Defining catchment boundaries and their populations for Aotearoa New Zealand’s rural hospitals
Jesse Whitehead 1 * , Katharina Blattner 1 2 , Rory Miller 1 3 , Sue Crengle 4 , Stephen Ram 5 , Xaviour Walker 6 7 , Garry Nixon 1 81 Department of General Practice and Rural Health, University of Otago, Dunedin, New Zealand.
2 Rawene Hospital, Hauora Hokianga, Northland, New Zealand.
3 Thames Hospital, Te Whatu Ora Health New Zealand – Waikato, Hauraki, New Zealand.
4 (Kāi Tahu, Kāti Māmoe, Waitaha) Ngai Tahu Maori Health Research Unit, Division of Health Sciences, University of Otago, Dunedin, New Zealand.
5 Tokoroa Hospital, Te Whatu Ora Health New Zealand, Waikato District, Tokoroa, New Zealand.
6 Department of Medicine, Otago Medical School, University of Otago, Dunedin, New Zealand.
7 Division of Health Sciences, University of Otago, Dunedin, New Zealand.
8 Dunstan Hospital, Central Otago Health Services, Clyde, New Zealand.
Journal of Primary Health Care 15(1) 14-23 https://doi.org/10.1071/HC22133
Published: 23 March 2023
© 2023 The Author(s) (or their employer(s)). Published by CSIRO Publishing on behalf of The Royal New Zealand College of General Practitioners. This is an open access article distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (CC BY-NC-ND)
Abstract
Introduction: There is considerable variation in the structure and resources of New Zealand (NZ) rural hospitals; however, these have not been recently quantified and their effects on healthcare outcomes are poorly understood. Importantly, there is no standardised description of each rural hospital’s catchment boundary and the characteristics of the population living within this area.
Aim: To define and describe a catchment population for each of New Zealand’s rural hospitals.
Methods: An exploratory approach to developing catchments was employed. Geographic Information Systems were used to develop drive-time-based geographic catchments, and administrative health data (National Minimum Data Set and Primary Health Organisation Data Set) informed service utilisation-based catchments. Catchments were defined at both the Statistical Area 2 (SA2) and domicile levels, and linked to census-based population data, the Geographic Classification for Health, and the area-level New Zealand Index of Socioeconomic Deprivation (NZDep2018).
Results: Our results highlight considerable heterogeneity in the size (max: 57 564, min: 5226) and characteristics of populations served by rural hospitals. Substantial differences in the age structure, ethnic composition, socio-economic profile, ‘remoteness’ and projected future populations, are noted.
Discussion: In providing a standardised description of each rural hospital’s catchment boundary and its population characteristics, the considerable heterogeneity of the communities served by rural hospitals, both in size, rurality and socio-demographic characteristics, is highlighted. The findings provide a platform on which to build further research regarding NZ’s rural hospitals and inform the delivery of high-quality, cost-effective and equitable health care for people living in rural NZ.
Keywords: catchment populations, Geographic classification for health, geography, health services, rural communities, rural health, rural health inequities, rural hospitals.
References
[1] Whitehead J, Davie G, de Graaf B, et al. The Geographic Classification for Health: Methodology and Classification report, May 2021. Available at https://blogs.otago.ac.nz/rural‐urbannz/files/2021/07/The‐Geographic‐Classification‐for‐Health‐Methodology‐and‐Classification‐Report‐May‐2021.pdf[2] Royal New Zealand College of General Practitioners (RNZCGP). Division of Rural Hospital Medicine Training Programme Handbook. Wellington: RNZCGP; 2020.
[3] Pitchforth E, Nolte E, Corbett J, et al. Community hospitals and their services in the NHS: identifying transferable learning from international developments – scoping review, systematic review, country reports and case studies. Health Serv Deliv Res 2017; 5 1–220.
| Community hospitals and their services in the NHS: identifying transferable learning from international developments – scoping review, systematic review, country reports and case studies.Crossref | GoogleScholarGoogle Scholar |
[4] Nolte E, Corbett J, Fattore G, et al. Understanding the role of community hospitals: an analysis of experiences in five countries: Ellen Nolte. Eur J Public Health 2016; 26 ckw164.069
| Understanding the role of community hospitals: an analysis of experiences in five countries: Ellen Nolte.Crossref | GoogleScholarGoogle Scholar |
[5] Vaughan L, Edwards N. The problems of smaller, rural and remote hospitals: separating facts from fiction. Future Healthc J 2020; 7 38
| The problems of smaller, rural and remote hospitals: separating facts from fiction.Crossref | GoogleScholarGoogle Scholar |
[6] Blattner K, Clay L, Miller R, et al. New Zealand’s rural hospitals in 2021: findings from an exploratory questionnaire survey. J Prim Health Care 2022; 14 254–8.
| New Zealand’s rural hospitals in 2021: findings from an exploratory questionnaire survey.Crossref | GoogleScholarGoogle Scholar |
[7] Health and Disability System Review. Health and Disability System Review - Interim Report. Hauora Manaaki Ki Aotearoa Whānui. Wellington: HDSR; 2019.
