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Prototyping Apps for the Management of Sleep, Fatigue, and Behavioral Health in Austere Far-Forward Environments: Development Study.
Military service inherently includes frequent periods of high-stress training, operational tempo, and sustained deployments to austere far-forward environments. These occupational requirements can contribute to acute and chronic sleep disruption, fatigue, and behavioral health challenges related to acute and chronic stress and disruption of team dynamics. To date, there is no centralized mobile health platform that supports self- and supervised detection, monitoring, and management of sleep and behavioral health issues in garrison and during and after deployments.
The objective of this study was to adapt a clinical decision support platform for use outside clinical settings, in garrison, and during field exercises by medics and soldiers to monitor and manage sleep and behavioral health in operational settings.
To adapt an existing clinical decision support digital health platform, we first gathered system, content, and context-related requirements for a sleep and behavioral health management system from experts. Sleep and behavioral health assessments were then adapted for prospective digital data capture. Evidence-based and operationally relevant educational and interventional modules were formatted for digital delivery. These modules addressed the management and mitigation of sleep, circadian challenges, fatigue, stress responses, and team communication. Connectivity protocols were adapted to accommodate the absence of cellular or Wi-Fi access in deployed settings. The resulting apps were then tested in garrison and during 2 separate field exercises.
Based on identified requirements, 2 Android smartphone apps were adapted for self-monitoring and management for soldiers (Soldier app) and team supervision and intervention by medics (Medic app). A total of 246 soldiers, including 28 medics, received training on how to use the apps. Both apps function as expected under conditions of limited connectivity during field exercises. Areas for future technology enhancement were also identified.
We demonstrated the feasibility of adapting a clinical decision support platform into Android smartphone-based apps to collect, save, and synthesize sleep and behavioral health data, as well as share data using adaptive data transfer protocols when Wi-Fi or cellular data are unavailable. The AIRE (Autonomous Connectivity Independent System for Remote Environments) prototype offers a novel self-management and supervised tool to augment capabilities for prospective monitoring, detection, and intervention for emerging sleep, fatigue, and behavioral health issues that are common in military and nonmilitary high-tempo occupations (eg, submarines, long-haul flights, space stations, and oil rigs) where medical expertise is limited.
Germain A
,Wolfson M
,Pulantara IW
,Wallace ML
,Nugent K
,Mesias G
,Clarke-Walper K
,Quartana PJ
,Wilk J
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《JOURNAL OF MEDICAL INTERNET RESEARCH》
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Development of Training to Prepare Army Medics to Address Behavioral Health Needs of Soldiers in Far-Forward Environments Utilizing Mobile App Technology.
Multi-domain operational combat environments will likely restrict key components of current behavioral health (BH) service delivery models. Combat teams in far-forward outposts or extended missions may need to rely on their own internal assets to manage combat and operational stress reactions for extended periods of time. As such, combat medics are expected to take on additional responsibilities as providers of BH support for isolated teams. As they receive limited BH training, medics require additional training to sufficiently respond to combat and operational stress reactions in their assigned teams. This study provided combat medics with a BH training and a mobile application-based support tool that would assist them in identifying and responding to BH concerns in their soldiers. The current analysis examines pre- to post-training changes in attitudes related to utilizing BH skills.
We created a brief training aimed to increase medics' ability and confidence regarding managing BH issues. Its development was part of a study on the feasibility of the Soldier and Medic Autonomous Connectivity Independent System for Remote Environments (AIRE) apps (NOCTEM, LLC), a digital system designed for far-forward BH and sleep monitoring and management. Participants were combat medics from two Army combat brigades preparing for a training rotation through a combat training center (CTC). A total of 16 medics consented to participation with nine medics available at the follow-up after the field exercise. Medics were surveyed before the training and after their return from the CTC.
In pre-training surveys, most medics indicated it was within their scope to assess for stress/anxiety, suicidal risk, stress reaction, and sleep problems; assist soldiers with optimizing work performance; and provide interventions for BH concerns and sleep problems. Less than half believed it was within their scope to assess and address team communication issues or provide intervention for stress reactions. After the CTC rotation, more medics endorsed that it was in their scope to provide interventions for acute stress reactions to traumatic events. Before the CTC rotation, at most 60% of the group felt at least moderately confident in utilizing the BH skills of discussing problems, assessing for concerns, and providing interventions. After CTC, the confidence levels for each skill increased or remained the same for most medics. Intervention skills had the highest proportion of medics (66%) reporting increased confidence in using the skills.
