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Seasonality of primary care utilization for respiratory diseases in Ontario: A time-series analysis

BACKGROUND: Respiratory diseases represent a significant burden in primary care. Determining the temporal variation of the overall burden of respiratory diseases on the health care system and their potential causes are keys to understanding disease dynamics in populations and can contribute to the r...

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Autores principales: Moineddin, Rahim, Nie, Jason X, Domb, Gabrielle, Leong, Alan M, Upshur, Ross EG
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2515836/
https://www.ncbi.nlm.nih.gov/pubmed/18662391
http://dx.doi.org/10.1186/1472-6963-8-160
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author Moineddin, Rahim
Nie, Jason X
Domb, Gabrielle
Leong, Alan M
Upshur, Ross EG
author_facet Moineddin, Rahim
Nie, Jason X
Domb, Gabrielle
Leong, Alan M
Upshur, Ross EG
author_sort Moineddin, Rahim
collection PubMed
description BACKGROUND: Respiratory diseases represent a significant burden in primary care. Determining the temporal variation of the overall burden of respiratory diseases on the health care system and their potential causes are keys to understanding disease dynamics in populations and can contribute to the rational management of health care resources. METHODS: A retrospective, cross-sectional time series analysis was used to assess the presence and strength of seasonal and temporal patterns in primary care visits for respiratory diseases in Ontario, Canada, for a 10-year period from January 1, 1992 to December 31, 2002. Data were extracted from the Ontario Health Insurance Plan database for people who had diagnosis codes for chronic obstructive pulmonary disease, asthma, pneumonia, or upper respiratory tract infections. RESULTS: The results illustrate a clear seasonal pattern in visits to primary care physicians for all respiratory conditions, with a threefold increase in visits during the winter. Age and sex-specific rates show marked increases in visits of young children and in female adults. Multivariate time series methods quantified the interactions among primary care visits, and Granger causality criterion test showed that the respiratory syncytial virus (RSV) and influenza virus influenced asthma (p = 0.0060), COPD (p = 0.0038), pneumonia (p = 0.0001), and respiratory diseases (p = 0.0001). CONCLUSION: Primary care visits for respiratory diseases have clear predictable seasonal patterns, driven primarily by viral circulations. Winter visits are threefold higher than summer troughs, indicating a short-term surge on primary health service demands. These findings can aid in effective allocation of resources and services based on seasonal and specific population demands.
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spelling pubmed-25158362008-08-14 Seasonality of primary care utilization for respiratory diseases in Ontario: A time-series analysis Moineddin, Rahim Nie, Jason X Domb, Gabrielle Leong, Alan M Upshur, Ross EG BMC Health Serv Res Research Article BACKGROUND: Respiratory diseases represent a significant burden in primary care. Determining the temporal variation of the overall burden of respiratory diseases on the health care system and their potential causes are keys to understanding disease dynamics in populations and can contribute to the rational management of health care resources. METHODS: A retrospective, cross-sectional time series analysis was used to assess the presence and strength of seasonal and temporal patterns in primary care visits for respiratory diseases in Ontario, Canada, for a 10-year period from January 1, 1992 to December 31, 2002. Data were extracted from the Ontario Health Insurance Plan database for people who had diagnosis codes for chronic obstructive pulmonary disease, asthma, pneumonia, or upper respiratory tract infections. RESULTS: The results illustrate a clear seasonal pattern in visits to primary care physicians for all respiratory conditions, with a threefold increase in visits during the winter. Age and sex-specific rates show marked increases in visits of young children and in female adults. Multivariate time series methods quantified the interactions among primary care visits, and Granger causality criterion test showed that the respiratory syncytial virus (RSV) and influenza virus influenced asthma (p = 0.0060), COPD (p = 0.0038), pneumonia (p = 0.0001), and respiratory diseases (p = 0.0001). CONCLUSION: Primary care visits for respiratory diseases have clear predictable seasonal patterns, driven primarily by viral circulations. Winter visits are threefold higher than summer troughs, indicating a short-term surge on primary health service demands. These findings can aid in effective allocation of resources and services based on seasonal and specific population demands. BioMed Central 2008-07-28 /pmc/articles/PMC2515836/ /pubmed/18662391 http://dx.doi.org/10.1186/1472-6963-8-160 Text en Copyright © 2008 Moineddin et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Moineddin, Rahim
Nie, Jason X
Domb, Gabrielle
Leong, Alan M
Upshur, Ross EG
Seasonality of primary care utilization for respiratory diseases in Ontario: A time-series analysis
title Seasonality of primary care utilization for respiratory diseases in Ontario: A time-series analysis
title_full Seasonality of primary care utilization for respiratory diseases in Ontario: A time-series analysis
title_fullStr Seasonality of primary care utilization for respiratory diseases in Ontario: A time-series analysis
title_full_unstemmed Seasonality of primary care utilization for respiratory diseases in Ontario: A time-series analysis
title_short Seasonality of primary care utilization for respiratory diseases in Ontario: A time-series analysis
title_sort seasonality of primary care utilization for respiratory diseases in ontario: a time-series analysis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2515836/
https://www.ncbi.nlm.nih.gov/pubmed/18662391
http://dx.doi.org/10.1186/1472-6963-8-160
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