Methods for estimating the case fatality ratio for a novel, emerging infectious disease

被引:158
作者
Ghani, AC
Donnelly, CA
Cox, DR
Griffin, JT
Fraser, C
Lam, TH
Ho, LM
Chan, WS
Anderson, RM
Hedley, AJ
Leung, GM
机构
[1] Univ London Imperial Coll Sci Technol & Med, Dept Infect Dis Epidemiol, London, England
[2] Univ Oxford Nuffield Coll, Oxford OX1 1NF, England
[3] Univ Hong Kong, Dept Community Med, Hong Kong, Hong Kong, Peoples R China
[4] Univ Hong Kong, Dept Stat & Actuarial Sci, Hong Kong, Hong Kong, Peoples R China
关键词
case-fatality ratio; Kaplan-Meier estimator; SARS virus; survival analysis;
D O I
10.1093/aje/kwi230
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
During the course of an epidemic of a potentially fatal disease, it is important that the case fatality ratio be well estimated. The authors propose a novel method for doing so based on the Kaplan-Meier survival procedure, jointly considering two outcomes (death and recovery), and evaluate its performance by using data from the 2003 epidemic of severe acute respiratory syndrome in Hong Kong, People's Republic of China. They compare this estimate obtained at various points in the epidemic with the case fatality ratio eventually observed; with two commonly quoted, naive estimates derived from cumulative incidence and mortality statistics at single time points; and with estimates in which a parametric mixture model is used. They demonstrate the importance of patient characteristics regarding outcome by analyzing subgroups defined by age at admission to the hospital.
引用
收藏
页码:479 / 486
页数:8
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