A larger proportion of medics believed it was within their scope of work and felt confident in assessing BH problems, and a smaller proportion believed it is within their scope of work and felt confident in applying interventions. The training increased most medics' confidence to administer interventions for BH and team communication issues. Similar training programs can help medics serve as support for a wide variety of circumstances when the brigade's mental health teams are inaccessible. Additionally, the Medic AIRE app expanded the ability to evaluate and provide interventions without extensive training in treatment modalities or BH conditions. This concept shows promise for providing medics with actionable tools when training time is limited such as during preparation for extended deployments.
Mesias GA
,Nugent KL
,Wolfson M
,Clarke-Walper KM
,Germain A
,Sampson MK
,Wilk JE
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Far Forward Behavioral Health Service Delivery in Future Combat Environments: A Qualitative Needs Assessment.
It is expected that future multi-domain operational (MDO) combat environments will be characterized by limited capabilities for immediate combat stress control support services for soldiers or immediate evacuation from theater. The operational requirements of the future battlefield make it unlikely that current models for behavioral health (BH) treatment could be implemented without significant adjustments. We conducted a qualitative study with Special Forces medics and operators and soldiers who had deployed to austere conditions in small groups in an effort to inform construction of a BH service delivery model for an MDO environment. The objectives of this study were (1) characterizing stressors and BH issues that were encountered and (2) describing mitigation strategies and resources that were useful or needed in these types of deployments.
Six focus groups were conducted at three army installations with 23 active duty soldiers, including three groups of medics using a semi-structured interview guide focused on stressors they encountered during deployments to austere conditions, and the impact of those stressors on mission and focus. Focus group recordings were transcribed, imported into NVivo software (version 12), and independently coded by two researchers. An analysis was then conducted to develop themes across participants. The study was reviewed by the Walter Reed Army Institute of Research Human Subjects Protection Board.
Behavioral health concerns were commonly cited as a stressor in far forward environments. Other common stressors included ineffective or inexperienced leaders, as well as poor team dynamics (e.g., communication and cohesion). Four primary strategies were mentioned as mitigations for deployment stressors: leadership, morale, resilience training, and strength of the team. When asked about resources or training that would have helped with these types of deployments, participants frequently mentioned the availability of BH providers and development of new and realistic BH skills trainings for non-providers and leaders.
Current models for treating BH problems need to be adapted for the future MDO environments in which soldiers will be expected to deploy. Understanding what issues need to be addressed in these environments and how they can best be delivered is an important first step. This study is the first to use qualitative results from those who have already deployed to such environments to describe the stressors and BH issues that were most commonly encountered, the mitigation strategies used, and the resources that were useful or needed.
Wilk JE
,Clarke-Walper KM
,Nugent KL
,Curley JM
,Crouch C
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Examining the Use of Mobile Technology to Deliver Tailored Sexual Assault Prevention in a Classroom Environment in the Military: Development and Usability Study.
Advances in mobile technology over the last 10 years have expanded its use in scientific research. However, there are challenges in creating a reliable system for intervention content delivery and data collection in an environment with limited internet connectivity and limited staffing capacity. The Sexual Communication and Consent (SCC) study used tablets to provide individualized Sexual Assault Prevention and Response training in a classroom environment that was both technologically and support staff limited.
We developed the SCC Basic Military Training app and a separate Sexual Assault Response Coordinator app to support individualized training within the new SCC program. This paper presents the functionality, protocols, challenges, and feasibility of deploying mobile technology in an educational environment in the military with limited resources.
