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Social determinants and spatio-temporal variation of Ischemic Heart Disease in Manitoba
INTRODUCTION: The aim was to study any spatial and/or temporal patterns of ischemic heart disease (IHD) prevalence and measure the effects of selected social determinants on these spatial and space-time patterns. METHODS: Data were obtained from the Population Research Data Repository housed at the...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8717667/ https://www.ncbi.nlm.nih.gov/pubmed/34969375 http://dx.doi.org/10.1186/s12889-021-12369-1 |
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author | Dyck, Justin Tate, Robert Uhanova, Julia Torabi, Mahmoud |
author_facet | Dyck, Justin Tate, Robert Uhanova, Julia Torabi, Mahmoud |
author_sort | Dyck, Justin |
collection | PubMed |
description | INTRODUCTION: The aim was to study any spatial and/or temporal patterns of ischemic heart disease (IHD) prevalence and measure the effects of selected social determinants on these spatial and space-time patterns. METHODS: Data were obtained from the Population Research Data Repository housed at the Manitoba Centre for Health Policy to identify persons who were diagnosed with IHD between 1995 and 2018. These persons were geocoded to 96 geographic regions of Manitoba. An area-level socioeconomic factor index (SEFI-2) and the proportion of the population who was Indigenous were calculated for each geographic region using the 2016 Canadian Census data. Associations between these factors and IHD prevalence were measured using Bayesian spatial Poisson regression models. Temporal trends and spatio-temporal trends were measured using Bayesian spatio-temporal Poisson regression models. RESULTS: Univariable models showed a significant association with increased regional Indigenous population proportion associated with a higher prevalence of IHD (RR: 0.07, 95% CredInt: (0.05, 0.10)) and for SEFI-2 (RR: 0.17, 95% CredInt: (0.11, 0.23)). Using a multivariable model, after accounting for the proportion of the population that was Indigenous, there was no evidence of an association between IHD prevalence and area-level socioeconomic factor. Spatio-temporal models showed no significant overall temporal trend in IHD prevalence, but there were significant spatially varying temporal trends within the 96 regions. CONCLUSIONS: Association between Indigenous population proportion and IHD is consistent with previous research. No significant overall temporal trend was measured. However, regions with significantly increasing trends and significantly decreasing trends in IHD prevalence were identified. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-021-12369-1. |
format | Online Article Text |
id | pubmed-8717667 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-87176672022-01-05 Social determinants and spatio-temporal variation of Ischemic Heart Disease in Manitoba Dyck, Justin Tate, Robert Uhanova, Julia Torabi, Mahmoud BMC Public Health Research INTRODUCTION: The aim was to study any spatial and/or temporal patterns of ischemic heart disease (IHD) prevalence and measure the effects of selected social determinants on these spatial and space-time patterns. METHODS: Data were obtained from the Population Research Data Repository housed at the Manitoba Centre for Health Policy to identify persons who were diagnosed with IHD between 1995 and 2018. These persons were geocoded to 96 geographic regions of Manitoba. An area-level socioeconomic factor index (SEFI-2) and the proportion of the population who was Indigenous were calculated for each geographic region using the 2016 Canadian Census data. Associations between these factors and IHD prevalence were measured using Bayesian spatial Poisson regression models. Temporal trends and spatio-temporal trends were measured using Bayesian spatio-temporal Poisson regression models. RESULTS: Univariable models showed a significant association with increased regional Indigenous population proportion associated with a higher prevalence of IHD (RR: 0.07, 95% CredInt: (0.05, 0.10)) and for SEFI-2 (RR: 0.17, 95% CredInt: (0.11, 0.23)). Using a multivariable model, after accounting for the proportion of the population that was Indigenous, there was no evidence of an association between IHD prevalence and area-level socioeconomic factor. Spatio-temporal models showed no significant overall temporal trend in IHD prevalence, but there were significant spatially varying temporal trends within the 96 regions. CONCLUSIONS: Association between Indigenous population proportion and IHD is consistent with previous research. No significant overall temporal trend was measured. However, regions with significantly increasing trends and significantly decreasing trends in IHD prevalence were identified. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-021-12369-1. BioMed Central 2021-12-30 /pmc/articles/PMC8717667/ /pubmed/34969375 http://dx.doi.org/10.1186/s12889-021-12369-1 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://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 Dyck, Justin Tate, Robert Uhanova, Julia Torabi, Mahmoud Social determinants and spatio-temporal variation of Ischemic Heart Disease in Manitoba |
title | Social determinants and spatio-temporal variation of Ischemic Heart Disease in Manitoba |
title_full | Social determinants and spatio-temporal variation of Ischemic Heart Disease in Manitoba |
title_fullStr | Social determinants and spatio-temporal variation of Ischemic Heart Disease in Manitoba |
title_full_unstemmed | Social determinants and spatio-temporal variation of Ischemic Heart Disease in Manitoba |
title_short | Social determinants and spatio-temporal variation of Ischemic Heart Disease in Manitoba |
title_sort | social determinants and spatio-temporal variation of ischemic heart disease in manitoba |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8717667/ https://www.ncbi.nlm.nih.gov/pubmed/34969375 http://dx.doi.org/10.1186/s12889-021-12369-1 |
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