BACKGROUND Surgical residents in France lack a clear pedagogical framework for achieving autonomy in the operating room. The progressive acquisition of surgical autonomy is a determining factor in the confidence of operators for their future independent practice. Currently, there is no autonomy scale commonly used in Europe. The objective of this study is to identify existing tools for quantifying the autonomy of residents and the factors that influence it. Materials and Methods We conducted a qualitative systematic review following the recommendations of the Systematic Review Without Meta-Analysis (SWiM) guidelines. Publications were extracted from the MEDLINE (PubMed), EMBASE, and PSYCINFO databases. All publications without date restrictions up to July 2022 were identified. Results: Among the 231 identified publications, 21 met the inclusion criteria. Seventeen publications used a graded autonomy assessment tool by the student and/or the teacher, while 4 used evaluations by an observing third party. We found 8 different autonomy scales, with the Zwisch Scale representing 57.1% of the cases. Factors influencing autonomy were diverse, including the work context, experience, and gender of the resident and their teacher. Discussion We found heterogeneity in the tools used to "measure" the autonomy of a resident in the operating room. The SIMPL tool or the Zwisch Scale appear to be the most frequently used tools. The relationship between autonomy, performance, confidence, and knowledge may require multidimensional tools that encompass various areas of competence, but this could make their daily application more challenging. The factors influencing autonomy are numerous; and understanding them would improve teaching in the operating room. There is a significant lack of data on surgical autonomy in France, as well as a lack of evaluation in the field of gynecology-obstetrics worldwide.