A Web Tool for Age-Period-Cohort Analysis of Cancer Incidence and Mortality Rates

被引:330
|
作者
Rosenberg, Philip S. [1 ]
Check, David P. [1 ]
Anderson, William F. [1 ]
机构
[1] NCI, Biostat Branch, Div Canc Epidemiol & Genet, US Dept HHS,NIH, Bethesda, MD 20892 USA
关键词
CHRONIC DISEASE RATES; ETIOLOGIC HETEROGENEITY; TESTICULAR CANCER; EUROPEAN COUNTRIES; TEMPORAL VARIATION; COLORECTAL-CANCER; INCIDENCE TRENDS; UNITED-STATES; DEATH RATES; MODELS;
D O I
10.1158/1055-9965.EPI-14-0300
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Age-period-cohort (APC) analysis can inform registry-based studies of cancer incidence and mortality, but concerns about statistical identifiability and interpretability, as well as the learning curves of statistical software packages, have limited its uptake. Methods: We implemented a panel of easy-to-interpret estimable APC functions and corresponding Wald tests in R code that can be accessed through a user-friendly Web tool. Results: Input data for the Web tool consist of age-specific numbers of events and person-years over time, in the form of a rate matrix of paired columns. Output functions include model-based estimators of cross-sectional and longitudinal age-specific rates, period and cohort rate ratios that incorporate the overall annual percentage change (net drift), and estimators of the age-specific annual percentage change (local drifts). The Web tool includes built-in examples for teaching and demonstration. User data can be input from a Microsoft Excel worksheet or by uploading a comma-separated-value file. Model outputs can be saved in a variety of formats, including R and Excel. Conclusions: APC methodology can now be carried out through a freely available user-friendly Web tool. The tool can be accessed at http://analysistools.nci.nih.gov/apc/. Impact: The Web tool can help cancer surveillance researchers make important discoveries about emerging cancer trends and patterns. (C) 2014 AACR.
引用
收藏
页码:2296 / 2302
页数:7
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