Geospatial distribution of tertiary hospitals across Australian cities
Mazen Baazeem A B * , Estie Kruger A and Marc Tennant AA International Research Collaborative – Oral Health and Equity, The University of Western Australia, Crawley, WA, Australia.
B Ministry of Health - Maternity and Children’s Hospital, Makkah, Saudi Arabia.
Australian Health Review 47(3) 379-385 https://doi.org/10.1071/AH22281
Submitted: 15 September 2022 Accepted: 22 April 2023 Published: 15 May 2023
© 2023 The Author(s) (or their employer(s)). Published by CSIRO Publishing on behalf of AHHA.
Abstract
Objective This study aimed to map the geographic distribution of tertiary hospitals in Australia’s most populous cities. Good access to hospital facilities improves the health and welfare of a community. The use of geographic information system (GIS) technology can assist in understanding spacial accessibility to services.
Methods Using Quantum GIS, a geodatabase was constructed to incorporate hospital locations and demographic distribution data throughout Australia’s 20 most populous cities. Data on the population’s age groups were integrated into the geodatabase to investigate the distribution of age groups and their utilisation of access to emergency departments in tertiary public health care. Overall this study reported the geospatial distribution of 89 tertiary hospitals and the demographics of the population in areas around these hospitals.
Results The majority of hospitals were located in the three most populated cities of New South Wales (NSW), Sydney, Wollongong and Newcastle, which contain a total of 32 hospitals, with 23 (72%) of the hospitals in Sydney. There were 7.8, 24.0, 53.4 and 81.0% of the population in NSW within 1.5, 3, 6 and 50 km of the hospitals, respectively. The second-highest number of hospitals was in Victoria (n = 22), with 18 (82%) hospitals located in Melbourne. This was followed by Queensland (n = 14), with eight (57%) hospitals located in Brisbane.
Conclusions The results indicate that 82.2% of the Australian population lives within a 50 km radius of a tertiary hospital, with NSW having higher age distribution percentages than the other states. The results of this study could be used to locate and improve areas of need with a high burden of disease and low accessibility to healthcare services.
Keywords: accessibility to healthcare, Australia, equity, geospatial distribution, GIS, public health, population health, rural and remote health, tertiary hospitals.
References
[1] Sharmin N, Neema M. A GIS-based multi-criteria analysis to site appropriate locations of hospitals in Dhaka City. Hospital 2013; 8 1–37.[2] Langford M, Higgs G. Measuring potential access to primary healthcare services: the influence of alternative spatial representations of population. Prof Geogr 2006; 58 294–306.
| Measuring potential access to primary healthcare services: the influence of alternative spatial representations of population.Crossref | GoogleScholarGoogle Scholar |
[3] Linard C, Gilbert M, Snow RW, Noor AM, Tatem AJ. Population distribution, settlement patterns and accessibility across Africa in 2010. PLoS One 2012; 7 e31743
| Population distribution, settlement patterns and accessibility across Africa in 2010.Crossref | GoogleScholarGoogle Scholar |
[4] Perry B, Gesler W. Physical access to primary health care in Andean Bolivia. Soc Sci Med 2000; 50 1177–88.
| Physical access to primary health care in Andean Bolivia.Crossref | GoogleScholarGoogle Scholar |
[5] Sandison B. Australian Institute of Health and Welfare. Impact 2018; 2018 80–1.
| Australian Institute of Health and Welfare.Crossref | GoogleScholarGoogle Scholar |
[6] Maung HH. What’s my age again? Age categories as interactive kinds. Hist Philos Life Sci 2021; 43 36
| What’s my age again? Age categories as interactive kinds.Crossref | GoogleScholarGoogle Scholar |
[7] van Gaans D, Dent E. Issues of accessibility to health services by older Australians: a review. Public Health Rev 2018; 39 20
| Issues of accessibility to health services by older Australians: a review.Crossref | GoogleScholarGoogle Scholar |
[8] Viner RM, Ozer EM, Denny S, Marmot M, Resnick M, Fatusi A, et al. Adolescence and the social determinants of health. Lancet 2012; 379 1641–52.
| Adolescence and the social determinants of health.Crossref | GoogleScholarGoogle Scholar |
[9] Hashemi S, Kruger E, Tennant M. The geographic distribution of podiatrists in Perth, Western Australia. Foot Ankle Online J 2020; 13 5
| The geographic distribution of podiatrists in Perth, Western Australia.Crossref | GoogleScholarGoogle Scholar |
[10] Jo O, Kruger E, Tennant M. Geospatial analysis of the urban and rural/remote distribution of dental services in Scotland, Wales and Northern Ireland. Int Dent J 2020; 70 444–54.
| Geospatial analysis of the urban and rural/remote distribution of dental services in Scotland, Wales and Northern Ireland.Crossref | GoogleScholarGoogle Scholar |
[11] Zainab UI, Kruger E, Tennant M. Major metropolis rail system access to dental care for the retired and elderly: a high-resolution geographic study of Sydney, Australia. Gerodontology 2015; 32 302–8.
| Major metropolis rail system access to dental care for the retired and elderly: a high-resolution geographic study of Sydney, Australia.Crossref | GoogleScholarGoogle Scholar |
[12] Bruhn JD, Williams KA, Aghababian R. True costs of air medical vs. ground ambulance systems. Air Med J 1993; 12 262–8.
| True costs of air medical vs. ground ambulance systems.Crossref | GoogleScholarGoogle Scholar |
[13] Daberkow SG. Location and cost of ambulances serving a rural area. Health Serv Res 1977; 12 299–311.
