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Rural–Urban Differences in Non-Local Primary Care Utilization among People with Osteoarthritis: The Role of Area-Level Factors

The utilization of non-local primary care physicians (PCP) is a key primary care indicator identified by Alberta Health to support evidence-based healthcare planning. This study aims to identify area-level factors that are significantly associated with non-local PCP utilization and to examine if the...

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Autores principales: Liu, Xiaoxiao, Seidel, Judy E., McDonald, Terrence, Waters, Nigel, Patel, Alka B., Shahid, Rizwan, Bertazzon, Stefania, Marshall, Deborah A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9180262/
https://www.ncbi.nlm.nih.gov/pubmed/35681975
http://dx.doi.org/10.3390/ijerph19116392
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author Liu, Xiaoxiao
Seidel, Judy E.
McDonald, Terrence
Waters, Nigel
Patel, Alka B.
Shahid, Rizwan
Bertazzon, Stefania
Marshall, Deborah A.
author_facet Liu, Xiaoxiao
Seidel, Judy E.
McDonald, Terrence
Waters, Nigel
Patel, Alka B.
Shahid, Rizwan
Bertazzon, Stefania
Marshall, Deborah A.
author_sort Liu, Xiaoxiao
collection PubMed
description The utilization of non-local primary care physicians (PCP) is a key primary care indicator identified by Alberta Health to support evidence-based healthcare planning. This study aims to identify area-level factors that are significantly associated with non-local PCP utilization and to examine if these associations vary between rural and urban areas. We examined rural–urban differences in the associations between non-local PCP utilization and area-level factors using multivariate linear regression and geographically weighted regression (GWR) models. Global Moran’s I and Gi* hot spot analyses were applied to identify spatial autocorrelation and hot spots/cold spots of non-local PCP utilization. We observed significant rural–urban differences in the non-local PCP utilization. Both GWR and multivariate linear regression model identified two significant factors (median travel time and percentage of low-income families) with non-local PCP utilization in both rural and urban areas. Discontinuity of care was significantly associated with non-local PCP in the southwest, while the percentage of people having university degree was significant in the north of Alberta. This research will help identify gaps in the utilization of local primary care and provide evidence for health care planning by targeting policies at associated factors to reduce gaps in OA primary care provision.
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spelling pubmed-91802622022-06-10 Rural–Urban Differences in Non-Local Primary Care Utilization among People with Osteoarthritis: The Role of Area-Level Factors Liu, Xiaoxiao Seidel, Judy E. McDonald, Terrence Waters, Nigel Patel, Alka B. Shahid, Rizwan Bertazzon, Stefania Marshall, Deborah A. Int J Environ Res Public Health Article The utilization of non-local primary care physicians (PCP) is a key primary care indicator identified by Alberta Health to support evidence-based healthcare planning. This study aims to identify area-level factors that are significantly associated with non-local PCP utilization and to examine if these associations vary between rural and urban areas. We examined rural–urban differences in the associations between non-local PCP utilization and area-level factors using multivariate linear regression and geographically weighted regression (GWR) models. Global Moran’s I and Gi* hot spot analyses were applied to identify spatial autocorrelation and hot spots/cold spots of non-local PCP utilization. We observed significant rural–urban differences in the non-local PCP utilization. Both GWR and multivariate linear regression model identified two significant factors (median travel time and percentage of low-income families) with non-local PCP utilization in both rural and urban areas. Discontinuity of care was significantly associated with non-local PCP in the southwest, while the percentage of people having university degree was significant in the north of Alberta. This research will help identify gaps in the utilization of local primary care and provide evidence for health care planning by targeting policies at associated factors to reduce gaps in OA primary care provision. MDPI 2022-05-24 /pmc/articles/PMC9180262/ /pubmed/35681975 http://dx.doi.org/10.3390/ijerph19116392 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Liu, Xiaoxiao
Seidel, Judy E.
McDonald, Terrence
Waters, Nigel
Patel, Alka B.
Shahid, Rizwan
Bertazzon, Stefania
Marshall, Deborah A.
Rural–Urban Differences in Non-Local Primary Care Utilization among People with Osteoarthritis: The Role of Area-Level Factors
title Rural–Urban Differences in Non-Local Primary Care Utilization among People with Osteoarthritis: The Role of Area-Level Factors
title_full Rural–Urban Differences in Non-Local Primary Care Utilization among People with Osteoarthritis: The Role of Area-Level Factors
title_fullStr Rural–Urban Differences in Non-Local Primary Care Utilization among People with Osteoarthritis: The Role of Area-Level Factors
title_full_unstemmed Rural–Urban Differences in Non-Local Primary Care Utilization among People with Osteoarthritis: The Role of Area-Level Factors
title_short Rural–Urban Differences in Non-Local Primary Care Utilization among People with Osteoarthritis: The Role of Area-Level Factors
title_sort rural–urban differences in non-local primary care utilization among people with osteoarthritis: the role of area-level factors
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9180262/
https://www.ncbi.nlm.nih.gov/pubmed/35681975
http://dx.doi.org/10.3390/ijerph19116392
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