Propensity Score Adjustment With Multilevel Data: Setting Your Sites on Decreasing Selection Bias

被引:108
|
作者
Griswold, Michael E. [1 ]
Localio, A. Russell [2 ]
Mulrow, Cynthia
机构
[1] Univ Mississippi, Med Ctr, Ctr Biostat, Jackson, MS 39216 USA
[2] Univ Penn, Ctr Clin Epidemiol & Biostat, Philadelphia, PA 19104 USA
关键词
STRATEGIES; OUTCOMES;
D O I
10.7326/0003-4819-152-6-201003160-00010
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
引用
收藏
页码:393 / +
页数:4
相关论文
共 50 条
  • [21] Built-in selection or confounder bias? Dynamic Landmarking in matched propensity score analyses
    Alexandra Strobel
    Andreas Wienke
    Jan Gummert
    Sabine Bleiziffer
    Oliver Kuss
    BMC Medical Research Methodology, 24 (1)
  • [22] Covariate Balance Assessment, Model Selection and Bias in Propensity Score Matching: A Simulation Study
    Ali, M. Sanni
    Groenwold, Rolf H. H.
    Belitser, Svetlana V.
    Roes, Kit C. B.
    Hoes, Arno W.
    de Boer, Anthonius
    Klungel, Olaf H.
    PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2015, 24 : 22 - 22
  • [23] Reducing treatment selection bias for estimating treatment effects using propensity score method
    Park, Peter Young-Jin
    Saccomanno, Frank Fedel
    JOURNAL OF TRANSPORTATION ENGINEERING, 2007, 133 (02) : 112 - 118
  • [24] An Evaluation of Weighting Methods Based on Propensity Scores to Reduce Selection Bias in Multilevel Observational Studies
    Leite, Walter L.
    Jimenez, Francisco
    Kaya, Yasemin
    Stapleton, Laura M.
    MacInnes, Jann W.
    Sandbach, Robert
    MULTIVARIATE BEHAVIORAL RESEARCH, 2015, 50 (03) : 265 - 284
  • [25] Partially pooled propensity score models for average treatment effect estimation with multilevel data
    Lee, Youjin
    Nguyen, Trang Q.
    Stuart, Elizabeth A.
    JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY, 2021, 184 (04) : 1578 - 1598
  • [26] An evaluation of whether propensity score adjustment can remove the self-selection bias inherent to web panel surveys addressing sensitive health behaviours
    Copas, Andrew
    Burkill, Sarah
    Conrad, Fred
    Couper, Mick P.
    Erens, Bob
    BMC MEDICAL RESEARCH METHODOLOGY, 2020, 20 (01)
  • [27] An evaluation of whether propensity score adjustment can remove the self-selection bias inherent to web panel surveys addressing sensitive health behaviours
    Andrew Copas
    Sarah Burkill
    Fred Conrad
    Mick P. Couper
    Bob Erens
    BMC Medical Research Methodology, 20
  • [28] Adjustment for Selection Bias in Observational Studies with Application to the Analysis of Autopsy Data
    Haneuse, S.
    Schildcrout, J.
    Crane, P.
    Sonnen, J.
    Breitner, J.
    Larson, E.
    NEUROEPIDEMIOLOGY, 2009, 32 (03) : 229 - 239
  • [29] Effects of Variables in a Response Propensity Score Model for Survey Data Adjustment: A Simulation Study
    Masafumi Fukuda
    Behaviormetrika, 2011, 38 (1) : 33 - 61
  • [30] Propensity score adjustment of a treatment effect with missing data in psychiatric health services research
    Mayer, Benjamin
    Puschner, Bernd
    EPIDEMIOLOGY BIOSTATISTICS AND PUBLIC HEALTH, 2015, 12 (01): : 1 - 7