Evidence map›Paper›PMID 41055847›Full record

ReviewNeuropsychiatrie : Klinik, Diagnostik, Therapie und Rehabilitation : Organ der Gesellschaft Osterreichischer Nervenarzte und Psychiater2026

Risks of digitalization in mental health care.

U Volpe, R Ramalho, W Gaebel

Abstract readReview
In one paragraph

Review in Neuropsychiatrie : Klinik, Diagnostik, Therapie und Rehabilitation : Organ der Gesellschaft Osterreichischer Nervenarzte und Psychiater, 2026. 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

3 authors.

U VolpeUnit of Clinical Psychiatry, School of Medicine, Università Politenica delle Marche, Via Tronto 10/A, 60126, Ancona, Italy. u.volpe@staff.univpm.it.ORCID http://orcid.org/0000-0001-9166-7609
R RamalhoDepartment of Social and Community Health, School of Population Health, University of Auckland, Auckland, New Zealand.ORCID http://orcid.org/0000-0002-2372-6854
W GaebelWHO CC DEU-131, LVR-Klinikum Düsseldorf, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany.ORCID http://orcid.org/0009-0004-5751-9062

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The digitalization of mental health care has ushered in transformative possibilities for enhancing access, diagnosis, and treatment through technologically enabled tools and platforms. However, this evolution presents substantial risks that warrant careful consideration. This paper critically examines the psychological, ethical, cultural, and clinical challenges embedded in digital mental health practices. Key concerns include diminished clinical oversight, compromised patient data security, algorithmic bias in diagnostic and therapeutic algorithms, and the erosion of traditional therapeutic relationships. Cultural disparities in digital literacy and engagement further complicate equitable care delivery. Through a multidisciplinary lens, the paper explores how these risks may impact both care outcomes and professional standards. To bridge the gap between innovation and responsible practice, a table of best practices is provided to support clinicians and developers in ethically integrating digital tools into psychiatric settings. These recommendations aim to uphold patient autonomy, strengthen clinician accountability, and preserve the humanistic foundation of mental health care. Ultimately, the paper advocates for a balanced and cautious approach to digitalization-one that embraces opportunity without compromising clinical integrity.

Indexed as

Digital TechnologyMental DisordersMental Health ServicesTelemedicineAlgorithmsComputer SecurityHumansCultural safetyDigital psychiatryE‑mental healthEthical challengesQuality assurance

Identifiers

PMID41055847
PMCPMC12960333

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.