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. 2022 Nov 22;17(4):1207–1225. doi: 10.1007/s11701-022-01492-9

Table 2.

Characteristics of included studies assessing skill transfer in simulated settings

Study author, year Skill transfer Participants Task sequence Comparison group(s)
Anderberg et al. [18], 2010 Lap. → R 10 medical students (SN) performing tasks with conv. lap. first then on the da Vinci robot

Repeated 4 times on each platform:

 Grab the Needle

 Continuous Suturing

 Tie a knot

10 medical students (SN) performing tasks with the robot first then with conv. lap
Angell et al. [19], 2013 Lap. → R 14 medical students (SN)

Spiral cutting exercise using da Vinci robot

1 month lap. training (no robotic exposure)

Repeat spiral cutting exercise on da Vinci robot and on lap. box trainer

None
Ashley et al. [20], 2019 Lap. → R 15 medical students (SN) trained on a lap. simulator and assessed on robotic simulator (RoSS)

Balloon Grasp and Ball Drop tasks on RoSS, and Peg Transfer and Ball Drop tasks on lap. simulator

Participants randomised to either lap. simulator or RoSS and perform Ball Drop 10 times

Perform Ball Drop with the unpractised modality

16 medical students (SN) trained on RoSS and assessed on lap. simulator
Blavier et al. [21], 2007 Lap. → R 40 medical students (SN) performing tasks with conv. lap. before switching to the da Vinci robot, or vice versa Needle Guidance task Medical students performing task with the robot first, then with conv. lap
Cumpanas et al. [22], 2017 Open → R 10 trainee surgeons (> 2 years of open surgical exp. only)

3 repetitions on da Vinci Skills Simulator of:

 Peg Board Level 1 (easy)

 Energy Dissection Level 2 (intermediate)

 Suture Sponge Level 3 (difficult)

15 final year medical students (SN)
Davila et al. [23], 2017 Lap. → R 9 surgical trainees (RN with limited lap. exp.) trained on lap. simulator then assessed on the da Vinci robot

3 consecutive attempts each of Intracorporeal Knot Tying and Peg Transfer tasks performed on the robot

Participants undergo 4 1-h training sessions in their assigned training modality

Robotic skills then reassessed with the same two tasks

88888surgical trainees receiving no training

10 surgical trainees trained on da Vinci Skills Simulator

Feifer et al. [24], 2010 Lap. → R

5 medical students (SN) undergo ProMIS (Haptica, Ireland) practice

5 medical students (SN) undergo LapSim (Surgical Science, Sweden, AB) practice

5 medical students (SN) undergo ProMIS and LapSim training

Baseline evaluation on da Vinci robot with Peg Transfer, Pattern Cutting, Intracorporeal Suturing and Cannulation

Participants undergo practice on assigned platform

Reassessed on da Vinci robot

5 medical students (SN) undergo no lap. training
Finnerty et al. [25], 2016 Lap. → R 28 surgical residents (RN with varying lap. experience ranging from 1 to 750 cases logged)

1 trial on da Vinci robot of:

 Match Board

 Energy Dissection

Suture Sponge

8 medical students (SN)
Hagen et al. [26], 2009 Lap. → R 16 lap. trained fellows or senior surgeons

10 repetitions on da Vinci robot of:

 Rubber Ring Placement

 Suturing with Knot Tying

 Needle Guidance

18 medical students or residents (LN)
Hassan et al. [27], 2015 Lap. → R 15 medical students and junior residents (SN) performing tasks with conv. lap. first then on da Vinci robot

5 repetitions on each platform of:

 Pick and Place

 Thread the Ring

15 medical students and junior residents (SN) performing tasks with R. lap. first then with conv. lap
Jayaraman et al. [28], 2010 Lap. → R Lap. exp. surgeon (RN) Each participant performed 10 lap. and 10 robotic choledochojejunostomies on ex vivo model consisting of porcine livers with contiguous intestines

Surgeon with R. and lap. exp

Surgeon with only basic lap. exp

Kim et al. [29], 2014 Lap. → R 10 lap. exp. surgeons (RN)

Bead Transfer, Ring Insertion onto Cone, and Suturing with Knot Tying tasks performed on both lap. and da Vinci robotic platforms

Tasks repeated after an 8-week interval

10 LN medical students
Kowalewski et al. [30], 2018

Open → R

Lap. → R

25 surgeons (varying levels of open and lap. exp.)

