Objective psychomotor laparoscopic skills evaluation using a low-cost wearable device based on accelerometry: construct and concurrent validity study

被引:2
|
作者
Franco-Gonzalez, Ivan Tlacaelel [1 ]
Minor-Martinez, Arturo [1 ]
Ordorica-Flores, Ricardo Manuel [2 ]
Sossa-Azuela, Juan Humberto [3 ]
Perez-Escamirosa, Fernando [4 ]
机构
[1] Inst Politecn Nacl CINVESTAV IPN, Ctr Invest & Estudios Avanzados, Dept Ingn Elect, Secc Bioelect, Ave Inst Politecn Nacl 2508, Mexico City 07360, Mexico
[2] Hosp Infantil Mexico Dr Federico Gomez, Dept Cirugia Endoscop, Calle Dr Marquez 162, Mexico City 06720, Mexico
[3] Inst Politecn Nacl, Ctr Invest Computac, Ave Juan Dios Batiz S-N, Mexico City 07738, Mexico
[4] Univ Nacl Autonoma Mexico, Inst Ciencias Aplicadas & Tecnol ICAT, Circuito Exterior S-N, Mexico City 04510, Mexico
关键词
Motion analysis; Objective assessment; Accelerometer system; Laparoscopic surgery; Surgical training; Validity study; MINIMALLY INVASIVE SURGERY; TRAINING SYSTEM; TECHNICAL SKILL; MOTION ANALYSIS; SURGICAL SKILL; CLASSIFICATION; EXPERT; COMPETENCE; MODEL;
D O I
10.1007/s00464-023-09953-4
中图分类号
R61 [外科手术学];
学科分类号
摘要
Background Motion analysis of surgical maneuvers provides useful quantitative information for the objective evaluation of the surgeons. However, surgical simulation laboratories for laparoscopic training do not usually integrate devices that help quantify the level of skills of the surgeons due to their limited resources and the high costs of new technologies. The purpose of this study is to present the construct and concurrent validity of a low-cost motion tracking system, based on a wireless triaxial accelerometer, employed to objectively evaluate psychomotor skills of surgeons during laparoscopic training.Methods An accelerometry system, a wireless three-axis accelerometer with appearance of wristwatch, was placed on the dominant hand of the surgeons to register the motion during the laparoscopy practice with the EndoViS simulator, which simultaneously recorded the motion of the laparoscopic needle driver. This study included the participation of 30 surgeons (6 experts, 14 intermediates and 10 novices) who performed the task of intracorporeal knot-tying suture. Using 11 motion analysis parameters (MAPs), the performance of each participant was assessed. Subsequently, the scores of the three groups of surgeons were statistically analyzed. In addition, a validity study was conducted comparing the metrics between the accelerometry-tracking system and the EndoViS hybrid simulator.Results Construct validity was achieved for 8 of the 11 metrics examined with the accelerometry system. Concurrent validity demonstrated that there is a strong correlation between the results of the accelerometry system and the EndoViS simulator in 9 of 11 parameters, showing reliability of the accelerometry system as an objective evaluation method.Conclusion The accelerometry system was successfully validated. This method is potentially useful to complement the objective evaluation of surgeons during laparoscopic practice in training environments such as box-trainers and simulators.
引用
收藏
页码:3280 / 3290
页数:11
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