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Published in: Surgical Endoscopy 1/2018

01-01-2018 | New Technology

Assessment of Robotic Console Skills (ARCS): construct validity of a novel global rating scale for technical skills in robotically assisted surgery

Authors: May Liu, Shreya Purohit, Joshua Mazanetz, Whitney Allen, Usha S. Kreaden, Myriam Curet

Published in: Surgical Endoscopy | Issue 1/2018

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Abstract

Background

Skill assessment during robotically assisted surgery remains challenging. While the popularity of the Global Evaluative Assessment of Robotics Skills (GEARS) has grown, its lack of discrimination between independent console skills limits its usefulness. The purpose of this study was to evaluate construct validity and interrater reliability of a novel assessment designed to overcome this limitation.

Methods

We created the Assessment of Robotic Console Skills (ARCS), a global rating scale with six console skill domains. Fifteen volunteers who were console surgeons for 0 (“novice”), 1–100 (“intermediate”), or >100 (“experienced”) robotically assisted procedures performed three standardized tasks. Three blinded raters scored the task videos using ARCS, with a 5-point Likert scale for each skill domain. Scores were analyzed for evidence of construct validity and interrater reliability.

Results

Group demographics were indistinguishable except for the number of robotically assisted procedures performed (p = 0.001). The mean scores of experienced subjects exceeded those of novices in dexterity (3.8 > 1.4, p < 0.001), field of view (4.1 > 1.8, p < 0.001), instrument visualization (3.9 > 2.2, p < 0.001), manipulator workspace (3.6 > 1.9, p = 0.001), and force sensitivity (4.3 > 2.6, p < 0.001). The mean scores of intermediate subjects exceeded those of novices in dexterity (2.8 > 1.4, p = 0.002), field of view (2.8 > 1.8, p = 0.021), instrument visualization (3.2 > 2.2, p = 0.045), manipulator workspace (3.1 > 1.9, p = 0.004), and force sensitivity (3.7 > 2.6, p = 0.033). The mean scores of experienced subjects exceeded those of intermediates in dexterity (3.8 > 2.8, p = 0.003), field of view (4.1 > 2.8, p < 0.001), and instrument visualization (3.9 > 3.2, p = 0.044). Rater agreement in each domain demonstrated statistically significant concordance (p < 0.05).

