JAMA Guide to Statistics and Methods

Sibling Comparisons to Account for Confounding in Observational Studies

JAMA 10.1001/jama.2025.22234

January 07, 2026 at 11:00 AM EST

Read the full article

This JAMA Guide to Statistics and Methods explains how sibling analysis can be used to account for confounding in observational studies, using the example of a study on acid suppressants during pregnancy and risk of neuropsychiatric disorders in offspring.

Corresponding Author: Brian K. Lee, PhD, Drexel University Dornsife School of Public Health, 3215 Market St, Philadelphia, PA 19104 (bkl29@drexel.edu).

Link to the article in your story

We encourage you to link out to this article in your story using the link below. It includes an access token that will give free access to the article for your readers up to one year after publication. (The link will be live after the article publishes and embargo is lifted.)

Please see the article for additional information, including full author list, author contributions and affiliations, conflict of interest and financial disclosures, and funding and support.

Need more information? Contact us.

Editor's Picks