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Both users were experienced in tourniquet research. One was   (N = 60 tourniquet applications for the study). Users collected
          proficient and the other was an expert who acted as coach.  their own data: use number, ease of use (scored on a Likert
                                                             scale: 1–very difficult, 2–difficult, 3–neutral, 4–easy, 5–very
          The deliberate practice sessions were in a research laboratory.   easy), time to apply the tourniquet, girth, gap (i.e., wound to
          The practice focused on developing a specific motor skill un-  tourniquet), and notes of interest. Girth was measured as a cir-
          der ideal circumstances. Users were given their choice to wear   cumference around the limb using a tape measure with mark-
          eye protection or reading glasses. The sessions included an ori-  ings to one-sixteenth of an inch. Two girths were measured
          entation to the study and its skill, repeated performances of   from each of the two edges of the tourniquet band. The aver-
          the skill, collection of data, and periodic coaching.  age of the two girths was compared to the baseline as a girth
                                                             of the limb while the tourniquet was applied but untightened
          The medical device used was the Combat Application Tour-  to derive a calculated squeeze or indentation of the limb due to
          niquet (C-A-T, generation 7). Each participant used their own   a tightening effect. The minimum wound–tourniquet distance
          practice tourniquet.                               was visually chosen for measurement with a caliper.

          The simulated limb was a thigh-like cylinder with wounds   Descriptive statistics were used to analyze the data and report
          (Z-Medica Hemorrhage Control Trainer,  https://www.z   results. Paired t tests were performed to determine the signifi-
          -medica.com). The thigh-sized limb was on a benchtop, and   cance of girth change. Analyses were performed by using Excel
          the  simulated case  was first  aid,  or as military  services  say,   2003 (Microsoft, www.microsoft.com).
          tactical field care (Figure 1).

          FIGURE 1  Information about the case practiced.    Results
                                                             Deliberate Practice in Tourniquet Use
                                                             In deliberate practice of tourniquet use, the two participants
                                                             showed little interuser difference (Table 1). For example, ease-
                                                             of-use results were similar between users when represented as
                                                             summary parameters. These parameters provided a snapshot
                                                             of performance,  so they gave a basic assessment.  However,
                                                             summary parameters did not tell a developing story of learn-
                                                             ing over time for the individuals.

                                                             TABLE 1  Summary Parameters of Performance
                                                                                Time   Ease of Use  Squeeze   Gap
                                                              User Set  Parameter (seconds)  (scale 1–5)  (%)  (inches)
                                                                      Mean      104       4      −16    2.4
                                                                      Minimum    59       4      −26    1.8
                                                              Expert   Maximum  146       5      −9     2.8
                                                              user
                                                                      Standard   21.3    0.5     3.5    0.3
                                                                      deviation
                                                                      Mean       91       4      −15    2.5
                                                                      Minimum    76       3      −18    1.6
                                                              Proficient
                                                              user    Maximum   113       5      −8     2.8
                                                                      Standard   10.1    0.7     2.2    0.3
                                                                      deviation
                                                                      Mean       97       4      −15    2.4
                                                                      Minimum    59       3      −26    1.6
                                                              Both
                                                              users   Maximum   146       5      −8     2.8
                                                                      Standard   17.8    0.6     3.0    0.3
                                                                      deviation
          The information about the case used for practice in this study is de-
          picted in a simulated rendering of a caregiving record. Two red Xs   Application Time
          mark a wound track (tunnel), with its entrance and its exit at the   When charting the times to apply the tourniquet as a mean
          skin surface, respectively. The thick black marks that transverse the
          thigh indicate that the tourniquet band is looped circumferentially 2–3   of the data from both users, a radial polar plot was used to
          inches above each externally visible wound.        demonstrate if performance was seen as a spiral (Figure 2).
                                                             As users accrued experience by use number, times lessened,
          Each use comprised a sequence of actions. The user started the   on average, as the users became faster and more proficient.
          timer function on a smartphone, grasped a configured tourni-  In the charted data, the users plainly showed spiral learning
          quet, opened its looped band, passed the open loop around the   of the skill. The performance pattern looked like an outline
          end of the limb, placed the tourniquet on the skin 2–3 inches   drawing of a spiral-shaped seashell. In the first uses (uses 1–4
          above the wound, pulled the band to remove its slack, turned   of block 1), the means were maximal, and in the last uses (uses
          the rod three times forming a 540° arc, put the rod into a clip,   3–6 of block 5), the means were minimal. The large difference
          pulled the time strap to fasten it to the opposite clip in secur-  between the last use and the first use was seen as a big step
          ing the rod, taped over the strap, wrote the time of day on the   up, and the height of that step was the change in the amount
          1-inch cloth tape, and stopped the timer.          learned. By this metric, in these practices by these users, the
                                                             average quantity of individual learning was 49 seconds (119
          Both users applied the tourniquet six times per day (one block   seconds [use 1] – 70 seconds [use 30]). The users improved
          of six performances) over 5 days to accrue 30 uses individually   41% (49/119).


          46  |  JSOM   Volume 19, Edition 3 / Fall 2019
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