Conclusions

We present strong evidence for construct validity and interrater reliability of ARCS. Our study shows that learning curves for some console skills plateau faster than others. Therefore, ARCS may be more useful than GEARS to evaluate distinct console skills. Future studies will examine why some domains did not adequately differentiate between subjects and applications for intraoperative use.
Literature
1.
go back to reference Verner L, Oleynikov D, Holtmann S, Haider H, Zhukov L (2003) Measurements of the level of surgical expertise using flight path analysis from da Vinci robotic surgical system. Stud Health Technol Inform 94:373–378PubMed Verner L, Oleynikov D, Holtmann S, Haider H, Zhukov L (2003) Measurements of the level of surgical expertise using flight path analysis from da Vinci robotic surgical system. Stud Health Technol Inform 94:373–378PubMed
3.
go back to reference Lin HC, Shafran I, Yuh D, Hager GD (2006) Towards automatic skill evaluation: detection and segmentation of robot-assisted surgical motions. Comput Aided Surg 11(5):220–230CrossRefPubMed Lin HC, Shafran I, Yuh D, Hager GD (2006) Towards automatic skill evaluation: detection and segmentation of robot-assisted surgical motions. Comput Aided Surg 11(5):220–230CrossRefPubMed
4.
go back to reference Narazaki K, Oleynikov D, Stergiou N (2006) Robotic surgery training and performance: identifying objective variables for quantifying the extent of proficiency. Surg Endosc 20(1):96–103CrossRefPubMed Narazaki K, Oleynikov D, Stergiou N (2006) Robotic surgery training and performance: identifying objective variables for quantifying the extent of proficiency. Surg Endosc 20(1):96–103CrossRefPubMed
5.
go back to reference Kumar R, Jog A, Malpani A, Vagvolgyi B, Yuh D, Nguyen H, Hager G, Chen CC (2012) Assessing system operation skills in robotic surgery trainees. Int J Med Robot 8(1):118–124CrossRefPubMed Kumar R, Jog A, Malpani A, Vagvolgyi B, Yuh D, Nguyen H, Hager G, Chen CC (2012) Assessing system operation skills in robotic surgery trainees. Int J Med Robot 8(1):118–124CrossRefPubMed
6.
go back to reference Kumar R, Jog A, Vagvolgyi B, Nguyen H, Hager G, Chen CC, Yuh D (2012) Objective measures for longitudinal assessment of robotic surgery training. J Thorac Cardiovasc Surg 143(3):528–534CrossRefPubMed Kumar R, Jog A, Vagvolgyi B, Nguyen H, Hager G, Chen CC, Yuh D (2012) Objective measures for longitudinal assessment of robotic surgery training. J Thorac Cardiovasc Surg 143(3):528–534CrossRefPubMed
7.
go back to reference Tausch TJ, Kowalewski TM, White LW, McDonough PS, Brand TC, Lendvay TS (2012) Content and construct validation of a robotic surgery curriculum using an electromagnetic instrument tracker. J Urol 188(3):919–923CrossRefPubMed Tausch TJ, Kowalewski TM, White LW, McDonough PS, Brand TC, Lendvay TS (2012) Content and construct validation of a robotic surgery curriculum using an electromagnetic instrument tracker. J Urol 188(3):919–923CrossRefPubMed
8.
go back to reference Jog A, Itkowitz B, Liu M, DiMaio S, Hager G, Curet M, Kumar R Towards integrating task information in skills assessment for dexterous tasks in surgery and simulation. In: Robotics and Automation (ICRA), 2011 IEEE International Conference on, 9–13 May 2011. pp 5273–5278 Jog A, Itkowitz B, Liu M, DiMaio S, Hager G, Curet M, Kumar R Towards integrating task information in skills assessment for dexterous tasks in surgery and simulation. In: Robotics and Automation (ICRA), 2011 IEEE International Conference on, 9–13 May 2011. pp 5273–5278
9.
