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Forecasts of COPD mortality in Australia: 2006-2025
BACKGROUND: Chronic Obstructive Pulmonary Disease (COPD) is currently the fifth leading cause of death in Australia, and there are marked differences in mortality trends between men and women. In this study, we have sought to model and forecast age related changes in COPD mortality over time for men...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3355029/ https://www.ncbi.nlm.nih.gov/pubmed/22353210 http://dx.doi.org/10.1186/1471-2288-12-17 |
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author | Erbas, Bircan Ullah, Shahid Hyndman, Rob J Scollo, Michelle Abramson, Michael |
author_facet | Erbas, Bircan Ullah, Shahid Hyndman, Rob J Scollo, Michelle Abramson, Michael |
author_sort | Erbas, Bircan |
collection | PubMed |
description | BACKGROUND: Chronic Obstructive Pulmonary Disease (COPD) is currently the fifth leading cause of death in Australia, and there are marked differences in mortality trends between men and women. In this study, we have sought to model and forecast age related changes in COPD mortality over time for men and women separately over the period 2006-2025. METHODS: Annual COPD death rates in Australia from 1922 to 2005 for age groups (50-54, 55-59, 60-64, 65-69, 70-74, 75-79, 80-84, 85+) were used. Functional time series models of age-specific COPD mortality rates for men and women were used, and forecasts of mortality rates were modelled separately for men and women. RESULTS: Functional time series models with four basis functions were fitted to each population separately. Twenty-year forecasts were computed, and indicated an overall decline. This decline may be slower for women than for men. By age, we expect similar rates of decline in men over time. In contrast, for women, forecasts for the age group 75-79 years suggest less of a decline over time compared to younger age groups. CONCLUSIONS: By using a new method to predict age-specific trends in COPD mortality over time, this study provides important insights into at-risk age groups for men and women separately, which has implications for policy and program development. |
format | Online Article Text |
id | pubmed-3355029 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-33550292012-05-18 Forecasts of COPD mortality in Australia: 2006-2025 Erbas, Bircan Ullah, Shahid Hyndman, Rob J Scollo, Michelle Abramson, Michael BMC Med Res Methodol Research Article BACKGROUND: Chronic Obstructive Pulmonary Disease (COPD) is currently the fifth leading cause of death in Australia, and there are marked differences in mortality trends between men and women. In this study, we have sought to model and forecast age related changes in COPD mortality over time for men and women separately over the period 2006-2025. METHODS: Annual COPD death rates in Australia from 1922 to 2005 for age groups (50-54, 55-59, 60-64, 65-69, 70-74, 75-79, 80-84, 85+) were used. Functional time series models of age-specific COPD mortality rates for men and women were used, and forecasts of mortality rates were modelled separately for men and women. RESULTS: Functional time series models with four basis functions were fitted to each population separately. Twenty-year forecasts were computed, and indicated an overall decline. This decline may be slower for women than for men. By age, we expect similar rates of decline in men over time. In contrast, for women, forecasts for the age group 75-79 years suggest less of a decline over time compared to younger age groups. CONCLUSIONS: By using a new method to predict age-specific trends in COPD mortality over time, this study provides important insights into at-risk age groups for men and women separately, which has implications for policy and program development. BioMed Central 2012-02-21 /pmc/articles/PMC3355029/ /pubmed/22353210 http://dx.doi.org/10.1186/1471-2288-12-17 Text en Copyright ©2012 Erbas 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 Erbas, Bircan Ullah, Shahid Hyndman, Rob J Scollo, Michelle Abramson, Michael Forecasts of COPD mortality in Australia: 2006-2025 |
title | Forecasts of COPD mortality in Australia: 2006-2025 |
title_full | Forecasts of COPD mortality in Australia: 2006-2025 |
title_fullStr | Forecasts of COPD mortality in Australia: 2006-2025 |
title_full_unstemmed | Forecasts of COPD mortality in Australia: 2006-2025 |
title_short | Forecasts of COPD mortality in Australia: 2006-2025 |
title_sort | forecasts of copd mortality in australia: 2006-2025 |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3355029/ https://www.ncbi.nlm.nih.gov/pubmed/22353210 http://dx.doi.org/10.1186/1471-2288-12-17 |
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