Evidence map›Paper›PMID 41490370›Full record

Observational studyJMIR mental health2026

Telebehavioral Health, In-Person, and Hybrid Modalities of Treatment Delivery Among US Service Members: Longitudinal Observational Study.

Kristen H Walter, Lisa H Glassman, Jordan A Levine, Hee-Jin Jun, James F Bonkowski, Samuel Y Chung, Emily A Schmied

Abstract readObservational Study
In one paragraph

Observational study in JMIR mental health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. 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

7 authors.

Kristen H WalterNaval Health Research Center, 140 Sylvester Road, San Diego, CA, 92106, United States, 1 619-540-4108.ORCID http://orcid.org/0000-0002-2464-2716
Lisa H GlassmanNaval Health Research Center, 140 Sylvester Road, San Diego, CA, 92106, United States, 1 619-540-4108.ORCID http://orcid.org/0000-0002-4909-519X
Jordan A LevineNaval Health Research Center, 140 Sylvester Road, San Diego, CA, 92106, United States, 1 619-540-4108.ORCID http://orcid.org/0000-0002-3008-9507
Hee-Jin JunSchool of Public Health, San Diego State University, San Diego, CA, United States.ORCID http://orcid.org/0000-0001-8479-698X
James F BonkowskiNaval Health Research Center, 140 Sylvester Road, San Diego, CA, 92106, United States, 1 619-540-4108.ORCID http://orcid.org/0000-0003-0319-9927
Samuel Y ChungNaval Health Research Center, 140 Sylvester Road, San Diego, CA, 92106, United States, 1 619-540-4108.ORCID http://orcid.org/0009-0000-3718-4286
Emily A SchmiedSchool of Public Health, San Diego State University, San Diego, CA, United States.ORCID http://orcid.org/0000-0001-8512-4026

Funding

Building Capacity and Infrastructure for Population Health and Health Disparities Research at San Diego State UniversityS21MD010690 · NIMHD · SAN DIEGO STATE UNIVERSITY · PI AYALA, GUADALUPE X, CASTILLO, JOSE E · 2016 to 2020
$10.0M
NIMHD NIH HHS S21 MD010690
6 · The paper itself

Abstract

Background: The availability of telebehavioral health care dramatically increased in response to the COVID-19 pandemic among both civilian and military populations. After the restrictions were lifted, telebehavioral health use decreased but remained elevated compared to before the pandemic. Examining the use of treatment modalities and how they relate to care metrics can inform the future delivery of behavioral health care. Objective: This study aimed to explore behavioral health use patterns by treatment modality (telehealth, in-person, and hybrid care) among active duty service members with at least 1 of 12 behavioral health conditions. Treatment modality groups were also compared on the number of visits and between-visit intervals to determine the association with care metrics. Methods: The study included 588,928 active duty service members who completed at least 6 months of continuous service during the study period (October 1, 2015, to September 30, 2021) and received care for at least 1 behavioral health condition of interest. Personnel and demographic data were matched with medical reimbursement records. Diagnostic and treatment procedure codes were extracted for each health care visit. For each service member in the study population, the total number of behavioral health visits, modality of each visit, and average duration of time between visits were calculated. Results: Overall, 59.57% (350,843/588,928) of service members received only in-person care during the 6-year study period, 4.12% (24,245/588,928) received only telehealth, and 36.31% (213,840/588,928) received hybrid care. For 8 (66.7%) of the 12 behavioral health conditions (eg, alcohol use disorder, attention-deficit/hyperactivity disorder, generalized anxiety disorder, major depressive disorder, panic disorder, posttraumatic stress disorder, substance use disorder, and suicidal behavior), service members were more likely to receive hybrid care, whereas the other 4 (41.7%) conditions (eg, acute stress disorder, adjustment disorder, insomnia, and suicidal ideation) were more likely to be associated with in-person care. Service members who received hybrid care averaged 8 times more visits than those using only telehealth and 3 times more visits than those receiving only in-person care. For most conditions, service members who received in-person care only averaged the longest intervals between visits, whereas those who used telehealth care only averaged the shortest intervals. Among specific behavioral health conditions, average intervals were longest among those with attention-deficit/hyperactivity disorder, acute stress disorder, and insomnia (79-89 d) and shortest among those with suicidal behavior, substance use disorder, and alcohol use disorder (25-38 d). Conclusions: Telebehavioral health care was commonly used in combination with in-person care and associated with more health care visits and the least amount of time between visits, revealing advantages of offering telehealth within the Military Health System. Findings support a flexible care delivery approach that includes various modalities, such as telehealth, in-person, and hybrid options to address the behavioral health needs of service members.

Indexed as

COVID-19Mental DisordersMental Health ServicesMilitary PersonnelTelemedicineAdultFemaleHumansLongitudinal StudiesMaleMental Health TeletherapyMiddle AgedUnited StatesYoung Adultdigital healtheHealthmental healthmHealthmilitarymobile healthpsychotherapytelemedicineteletherapytherapy

Identifiers

PMID41490370
PMCPMC12768398

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.