ArticleBMC medical informatics and decision making2017
Implementation of eMental Health care: viewpoints from key informants from organizations and agencies with eHealth mandates.
Article in BMC medical informatics and decision making, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 3 of them syntheses that pooled it.
What it found
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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.
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Who cites it
32 citing papers in PubMed, 3 syntheses or guidelines pooled it, 67 citations in OpenAlex.
- Barriers and facilitators to the implementation of digital technologies in mental health systems: a qualitative systematic review to inform a policy framework.BMC health services research · 2024Pooled it
- Priority Given to Technology in Government-Based Mental Health and Addictions Vision and Strategy Documents: Systematic Policy Review.Journal of medical Internet research · 2021Pooled it
- Barriers to and Facilitators of User Engagement With Digital Mental Health Interventions: Systematic Review.Journal of medical Internet research · 2021Pooled it
- Matching depression management to severity prognosis in primary care: results of the Target-D randomised controlled trial.The British journal of general practice : the journal of the Royal College of General Practitioners · 2021Trial
- General Practitioners' Perspectives on Digital Health Applications for Mental Disorders and Their Prescribing Behavior: Mixed Methods Study.JMIR mental health · 2026Article
- Technology for Mental Health: Reflections on Scope and Future Directions in Institutes of Higher Education in India.Online journal of public health informatics · 2025Article
- Predictors of Perceived Need for and Prescribing of Digital Health Applications for Mental Disorders Among Psychotherapists in Germany: Cross-Sectional Survey Study.Journal of medical Internet research · 2025Article
- Developing a Behavioral Phenotyping Layer for Artificial Intelligence-Driven Predictive Analytics in a Digital Resiliency Course: Protocol for a Randomized Controlled Trial.JMIR research protocols · 2025Article
- Co-Design of an Escape Room for e-Mental Health Training of Mental Health Care Professionals: Research Through Design Study.JMIR formative research · 2025Article
- Article
- Centering equity, diversity, and inclusion in youth digital mental health: findings from a research, policy, and practice knowledge exchange workshop.Frontiers in digital health · 2024Review
- Operationalising a Recovery-Oriented Support and Information Programme Online: The EOLAS Programme.International journal of environmental research and public health · 2023Article
- Feasibility and uptake of a digital mental health intervention for depression among Lebanese and Syrian displaced people in Lebanon: a qualitative study.Frontiers in public health · 2023Article
- Determinants of e-Mental Health Use During COVID-19: Cross-sectional Canadian Study.Journal of medical Internet research · 2022Article
- Design of a Game-Based Training Environment to Enhance Mental Health Care Professionals' Skills in Using e-Mental Health: Multiple Methods User Requirements Analysis.JMIR serious games · 2022Article
- Organisational implementation climate in implementing internet-based cognitive behaviour therapy for depression.BMC health services research · 2022Article
- The patient as a prosumer of healthcare: insights from a bibliometric-interpretive review.Journal of health organization and management · 2022Article
- Article
- Real-world Implementation of a Smartphone-Based Psychoeducation Program for Bipolar Disorder: Observational Ecological Study.Journal of medical Internet research · 2022Observational
- Perspectives of Policy Makers and Service Users Concerning the Implementation of eHealth in Sweden: Interview Study.Journal of medical Internet research · 2022Article
Corrections and comments
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Authors and funding
8 authors at 4 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe use of technology such as computers, tablets, and smartphones to improve access to and the delivery of mental health care (eMental Health care) is growing worldwide. However, despite the rapidly expanding evidence base demonstrating the efficacy of eMental Health care, its implementation in clinical practice and health care systems remains fragmented. To date, no peer-reviewed, key-informant studies have reported on the perspectives of decision-makers concerned with whether and how to implement eMental Health care.
methodsFrom September to November 2015, we conducted 31 interviews with key informants responsible for leadership, policy, research, and/ or information technology in organizations influential in the adoption of technology for eMental Health care. Deductive and inductive thematic analyses of transcripts were conducted using the Behavior Change Wheel as an organizing framework. Frequency and intensity effect sizes were calculated for emerging themes to further explore patterns within the data.
resultsKey informant responses (n = 31) representing 6 developed countries and multiple organizations showed consensus on common factors impacting implementation: individual and organizational capacities (e.g., computer literacy skills [patients and providers], knowledge gaps about cyber security, limited knowledge of available services); motivational drivers of technology-based care (e.g., extending care, data analytics); and opportunities for health systems to advance eMental Health care implementation (e.g., intersectoral research, rapid testing cycles, sustainable funding). Frequency effect sizes showed strong associations between implementation and credibility, knowledge, workflow, patient empowerment, electronic medical record (EMR) integration, sustained funding and intersectoral networks. Intensity effect sizes showed the highest concentration of statements (>10% of all comments) related to funding, credibility, knowledge gaps, and patient empowerment.
conclusionThis study provides previously unavailable information about key informant perspectives on eMental Health care implementation. The themes that emerged, namely the need to intensify intersectoral research, measure/monitor readiness to implement, define cost-utility benchmarks, raise awareness about available technologies, and test assumptions that 'proven' technologies will be easily integrated can inform the design and evaluation of eMental Health care implementation models.
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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.