ArticleInternational journal for equity in health2015
Spatial inequity in access to healthcare facilities at a county level in a developing country: a case study of Deqing County, Zhejiang, China.
Article in International journal for equity in health, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
33 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Factors influencing choice of health system access level in China: A systematic review.PloS one · 2018Pooled it
- Regional disparities, dynamic evolution, and convergence of China's resident health service development levels.BMC health services research · 2026Article
- Support measures and demand among healthcare workers during the COVID-19 pandemic: a survey in high-workload provinces of China, 2023.BMJ open · 2025Article
- Healthcare resource allocation and patient choice: evidence from rural China.International journal for equity in health · 2025Article
- Spatial-temporal distribution and evolution of medical and health talents in China.BMC public health · 2025Article
- Measuring and optimizing the spatial accessibility of primary health care in remote and rural areas: a case study of Liannan Yao Autonomous County in China.BMC health services research · 2024Article
- Article
- Unveiling the Evolution of Eldercare Facilities in Rural China: Tracing the Trajectory from Eldercare Support Pattern and Service to Facilities for the Aging Population.Healthcare (Basel, Switzerland) · 2023Article
- Equity and efficiency of medical and health service system in China.BMC health services research · 2023Article
- Article
- The Effect of the Referral System on the Accessibility of Healthcare Services: A Case Study of the Wuhan Metropolitan Development Zone.International journal of environmental research and public health · 2022Article
- Horizontal Integration and Financing Reform of Rural Primary Care in China: A Model for Low-Resource and Remote Settings.International journal of environmental research and public health · 2022Article
- Supply-demand matching of medical services at a city level under the background of hierarchical diagnosis and treatment - based on Didi Chuxing Data in Haikou, China.BMC health services research · 2022Article
- Spatial distribution, regional differences, and dynamic evolution of the medical and health services supply in China.Frontiers in public health · 2022Article
- An External Patient Healthcare Index (EPHI) for Simulating Spatial Tendencies in Healthcare Seeking Behavior.Frontiers in public health · 2022Article
- An integrated analysis of spatial access to the three-tier healthcare delivery system in China: a case study of Hainan Island.International journal for equity in health · 2021Article
- Socio-spatial disparities in access to emergency health care-A Scandinavian case study.PloS one · 2021Article
- Status and Factors Associated with Healthcare Choices among Older Adults and Children in an Urbanized County: A Cross-Sectional Study in Kunshan, China.International journal of environmental research and public health · 2020Article
- Modelling Potential Geographical Access of the Population to Public Hospitals and Quality Health Care in Romania.International journal of environmental research and public health · 2020Article
- Achievements and challenges in health management for aged individuals in primary health care sectors: a survey in Southwest China.BMC public health · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe inequities in healthcare services between regions, urban and rural, age groups and diverse income groups have been growing rapidly in China. Equal access to basic medical and healthcare services has been recognized as "a basic right of the people" by Chinese government. Spatial accessibility to healthcare facilities has received huge attention in Chinese case studies but been less studied particularly at a county level due to limited availability of high-resolution spatial data. This study is focused on measuring spatial accessibility to healthcare facilities in Deqing County. The spatial inequity between the urban (town) and rural is assessed and three scenarios are designed and built to examine which scenario is instrumental for better reducing the spatial inequity.
methodsThis study utilizes highway network data, Digital Elevation Model (DEM), location of hospitals and clinics, 2010 census data at the finest level - village committee, residential building footprint and building height. Areal weighting method is used to disaggregate population data from village committee level to residential building cell level. Least cost path analysis is applied to calculate the travel time from each building cell to its closest healthcare facility. Then an integral accessibility will be calculated through weighting the travel time to the closest facility between three levels. The spatial inequity in healthcare accessibility between the town and rural areas is examined based on the coverages of areas and populations. The same method is used to compare three scenarios aimed at reducing such spatial inequity - relocation of hospitals, updates of weighting values, and the combination of both.
results50.03% of residents can reach a county hospital within 15 min by driving, 95.77% and 100% within 30 and 60 min respectively. 55.14% of residents can reach a town hospital within 5 min, 98.04% and 100% within 15 and 30 min respectively. 57.86% of residential building areas can reach a village clinic within 5 min, 92.65% and 99.22% within 10 and 15 min. After weighting the travel time between the three-level facilities, 30.87% of residents can reach a facility within 5 min, 80.46%% and 99.88% within 15 and 30 min respectively.
conclusionsThe healthcare accessibility pattern of Deqing County has exhibited spatial inequity between the town and rural areas, with the best accessibility in the capital of the county and poorest in the West of the county. There is a high negative correlation between population ageing and healthcare accessibility. Allocation of more advanced medical and healthcare equipment and highly skillful doctors and nurses to village clinics will be an efficient means of reducing the spatial inequity and further consolidating the national medical security system. GIS (Geographical Information Systems) methods have proven successful method of providing quantitative evidence for policy analysis although the data sets and methods could be further improved.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.