[8] Schuurman N, Fiedler RS, Grzybowski SC, et al. Defining rational hospital catchments for non-urban areas based on travel-time. Int J Health Geogr 2006; 5 43
| Defining rational hospital catchments for non-urban areas based on travel-time.Crossref | GoogleScholarGoogle Scholar |
[9] Alegana VA, Khazenzi C, Akech SO, et al. Estimating hospital catchments from in-patient admission records: a spatial statistical approach applied to malaria. Sci Rep 2020; 10 1324
| Estimating hospital catchments from in-patient admission records: a spatial statistical approach applied to malaria.Crossref | GoogleScholarGoogle Scholar |
[10] Whitehead J, Pearson AL, Lawrenson R, et al. Defining general practitioner and population catchments for spatial equity studies using patient enrolment data in Waikato, New Zealand. Appl Geogr 2020; 115 102137
| Defining general practitioner and population catchments for spatial equity studies using patient enrolment data in Waikato, New Zealand.Crossref | GoogleScholarGoogle Scholar |
[11] Jackson JE. Priviledge and place: an exploratory study about healthcare bypass behavior. Provo, UT, USA: Brigham Young University; 2020.
[12] Whitehead J, Pearson AL, Lawrenson R, et al. Spatial equity and realised access to healthcare-a geospatial analysis of general practitioner enrolments in Waikato, New Zealand. Rural Remote Health 2019; 19 5349
| Spatial equity and realised access to healthcare-a geospatial analysis of general practitioner enrolments in Waikato, New Zealand.Crossref | GoogleScholarGoogle Scholar |
[13] Whitehead J, Davie G, de Graaf B, et al. Defining rural in Aotearoa New Zealand: a novel geographic classification for health purposes. N Z Med J 2022; 135 22–38.
[14] Statistics New Zealand. Age and sex by ethnic group (grouped total responses), for census usually resident population counts, 2006, 2013, and 2018 Censuses (RC, TA, SA2, DHB). 2022. Available at https://nzdotstat.stats.govt.nz/WBOS/Index.aspx?DataSetCode=TABLECODE8277
[15] Statistics New Zealand. Statistical area 2 population projections, by age and sex, 2018(base)-2048. 2022. Available at https://nzdotstat.stats.govt.nz/WBOS/Index.aspx?DataSetCode=TABLECODE7991
[16] Atkinson J, Salmond CE, Crampton P. NZDep2018 Index of Deprivation. 2020. Available at https://www.otago.ac.nz/wellington/otago823833.pdf
[17] Ministry of Health. Facility code table. 2022. Available at https://www.health.govt.nz/nz-health-statistics/data-references/code-tables/common-code-tables/facility-code-table
[18] Statistics New Zealand. Geographic Data Service. 2022. Available at https://datafinder.stats.govt.nz/
[19] Statistics New Zealand. Geographic Areas File 2020. 2020. Available at https://datafinder.stats.govt.nz/table/104285-geographic-areas-file-2020/data/
[20] Land Information New Zealand. NZ Street Address. 2021. Available at https://data.linz.govt.nz/layer/53353-nz-street-address/
[21] Beere P. Creating a road network analysis layer with travel time estimates using open-source data. New Zealand: GeoHealth Laboratory; 2016.
[22] Alford-Teaster J, Lange JM, Hubbard RA, et al. Is the closest facility the one actually used? An assessment of travel time estimation based on mammography facilities. Int J Health Geogr 2016; 15 8
| Is the closest facility the one actually used? An assessment of travel time estimation based on mammography facilities.Crossref | GoogleScholarGoogle Scholar |
[23] Sofianopoulou E, Rushton S, Rubin G, et al. Defining GP practice areas based on true service utilisation. Health Place 2012; 18 1248–54.
| Defining GP practice areas based on true service utilisation.Crossref | GoogleScholarGoogle Scholar |
[24] Panaretto KS, Dellit A, Hollins A, et al. Understanding patient access patterns for primary health-care services for Aboriginal and Islander people in Queensland: a geospatial mapping approach. Aust J Prim Health 2017; 23 37–45.
| Understanding patient access patterns for primary health-care services for Aboriginal and Islander people in Queensland: a geospatial mapping approach.Crossref | GoogleScholarGoogle Scholar |
[25] Robertson O, Nathan K, Howden-Chapman P, et al. Residential mobility for a national cohort of New Zealand-born children by area socioeconomic deprivation level and ethnic group. BMJ Open 2021; 11 e039706
| Residential mobility for a national cohort of New Zealand-born children by area socioeconomic deprivation level and ethnic group.Crossref | GoogleScholarGoogle Scholar |
[26] Carr PA, Bandara D, Berry S, et al. Ethnic identification complexity across generations: evidence from growing up in New Zealand. N Z Popul Rev 2017; 43 35–61.
[27] Statistics New Zealand. 2018 Census ethnic group summaries: Māori ethnic group. 2022. Available at https://www.stats.govt.nz/tools/2018-census-ethnic-group-summaries/m%C4%81ori
[28] Statistics New Zealand. 2018 Census ethnic group summaries: Pacific Peoples. 2022. Available at https://www.stats.govt.nz/tools/2018-census-ethnic-group-summaries/pacific-peoples
[29] Curtis E, Jones R, Tipene-Leach D, et al. Why cultural safety rather than cultural competency is required to achieve health equity: a literature review and recommended definition. Int J Equity Health 2019; 18 174
| Why cultural safety rather than cultural competency is required to achieve health equity: a literature review and recommended definition.Crossref | GoogleScholarGoogle Scholar |