Kinter Sara, Delaney Joseph A, Susarla Srinivas, McKinney Christy
Department of Pediatrics, Division of Craniofacial Medicine, University of Washington, Seattle, WA, USA.
Center for Child Health, Behavior, and Development, Seattle Children's Research Institute, Seattle, WA, USA.
Cleft Palate Craniofac J. 2025 Jun;62(6):1061-1067. doi: 10.1177/10556656241233234. Epub 2024 Feb 22.
Retrospective cohort studies, defined as a follow-up study in which outcome occurred prior to study onset, are common in craniofacial outcomes research and will continue to be prevalent given the increasing availability of secondary datasets and inherent prospective study limitations. However, if available data are not adequately measured, or necessary variables are absent, retrospective cohort studies can be particularly prone to bias. This brief communication aims to highlight the primary sources of bias, including measurement error, selection bias, and confounding. Each source is clearly defined, examples pertinent to craniofacial outcomes are provided, and mitigation strategies are discussed.