Evidence map›Paper›PMID 42582593›Full record

ArticleDigital health

What matters in digital health technology adoption for mental healthcare? - A multistakeholder qualitative study.

Bo Wang, Ingunn Mundal, Karen L Fortuna, Cecilie Katrine Utheim Grønvik, Trude Fløystad Eines, Marianne Storm

Abstract read
In one paragraph

Article in Digital health. 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.

Bo WangFaculty of Health Sciences and Social Care, Molde University College, Molde, Norway.ORCID https://orcid.org/0000-0001-5667-8361
Ingunn MundalFaculty of Health Sciences and Social Care, Molde University College, Molde, Norway.
Karen L FortunaDepartment of Community and Family Medicine, Geisel School of Medicine at Dartmouth, Hanover, NH, USA.ORCID https://orcid.org/0000-0002-9594-3698
Cecilie Katrine Utheim GrønvikFaculty of Health Sciences and Social Care, Molde University College, Molde, Norway.
Trude Fløystad EinesFaculty of Health Sciences and Social Care, Molde University College, Molde, Norway.
Marianne StormFaculty of Health Sciences and Social Care, Molde University College, Molde, Norway.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: Digital health technologies hold great promises for supporting people with mental health challenges and promoting their well-being. However, various challenges persist in the adoption of technologies as care modalities in mental healthcare. The study aims to explore what matters in adopting technology in mental healthcare from a multistakeholders' perspective. Methods: We conducted a qualitative interview study with 26 mental health stakeholders recruited from government authorities, regional health authorities/hospitals, municipalities, universities/research institutions, health industries/entrepreneurs/clusters, and user organizations. Semi-structured individual interviews were conducted via Microsoft Teams between August and October 2024. The interviews were audio recorded, transcribed into text, and analyzed using abductive thematic analysis. Results: Four main themes emerged from the analysis. Stakeholders identified flexible, personal adaptive technology supported by peer support and co-creation, coupled with continuous and tailored human follow-ups, as core values for people receiving mental healthcare. For successful adoption, stakeholders informed that such technology must be evidence-informed and demonstrate clear and scalable service delivery benefits in mental healthcare, while requiring visionary leadership and dedicated staff resources for organizational adoption. They further highlighted that nationwide access depends on compatible digital health systems and on clear policies and guidelines that support scaling for the benefit both service users and staff. Conclusion: Stakeholders considered technology adoption in mental healthcare as jointly shaped by human-centered values and broader contextual factors. They interpreted that effective strategies need to foster human connection while enabling broader access and knowledge transfer to ensure safe and scalable technology use.

Indexed as

adoptiondigital mental healthmental healthmultistakeholderqualitative studytechnology

Identifiers

PMID42582593
PMCPMC13458126

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.