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confidence in NVG+A use significantly increased from pre-   For standardization, participants were not allowed to mix and
              to posttesting for both IV and IO access and feedback from   match or otherwise alter equipment prior to testing, as is com-
              study participants. Most of the study participants were unfa-  mon with personalized medical kits. No long-term follow-up
              miliar with the focusing adaptors prior to testing, and many   data were collected to determine the stability of findings over
              had difficulty adjusting the focus. During the experiment and   time.
              on the exit survey, multiple participants commented that they
              would have liked more time to familiarize themselves with the   Finally, posttesting surveys were completed after the partici-
              adaptors prior to evaluation and would have preferred more   pant had completed all procedures rather than following each
              repetitions during testing. When a participant failed at IV or   procedure and therefore may have suffered from recall bias.
              IO procedures, it was common for them to ask if they could   We intentionally chose this strategy because it was impractical
              try again or whether there would be a second round of testing.   to turn on the lights between iterations to complete survey
              Combined, these findings underscore the significant learning   information gathering, then re–dark-adapt participants for
              curve and highlight the importance of training and practice   their next iteration, because we wanted participants to ap-
              with NVG focusing adaptors.                        preciate each lighting condition before rating conditions and
                                                                 choosing their preferences. Further, we have used this strategy
              Limitations                                        of waiting until all objective data are collected before solicit-
              This study was limited by the sample, which was modest in   ing exit-survey information in previously published research
              size and included only US Navy medical personnel. Further,   from our laboratories. 25,26  Our mirrored Latin square design
              while all participants indicated they had received TCCC train-  was chosen to foster the principle that each lighting condition
              ing, we did not obtain data regarding exactly which TCCC   would be equally represented as the first, second, and third
              courses each attended and what other relevant medical train-  condition in the sequence, so there was no systematic bias re-
              ing each might have had.                           garding recency of memory unduly advantaging any specific
                                                                 lighting condition. Regardless, recall bias may have limited
              It is always possible that the results of a study could be an   our postsurvey data. For these reasons, posttesting survey
              artifact of bias. However, to guard against potential sources   findings should be only generalized with appropriate caution.
              of bias, all participants received the identical introduction and
              instruction set that did not favor any specific lighting device.
              Participants used identical brand and model headlamps, NVG,   Areas for Future Research
              and NVG focusing adaptors. All workstations were identical,   The present study should be replicated with larger, more di-
              and the same model stopwatch was used to measure time to   verse samples, including personnel from other military Ser-
              completion. Further, this experiment employed a randomized   vices and tactical civilian personnel, various NVG and adaptor
              mirrored Latin square design, so that each lighting condition   models, and different challenging tasks under combat or simu-
              had equal odds of being represented in the first, second, or   lated-combat conditions. Ideally, selection bias can potentially
              third sequence position to balance order effects (e.g., warm-up   be avoided by testing randomly selected, stratified samples
              effects from going first or fatigue effects from going last) and   of participants from the various target populations of United
              carry-over effects because each lighting condition had equal   States Navy medical personnel or other populations whenever
              odds of going first or being preceded by either of the other   feasible.
              two lighting conditions. However, participation in this study
              was voluntary, which can potentially bias results (i.e., selection   The effect of focusing adaptors on other operational proce-
              bias), thereby challenging the external validity and general-  dures should be investigated, such as tourniquet application,
              izability of a study by fostering conclusions that may not be   airway procedures, thoracostomy, medication draws, map
              fully representative of the sampled population. 23  reading, and retrieval of gear from a medical bag.
              This study was conducted under laboratory conditions using   This study failed to reveal systematic differences in outcomes
              simulation mannequins, not live humans in battlefield or aus-  based on demographic data. However, these null findings may
              tere conditions, situations that may include, for example, gen-  have been the result, at least in part, of the modest sample
              uine time stress toward preserving life in chaotic environments   size overall and the meager or nonexistent sample sizes for
              or inclement weather. Only one NVG model and one adaptor   some included demographic items (e.g., only four SARCs and
              model were tested.                                 one FMST; only three with prior NVG+A operational experi-
                                                                 ence; no color-blind participants). Additionally, some poten-
              The tactical headlamp was tested with only green light to en-  tially important personal variables were not included, such as
              sure that all three lighting conditions employed greet light.   specific prior trainings (e.g., TCCC courses, type and level of
              However, red light is commonly used, and there is empirical   SOF operator training, duration and specifics of other rele-
              evidence that a red-green color mix may be more effective in   vant medical training, and NVG cross-training). Future schol-
              low-light conditions than green-only or red-only for close-in   ars may choose to seek appropriate samples to systematically
              medical procedures, such as suturing.  Additionally, we did   assess the potential impact of demography, training, and expe-
                                            24
              not test participants under full-light conditions, which would   rience on the effective use of lighting on IV and IO application
              have allowed us to assess their success rates and application   in low-light conditions.
              times under tactical lighting conditions compared with ideal
              lighting conditions.                               Further, confidence ratings were not significantly related to
                                                                 study outcomes. The reasons for these null findings are unclear.
              Participants were given only minimal training prior to testing,   Empirical research suggests that self-assessment may be flawed
              were not provided an opportunity to practice, and were al-  in general and that there may be a confidence-competence
              lowed only one attempt per procedure per lighting condition.   mismatch in tourniquet application by nonmedical users. 27-29

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