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Geographic availability to optometry services across Canada: mapping distribution, need and self-reported use

BACKGROUND: This research investigates the distribution of optometrists in Canada relative to population health needs and self-reported use of vision services. METHODS: Optometrist locations were gathered from provincial regulatory bodies. Optometrist-to-population ratios (i.e. the number of provide...

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Autores principales: Shah, Tayyab, Milosavljevic, Stephan, Bath, Brenna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7350740/
https://www.ncbi.nlm.nih.gov/pubmed/32650762
http://dx.doi.org/10.1186/s12913-020-05499-6
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author Shah, Tayyab
Milosavljevic, Stephan
Bath, Brenna
author_facet Shah, Tayyab
Milosavljevic, Stephan
Bath, Brenna
author_sort Shah, Tayyab
collection PubMed
description BACKGROUND: This research investigates the distribution of optometrists in Canada relative to population health needs and self-reported use of vision services. METHODS: Optometrist locations were gathered from provincial regulatory bodies. Optometrist-to-population ratios (i.e. the number of providers per 10,000 people at the health region level) were then calculated. Utilization of vision care services was extracted from the Canadian Community Health Survey (CCHS) 2013–2014 question regarding self-reported contacts with optometrists or ophthalmologists. Data from the 2016 Statistics Canada census were used to create three population ‘need’ subgroups (65 years and over; low-income; and people aged 15 and over with less than a high school diploma). Cross-classification mapping compared optometrist distribution to self-reported use of vision care services in relation to need. Each variable was converted into three classes (i.e., low, moderate, and high) using a standard deviation (SD) classification scheme where ±0.5SD from the mean was considered as a cut-off. Three classes: low (< − 0.5SD), moderate (− 0.5 to 0.5SD), and high (> 0.5SD) were used for demonstrating distribution of each variable across health regions. RESULTS: A total of 5959 optometrists across ten Canadian provinces were included in this analysis. The nationwide distribution of optometrists is variable across Canada; they are predominantly concentrated in urban areas. The national mean ratio of optometrists was 1.70 optometrists per 10,000 people (range = 0.13 to 2.92). Out of 109 health regions (HRs), 26 were classified as low ratios, 51 HRs were classified as moderate ratios, and 32 HRs were high ratios. Thirty-five HRs were classified as low utilization, 39 HRs were classified as moderate, and 32 HRs as high utilization. HRs with a low optometrist ratio relative to eye care utilization and a high proportion of key sociodemographic characteristics (e.g. older age, low income) are located throughout Canada and identified with maps indicating areas of likely greater need for optometry services. CONCLUSION: This research provides a nationwide overview of vision care provided by optometrists identifying gaps in geographic availability relative to “supply” and “need” factors. This examination of variation in accessibility to optometric services will be useful to inform workforce planning and policies.
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spelling pubmed-73507402020-07-14 Geographic availability to optometry services across Canada: mapping distribution, need and self-reported use Shah, Tayyab Milosavljevic, Stephan Bath, Brenna BMC Health Serv Res Research Article BACKGROUND: This research investigates the distribution of optometrists in Canada relative to population health needs and self-reported use of vision services. METHODS: Optometrist locations were gathered from provincial regulatory bodies. Optometrist-to-population ratios (i.e. the number of providers per 10,000 people at the health region level) were then calculated. Utilization of vision care services was extracted from the Canadian Community Health Survey (CCHS) 2013–2014 question regarding self-reported contacts with optometrists or ophthalmologists. Data from the 2016 Statistics Canada census were used to create three population ‘need’ subgroups (65 years and over; low-income; and people aged 15 and over with less than a high school diploma). Cross-classification mapping compared optometrist distribution to self-reported use of vision care services in relation to need. Each variable was converted into three classes (i.e., low, moderate, and high) using a standard deviation (SD) classification scheme where ±0.5SD from the mean was considered as a cut-off. Three classes: low (< − 0.5SD), moderate (− 0.5 to 0.5SD), and high (> 0.5SD) were used for demonstrating distribution of each variable across health regions. RESULTS: A total of 5959 optometrists across ten Canadian provinces were included in this analysis. The nationwide distribution of optometrists is variable across Canada; they are predominantly concentrated in urban areas. The national mean ratio of optometrists was 1.70 optometrists per 10,000 people (range = 0.13 to 2.92). Out of 109 health regions (HRs), 26 were classified as low ratios, 51 HRs were classified as moderate ratios, and 32 HRs were high ratios. Thirty-five HRs were classified as low utilization, 39 HRs were classified as moderate, and 32 HRs as high utilization. HRs with a low optometrist ratio relative to eye care utilization and a high proportion of key sociodemographic characteristics (e.g. older age, low income) are located throughout Canada and identified with maps indicating areas of likely greater need for optometry services. CONCLUSION: This research provides a nationwide overview of vision care provided by optometrists identifying gaps in geographic availability relative to “supply” and “need” factors. This examination of variation in accessibility to optometric services will be useful to inform workforce planning and policies. BioMed Central 2020-07-10 /pmc/articles/PMC7350740/ /pubmed/32650762 http://dx.doi.org/10.1186/s12913-020-05499-6 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research Article
Shah, Tayyab
Milosavljevic, Stephan
Bath, Brenna
Geographic availability to optometry services across Canada: mapping distribution, need and self-reported use
title Geographic availability to optometry services across Canada: mapping distribution, need and self-reported use
title_full Geographic availability to optometry services across Canada: mapping distribution, need and self-reported use
title_fullStr Geographic availability to optometry services across Canada: mapping distribution, need and self-reported use
title_full_unstemmed Geographic availability to optometry services across Canada: mapping distribution, need and self-reported use
title_short Geographic availability to optometry services across Canada: mapping distribution, need and self-reported use
title_sort geographic availability to optometry services across canada: mapping distribution, need and self-reported use
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7350740/
https://www.ncbi.nlm.nih.gov/pubmed/32650762
http://dx.doi.org/10.1186/s12913-020-05499-6
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