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Background: The value of video-based self-assessment in enhancing surgical skills is uncertain. This study investigates the feasibility and estimates sample size for a full-scale randomized controlled trial to evaluate the effectiveness of video-based self-assessment to improve surgical performance of laparoscopic cholecystectomy in trainees., Methods: This parallel pilot randomized controlled trial included general surgery trainees performing supervised laparoscopic cholecystectomy randomized 1:1 to control (traditional intraoperative teaching) or intervention group (traditional teaching plus video-based self-assessment). Operative performance was measured by the attending surgeon blinded to group assignment at the time of surgery using standardized assessment tools (Global Operative Assessment of Laparoscopic Skills and Operative Performance Rating System). The intervention group had access to their video recordings on a web-based platform for review and self-assessment using the same instruments. The primary outcome for the estimation of sample size was the difference in faculty-assessed final operative performance (third submitted case). Feasibility criteria included >85% participation, >85% adherence to case submission and >85% completion of self-assessment., Results: Of 37 eligible trainees approached, 32 consented and were randomized (86%). There were 16 in the intervention group, 15 in the control group (55% male, 55% junior trainees), and 1 was excluded for protocol violation. Twenty-four (75%) of participants submitted 3 cases. Thirteen trainees (81%) accessed the platform and completed 26 (63.2%) case self-assessments. Fifty-five trainees per arm will be needed to power a full-scale laparoscopic cholecystectomy with Global Operative Assessment of Laparoscopic Skills and 130 trainees per arm with Operative Performance Rating System as the assessment tool., Conclusion: This pilot study contributes important data to inform the design of an adequately powered randomized controlled trial of video-based self-assessment to improve trainee performance of laparoscopic cholecystectomy. Although a priori trial feasibility criteria were not achieved, automated video capture and storage could significantly improve adherence in future trials., (Copyright © 2023 Elsevier Inc. All rights reserved.)