Forecasts of COPD mortality in Australia: 2006-2025

被引:19
作者
Erbas, Bircan [1 ]
Ullah, Shahid [2 ]
Hyndman, Rob J. [3 ]
Scollo, Michelle [4 ]
Abramson, Michael [5 ]
机构
[1] La Trobe Univ, Sch Publ Hlth, Bundoora, Vic 3086, Australia
[2] Flinders Univ S Australia, Sch Med, Flinders Ctr Epidemiol & Biostat, Bedford Pk, SA 5042, Australia
[3] Monash Univ, Dept Econometr & Business Stat, Clayton, Vic 3800, Australia
[4] Canc Council Victoria, VicHlth Ctr Tobacco Control, Carlton, Vic 3053, Australia
[5] Monash Univ, Alfred Hosp, Sch Publ Hlth & Prevent Med, Melbourne, Vic 3004, Australia
关键词
COPD mortality; Functional data analysis; Tobacco consumption; Forecasting; OBSTRUCTIVE PULMONARY-DISEASE; TRENDS; GENDER; GUIDELINES; BURDEN; RATES; MODEL;
D O I
10.1186/1471-2288-12-17
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
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.
引用
收藏
页数:9
相关论文
共 30 条
[1]   COPDX: an update of guidelines for the management obstructive pulmonary disease with a review of recent [J].
Abramson, Michael J. ;
Crockett, Alan J. ;
Frith, Peter A. ;
McDonald, Christine F. .
MEDICAL JOURNAL OF AUSTRALIA, 2006, 184 (07) :342-345
[2]  
[Anonymous], 2003, Semiparametric Regression
[3]  
[Anonymous], 1997, FUNCTIONAL DATA ANAL
[4]  
[Anonymous], 1962, CA-CANCER J CLIN
[5]  
[Anonymous], 1964, Smoking and Health. Report of the Advisory Committee to the Surgeon General of the Public Health Service
[6]  
[Anonymous], 1996, Smooting Methods in Statistics
[7]  
Australian Government Institute of Health and Welfare, 2005, GEN REC INC MORT GRI
[8]  
Australian Government Institute of Health and Welfare, 2008, AUSTR HLTH 2008
[9]   Gender bias in the diagnosis of COPD [J].
Chapman, KR ;
Tashkin, DP ;
Pye, DJ .
CHEST, 2001, 119 (06) :1691-1695
[10]   The impact of aging and smoking of the future burden of chronic obstructive pulmonary disease -: A model analysis in the Netherlands [J].
Feenstra, TL ;
van Genugten, MLL ;
Hoogenveen, RT ;
Wouters, EF ;
Rutten-van Mölken, MPMH .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2001, 164 (04) :590-596