Validation to correct for outcome misclassification bias

被引:11
作者
Lanes, Stephan [1 ,2 ]
Beachler, Daniel C. [1 ]
机构
[1] HealthCore, Dept Safety & Epidemiol, Wilmington, DE USA
[2] HealthCore, 123 Justison St, Wilmington, DE 19801 USA
关键词
misclassification bias; outcome misclassification; outcome validation; quantitative bias analysis; IDENTIFYING HEALTH OUTCOMES; ACUTE MYOCARDIAL-INFARCTION; DISEASE MISCLASSIFICATION; PREDICTIVE-VALUE; RISK; EXPOSURE; CLAIMS;
D O I
10.1002/pds.5601
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
引用
收藏
页码:700 / 703
页数:4
相关论文
共 28 条
[1]   Development and validation of a predictive model algorithm to identify anaphylaxis in adults with type 2 diabetes in US administrative claims data [J].
Beachler, Daniel C. ;
Taylor, Devon H. ;
Anthony, Mary S. ;
Yin, Ruihua ;
Li, Ling ;
Saltus, Catherine W. ;
Li, Lin ;
Shaunik, Alka ;
Walsh, Kathleen E. ;
Rothman, Kenneth J. ;
Johannes, Catherine B. ;
Aroda, Vanita R. ;
Carr, Warner ;
Goldberg, Pinkus ;
Accardi, Andrew ;
O'Shura, John Shane ;
Sharma, Kristen ;
Juhaeri, Juhaeri ;
Lanes, Stephan ;
Wu, Chuntao .
PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2021, 30 (07) :918-926
[2]   Development and use of reporting guidelines for assessing the quality of validation studies of health administrative data [J].
Benchimol, Eric I. ;
Manuel, Douglas G. ;
To, Teresa ;
Griffiths, Anne M. ;
Rabeneck, Linda ;
Guttmann, Astrid .
JOURNAL OF CLINICAL EPIDEMIOLOGY, 2011, 64 (08) :821-829
[3]   USE OF THE POSITIVE PREDICTIVE VALUE TO CORRECT FOR DISEASE MISCLASSIFICATION IN EPIDEMIOLOGIC STUDIES [J].
BRENNER, H ;
GEFELLER, O .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 1993, 138 (11) :1007-1015
[4]   Position matters: Validation of medicare hospital claims for myocardial infarction against medical record review in the atherosclerosis risk in communities study [J].
Bush, Montika ;
Sturmer, Til ;
Stearns, Sally C. ;
Simpson, Ross J., Jr. ;
Brookhart, M. Alan ;
Rosamond, Wayne ;
Kucharska-Newton, Anna M. .
PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2018, 27 (10) :1085-1091
[5]   Mini-Sentinel's systematic reviews of validated methods for identifying health outcomes using administrative and claims data: methods and lessons learned [J].
Carnahan, Ryan M. ;
Moores, Kevin G. .
PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2012, 21 :82-89
[6]   Design for validation of acute myocardial infarction cases in Mini-Sentinel [J].
Cutrona, Sarah L. ;
Toh, Sengwee ;
Iyer, Aarthi ;
Foy, Sarah ;
Cavagnaro, Elizabeth ;
Forrow, Susan ;
Racoosin, Judith A. ;
Goldberg, Robert ;
Gurwitz, Jerry H. .
PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2012, 21 :274-281
[7]   Common misconceptions about validation studies [J].
Fox, Matthew P. ;
Lash, Timothy L. ;
Bodnar, Lisa M. .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2020, 49 (04) :1392-1396
[8]   A method to automate probabilistic sensitivity analyses of misclassified binary variables [J].
Fox, MP ;
Lash, TL ;
Greenland, S .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2005, 34 (06) :1370-1376
[9]  
Funk Michele Jonsson, 2014, Curr Epidemiol Rep, V1, P175
[10]   Conditional validation sampling for consistent risk estimation with binary outcome data subject to misclassification [J].
Gravel, Christopher A. ;
Farrell, Patrick J. ;
Krewski, Daniel .
PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2019, 28 (02) :227-233