public health · 2026Article
- A study on the equilibrium of older adult care service resources and demand in Guangzhou.Frontiers in public health · 2026Article
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2 authors.
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Abstract
With the spread of an aging society, the demand for aged care institutions among older adults is increasing. The inadequate supply and distribution of aged care institutions have led to an increasing concern about spatial equity in aged care institutions. Most studies have utilized accessibility to assess spatial equity from the supply perspective, while the demand perspective has received little attention. In addition, few studies have evaluated the spatial equity of aged care institutions at grid resolution. Therefore, this study takes Shanghai as an example to analyze aged care institutions from both the supply and demand perspectives. By proposing an improved potential model, at a network resolution of 500 × 500, the spatial equity of aged care institutions is more refined. The results show that aged care institutions and the older population in Shanghai are predominantly concentrated in the downtown area and surrounding regions. However, the results obtained from the Lorenz curve and Gini coefficient indicate the allocation of pension beds based on population size is proportional across different districts of Shanghai. When considering the quality indicators of aged care institutions and introducing the improved potential energy model to calculate spatial accessibility, an imbalance between regions in Shanghai still exists and needs further optimization.
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