What every intensivist should know about common pitfalls in observational research

Pitfalls MethodologyWith the growing availability of large clinical databases, the number of studies addressing research questions using such data has increased substantially.What is often overlooked is that the appropriate methodology for such studies, as well as the valid interpretation of their findings, depends entirely on the type of research question being addressed, whether descriptive, predictive, or causal.A common pitfall in observational research is the failure to clearly specify this research aim, causing analyses and interpretations to fall somewhere between descriptive, predictive, and causal domains, which can lead to false conclusions [1,2].

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Publication Details

Journal
Journal of Critical Care
Published
2026-07-16
DOI
https://doi.org/10.1016/j.jcrc.2026.155692
Primary Topic
Autopsy Techniques and Outcomes
Type
article
Field-Weighted Citation Impact
0.00

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article

What every intensivist should know about common pitfalls in observational research

Marieke Zegers, Carmen A. T. Reep, Mark van den Boogaard, L M Heunks
Journal of Critical Care
Autopsy Techniques and Outcomes
article

What every intensivist should know about common pitfalls in observational research

Marieke Zegers, Carmen A. T. Reep, Mark van den Boogaard, L M Heunks
article en

Abstract

Pitfalls MethodologyWith the growing availability of large clinical databases, the number of studies addressing research questions using such data has increased substantially.What is often overlooked is that the appropriate methodology for such studies, as well as the valid interpretation of their findings, depends entirely on the type of research question being addressed, whether descriptive, predictive, or causal.A common pitfall in observational research is the failure to clearly specify this research aim, causing analyses and interpretations to fall somewhere between descriptive, predictive, and causal domains, which can lead to false conclusions [1,2].

Journal of Critical CareVol. 96
Radboud University Nijmegen (NL), Radboud University Medical Center (NL), Radboud Institute for Molecular Life Sciences (NL)
Radboud Universiteit, Radboud Universitair Medisch Centrum
Openalex Percentile: Top 9%
Autopsy Techniques and Outcomes
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