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Informed Presence in Electronic Health Record Data: Illustrating Bias and Bias Reduction Approaches in Longitudinal Analyses.

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Title: Informed Presence in Electronic Health Record Data: Illustrating Bias and Bias Reduction Approaches in Longitudinal Analyses.
Authors: Vader DT; From the The Biostatistics Scientific Collaboration Center, Dornsife School of Public Health, Drexel University, Philadelphia, PA., Shu D; Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA.; Department of Pediatrics, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA., Hubbard RA; Department of Biostatistics, Brown University, Providence, RI., Boge CLK; Pediatric IDEAS Research Group of Clinical Futures; Children's Hospital of Philadelphia, Philadelphia, PA., Sharova A; Pediatric IDEAS Research Group of Clinical Futures; Children's Hospital of Philadelphia, Philadelphia, PA., Downes K; Department of Pediatrics, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA.; Pediatric IDEAS Research Group of Clinical Futures; Children's Hospital of Philadelphia, Philadelphia, PA., Li Y; Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA.; Department of Pediatrics, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA.; Pediatric IDEAS Research Group of Clinical Futures; Children's Hospital of Philadelphia, Philadelphia, PA.
Source: Epidemiology (Cambridge, Mass.) [Epidemiology] 2026 Jul 01; Vol. 37 (4), pp. 523-531. Date of Electronic Publication: 2026 Apr 18.
Publication Type: Journal Article
Journal Info: Publisher: Lippincott Williams & Wilkins Country of Publication: United States NLM ID: 9009644 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1531-5487 (Electronic) Linking ISSN: 10443983 NLM ISO Abbreviation: Epidemiology Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Vader+DT%22">Vader DT</searchLink>; From the The Biostatistics Scientific Collaboration Center, Dornsife School of Public Health, Drexel University, Philadelphia, PA.<br /><searchLink fieldCode="AU" term="%22Shu+D%22">Shu D</searchLink>; Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA.; Department of Pediatrics, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA.<br /><searchLink fieldCode="AU" term="%22Hubbard+RA%22">Hubbard RA</searchLink>; Department of Biostatistics, Brown University, Providence, RI.<br /><searchLink fieldCode="AU" term="%22Boge+CLK%22">Boge CLK</searchLink>; Pediatric IDEAS Research Group of Clinical Futures; Children's Hospital of Philadelphia, Philadelphia, PA.<br /><searchLink fieldCode="AU" term="%22Sharova+A%22">Sharova A</searchLink>; Pediatric IDEAS Research Group of Clinical Futures; Children's Hospital of Philadelphia, Philadelphia, PA.<br /><searchLink fieldCode="AU" term="%22Downes+K%22">Downes K</searchLink>; Department of Pediatrics, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA.; Pediatric IDEAS Research Group of Clinical Futures; Children's Hospital of Philadelphia, Philadelphia, PA.<br /><searchLink fieldCode="AU" term="%22Li+Y%22">Li Y</searchLink>; Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA.; Department of Pediatrics, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA.; Pediatric IDEAS Research Group of Clinical Futures; Children's Hospital of Philadelphia, Philadelphia, PA.
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  Data: <searchLink fieldCode="JN" term="%229009644%22">Epidemiology (Cambridge, Mass.)</searchLink> [Epidemiology] 2026 Jul 01; Vol. 37 (4), pp. 523-531. <i>Date of Electronic Publication: </i>2026 Apr 18.
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      – TitleFull: Informed Presence in Electronic Health Record Data: Illustrating Bias and Bias Reduction Approaches in Longitudinal Analyses.
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              Text: 2026 Jul 01
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              Y: 2026
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