103Table 6.3Summary of current studies evaluating the application of crowd-based evaluation of surgical skillsFirst authorYearTask performersTaskEvaluation mechanismAverage time to feedbackRating agreement between crowds and expertsCompensationChen20141 “above average” performerRobotic knot tyingGEARSaDepth perception
Bimanual dexterity
Efficiency
Global domain
Verbal commentsTurk workers: 5 days Facebook users: 25 days Surgeons: 24 daysSimilar ratings among 409 Turk workers, 67 Facebook users, and 9 teaching surgeons$1.00/HITdHolst2015a3 urology residents (PGY2, PGY4, PGY5) 2 urology facultyFundamentals of laparoscopic surgery (FLS) intracorporeal suturingGEARSaDepth perception
Bimanual dexterity
EfficiencyTurk workers: 2 h, 50 min Surgeons: 26 hCronbach’s α = 0.91^2 r = 0.93$0.50/ HITdHolst2015b12 surgeons of varying robotic surgical experienceLive porcine robotic-assistedurinary bladder closuresGEARSaBimanual dexterity
Depth perception
Efficiency
Force sensitivity
Robotic controlTurk workers: 4 h, 28 min Surgeons: 14 daysCronbach’s α = 0.93^2 r = 0.91$0.75/HITdWhite201549 surgeons25 urology general surgery and obstetrics and gynecology PGY1–PGY6 trainees
24 faculty surgeonsRobotic pegboard transfer and suturing taskGEARSaDepth perception
Bimanual dexterity
EfficiencyTurk workers: 8 h, 52 min for suturing task; 108 h, 48 min for pegboard taskPegboard task: Cronbach’s α = 0.84 Suturing task: Cronbach’s α = 0.92$0.25/pegboard task$0.50/ suturing task(continued)6 Crowdsourcing and Large-Scale Evaluation