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Special Forces Group Airborne, [3rd SFG(A)]) and predeploy-  list of measures collected) were collected actively and passively
              ment Reconnaissance Marines (1st Reconnaissance Battalion   through the custom application, and study users were also able
              [1st Recon Bn]).                                   to complete study questionnaires on their Watch (Figure 1).

                                                                 A secure, custom research software platform was built to
              Methods
                                                                 collect data across the POTFF domains continuously. It was
              The U.S. Army Medical Research and Development Command   modeled after an in-person re-deployment assessment of 3rd
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              funded the study. Study participants were recruited from 3rd   SFG(A) members, as detailed.  The platform enables the col-
              SFG(A), Fort Bragg, NC, and 1st Recon Bn, Camp Pendle-  lection of multiple health measures under each POTFF domain
              ton, CA. Participants were enrolled and followed from May   and, after data analysis, delivers continuously updated sum-
              2021 to April 2022. This study was approved by the USC IRB   mary data back to the Servicemember. This system provides
              (UP-20-00927-CR003).                               novel insights into relationships between the measures col-
                                                                 lected while helping individuals track their progress toward
              A total of 99 participants were enrolled for an average pe-  goals they establish within a custom-made mobile application
              riod of 189 (SD 43) days for the 3rd SFG(A) and 259 (SD   (app). The app collects and displays real-time and summary
              64) days for the 1st Recon Bn members. For the 3rd SFG(A),   data and custom-designed educational content to support suc-
              108 individuals were assessed for eligibility, 72 consented to   cess in achieving individual goals. The content includes vetted
              participate, and 49 participated in baseline data collection. For   military information in video and written form, addressing
              1st Recon Bn, 59 individuals were assessed for eligibility, 59   various physical, psychosocial, and familial issues.
              consented to participate, and 50 participated in baseline data
              collection.                                        Device sensors and data were displayed for the study partici-
                                                                 pants. Participants were asked to set goals within the app, and
              Participants received the study devices, including an iPhone SE   progress toward these goals was tracked. The app could track
              (Apple Inc., Cupertino, CA, USA; www.apple.com/iphone-se)   nutrition, hydration, caffeine, and nicotine intake.
              (with a custom-built research application) and an  Apple
              Watch (Apple Inc., Cupertino, CA, USA;  www.apple.com/  Figure 1 illustrates app screens that show app functionality.
              watch). Study devices were purchased by the researchers and   Cognitive tasks were created using Apple ResearchKit phys-
              were returned by participants upon study completion. Con-  ical, psychosocial, and  familial issues.  (https://www.apple.
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              sent for participation and study measures (see Appendix for a   com/lae/researchkit/)  and were presented within the app to





                      (A)           (B)          (C)

                                                               (D)          (E)









                                                                                         FIGURE 1  (A, B, C) Example
                                                                                         display of data available to
                                                                                          view in the Insights tab.
                                                                                         (D, E) Example of survey
                                                                                         questions pushed to watch.
                                                                                         (F-J) Examples of the digital
                                                                                         versions of the weekly cognitive
                                                                                         assessments, from LEFT TO
                                                                                         RIGHT: Stroop test, Shake test,
                                                                                         Spatial Span test, Tapping Speed
                                                                                         test, and Trail Making test.













                      (F)           (G)          (H)           (I)           (J)

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