Extensive research collaborations exist between high-income countries and low- and middle-income countries (LMICs), although prior work has raised concerns regarding equitable representation among LMIC authors. The goal of this bibliometric analysis was to characterize LMIC authorship among indexed orthopaedic journals and identify factors contributing to disparities in representation. We identified all articles appearing in orthopaedic journals indexed in MEDLINE and Journal Citation Reports with a focus on LMICs or cohorts between 2009 and 2018. All articles describing research conducted in LMICs or research focused on applications to cohorts in LMIC(s) were included. Author affiliation, article characteristics, and impact factor were assessed for 1,573 articles. Logistic regression models created to identify predictors of LMIC authorship. We identified few studies published in indexed journals focused exclusively on LICs. Funded studies were less likely to have LMIC last authors. Compared with articles published in lower impact factor journals, those in journals with a higher impact factor were less likely to have a LMIC first or last author. The greater the number of countries represented per study, the less likely it had a LMIC first or last author. Our study highlights persistent disparities in authorship from LMICs in indexed orthopaedic journals.