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Published in: International Journal for Equity in Health 1/2015

Open Access 01-12-2015 | Research Article

Spatial inequity in access to healthcare facilities at a county level in a developing country: a case study of Deqing County, Zhejiang, China

Authors: Cheng Jin, Jianquan Cheng, Yuqi Lu, Zhenfang Huang, Fangdong Cao

Published in: International Journal for Equity in Health | Issue 1/2015

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Abstract

Background

The 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.

Methods

This 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.

Results

50.03 % 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.

Conclusions

The 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.
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Literature
1.
go back to reference Huang C, Yu H, Koplan JP. Can China diminish its burden of non-communicable diseases and injuries by promoting health in its policies, practices, and incentives? Lancet. 2014;384:783–92.CrossRefPubMed Huang C, Yu H, Koplan JP. Can China diminish its burden of non-communicable diseases and injuries by promoting health in its policies, practices, and incentives? Lancet. 2014;384:783–92.CrossRefPubMed
2.
go back to reference Ma J, Lu M, Quan H. From a national centrally planned health system to a system based on the market lessons from China. Health Affair. 2008;4:937–48.CrossRef Ma J, Lu M, Quan H. From a national centrally planned health system to a system based on the market lessons from China. Health Affair. 2008;4:937–48.CrossRef
3.
go back to reference Tang S, Meng Q, Chen L, Bekedam H, Evans T, Whitehead M. Tackling the challenges to health equity in China. Lancet. 2008;372:1493–501.CrossRefPubMed Tang S, Meng Q, Chen L, Bekedam H, Evans T, Whitehead M. Tackling the challenges to health equity in China. Lancet. 2008;372:1493–501.CrossRefPubMed
4.
go back to reference Zhao Z. Income inequality, unequal health care access, and mortality in China. Popul Dev Rev. 2006;3:461–83.CrossRef Zhao Z. Income inequality, unequal health care access, and mortality in China. Popul Dev Rev. 2006;3:461–83.CrossRef
5.
go back to reference The State Council Information Office of China (SCOC). The medical and health care industry of China, Beijing: People's Press; 2012. The State Council Information Office of China (SCOC). The medical and health care industry of China, Beijing: People's Press; 2012.
6.
7.
go back to reference Meng Q, Xu L, Zhang Y, Qian J, Cai M, Xin Y, et al. Trends in access to health services and financial protection in China between 2003 and 2011: a cross-sectional study. Lancet. 2012;379:805–14.CrossRefPubMed Meng Q, Xu L, Zhang Y, Qian J, Cai M, Xin Y, et al. Trends in access to health services and financial protection in China between 2003 and 2011: a cross-sectional study. Lancet. 2012;379:805–14.CrossRefPubMed
8.
go back to reference Zhou Z, Su Y, Gao J, Campbell B, Zhu Z, Xu L, et al. Assessing equity of healthcare utilization in rural China: results from nationally representative. Int J Equity Health. 2013;12:34.PubMedCentralCrossRefPubMed Zhou Z, Su Y, Gao J, Campbell B, Zhu Z, Xu L, et al. Assessing equity of healthcare utilization in rural China: results from nationally representative. Int J Equity Health. 2013;12:34.PubMedCentralCrossRefPubMed
9.
go back to reference Muennig P, Fiscella K, Tancredi D, Franks P. The relative health burden of selected social and behavioral risk factors in the United States: implications for policy. Am J Public Health. 2010;9:1758–64.CrossRef Muennig P, Fiscella K, Tancredi D, Franks P. The relative health burden of selected social and behavioral risk factors in the United States: implications for policy. Am J Public Health. 2010;9:1758–64.CrossRef
10.
go back to reference Bissonnette L, Wilson K, Bell S, Shah TI. Neighbourhoods and potential access to health care: The role of spatial and aspatial factors. Health Place. 2012;8:841–53.CrossRef Bissonnette L, Wilson K, Bell S, Shah TI. Neighbourhoods and potential access to health care: The role of spatial and aspatial factors. Health Place. 2012;8:841–53.CrossRef
11.
