ArticleJMIR mental health2025
Building the Infrastructure for Sustainable Digital Mental Health: It Is "Prime Time" for Implementation Science.
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.
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.
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.
Who cites it
5 citing papers in PubMed.
- Therapists' time allocation in guided digital mental health interventions - A scoping review and case study.Internet interventions · 2026Review
- Process Evaluation of Digital Mental Health Interventions for Psychosis: Scoping Review With Framework Synthesis.JMIR human factors · 2026Article
- Barriers and Facilitators to the Use of Large Language Model-Based Conversational Agents in Mental Healthcare: A Systematic Review.Healthcare (Basel, Switzerland) · 2026Review
- The Use and Utility of Wearable Devices for Tracking Sleep and Activity in Inpatient Mental Health Settings: Protocol for a Rapid Review.JMIR research protocols · 2026Article
- Development of a Rule-Based Chatbot for Supporting Family Caregivers After Psychiatric Hospital Discharge: An Exploratory Qualitative Study in Indonesia.Journal of multidisciplinary healthcare · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
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.
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Registered trials
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.