go back to reference Goh AC, Goldfarb DW, Sander JC, Miles BJ, Dunkin BJ (2012) Global evaluative assessment of robotic skills: validation of a clinical assessment tool to measure robotic surgical skills. J Urol 187(1):247–252CrossRefPubMed Goh AC, Goldfarb DW, Sander JC, Miles BJ, Dunkin BJ (2012) Global evaluative assessment of robotic skills: validation of a clinical assessment tool to measure robotic surgical skills. J Urol 187(1):247–252CrossRefPubMed
10.
go back to reference Reznick R, Regehr G, MacRae H, Martin J, McCulloch W (1997) Testing technical skill via an innovative “bench station” examination. Am J Surg 173(3):226–230CrossRefPubMed Reznick R, Regehr G, MacRae H, Martin J, McCulloch W (1997) Testing technical skill via an innovative “bench station” examination. Am J Surg 173(3):226–230CrossRefPubMed
11.
go back to reference Vassiliou MC, Feldman LS, Andrew CG, Bergman S, Leffondre K, Stanbridge D, Fried GM (2005) A global assessment tool for evaluation of intraoperative laparoscopic skills. Am J Surg 190(1):107–113CrossRefPubMed Vassiliou MC, Feldman LS, Andrew CG, Bergman S, Leffondre K, Stanbridge D, Fried GM (2005) A global assessment tool for evaluation of intraoperative laparoscopic skills. Am J Surg 190(1):107–113CrossRefPubMed
12.
go back to reference Hung AJ, Jayaratna IS, Teruya K, Desai MM, Gill IS, Goh AC (2013) Comparative assessment of three standardized robotic surgery training methods. BJU International 112(6):864–871CrossRefPubMed Hung AJ, Jayaratna IS, Teruya K, Desai MM, Gill IS, Goh AC (2013) Comparative assessment of three standardized robotic surgery training methods. BJU International 112(6):864–871CrossRefPubMed
13.
go back to reference Ramos P, Montez J, Tripp A, Ng CK, Gill IS, Hung AJ (2014) Face, content, construct and concurrent validity of dry laboratory exercises for robotic training using a global assessment tool. BJU International 113(5):836–842CrossRefPubMed Ramos P, Montez J, Tripp A, Ng CK, Gill IS, Hung AJ (2014) Face, content, construct and concurrent validity of dry laboratory exercises for robotic training using a global assessment tool. BJU International 113(5):836–842CrossRefPubMed
14.
go back to reference Aghazadeh MA, Jayaratna IS, Hung AJ, Pan MM, Desai MM, Gill IS, Goh AC (2015) External validation of global evaluative assessment of robotic skills (GEARS). Surg Endosc 29(11):3261–3266CrossRefPubMed Aghazadeh MA, Jayaratna IS, Hung AJ, Pan MM, Desai MM, Gill IS, Goh AC (2015) External validation of global evaluative assessment of robotic skills (GEARS). Surg Endosc 29(11):3261–3266CrossRefPubMed
15.
go back to reference White LW, Kowalewski TM, Dockter RL, Comstock B, Hannaford B, Lendvay TS (2015) Crowd-sourced assessment of technical skill: a valid method for discriminating basic robotic surgery skills. J Endourol 29(11):1295–1301CrossRefPubMed White LW, Kowalewski TM, Dockter RL, Comstock B, Hannaford B, Lendvay TS (2015) Crowd-sourced assessment of technical skill: a valid method for discriminating basic robotic surgery skills. J Endourol 29(11):1295–1301CrossRefPubMed
16.
go back to reference Siddiqui NY, Galloway ML, Geller EJ, Green IC, Hur HC, Langston K, Pitter MC, Tarr ME, Martino MA (2014) Validity and reliability of the robotic objective structured assessment of technical skills. Obstet Gynecol 123(6):1193–1199CrossRefPubMedPubMedCentral Siddiqui NY, Galloway ML, Geller EJ, Green IC, Hur HC, Langston K, Pitter MC, Tarr ME, Martino MA (2014) Validity and reliability of the robotic objective structured assessment of technical skills. Obstet Gynecol 123(6):1193–1199CrossRefPubMedPubMedCentral
17.
go back to reference Lovegrove C, Novara G, Mottrie A, Guru KA, Brown M, Challacombe B, Popert R, Raza J, Van der Poel H, Peabody J, Dasgupta P, Ahmed K (2016) Structured and modular training pathway for robot-assisted radical prostatectomy (RARP): validation of the RARP assessment score and learning curve assessment. Eur Urol 69(3):526–535CrossRefPubMed Lovegrove C, Novara G, Mottrie A, Guru KA, Brown M, Challacombe B, Popert R, Raza J, Van der Poel H, Peabody J, Dasgupta P, Ahmed K (2016) Structured and modular training pathway for robot-assisted radical prostatectomy (RARP): validation of the RARP assessment score and learning curve assessment. Eur Urol 69(3):526–535CrossRefPubMed
