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Investigating Accessibility of Hospitals in Cold Regions: A Case Study of Harbin in China
1Key Laboratory of Cold Region Urban and Rural Human Settlement Environment Science and Technology, School of Architecture, Harbin Institute of Technology, China.
Insights
Healthcare access in Harbin is unequal, especially in winter. Areas farther from the city center experience significantly reduced medical resource accessibility during cold seasons due to weather impacts on transportation.
Area of Science:
- Urban planning
- Public health
- Geographic information systems (GIS)
Background:
- China's increasing investment in medical resources.
- Seasonal impact of snow and ice on urban traffic capacity in cold regions.
- Disparities in healthcare resource allocation.
Purpose of the Study:
- To explore healthcare resource accessibility in Harbin, China.
- To analyze the influence of weather on medical accessibility.
- To identify strategies for optimizing healthcare access in cold urban environments.
Main Methods:
- Geographic Information System (GIS) analysis of spatial data (roads, facilities, population).
- Spatial barrier model for healthcare accessibility measurement.
- Novel distance attenuation function to assess weather impacts.
Main Results:
- Unequal spatial distribution of medical resources, concentrated in city centers.
- Certain areas maintain accessibility regardless of traffic conditions.
- Significantly decreased healthcare accessibility in winter for areas far from the city center.
Conclusions:
- Findings aid in optimizing medical institution layout and improving healthcare equity.
- Proposes strategies for enhancing urban medical accessibility in China's cold regions.
- Highlights the need to address seasonal accessibility challenges.
Objective:
The objective of this study is to explore healthcare resource accessibility in Harbin, a typical city in a cold region in China.
Background:
Recently, investments in the construction of medical resources have been increasing annually in China, and consequently, the allocation of these resources has improved. Snow and ice on surfaces in China's cold regions have certain effects on the traffic capacity of urban roads, leading to a great difference in the accessibility of medical resources in winter and summer.
Methods:
The basic spatial data, including spatial road data, medical facility data, and population distribution data, are analyzed using geographic information system. Then, a spatial barrier model is used to measure healthcare accessibility based on geographic and population weighting; we explore the accessibility of hospitals under the influence of weather by defining a novel distance attenuation function. Finally, the accessibility of medical institutions in the study area is explored by analyzing data about the related separation factors.
Results:
It was found that the spatial distribution of medical resources was not equal, and the dominant resources were concentrated in the city center. Some regions are always in an advantageous position regardless of traffic conditions. In contrast, in areas far from the city center, the accessibility of medical resources significantly decreases in winter.
Conclusions:
These results will help optimize the layout of medical institutions and improve medical equality and propose strategies for the optimization of the accessibility of urban medical institutions in cold regions of China.
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