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Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
Published on: July 27, 2018
A 1-km resolution dataset of affordability-constrained accessibility to elderly care facilities in China
Xiao Wang1,2,3, Quanli Xu4,5, Yu Wang6
1Teaching and Experimentation Base & Innovation Service Center for Geographic Information Technology, Wenshan University, Wenshan, 663000, China.
Abstract:
China's rapid population aging presents profound challenges for equitable institutional elderly care. Traditional spatial accessibility metrics typically neglect affordability constraints, leading to systematic overestimation of effective access for low-income older adults. We developed a national, 1-km resolution accessibility dataset for mainland China using an affordability-constrained Gaussian two-step floating catchment area (AC-Ga2SFCA) method that couples travel-time impedance with price-income affordability weighting. Household payment capacity is represented by a high-resolution per capita disposable income surface downscaled from county statistics, and facility contributions are down-weighted according to fees. Across multiple travel-time catchments, the dataset provides three complementary raster layers-baseline accessibility (spatial reachability), affordability-constrained accessibility (effective access), and the accessibility gap (affordability-driven exclusion)-for both total beds and nursing-care beds, alongside administrative summaries and inequality metrics. Technical validation shows strong performance of the income downscaling model (R2 = 0.889) and near-proportional agreement between OSRM travel times and three commercial routing services. The dataset supports reproducible assessment of spatial equity, identification of service-demand mismatches, and scenario-based planning for long-term care provision.
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