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study adherence and retention through use of design principles   TABLE 1  Study Assessments
          from consumer app development. 15                                                              Study
                                                              Assessment              Prestudy Daily Weekly  End
          Assessments                                         Self-Report Questionnaires
                                                              Prestudy Survey*          X
          Table 1 lists the assessments administered through the app,
          as well as measures collected through wearable technologies.   Demographic Survey  X
          These  include a  validated personality  profile  assessment,  as   Big Five Inventory    X
          well as additional psychosocial assessments and combat his-  Optimism Scale   X
          tory surveys. These surveys are commonly used in military and   Gratitude Questionnaire  X
          psychological research to gain a deeper understanding of un-  Connor-Davidson Resilience Scale  X
          derlying factors that contribute to interindividual variability in   Grit Scale  X
          health and wellness.                                Five Facet Mindfulness
                                                              Questionnaire             X
          We have incorporated assessments that privately obtain daily   Emotional Regulation   X
          information related to sleep quality and alcohol consumption,   Questionnaire
          extending the single measures that are obtained in the in-   Locus of Control Scale   X
          person cORA. In addition, we gather longitudinal data on   Deployment Risk & Resilience   X
          other factors that influence health and human performance,   Inventory-2
          such as daily mood, arousal, physical pain, social interactions,   Primary Care PTSD Screen for   X
          energy drink consumption, and tobacco consumption. 16–18  DSM-5 (PC- PTSD-5)
                                                              Satisfaction with Life Scale    X           X
          Other unique features enhance the warfighter experience with   Patient Health Questionnaire   X  X
          the mobile app and drive engagement and personalization.   (PHQ-8)
          For example, the user is asked to choose personal health goals   Generalized Anxiety Disorder   X  X
                                                              (GAD-7)
          across the POTFF domains, and the app provides daily and
          weekly summary data using the insights feature. This allows   The Positive and Negative Affect   X
                                                              Schedule (PANAS)
          visualization of progress toward those goals. The platform and   Weekly Survey**          X
          app also query Servicemembers about issues that are not as
          readily disclosed, such as a history of physical and emotional   Daily Survey***    X
          trauma, as well as spiritual practices. Over the study inter-  System Usability Scale           X
          val, the app is designed to provide individual and continuous   Poststudy Survey***             X
          insights for the user that detect early indicators of physical   Neurocognitive Tasks
          and mental behavioral degradation. Through active use of the   Reaction Time (Simple,     X
          study app and sensors, the user can set goals and participate   Procedural)
          in app tools that are designed to enhance physical and mental   Tapping Speed             X
          resilience. Examples of the screens collecting this information   Stroop Test             X
          are shown in Figures 2 and 3.                       Trail Making Test                     X
                                                              Spatial Memory                        X
          Study Device and Use                                Analyte Sensor (pending availability)
                                                              Glucose (continuous)            X
          The study tracks warfighters’ longitudinal use of digital  cORA’s
          mobile application in conjunction with third-party devices   Lactate (continuous)   X
          (i.e., biometric sensors and wearables). Subjects are provided   Ketones (continuous)  X
          with study devices consisting of an iPhone and Apple Watch   Alcohol (continuous)   X
          on which they download the custom research app from the   Watch/Wearable
          Apple App store. This occurs in an orientation session prior to   Heart Rate        X
          providing in-app consent. Study support personnel are present   ECG                 X
          at this time, and the session is scheduled in collaboration with   Activity         X
          enrolling military unit personnel charged with assisting in en-  Sleep              X
          rollment coordination. Like the in-person cORA design, 3 RD   Interventions
          SFG(A) Green Berets are enrolled following deployment, and
          1st Reconnaissance Marines are enrolled prior to deployment   Mindfulness Meditation  X
          during combat training.                             Nutrition Guidelines            X
                                                              Sleep Hygiene Tips                    X
                                                              Alcohol and Tobacco Cessation
          Privacy and Cybersecurity Governance                Tips                                  X
          The BCRP is governed by robust privacy policies, cybersecu-  *Prestudy survey contains questions on concussion, headaches, major
          rity policies, and procedures. Such measures help ensure that   musculoskeletal injury, major surgeries, and utilization of chaplain/
                                                             psychological services.
          data are deidentified and in accordance with the Health Insur-  **Weekly survey contains questions on utilization of chaplain/behav-
          ance Portability and Accountability Act (HIPAA) protections.   ioral health services.
          The cybersecurity practices are incorporated into the software   ***Daily survey contains questions on Mood, Sleep, Pain, Alcohol,
          by design and in accordance with FDA guidance to mitigate   Tobacco, Social, Arousal, and Energy Drink Consumption.
                                                             ****Poststudy survey contains questions on helpfulness of app/inter-
          cybersecurity risk.  The privacy and cybersecurity attributes   ventions self-knowledge/awareness and educational resources.
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