18.
go back to reference Raza SJ, Field E, Jay C, Eun D, Fumo M, Hu JC, Lee D, Mehboob Z, Nyquist J, Peabody JO, Sarle R, Stricker H, Yang Z, Wilding G, Mohler JL, Guru KA (2015) Surgical competency for urethrovesical anastomosis during robot-assisted radical prostatectomy: development and validation of the robotic anastomosis competency evaluation. Urology 85(1):27–32CrossRefPubMed Raza SJ, Field E, Jay C, Eun D, Fumo M, Hu JC, Lee D, Mehboob Z, Nyquist J, Peabody JO, Sarle R, Stricker H, Yang Z, Wilding G, Mohler JL, Guru KA (2015) Surgical competency for urethrovesical anastomosis during robot-assisted radical prostatectomy: development and validation of the robotic anastomosis competency evaluation. Urology 85(1):27–32CrossRefPubMed
19.
go back to reference Liu M, Curet M (2015) A review of training research and virtual reality simulators for the da vinci surgical system. Teach Learn Med 27(1):12–26CrossRefPubMed Liu M, Curet M (2015) A review of training research and virtual reality simulators for the da vinci surgical system. Teach Learn Med 27(1):12–26CrossRefPubMed
20.
go back to reference Lenihan JP Jr, Kovanda C, Seshadri-Kreaden U (2008) What is the learning curve for robotic assisted gynecologic surgery? J Minim Invasive Gynecol 15(5):589–594CrossRefPubMed Lenihan JP Jr, Kovanda C, Seshadri-Kreaden U (2008) What is the learning curve for robotic assisted gynecologic surgery? J Minim Invasive Gynecol 15(5):589–594CrossRefPubMed
21.
go back to reference Park EJ, Kim CW, Cho MS, Kim DW, Min BS, Baik SH, Lee KY, Kim NK (2014) Is the learning curve of robotic low anterior resection shorter than laparoscopic low anterior resection for rectal cancer?: a comparative analysis of clinicopathologic outcomes between robotic and laparoscopic surgeries. Medicine 93(25):e109CrossRefPubMedPubMedCentral Park EJ, Kim CW, Cho MS, Kim DW, Min BS, Baik SH, Lee KY, Kim NK (2014) Is the learning curve of robotic low anterior resection shorter than laparoscopic low anterior resection for rectal cancer?: a comparative analysis of clinicopathologic outcomes between robotic and laparoscopic surgeries. Medicine 93(25):e109CrossRefPubMedPubMedCentral
22.
go back to reference Finnegan KT, Meraney AM, Staff I, Shichman SJ (2012) Da vinci skills simulator construct validation study: correlation of prior robotic experience with overall score and time score simulator performance. Urology 80(2):330–336CrossRefPubMed Finnegan KT, Meraney AM, Staff I, Shichman SJ (2012) Da vinci skills simulator construct validation study: correlation of prior robotic experience with overall score and time score simulator performance. Urology 80(2):330–336CrossRefPubMed
23.
go back to reference Jarc AM, Curet M (2014) Construct validity of nine new inanimate exercises for robotic surgeon training using a standardized setup. Surg Endosc 28(2):648–656CrossRefPubMed Jarc AM, Curet M (2014) Construct validity of nine new inanimate exercises for robotic surgeon training using a standardized setup. Surg Endosc 28(2):648–656CrossRefPubMed
24.
go back to reference Green A Kappa Statistics for Multiple Raters Using Categorical Classifications. In: Proceedings of the Twenty-Second Annual Conference of SAS Users Group, 1997 Green A Kappa Statistics for Multiple Raters Using Categorical Classifications. In: Proceedings of the Twenty-Second Annual Conference of SAS Users Group, 1997
25.