go back to reference Gautam S, Li Y, Johnson TG. Do alternative spatial healthcare access measures tell the same story? Geo J. 2014;79:223–35. Gautam S, Li Y, Johnson TG. Do alternative spatial healthcare access measures tell the same story? Geo J. 2014;79:223–35.
12.
go back to reference Liu Y, Hsiaoa WC, Eggleston K. Equity in health and health care: the Chinese experience. Soc Sci Med. 1999;49:1349–56.CrossRefPubMed Liu Y, Hsiaoa WC, Eggleston K. Equity in health and health care: the Chinese experience. Soc Sci Med. 1999;49:1349–56.CrossRefPubMed
13.
go back to reference McGrail MR, Humphreys JS. Measuring spatial accessibility to primary care in rural areas: Improving the effectiveness of the two-step floating catchment area method. Appl Geogr. 2009;4:533–41.CrossRef McGrail MR, Humphreys JS. Measuring spatial accessibility to primary care in rural areas: Improving the effectiveness of the two-step floating catchment area method. Appl Geogr. 2009;4:533–41.CrossRef
14.
go back to reference Wang F. Measurement, optimization, and impact of health care accessibility: a methodological review. Ann Assoc Am Geogr. 2012;5:1104–12.CrossRef Wang F. Measurement, optimization, and impact of health care accessibility: a methodological review. Ann Assoc Am Geogr. 2012;5:1104–12.CrossRef
15.
go back to reference Yang W. China’s new cooperative medical scheme and equity in access to health care: evidence from a longitudinal household survey. Int J Equity Health. 2013;12:20.PubMedCentralCrossRefPubMed Yang W. China’s new cooperative medical scheme and equity in access to health care: evidence from a longitudinal household survey. Int J Equity Health. 2013;12:20.PubMedCentralCrossRefPubMed
16.
go back to reference Liang Y, Lu P. Medical insurance policy organized by Chinese government and the health inequity of the elderly: longitudinal comparison based on effect of New Cooperative Medical Scheme on health of rural elderly in 22 provinces and cities. Int J Equity Health. 2014;13:37.PubMedCentralCrossRefPubMed Liang Y, Lu P. Medical insurance policy organized by Chinese government and the health inequity of the elderly: longitudinal comparison based on effect of New Cooperative Medical Scheme on health of rural elderly in 22 provinces and cities. Int J Equity Health. 2014;13:37.PubMedCentralCrossRefPubMed
17.
go back to reference Guagliardo M. Spatial accessibility of primary care: concepts, methods and challenges. Int J Health Geogr. 2004;1:3.CrossRef Guagliardo M. Spatial accessibility of primary care: concepts, methods and challenges. Int J Health Geogr. 2004;1:3.CrossRef
18.
go back to reference Hawthorne TL, Kwan MP. Exploring the unequal landscapes of healthcare accessibility in lower income urban neighborhoods through qualitative inquiry. Geoforum. 2013;50:97–106.CrossRef Hawthorne TL, Kwan MP. Exploring the unequal landscapes of healthcare accessibility in lower income urban neighborhoods through qualitative inquiry. Geoforum. 2013;50:97–106.CrossRef
19.
go back to reference Levesque JF, Harris MF, Russell G. Patient-centred access to health care: conceptualising access at the interface of health systems and populations. Int J Equity Health. 2013;12:18.PubMedCentralCrossRefPubMed Levesque JF, Harris MF, Russell G. Patient-centred access to health care: conceptualising access at the interface of health systems and populations. Int J Equity Health. 2013;12:18.PubMedCentralCrossRefPubMed
20.
go back to reference Matsumoto M, Ogawa T, Kashima S, Takeuchi K. The impact of rural hospital closures on equity of commuting time for haemodialysis patients: simulation analysis using the capacity-distance model. Int J Health Geogr. 2012;11:28.PubMedCentralCrossRefPubMed Matsumoto M, Ogawa T, Kashima S, Takeuchi K. The impact of rural hospital closures on equity of commuting time for haemodialysis patients: simulation analysis using the capacity-distance model. Int J Health Geogr. 2012;11:28.PubMedCentralCrossRefPubMed
21.
go back to reference Rosero-Bixby L. Spatial access to health care in Costa Rica and its equity: a GIS-based study. Soc Sci Med. 2004;58:1271–84.CrossRefPubMed Rosero-Bixby L. Spatial access to health care in Costa Rica and its equity: a GIS-based study. Soc Sci Med. 2004;58:1271–84.CrossRefPubMed
22.
