Evidence map›Paper›PMID 37971788›Full record

ArticleJMIR formative research2023

Patient Engagement and Provider Effectiveness of a Novel Sleep Telehealth Platform and Remote Monitoring Assessment in the US Military: Pilot Study Providing Evidence-Based Sleep Treatment Recommendations.

Emerson M Wickwire, Jacob Collen, Vincent F Capaldi, Scott G Williams, Samson Z Assefa, Julianna P Adornetti, Kathleen Huang, Janet M Venezia, Rachell L Jones, Christine W Johnston and 8 more

Open access · goldAbstract read
In one paragraph

Article in JMIR formative research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
0.8field-weighted citation impact, top 26% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed, 3 citations in OpenAlex.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

18 authors at 9 institutions in 1 country.

Emerson M WickwireSleep Disorders Center, Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, United States.ORCID https://orcid.org/0000-0002-2858-7742
Jacob CollenSleep Disorders Center, Walter Reed National Military Medical Center, Bethesda, MD, United States.
Vincent F CapaldiCenter for Military Psychiatry and Neuroscience, Walter Reed Army Institute of Research, Silver Spring, MD, United States.
Scott G WilliamsCenter for Military Psychiatry and Neuroscience, Walter Reed Army Institute of Research, Silver Spring, MD, United States.
Samson Z AssefaSleep Disorders Center, Fort Belvoir Community Hospital, Fort Belvoir, VA, United States.ORCID https://orcid.org/0009-0008-1429-8158
Julianna P AdornettiDivision of Pulmonary and Critical Care Medicine, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, United States.
Kathleen HuangCenter for Military Psychiatry and Neuroscience, Behavioral Biology Branch, Walter Reed Army Institute of Research, Silver Spring, MD, United States.ORCID https://orcid.org/0009-0005-3479-769X
Janet M VeneziaCenter for Military Psychiatry and Neuroscience, Behavioral Biology Branch, Walter Reed Army Institute of Research, Silver Spring, MD, United States.ORCID https://orcid.org/0009-0005-8182-7126
Rachell L JonesCenter for Military Psychiatry and Neuroscience, Behavioral Biology Branch, Walter Reed Army Institute of Research, Silver Spring, MD, United States.ORCID https://orcid.org/0000-0002-8074-9841
Christine W JohnstonDivision of Pulmonary and Critical Care Medicine, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, United States.
Connie ThomasCenter for Military Psychiatry and Neuroscience, Behavioral Biology Branch, Walter Reed Army Institute of Research, Silver Spring, MD, United States.ORCID https://orcid.org/0000-0002-7410-2435
Mary Ann ThomasSleep Disorders Center, Walter Reed National Military Medical Center, Bethesda, MD, United States.
Charles MountsSleep Disorders Center, Walter Reed National Military Medical Center, Bethesda, MD, United States.
Christopher L DrakeSleep Research Center, Henry Ford Hospital, Detroit, MI, United States.ORCID https://orcid.org/0000-0002-5486-3587
Michael S BusinelleTSET Health Promotion Research Center, Stephenson Cancer Center, Oklahoma City, OK, United States.ORCID https://orcid.org/0000-0002-9038-2238
Michael A GrandnerDepartment of Psychiatry, University of Arizona College of Medicine, Tucson, AZ, United States.
Rachel ManberDepartment of Psychiatry and Behavioral Sciences, School of Medicine, Stanford University, Palo Alto, CA, United States.
Jennifer S AlbrechtDepartment of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD, United States.
Walter Reed Army Institute of Research · USUniversity of Maryland, Baltimore · USWalter Reed National Military Medical Center · USAlexander T. Augusta Military Medical Center · USHenry Ford Hospital · USOklahoma State University Oklahoma City · USStanford University · USUniformed Services University of the Health Sciences · USUniversity of Arizona · US

Funding

Sleep and Cardiometabolic Health Disparities at the US/Mexico Border: The Nogales Cardiometabolic Health and Sleep (NoCHeS) StudyR01MD011600 · NIMHD · UNIVERSITY OF ARIZONA · PI GRANDNER, MICHAEL A · 2018 to 2022
$4.1M
NIMHD NIH HHS R01 MD011600
6 · The paper itself

Abstract

backgroundSleep problems are common and costly in the US military. Yet, within the military health system, there is a gross shortage of trained specialist providers to address sleep problems. As a result, demand for sleep medicine care far exceeds the available supply. Telehealth including telemedicine, mobile health, and wearables represents promising approaches to increase access to high-quality and cost-effective care.

objectiveThe purpose of this study was to evaluate patient engagement and provider perceived effectiveness of a novel sleep telehealth platform and remote monitoring assessment in the US military. The platform includes a desktop web portal, native mobile app, and integrated wearable sensors (ie, a commercial off-the-shelf sleep tracker [Fitbit]). The goal of the remote monitoring assessment was to provide evidence-based sleep treatment recommendations to patients and providers.

methodsPatients with sleep problems were recruited from the Internal Medicine clinic at Walter Reed National Military Medical Center. Patients completed intensive remote monitoring assessments over 10 days (including a baseline intake questionnaire, daily sleep diaries, and 2 daily symptom surveys), and wore a Fitbit sleep tracker. Following the remote monitoring period, patients received assessment results and personalized sleep education in the mobile app. In parallel, providers received a provisional patient assessment report in an editable electronic document format. Patient engagement was assessed via behavioral adherence metrics that were determined a priori. Patients also completed a brief survey regarding ease of completion. Provider effectiveness was assessed via an anonymous survey.

resultsIn total, 35 patients with sleep problems participated in the study. There were no dropouts. Results indicated a high level of engagement with the sleep telehealth platform, with all participants having completed the baseline remote assessment, reviewed their personalized sleep assessment report, and completed the satisfaction survey. Patients completed 95.1% of sleep diaries and 95.3% of symptom surveys over 10 days. Patients reported high levels of satisfaction with most aspects of the remote monitoring assessment. In total, 24 primary care providers also participated and completed the anonymous survey. The results indicate high levels of perceived effectiveness and identified important potential benefits from adopting a sleep telehealth approach throughout the US military health care system.

conclusionsMilitary patients with sleep problems and military primary care providers demonstrated high levels of engagement and satisfaction with a novel sleep telehealth platform and remote monitoring assessment. Sleep telehealth approaches represent a potential pathway to increase access to evidence-based sleep medicine care in the US military. Further evaluation is warranted.

Indexed as

applicationbehavioralcareeffective careeffectivenessinsomniamonitoringobstructive sleep apneapatient engagementremote monitoringsleepsleep disorderstelehealthwearables

Identifiers

PMID37971788
PMCPMC10690521
OpenAlexW4386618347

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.