Evidence map›Paper›PMID 40690592›Full record

ArticleJMIR mental health2025

Building the Infrastructure for Sustainable Digital Mental Health: It Is "Prime Time" for Implementation Science.

Gillian Strudwick, Iman Kassam, John Torous, Sean Patenaude

Abstract readEditorial
In one paragraph

Article in JMIR mental health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Review
  2. Article
  3. Review
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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

4 authors.

Gillian StrudwickCampbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, 1001 Queen St West, Toronto, ON, M6J 1H1, Canada, 1 4165358501.ORCID 0000-0002-1080-7372
Iman KassamCampbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, 1001 Queen St West, Toronto, ON, M6J 1H1, Canada, 1 4165358501.ORCID 0000-0001-9920-3243
John TorousDivision of Digital Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA, United States.ORCID 0000-0002-5362-7937
Sean PatenaudeCampbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, 1001 Queen St West, Toronto, ON, M6J 1H1, Canada, 1 4165358501.ORCID 0009-0006-7835-4011

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Unlabelled: Despite the growing enthusiasm for and a proliferation of digital mental health innovations, their integration into routine clinical care remains limited-often stalled at the pilot, research, or demonstration stage. This editorial argues that the successful adoption, scale-up, and sustainability of digital mental health innovations require intentional infrastructure, not just technology. Using the Non-Adoption, Abandonment, Scale-Up, Spread, and Sustainability (NASSS) implementation science framework, we examine how challenges across the seven framework domains (condition, technology, value proposition, adopters, organization, wider context, and their interactions over time) continue to hinder meaningful progress. We describe a focused digital mental health innovation infrastructure as a model for overcoming these barriers. Drawing on experiences from the Digital Innovation Hub at Canada's largest mental health and addictions teaching hospital, we illustrate how investing in the right infrastructure may move digital mental health innovations from "promising" to "impactful." We call for global collaboration to share knowledge and accelerate the real-world integration of digital innovations in routine mental health clinical care.

Indexed as

Digital TechnologyImplementation ScienceMental HealthMental Health ServicesTelemedicineCanadaHumansdigital healthimplementation scienceinnovationmental healthpsychiatrytechnology

Identifiers

PMID40690592
PMCPMC12303234

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.