go back to reference Rosenberg M. Health geography I: social justice, idealist theory, health and health care. Prog Hum Geogr. 2014;38(3):466–75.CrossRef Rosenberg M. Health geography I: social justice, idealist theory, health and health care. Prog Hum Geogr. 2014;38(3):466–75.CrossRef
23.
go back to reference Tao Z, Cheng Y, Dai T, Rosenberg MW. Spatial optimization of residential care facility locations in Beijing, China: Maximum equity in accessibility. Int J Health Geogr. 2014;13:33.PubMedCentralCrossRefPubMed Tao Z, Cheng Y, Dai T, Rosenberg MW. Spatial optimization of residential care facility locations in Beijing, China: Maximum equity in accessibility. Int J Health Geogr. 2014;13:33.PubMedCentralCrossRefPubMed
24.
go back to reference Deqing Bureau of Statistics (DBS). Deqing Statistical Yearbook 2013. Deqing: Deqing County Governmental Office; 2013. Deqing Bureau of Statistics (DBS). Deqing Statistical Yearbook 2013. Deqing: Deqing County Governmental Office; 2013.
25.
go back to reference Deqing Bureau of Health (DBH): Bulletin of Deqing Health Yearbook Deqing: Deqing County Governmental Office; 2013. Deqing Bureau of Health (DBH): Bulletin of Deqing Health Yearbook Deqing: Deqing County Governmental Office; 2013.
26.
go back to reference Wu Q, Cheng J, Guo C, Hammel DJ, Wu X. Socio-spatial differentiation and residential segregation in the Chinese city based on the 2000 community-level census data: a case study of inner city of Nanjing. Cities: Int J Urban Policy Plan. 2014;39:109–19.CrossRef Wu Q, Cheng J, Guo C, Hammel DJ, Wu X. Socio-spatial differentiation and residential segregation in the Chinese city based on the 2000 community-level census data: a case study of inner city of Nanjing. Cities: Int J Urban Policy Plan. 2014;39:109–19.CrossRef
27.
go back to reference Munoz UH, Källestål C. Geographical accessibility and spatial coverage modeling of the primary health care network in the Western Province of Rwanda. Int J Health Geogr. 2012;11:40.CrossRef Munoz UH, Källestål C. Geographical accessibility and spatial coverage modeling of the primary health care network in the Western Province of Rwanda. Int J Health Geogr. 2012;11:40.CrossRef
29.
go back to reference Simarro PP, Cecchi G, Franco JR, Paone M, Diarra A, Ruiz-Postigo JA, et al. Mapping the capacities of fixed health facilities to cover people at risk of gambiense human African trypanosomiasis. Int J Health Geogr. 2014;13:4.PubMedCentralCrossRefPubMed Simarro PP, Cecchi G, Franco JR, Paone M, Diarra A, Ruiz-Postigo JA, et al. Mapping the capacities of fixed health facilities to cover people at risk of gambiense human African trypanosomiasis. Int J Health Geogr. 2014;13:4.PubMedCentralCrossRefPubMed
30.
go back to reference Delamater PL, Messina JP, Shortridge AM, Grady SC. Measuring geographic access to health care: raster and network-based methods. Int J Health Geogr. 2012;11:15.PubMedCentralCrossRefPubMed Delamater PL, Messina JP, Shortridge AM, Grady SC. Measuring geographic access to health care: raster and network-based methods. Int J Health Geogr. 2012;11:15.PubMedCentralCrossRefPubMed
31.
go back to reference Eicher CL, Brewer CA. Dasymetric mapping and areal interpolation: implementation and evaluation. Carto and Geogr Inform Sci. 2001;2:125–38.CrossRef Eicher CL, Brewer CA. Dasymetric mapping and areal interpolation: implementation and evaluation. Carto and Geogr Inform Sci. 2001;2:125–38.CrossRef
32.
go back to reference Cheng J, Berterloni L. Measuring urban job accessibility with distance decay, competitions and diversity. J Transport Geogr. 2013;30:100–9.CrossRef Cheng J, Berterloni L. Measuring urban job accessibility with distance decay, competitions and diversity. J Transport Geogr. 2013;30:100–9.CrossRef
Metadata
Title
Spatial inequity in access to healthcare facilities at a county level in a developing country: a case study of Deqing County, Zhejiang, China
Authors
Cheng Jin
Jianquan Cheng
Yuqi Lu
Zhenfang Huang
Fangdong Cao
Publication date
01-12-2015
Publisher
BioMed Central
Published in
International Journal for Equity in Health / Issue 1/2015
Electronic ISSN: 1475-9276
DOI
https://doi.org/10.1186/s12939-015-0195-6

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