[14] He J, Hou X-y, Toloo S, Patrick JR, Gerald GF. Demand for hospital emergency departments: a conceptual understanding. World J Emerg Med 2011; 2 253–61.
| Demand for hospital emergency departments: a conceptual understanding.Crossref | GoogleScholarGoogle Scholar |
[15] Morganti KG, Bauhoff S, Blanchard JC, Abir M, Iyer N, Smith A, et al. The Evolving Role of Emergency Departments in the United States. Rand Health Q 2013; 3 3
[16] Department of Health. Hospitals. Canberra: Commonwealth of Australia; 2022. Available at https://www1.health.gov.au/internet/main/publishing.nsf/Content/hospitals2.htm
[17] Kruger E, Tennant M, George R. Application of geographic information systems to the analysis of private dental practices distribution in Western Australia. Rural Remote Health 2011; 11 1736
| Application of geographic information systems to the analysis of private dental practices distribution in Western Australia.Crossref | GoogleScholarGoogle Scholar |
[18] Guagliardo MF. Spatial accessibility of primary care: concepts, methods and challenges. Int J Health Geogr 2004; 3 3
| Spatial accessibility of primary care: concepts, methods and challenges.Crossref | GoogleScholarGoogle Scholar |
[19] Australian Bureau of Statistics. 2024.0–Census of Population and Housing: Australia Revealed, 2016. 2016. Available at https://www.abs.gov.au/ausstats/abs@.nsf/mf/2024.0
[20] Chen K, McAneney J. High-resolution estimates of Australia’s coastal population. Geophys Res Lett 2006; 33 L16601
| High-resolution estimates of Australia’s coastal population.Crossref | GoogleScholarGoogle Scholar |
[21] Langford SA. The Royal Flying Doctor Service of Australia. Med J Aust 1994; 161 91–4.
| The Royal Flying Doctor Service of Australia.Crossref | GoogleScholarGoogle Scholar |
[22] Ziv A, Boulet JR, Slap GB. Emergency Department Utilization by Adolescents in the United States. Pediatrics 1998; 101 987–94.
| Emergency Department Utilization by Adolescents in the United States.Crossref | GoogleScholarGoogle Scholar |
[23] Fowler D, Middleton P, Lim S. Extending floating catchment area methods to estimate future hospital bed capacity requirements. Spat Spatiotemporal Epidemiol 2022; 43 100544
| Extending floating catchment area methods to estimate future hospital bed capacity requirements.Crossref | GoogleScholarGoogle Scholar |
[24] Australian Medical Association. Public hospitals: Cycle of crisis. Australian Medical Association; 2021.
[25] Islam MI, Freeman J, Chadwick V, Martiniuk A. Impact of COVID-19 on healthcare access for Australian adolescents and young adults. medRxiv 2021;
| Impact of COVID-19 on healthcare access for Australian adolescents and young adults.Crossref | GoogleScholarGoogle Scholar |
[26] Andrew E, Nehme Z, Stephenson M, Walker T, Smith K. The Impact of the COVID-19 Pandemic on Demand for Emergency Ambulances in Victoria, Australia. Prehosp Emerg Care 2022; 26 23–9.
| The Impact of the COVID-19 Pandemic on Demand for Emergency Ambulances in Victoria, Australia.Crossref | GoogleScholarGoogle Scholar |
[27] Davey M. Emergency overload: how Covid exposed Australia’s straining hospital system. The Guardian, 15 May 2022. Available at https://www.theguardian.com/australia-news/2022/may/15/emergency-overload-how-covid-exposed-australias-straining-hospital-system
[28] Stobart A, Duckett S. Australia’s Response to COVID-19. Health Econ Policy Law 2022; 17 95–106.
| Australia’s Response to COVID-19.Crossref | GoogleScholarGoogle Scholar |
[29] The Senate. Select Committee on COVID-19: First interim report. Canberra Parliament House; 2020.
[30] United Nations. Transforming Our World: The 2030 Agenda for Sustainable Development. New York: United Nations; 2015.
[31] Chen BY, Cheng X-P, Kwan M-P, Schwanen T. Evaluating spatial accessibility to healthcare services under travel time uncertainty: A reliability-based floating catchment area approach. J Transp Geogr 2020; 87 102794
| Evaluating spatial accessibility to healthcare services under travel time uncertainty: A reliability-based floating catchment area approach.Crossref | GoogleScholarGoogle Scholar |