Specifying a target trial prevents immortal time bias and other self-inflicted injuries in observational analyses
- PMID: 27237061
- PMCID: PMC5124536
- DOI: 10.1016/j.jclinepi.2016.04.014
Specifying a target trial prevents immortal time bias and other self-inflicted injuries in observational analyses
Abstract
Many analyses of observational data are attempts to emulate a target trial. The emulation of the target trial may fail when researchers deviate from simple principles that guide the design and analysis of randomized experiments. We review a framework to describe and prevent biases, including immortal time bias, that result from a failure to align start of follow-up, specification of eligibility, and treatment assignment. We review some analytic approaches to avoid these problems in comparative effectiveness or safety research.
Keywords: Comparative effectiveness research; Immortal time bias; Observational; Selection bias; Target trial; Time zero; studies.
Copyright © 2016 Elsevier Inc. All rights reserved.
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References
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- Cochran W. Observational studies. In: Bancroft TA, editor. Statistical Papers in Honor of George W. Snedecor. Iowa State University Press; Ames, Iowa: 1972. pp. 77–90.
-
- Walker AM. Observation and inference: an introduction to the methods of epidemiology. Epidemiology Resources Inc; Newton Lower Falls: 1991.
-
- Suissa S. Immortal time bias in pharmaco-epidemiology. Am J Epidemiol. 2008;167:492–9. - PubMed
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