Evidence map›Paper›PMID 41158822›Full record

ReviewFrontiers in digital health2025

A literature review of remote mental health screening: barriers, potential solutions, and tools.

Nicole Quiram, Tamjid Salam, Fatima Sadjadpour, Niyousha Hosseinichimeh, Lenore Jarvis, Lamia Soghier

Abstract readReview
PubMed Full text at PMC Publisher
In one paragraph

Review in Frontiers in digital health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Nicole QuiramGrado Department of Industrial and Systems Engineering, Virginia Polytechnic Institute and State University, Blacksburg, VA, United States.
Tamjid SalamGrado Department of Industrial and Systems Engineering, Virginia Polytechnic Institute and State University, Blacksburg, VA, United States.
Fatima SadjadpourGrado Department of Industrial and Systems Engineering, Virginia Polytechnic Institute and State University, Blacksburg, VA, United States.
Niyousha HosseinichimehGrado Department of Industrial and Systems Engineering, Virginia Polytechnic Institute and State University, Blacksburg, VA, United States.
Lenore JarvisDivision of Emergency Medicine, Children's National Hospital, Washington, DC, United States.
Lamia SoghierSchool of Medicine and Health Sciences, Geroge Washington University, Washington, DC, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Remote Measurement Technologies (RMTs) have the potential to become widely used tools for monitoring and treating mental health. However, their adoption faces multiple barriers. We conducted a focused literature review to identify commonly used devices and assessment surveys, synthesize barriers to their use, and explore proposed solutions. Our review highlighted several challenges in implementing RMTs, including technological limitations, user-related factors, legal and ethical concerns, research constraints, and difficulties integrating these technologies into clinical practice. While studies have examined barriers through user interviews, empirical analyses of success factors remain limited, highlighting a need for further research in this area.

Indexed as

assessment surveysbarriers of implementing RMTsmental healthremote measurement technologies (RMTs)solutions to enhance use of RMTs

Identifiers

PMID41158822
PMCPMC12554715

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.