Evaluation of healthcare inequity for older adults: A spatio-temporal perspective. (December 2020)
- Record Type:
- Journal Article
- Title:
- Evaluation of healthcare inequity for older adults: A spatio-temporal perspective. (December 2020)
- Main Title:
- Evaluation of healthcare inequity for older adults: A spatio-temporal perspective
- Authors:
- Chen, Guangping
Wang, Cassandra C.
Jin, Pingbin
Xia, Bingyan
Xiao, Liang
Chen, Siyun
Luo, Jing - Abstract:
- Abstract: Introduction: Population aging raises many fundamental questions for public health policymakers, one of which is how to address the inequity of medical services for older adults. Geographic information systems (GIS)-based accessibility has been widely employed to measure the inequity of access to healthcare facilities. However, the focus in literature lies generally on spatial patterns; few accessibility studies have focused on temporal inequity. This study focuses on the disparity of the elderly's healthcare inequity (EHI) in both spatial and temporal dimensions. Methods: EHI is measured by the elderly's medical services accessibility (EMSA) scores. Based on a road network analysis with real-time traffic data acquired by a Python-based web crawler, a Gaussian two-step floating catchment area (2SFCA) method is employed to calculate EMSA scores. Sensitivity analysis is presented for three threshold times (i.e., 5, 15, and 30 min) and different intervals of a time of day (TOD) period. Results: In the temporal patterns, the average EMSA ( EMSA-avg ) scores of daily variations vary from 0.0262 to 0.0556 at t 0 = 5 min, from 0.0704 to 0.1073 at t 0 = 15 min, and from 0.1734 to 0.2223 at t 0 = 30 min. Meanwhile, three "low value intervals (LVIs)" exist in TOD period. In the spatial patterns, the areas with frequent traffic congestions or no nearby hospitals are characterized by low-level accessibility for the 5 min catchment, while the same level areas for the 30 minAbstract: Introduction: Population aging raises many fundamental questions for public health policymakers, one of which is how to address the inequity of medical services for older adults. Geographic information systems (GIS)-based accessibility has been widely employed to measure the inequity of access to healthcare facilities. However, the focus in literature lies generally on spatial patterns; few accessibility studies have focused on temporal inequity. This study focuses on the disparity of the elderly's healthcare inequity (EHI) in both spatial and temporal dimensions. Methods: EHI is measured by the elderly's medical services accessibility (EMSA) scores. Based on a road network analysis with real-time traffic data acquired by a Python-based web crawler, a Gaussian two-step floating catchment area (2SFCA) method is employed to calculate EMSA scores. Sensitivity analysis is presented for three threshold times (i.e., 5, 15, and 30 min) and different intervals of a time of day (TOD) period. Results: In the temporal patterns, the average EMSA ( EMSA-avg ) scores of daily variations vary from 0.0262 to 0.0556 at t 0 = 5 min, from 0.0704 to 0.1073 at t 0 = 15 min, and from 0.1734 to 0.2223 at t 0 = 30 min. Meanwhile, three "low value intervals (LVIs)" exist in TOD period. In the spatial patterns, the areas with frequent traffic congestions or no nearby hospitals are characterized by low-level accessibility for the 5 min catchment, while the same level areas for the 30 min are far from the city centre and equipped with inconvenient public transportation. Conclusions: The findings may help the policymakers in planning the medical service resources for the growing aging population and providing caregivers information for a timely and effective medical treatment. Highlights: We estimated the elderly's healthcare inequity (EHI) in both spatial and temporal dimensions. Real-time road speed data is firstly employed to calculate the temporal elderly's medical services accessibility (EMSA) scores. The EMSA scores were measured with the Gaussian two-step floating catchment area (2SFCA) method. A detailed analysis on the daily variations of EMSA. Public policy implications on improving the delivery of healthcare services for elderly people and reducing EHI has been proposed. … (more)
- Is Part Of:
- Journal of transport & health. Volume 19(2020)
- Journal:
- Journal of transport & health
- Issue:
- Volume 19(2020)
- Issue Display:
- Volume 19, Issue 2020 (2020)
- Year:
- 2020
- Volume:
- 19
- Issue:
- 2020
- Issue Sort Value:
- 2020-0019-2020-0000
- Page Start:
- Page End:
- Publication Date:
- 2020-12
- Subjects:
- Healthcare inequity -- Accessibility -- Older adults -- Gaussian 2SFCA method -- Real-time speed data
Transportation -- Health aspects -- Periodicals
Transportation -- Periodicals
Public Health -- Periodicals
Noise, Transportation -- Periodicals
Air Pollutants -- Periodicals
388 - Journal URLs:
- http://www.sciencedirect.com/science/journal/22141405 ↗
http://www.sciencedirect.com/ ↗ - DOI:
- 10.1016/j.jth.2020.100911 ↗
- Languages:
- English
- ISSNs:
- 2214-1405
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 14960.xml