Eye-Hand Coordination Patterns of Intermediate and Novice Surgeons in a Simulation-Based Endoscopic Surgery Training Environment
- PMID: 33828711
- PMCID: PMC7906001
- DOI: 10.16910/jemr.11.6.1
Eye-Hand Coordination Patterns of Intermediate and Novice Surgeons in a Simulation-Based Endoscopic Surgery Training Environment
Abstract
Endoscopic surgery procedures require specific skills, such as eye-hand coordination to be developed. Current education programs are facing with problems to provide appropriate skill improvement and assessment methods in this field. This study aims to propose objec-tive metrics for hand-movement skills and assess eye-hand coordination. An experimental study is conducted with 15 surgical residents to test the newly proposed measures. Two computer-based both-handed endoscopic surgery practice scenarios are developed in a simulation environment to gather the participants' eye-gaze data with the help of an eye tracker as well as the related hand movement data through haptic interfaces. Additionally, participants' eye-hand coordination skills are analyzed. The results indicate higher correla-tions in the intermediates' eye-hand movements compared to the novices. An increase in intermediates' visual concentration leads to smoother hand movements. Similarly, the novices' hand movements are shown to remain at a standstill. After the first round of practice, all participants' eye-hand coordination skills are improved on the specific task targeted in this study. According to these results, it can be concluded that the proposed metrics can potentially provide some additional insights about trainees' eye-hand coordi-nation skills and help instructional system designers to better address training requirements.
Keywords: Eye movement; eye tracking; eye-hand coordination; gaze; hand-movement; haptic device; saccades; surgical skill assessment.
Conflict of interest statement
The authors declare that the contents of the article are in agreement with the ethics described in http://biblio.unibe.ch/portale/elibrary/BOP/jemr/ethics.html and that there is no conflict of interest regarding the publication of this paper.
Figures








Similar articles
-
Psychomotor control in a virtual laparoscopic surgery training environment: gaze control parameters differentiate novices from experts.Surg Endosc. 2010 Oct;24(10):2458-64. doi: 10.1007/s00464-010-0986-1. Epub 2010 Mar 24. Surg Endosc. 2010. PMID: 20333405 Free PMC article.
-
Distinguishing Intermediate and Novice Surgeons by Eye Movements.Front Psychol. 2020 Sep 10;11:542752. doi: 10.3389/fpsyg.2020.542752. eCollection 2020. Front Psychol. 2020. PMID: 33013592 Free PMC article.
-
Using Eye-Movement Events to Determine the Mental Workload of Surgical Residents.J Eye Mov Res. 2018 Aug 24;11(4):10.16910/jemr.11.4.3. doi: 10.16910/jemr.11.4.3. J Eye Mov Res. 2018. PMID: 33828705 Free PMC article.
-
Insights From Pupil Size to Mental Workload of Surgical Residents: Feasibility of an Educational Computer-Based Surgical Simulation Environment (ECE) Considering the Hand Condition.Surg Innov. 2018 Dec;25(6):616-624. doi: 10.1177/1553350618800078. Epub 2018 Sep 12. Surg Innov. 2018. PMID: 30205777
-
Take-Home Training in Laparoscopy.Dan Med J. 2017 Apr;64(4):B5335. Dan Med J. 2017. PMID: 28385174 Review.
Cited by
-
The Role of Virtual Reality in Advancing Surgical Training in Otolaryngology: A Systematic Review.Cureus. 2024 Oct 10;16(10):e71222. doi: 10.7759/cureus.71222. eCollection 2024 Oct. Cureus. 2024. PMID: 39525093 Free PMC article. Review.
-
An Eye Tracking Based Framework for Safety Improvement of Offshore Operations.J Eye Mov Res. 2023 Aug 10;16(3):10.16910/jemr.16.3.2. doi: 10.16910/jemr.16.3.2. eCollection 2023. J Eye Mov Res. 2023. PMID: 38169868 Free PMC article.
-
Skill, or Style? Classification of Fetal Sonography Eye-Tracking Data.Proc Mach Learn Res. 2023;210:184-198. Proc Mach Learn Res. 2023. PMID: 37252341 Free PMC article.
-
Eye Tracking and Motion Data Predict Endoscopic Sinus Surgery Skill.Laryngoscope. 2023 Mar;133(3):500-505. doi: 10.1002/lary.30121. Epub 2022 Mar 31. Laryngoscope. 2023. PMID: 35357011 Free PMC article.
References
LinkOut - more resources
Full Text Sources