Assessing Missing Data Assumptions in EHR-Based Studies: A Complex and Underappreciated Task

被引：61

作者：

Haneuse, Sebastien ^{[1
]}

Arterburn, David ^{[2
]}

Daniels, Michael J. ^{[3
]}

机构：

[1] Harvard TH Chan Sch Publ Hlth, Dept Biostat, 655 Huntington Ave,Bldg 2,Room 407, Boston, MA 02115 USA

[2] Kaiser Permanente Washington Hlth Res Inst, Seattle, WA USA

[3] Univ Florida, Dept Stat, Gainesville, FL 32611 USA

来源：

JAMA NETWORK OPEN | 2021年 / 4卷 / 02期

关键词：

D O I：

10.1001/jamanetworkopen.2021.0184

中图分类号：

R5 [内科学];

学科分类号：

1002 ; 100201 ;

摘要：

[No abstract available]

引用

页数：4

共 10 条

[1]

[Anonymous], 2019, STAT ANAL MISSING DA

[2]

Daniels M.J., 2008, Missing data in longitudinal studies, V109, DOI DOI 10.1201/9781420011180

[3] Association Between Bariatric Surgery and Macrovascular Disease Outcomes in Patients With Type 2 Diabetes and Severe Obesity [J].

Fisher, David P. ;

Johnson, Eric ;

Haneuse, Sebastien ;

Arterburn, David ;

Coleman, Karen J. ;

O'Connor, Patrick J. ;

O'Brien, Rebecca ;

Bogart, Andy ;

Theis, Mary Kay ;

Anau, Jane ;

Schroeder, Emily B. ;

Sidney, Stephen .

JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2018, 320 (15) :1570-1582

[4]

Haneuse Sebastien, 2016, EGEMS (Wash DC), V4, P1203, DOI 10.13063/2327-9214.1203

[5] Distinguishing Selection Bias and Confounding Bias in Comparative Effectiveness Research [J].

Haneuse, Sebastien .

MEDICAL CARE, 2016, 54 (04) :E23-E29

[6] Learning About Missing Data Mechanisms in Electronic Health Records-based Research A Survey-based Approach [J].

Haneuse, Sebastien ;

Bogart, Andy ;

Jazic, Ina ;

Westbrook, Emily O. ;

Boudreau, Denise ;

Theis, Mary Kay ;

Simon, Greg E. ;

Arterburn, David .

EPIDEMIOLOGY, 2016, 27 (01) :82-90

[7] Integration of genetic and clinical information to improve imputation of data missing from electronic health records [J].

Li, Ruowang ;

Chen, Yong ;

Moore, Jason H. .

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2019, 26 (10) :1056-1063

[8]

Molenberghs G, 2014, Handbook of Missing Data Methodology, DOI [10.1201/b17622, DOI 10.1201/B17622]

[9] Health indicator recording in UK primary care electronic health records: key implications for handling missing data [J].

Petersen, Irene ;

Welch, Catherine A. ;

Nazareth, Irwin ;

Walters, Kate ;

Marston, Louise ;

Morris, Richard W. ;

Carpenter, James R. ;

Morris, Tim P. ;

Tra My Pham .

CLINICAL EPIDEMIOLOGY, 2019, 11 :157-167

[10] The strengthening the reporting of observational studies in epidemiology (STROBE) statement: guidelines for reporting observational studies [J].

von Elm, Erik ;

Altman, Douglas G. ;

Egger, Matthias ;

Pocock, Stuart J. ;

Gotzsche, Peter C. ;

Vandenbroucke, Jan P. .

BULLETIN OF THE WORLD HEALTH ORGANIZATION, 2007, 85 (11) :867-872

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