Evidence map›Paper›PMID 40111657›Full record

ArticleDiscover mental health2025

Adoption of tele health technology in mental and psychiatric services in Lebanon: a quantitative study.

Layal Mohtar, Nabil Badr, Michèle Kosremelli Asmar, Ibrahim Bou-Orm, Fadi T Maalouf, Pierre El Haddad

Abstract read
In one paragraph

Article in Discover mental health, 2025. 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
–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

2 citing papers in PubMed.

  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

6 authors.

Layal MohtarHigher Institute of Public Health, Faculty of Medicine, Saint Joseph University of Beirut, Damascus RoadRiad El Solh Beirut, PO Box 11-5076, Beirut, 11072180, Lebanon. layal.mohtar@net.usj.edu.lb.
Nabil BadrHigher Institute of Public Health, Faculty of Medicine, Saint Joseph University of Beirut, Damascus RoadRiad El Solh Beirut, PO Box 11-5076, Beirut, 11072180, Lebanon.
Michèle Kosremelli AsmarHigher Institute of Public Health, Faculty of Medicine, Saint Joseph University of Beirut, Damascus RoadRiad El Solh Beirut, PO Box 11-5076, Beirut, 11072180, Lebanon.
Ibrahim Bou-OrmHigher Institute of Public Health, Faculty of Medicine, Saint Joseph University of Beirut, Damascus RoadRiad El Solh Beirut, PO Box 11-5076, Beirut, 11072180, Lebanon.
Fadi T MaaloufDepartment of Psychiatry, American University of Beirut, Beirut, Lebanon.
Pierre El HaddadHigher Institute of Public Health, Faculty of Medicine, Saint Joseph University of Beirut, Damascus RoadRiad El Solh Beirut, PO Box 11-5076, Beirut, 11072180, Lebanon.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe rapid adoption of telemedicine during the COVID-19 pandemic showcased its capacity to revolutionize healthcare by augmenting accessibility, decreasing expenses, and improving patient outcomes. This study evaluated Lebanon's preparedness for the implementation of tele-mental health, concentrating on identifying critical factors affecting its adoption by mental health experts.

methodsA self-administered questionnaire was created and disseminated through email to mental health practitioners in Lebanon. The study employed the Extended Technology Acceptance Model (TAM2) and utilized the Partial Least Squares- Structural Equation Modeling (PLS-SEM) to provide a quantitative analysis of the determinants influencing the adoption of tele-mental health in psychiatric services.

resultsAmong the 138 respondents including psychiatrists, psychologists, and mental health nurses, 20% indicated they had never utilized telehealth for mental health services, whereas 54% had employed telehealth prior to the COVID-19 shutdown and expressed a desire to persist with its use. Furthermore, 19% utilized telehealth throughout the lockdown and continued its application, while 8% ceased its usage after the lockdown. The research revealed five primary factors affecting tele-mental health adoption: perceived usefulness, perceived ease of use, perceived risk, subjective norms, and job relevance.

conclusionThis study highlights the significance of perceived usefulness, ease of use, perceived risk, subjective norm, and job relevance as essential factors influencing the uptake of tele-mental health services. Policymakers, healthcare administrators, and technology developers must concentrate on these criteria to optimize the introduction and sustainability of tele-mental health services in clinical practice, thereby ensuring enhanced mental health care delivery in Lebanon.

Indexed as

Health technologyMental healthTAM2Technology adoptionTelehealthTele mental healthUser acceptance

Identifiers

PMID40111657
PMCPMC11925833

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.