1 repetition each on da Vinci robot of:

 Peg Board

 Pick and Place

 Thread the Rings

 Suture Sponge

37 medical students (SN)
McVey et al. [31], 2016 Lap. → R 32 trainees with varying levels of lap. exp

Participants undergo 4 week robotic surgery course

Assessed pre- and post-course on R. and lap. platforms:

 Peg Transfer

 Intracorporeal Suturing and Knot Tying

Comparisons performed in analysis based on baseline lap. skill score
Moncayo et al. [32], 2019 Lap. → R 6 medical students (SN) performing tasks on the lap. platform first then on the R. platform

Repeated 5 times on each platform:

 Thread the Ring

 Transfer the Plot

6 medical students (SN) performing tasks on the R. platform first then on the lap. platform
Obek et al. [33], 2005 Lap. → R 10 medical students (SN) assessed with robotics first, undergo conv. lap. training then reassessed with robotics

Intracorporeal Knot Tying performed on assigned pre-training platform

Knot Tying practiced with assigned training method

Knot Tying reassessed on pre-training platform

10 medical students (SN) assessed with conv. lap. first, undergo R. training then reassessed with conv. lap
Panait et al. [34], 2014 Lap. → R 14 lap. exp. surgery residents (RN)

Tasks performed on lap. platform first and then on R. platform (after a 24 h interval):

 Peg Transfer (easiest task)

 Circle Cutting (intermediate)

 Intracorporeal Suturing (hardest task)

14 medical students with minimal lap. exp. and no R. exp
Passerotti et al. [35], 2015 Lap. → R 12 lap. exp. surgeons (RN)

Performed in 5 consecutive, weekly training sessions on both the lap. and robotic platforms:

 Peg Transfer

 Precision Cutting

 Suturing with Intracorporeal Knot Tying

31 SN
Pimentel et al. [36], 2018 Lap. → R 20 lap. exp. surgeons (RN)

4 repetitions on da Vinci-Trainer of the following sequence:

 Peg Board 2

 Ring and Rail 1

 Suture Sponge 1

20 first-year surgical residents with minimal lap. and no robotic exp
Teishima et al. [37], 2012 Lap. → R 10 lap. exp. urologic surgeons (RN)

4 repetitions on da Vinci-Trainer of:

 Pick and Place

 Peg Board

 Rope Walk

 Energy Dissection

 Suture Sponge

 Thread the Rings

13 lap. inexp. urologic surgeons (RN)
Thomaier et al. [38], 2017 Lap. → R 20 medical students (SN) practice on lap. simulator

Baseline evaluation of Peg Transfer on lap. simulator and Peg Board 1 on robotic simulator

Participants then undergo practice session on assigned platform

Reassessed performing the Peg Transfer task on both simulators

20 medical students (SN) practice on robotic simulator
Tillou et al. [39], 2016 Lap. → R 20 senior residents, registrars and attending surgeons (lap. trained)

To ensure progressive learning, the following task sequence was used on da Vinci Skills simulator:

 Camera Targeting 1 & 2

 Ring Walk 1 & 2

 Suture Sponge 1 & 2

 Energy Switching 1 and Dissection

Participants could only start next task upon scoring ≥ 80% in previous one

8 junior residents (with no formal lap. training)

2 experienced robotic surgeons

Vurgun et al. [40], 2020 Lap. → R

6 medical students (SN) undergo 20 min of lap. training

6 medical students (SN) undergo 40 min of lap. training

Participants undergo assigned lap. training

Participants then complete Rope Passing and Ball Placement tasks on Laparo Advance box trainer (Laparo LLC, Wroclaw, Poland) and then similar tasks on Senhance robotic simulator (Senhance Surgical System & Kroton LLC, Warsaw, Poland)

11 medical students (SN) receive no lap. training
Yoo et al. [41], 2015 Lap. → R 11 lap. exp. surgeons (no robotic experience)

1 trial on da Vinci-trainer of:

 Pick and Place

 Peg Board

 Match Board

14 medical students (SN)
Zihni et al. [42], 2016 Lap. → R 26 RN

Tasks performed 3 times each on each platform (Robotic/Lap.). Platform and task order randomised:

 Peg Transfer

 Pattern Cutting

 Intracorporeal Suturing

Comparisons made on platform order

conv. lap. conventional laparoscopy, exp. experience, inexp. inexperienced, lap. laparoscopic, LN laparoscopic naïve, R robotic, RCT randomised controlled trial, RN robotics naïve, SN surgically naïve