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. Author manuscript; available in PMC: 2025 Jan 1.
Published in final edited form as: IEEE Trans Learn Technol. 2023 Jan 13;17:462–473. doi: 10.1109/tlt.2023.3236899

TABLE II.

VR-based Surgical Training in Laparoscopic Surgery

Design of Experiments Methodology References
VR vs Physical simulator Descriptive Statistics Taba et al. (2021)
Comparison: Experimental vs Control groups Gurusamy et al. (2009), Papanikolaou et al. (2019)
VR vs real Descriptive Statistics Larsen et al. (2009), Munz et al. (2007)
Machine Learning Comparison: Experimental vs Control groups Alaker et al. (2016)
Grantcharov et al. (2004)
VR vs trad mentoring Meta-analysis Gurusamy et al. (2008)
Meta-analysis & Descriptive Statistics Portelli et al. (2020)
Theoretical Studies Yiannakopoulou et al. (2015), Harta and Karthigasua (2007)
Descriptive Statistics Aggarwal et al. (2007)
VR Descriptive Statistics Aggarwal et al. (2006)
Jain et al. (2020)
Experimental vs Control groups Phé et al. (2017)
Machine Learning Botden et al. (2007)