go back to reference Dulan G, Rege RV, Hogg DC, Gilberg-Fisher KK, Tesfay ST, Scott DJ (2012) Content and face validity of a comprehensive robotic skills training program for general surgery, urology, and gynecology. Am J Surg 203(4):535–539CrossRefPubMed Dulan G, Rege RV, Hogg DC, Gilberg-Fisher KK, Tesfay ST, Scott DJ (2012) Content and face validity of a comprehensive robotic skills training program for general surgery, urology, and gynecology. Am J Surg 203(4):535–539CrossRefPubMed
26.
go back to reference Dulan G, Rege RV, Hogg DC, Gilberg-Fisher KM, Arain NA, Tesfay ST, Scott DJ (2012) Developing a comprehensive, proficiency-based training program for robotic surgery. Surgery 152(3):477–488CrossRefPubMed Dulan G, Rege RV, Hogg DC, Gilberg-Fisher KM, Arain NA, Tesfay ST, Scott DJ (2012) Developing a comprehensive, proficiency-based training program for robotic surgery. Surgery 152(3):477–488CrossRefPubMed
27.
go back to reference Lyons C, Goldfarb D, Jones SL, Badhiwala N, Miles B, Link R, Dunkin BJ (2013) Which skills really matter? proving face, content, and construct validity for a commercial robotic simulator. Surg Endosc 27(6):2020–2030CrossRefPubMed Lyons C, Goldfarb D, Jones SL, Badhiwala N, Miles B, Link R, Dunkin BJ (2013) Which skills really matter? proving face, content, and construct validity for a commercial robotic simulator. Surg Endosc 27(6):2020–2030CrossRefPubMed
28.
go back to reference Downing SM (2006) Face validity of assessments: faith-based interpretations or evidence-based science? Med Educ 40(1):7–8CrossRefPubMed Downing SM (2006) Face validity of assessments: faith-based interpretations or evidence-based science? Med Educ 40(1):7–8CrossRefPubMed
29.
go back to reference Carter SC, Chiang A, Shah G, Kwan L, Montgomery JS, Karam A, Tarnay C, Guru KA, Hu JC (2015) Video-based peer feedback through social networking for robotic surgery simulation: a multicenter randomized controlled trial. Ann Surg 261(5):870–875CrossRefPubMed Carter SC, Chiang A, Shah G, Kwan L, Montgomery JS, Karam A, Tarnay C, Guru KA, Hu JC (2015) Video-based peer feedback through social networking for robotic surgery simulation: a multicenter randomized controlled trial. Ann Surg 261(5):870–875CrossRefPubMed
30.
go back to reference Chen C, White L, Kowalewski T, Aggarwal R, Lintott C, Comstock B, Kuksenok K, Aragon C, Holst D, Lendvay T (2014) Crowd-Sourced Assessment of Technical Skills: a novel method to evaluate surgical performance. J Surg Res 187(1):65–71CrossRefPubMed Chen C, White L, Kowalewski T, Aggarwal R, Lintott C, Comstock B, Kuksenok K, Aragon C, Holst D, Lendvay T (2014) Crowd-Sourced Assessment of Technical Skills: a novel method to evaluate surgical performance. J Surg Res 187(1):65–71CrossRefPubMed
31.
go back to reference Shin DH, Dalag L, Azhar RA, Santomauro M, Satkunasivam R, Metcalfe C, Dunn M, Berger A, Djaladat H, Nguyen M, Desai MM, Aron M, Gill IS, Hung AJ (2015) A novel interface for the telementoring of robotic surgery. BJU International 116(2):302–308CrossRefPubMed Shin DH, Dalag L, Azhar RA, Santomauro M, Satkunasivam R, Metcalfe C, Dunn M, Berger A, Djaladat H, Nguyen M, Desai MM, Aron M, Gill IS, Hung AJ (2015) A novel interface for the telementoring of robotic surgery. BJU International 116(2):302–308CrossRefPubMed
Metadata
Title
Assessment of Robotic Console Skills (ARCS): construct validity of a novel global rating scale for technical skills in robotically assisted surgery
Authors
May Liu
Shreya Purohit
Joshua Mazanetz
Whitney Allen
Usha S. Kreaden
Myriam Curet
Publication date
01-01-2018
Publisher
Springer US
Published in
Surgical Endoscopy / Issue 1/2018
Print ISSN: 0930-2794
Electronic ISSN: 1432-2218
DOI
https://doi.org/10.1007/s00464-017-5694-7

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