Using time series analysis in epidemiological studies

被引:335
作者
Ferreira Antunes, Jose Leopoldo [1 ]
Alves Cardoso, Maria Regina [1 ]
机构
[1] Univ Sao Paulo, Fac Saude Publ, Dept Epidemiol, Sao Paulo, SP, Brazil
来源
EPIDEMIOLOGIA E SERVICOS DE SAUDE | 2015年 / 24卷 / 03期
关键词
Uses of Epidemiology; Time Series Studies; Health Statistics/trends; Seasonal Variations;
D O I
10.5123/S1679-49742015000300024
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
This paper aims to introduce and raise interest on time series analysis in epidemiological studies. Conceptual aspects are described and methodological guidelines for this type of analysis are systematized. We defined the key concepts of time series analysis (trends, seasonal and cyclical variation, association and random variation), and how they can be applied to epidemiology. Methods to assess trends (annual percent change), based on Prais-Winsten regression models, and to quantify seasonal variation (Serfling model) were presented. We also introduced segmented regression analysis for interrupted time series, as a strategy for assessing effects of health interventions.
引用
收藏
页码:565 / 576
页数:12
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