Page 69 - JSOM Summer 2018
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FIGURE 5  Assessment scale for surgical procedures.
                                      1                2               3                4               5
              Abdominal procedure  Major technical   Major bowel and/or   Minor superficial   No internal organ   Task completed
                               issue resulting in   liver injury  liver or bowel injury   injury, packing   rapidly in a safe
                               likely unrepairable              (<2mm deep and 2cm  of abdomen   manner with
                               complications                    long), bowel repair   was acceptable,   technical excellence
                                                                borderline      anastomosis
                                                                                acceptable
              Femur procedure  Fixation not stable,   Fixation not stable,   Fixation stable, ≥2   Minor location and   Stable fixation in
                               fractured bone or   <1.5cm from break,   pins through bone   depth issues, but   place, pins inserted in
                               pin inserted >1cm   ≥2 pins through   but <5mm   stable fixation  acceptable locations
                               through bone, pin   bone, >7mm                                    and depths
                               placed <5mm from
                               break
              Pelvis procedure  No fixation, major   Major skive in bone   Major angulation of   Pins slightly   Task completed with
                               break in technique,   present, failure to   ≥1 pins or excessive   misplaced but   pins in a functional
                               pin creates bone   properly close the   pin depth  functional     location and properly
                               fracture         pelvis                                           functional fixation in
                                                                                                 place
              Ankle amputation  Major breaks in   Major defect in   Two minor breaks in  One minor break in   Procedure completed
                               technique that could   skin incision,   technique  technique that would  with no significant
                               produce permanent   bone transection,            be inconsequential to  errors in technique
                               harm             or technique that               outcome
                                                does not produce
                                                permanent harm

                            prepack flow rate – postpack flow rate  miscommunication), reaction time once error realized, and er-
              Percent reduction =                        100%   ror severity (expressed on a Likert-type scale). This method
                                    prepack flow rate
                                                                 allowed the researchers to collect subtask duration data to
              To standardize each of the four procedures and normalize the   0.01 seconds and avoid underestimates of time seen in pa-
              broad range of knowledge and experience unique to each par-  per-and-pencil methods when exhibits are close together. 7
              ticipant, researchers provided the surgeons with an explicit
              sequence of subtasks (Figure 6).                   Assessment of Physiologic Stress,
                                                                 Workload, and Motion Sickness
              During each procedure, participants used a verbalization tech-  In response to the motion conditions, researchers tracked four
              nique common in usability testing called the Think-Aloud pro-  indicators of stress and motion sickness: (1) an EEG-based
              tocol, allowing the researchers to follow each team as they   measured workload; (2) heart rate variability (HRV)–based
              proceeded through the treatment script. Surgeons announced   measured arousal; (3) a postprocedure, self-reported Surgical
              the initiation of each procedural subtask as well as thoughts,   Task Load Index (TLX) survey; and (4) a postprocedure, self-
              reactions, and frustrations encountered throughout each   reported Motion Sickness Assessment Questionnaire (MSAQ).
              operation.
                                                                 To measure the first two indicators, researchers used the
              To visually capture all manual dexterity activities required   B-Alert X10 EEG Cap (Advanced Brain Monitoring, http://
              during the surgical procedures, four video cameras were in-  www.advancedbrainmonitoring.com; Figure 7), a commercial
              stalled in the operating room to give the surgical SME and   off-the-shelf physiological monitoring device that contained
              testing Operator situational awareness of the participants’ ac-  channels for collecting EEG signals and electrocardiogram
              tions. The Noldus Observer XT (Noldus Information Technol-  data for assessing heart rate and HRV data of the surgeon
              ogy, http://www.noldus.com), used for coding and analyzing   and tech. The metric for this method of cognitive workload
              types, frequencies, and durations of observed events, permitted   collection was validated in a previous study  based on a dis-
                                                                                                   8
                real-time tagging of the camera and electroencephalographic   criminant function analysis of the data provided by the EEG
              (EEG) video data for the following programmed events: sub-  channels. Baseline measurements were calibrated for everyone
              task duration, completion of procedure, occurrence of error,   before the procedure and collected at 1-second epochs. Data
              error type (i.e., overshooting target, dropping instrument, and   were then submitted to a stepwise analysis and categorized to
              FIGURE 6  Surgical subtasks for each procedure.
                Abdominal Damage Control      Pelvic Fracture         Femur Fracture        Lower Leg Amputation
              1. Surgical preparation   1. Request radiograph    1. Request radiograph    1. Request radiograph
              2. Confirm anesthesia is ready  2. Confirm anesthesia is ready  2. Confirm anesthesia is ready  2. Confirm anesthesia is ready
              3. Incision into abdomen  3. Surgical preparation  3. Verbalize vascular control  3. Surgical preparation
              4. Packing                4. Insert first pin      4. Surgical preparation  4. Amputation begins
              5.  Start injury repair (surgeon   5. Insert second pin  5. Insert first pin  5. Skin cut
                asks for suture)        6. Insert third pin      6. Insert second pin     6. Verbalize vascular control
              6. End injury repair      7. insert fourth pin     7. Insert third pin      7. Separate bones
              7. Begin closure          8. Stabilizer placement  8. Insert fourth pin     8. Cut first bone
              8. End surgery            9. Rod placement         9. Stabilizer placement  9. Cut second bone
                                       10. Vascular reevaluation (verbal) 10. Rod placement  10.  Reevaluation of vascular
                                       11. Dressing placement   11. Vascular reevaluation (verbal)  control (undo tourniquet)
                                       12. End surgery          12. Dressing placement   11. Dressing
                                                                13. End surgery          12. End surgery

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