We developed both mobile apps targeting the Apple iOS ecosystem. The Basic Military Training app provided a screening instrument that routed the trainee into 1 of 5 specific intervention programs. Over 2 days of basic military training set 2 weeks apart, trainees received a combined 6 hours of program-specific tablet training, combined with universal, interactive classroom training, led by qualified instructors. The Sexual Assault Response Coordinator app, used to deliver supplemental content to a subgroup of trainees, was made available for voluntary and private use at the Sexual Assault Response Coordinator's office on base. All anonymous data were manually transferred onto laptops, where the data were aggregated into files and securely transferred to the project staff for analysis. The study was conducted at the Lackland Air Force Base, Joint Base San Antonio, with 9196 trainees providing the data.
A total of 7742 trainees completed both the sessions of the SCC program and a series of evaluative assessments. Some trainees did not receive day 2 training, and only received day 1 training because the COVID-19 pandemic shortened the study period. Of the 190 SCC classes taught, only one class was unable to complete tablet training because of Apple licensing-related technology failure. The 360 study tablets were distributed across 3 classrooms (120 per classroom) and were handled at least 16,938 times with no reports of breakage or requiring replacement. Wi-Fi access limitations exacerbated the complexity of Apple licensing revalidation and the secure transfer of data from the classroom to project personnel. The instructor staff's limited technical knowledge to perform certain technical tasks was challenging.
The results demonstrated the feasibility of deploying a mobile app for tablet-based training in a military educational environment. Although successful, the study was not without technical challenges. This paper gives examples of technical lessons learned and recommendations for conducting the study differently, with the aim that the knowledge gained may be helpful to other researchers encountering similar requirements.
Eckhoff R
,Boyce M
,Watkins RL
,Kan M
,Scaglione N
,Pound L
,Root M
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《JMIR mHealth and uHealth》
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Remote Digital Psychiatry for Mobile Mental Health Assessment and Therapy: MindLogger Platform Development Study.
Universal access to assessment and treatment of mental health and learning disorders remains a significant and unmet need. There are many people without access to care because of economic, geographic, and cultural barriers, as well as the limited availability of clinical experts who could help advance our understanding and treatment of mental health.
This study aims to create an open, configurable software platform to build clinical measures, mobile assessments, tasks, and interventions without programming expertise. Specifically, our primary requirements include an administrator interface for creating and scheduling recurring and customized questionnaires where end users receive and respond to scheduled notifications via an iOS or Android app on a mobile device. Such a platform would help relieve overwhelmed health systems and empower remote and disadvantaged subgroups in need of accurate and effective information, assessment, and care. This platform has the potential to advance scientific research by supporting the collection of data with instruments tailored to specific scientific questions from large, distributed, and diverse populations.
We searched for products that satisfy these requirements. We designed and developed a new software platform called MindLogger, which exceeds the requirements. To demonstrate the platform's configurability, we built multiple applets (collections of activities) within the MindLogger mobile app and deployed several of them, including a comprehensive set of assessments underway in a large-scale, longitudinal mental health study.
Of the hundreds of products we researched, we found 10 that met our primary requirements with 4 that support end-to-end encryption, 2 that enable restricted access to individual users' data, 1 that provides open-source software, and none that satisfy all three. We compared features related to information presentation and data capture capabilities; privacy and security; and access to the product, code, and data. We successfully built MindLogger mobile and web applications, as well as web browser-based tools for building and editing new applets and for administering them to end users. MindLogger has end-to-end encryption, enables restricted access, is open source, and supports a variety of data collection features. One applet is currently collecting data from children and adolescents in our mental health study, and other applets are in different stages of testing and deployment for use in clinical and research settings.
We demonstrated the flexibility and applicability of the MindLogger platform through its deployment in a large-scale, longitudinal, mobile mental health study and by building a variety of other mental health-related applets. With this release, we encourage a broad range of users to apply the MindLogger platform to create and test applets to advance health care and scientific research. We hope that increasing the availability of applets designed to assess and administer interventions will facilitate access to health care in the general population.
Klein A
,Clucas J
,Krishnakumar A
,Ghosh SS
,Van Auken W
,Thonet B
,Sabram I
,Acuna N
,Keshavan A
,Rossiter H
,Xiao Y
,Semenuta S
,Badioli A
,Konishcheva K
,Abraham SA
,Alexander LM
,Merikangas KR
,Swendsen J
,Lindner AB
,Milham MP
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《JOURNAL OF MEDICAL INTERNET RESEARCH》