Practical Review of Clinical Research Methodology and Statistics for the Orthopaedic Surgeon.

J Am Acad Orthop Surg · Jun 24 2025 · Review

Fabricant PD, Mange TR, Beber SA, Bram JT

From the Pediatric Orthopedic Surgery Service, Hospital for Special Surgery, New York, NY

General Orthopaedics

SUMMARY — THE REDUCTIONPractical primer on clinical research design and statistics for orthopaedic surgeons, covering levels of evidence, study designs, type I/II error, power, fragility index, and common methodological pitfalls.
Abstract, as published

All orthopaedic surgeons and trainees interact with peer-reviewed literature at some level, from consumer to author. Although orthopaedic practitioners have strong clinical backgrounds and frequently read orthopaedic literature to stay up to date on clinical advances, they often lack formal training or sufficient literacy in clinical research methodology to thoroughly dissect study design and statistics. With an increasing number of orthopaedic surgeons and trainees involved in clinical research, the goal of this review is to provide a concise and pragmatic overview of basic study design and comparative statistical methodology in the context of orthopaedic surgery research. This review discusses first the levels of evidence that can be assigned to a research study and then outlines common comparative study designs seen in orthopaedic literature, their advantages, and statistical considerations for each. Next, statistical versus clinical significance and ways of assessing these findings are reviewed, including the concepts of type I and II error, power, and fragility index. Finally, some common pitfalls in the statistical methodology of orthopaedic research are discussed, including tips and tricks for designing successful clinical research studies.

Featured in the 2026-07-14 issue.

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