Current Concept Review: Inclusion and Analysis of Diverse Study Populations in Orthopaedic Research
- PMID: 33443389
- DOI: 10.5435/JAAOS-D-20-01087
Current Concept Review: Inclusion and Analysis of Diverse Study Populations in Orthopaedic Research
Abstract
As disparities in healthcare access and outcomes have been increasingly identified across medical specialties, the importance of recognizing and understanding the diversity of our patient populations and the influence of individual characteristics such as age, sex, gender, race, and ethnicity on clinical outcomes has been emphasized. Orthopaedic literature has advanced dramatically in the quality and quantity of research generated over the past 25 years, yet a consistent, sustained focus on studying musculoskeletal health in the context of these unique patient-specific variables has not been maintained. The result of this inattention may be the provision of orthopaedic care that is ill-suited for the individual patient whose biologic characteristics, life experiences, and cultural constructs differ from that of the typical research subject. The recent proliferation of meta-analyses-whose intention is to optimize statistical power-likely compounds the problem because improper, inconsistent, or absent categorization of patients in research articles precludes meaningful subgroup analysis. This article describes the current variability in demographic reporting in the orthopaedic literature, highlights the importance of complete, consistent demographic reporting and subgroup analysis, and reviews specific examples of orthopaedic conditions that illustrate how clinical outcomes may be affected by patient-specific variables such as age, sex, gender, race, and ethnicity.
Copyright © 2021 by the American Academy of Orthopaedic Surgeons.
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References
-
- MARS Group, Wright RW, Huston LJ, Dunn WR, et al.: Descriptive epidemiology of the multicenter ACL revision study (MARS) cohort. Am J Sports Med 2010;38:1979-1986.
-
- Schilaty ND, Nagelli C, Bates NA, et al.: Incidence of second anterior cruciate ligament tears and identification of associated risk factors from 2001 to 2010 using a geographic database. Orthop J Sports Med 2017;5:2325967117724196.
-
- Westermann RW, Jones M, Wasserstein D, Spindler KP: Clinical and radiographic outcomes of meniscus surgery and future targets for biologic intervention: A review of data from the MOON group. Connect Tissue Res 2017;58:366-372.
-
- MARS Group, Ding DY, Zhang AL, Allen CR, et al.: Subsequent surgery after revision anterior cruciate ligament reconstruction: Rates and risk factors from a multicenter cohort. Am J Sports Med 2017;45:2068-2076.
-
- Erickson BJ, Nwachukwu BU, Rosas S, et al.: Trends in medial ulnar collateral ligament reconstruction in the United States: A retrospective review of a large private-payer database from 2007 to 2011. Am J Sports Med 2015;43:1770-1774.
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