ArticleJournal of medical Internet research2019
Measuring the Implementation of Behavioral Intervention Technologies: Recharacterization of Established Outcomes.
Article in Journal of medical Internet research, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 102 papers, 7 of them syntheses that pooled 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.
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.
App-Based Mindfulness Meditation for People of Color Who Experience Race-Related Stress: A Randomized Control Trial
Helping People Adhere to Their Varenicline Treatment by Co-creating a Conversational Agent: A Feasibility Study
Who cites it
102 citing papers in PubMed, 7 syntheses or guidelines pooled it.
- Barriers to and Facilitators of Implementation of Internet-Delivered Therapist-Guided Therapy in Child and Adolescent Mental Health Services: Systematic Review and Bayesian Meta-Analysis.Journal of medical Internet research · 2025Pooled it
- Toward Human-Centered Artificial Intelligence for Users' Digital Well-Being: Systematic Review, Synthesis, and Future Directions.JMIR human factors · 2025Pooled it
- Conversational Agents Supporting Self-Management in People With a Chronic Disease: Systematic Review.Journal of medical Internet research · 2025Pooled it
- Determination of Markers of Successful Implementation of Mental Health Apps for Young People: Systematic Review.Journal of medical Internet research · 2022Pooled it
- Clinical and patient-centered implementation outcomes of mHealth interventions for type 2 diabetes in low-and-middle income countries: a systematic review.The international journal of behavioral nutrition and physical activity · 2022Pooled it
- The Role of Technology and the Continuum of Care for Youth Suicidality: Systematic Review.Journal of medical Internet research · 2020Pooled it
- Effects of Internet-Based Cognitive Behavioral Therapy in Routine Care for Adults in Treatment for Depression and Anxiety: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2020Pooled it
- Implementation outcomes of a symptom management intervention in ambulatory oncology practices evaluated using a cluster randomized stepped-wedge trial design.Implementation science : IS · 2025Trial
- A Randomized Controlled Trial of a Digital Intervention to Improve the Sexual Health of Adolescent and Young Adult Male Emergency Department Patients.The Journal of adolescent health : official publication of the Society for Adolescent Medicine · 2025Trial
- A multi-media digital intervention to improve the sexual and reproductive health of female adolescent emergency department patients.Academic emergency medicine : official journal of the Society for Academic Emergency Medicine · 2022Trial
- Fidelity of Delivery and Contextual Factors Influencing Children's Level of Engagement: Process Evaluation of the Online Remote Behavioral Intervention for Tics Trial.Journal of medical Internet research · 2021Trial
- Lessons learned from service design of a trial of a digital mental health service: Informing implementation in primary care clinics.Translational behavioral medicine · 2020Trial
- 10 Years of BRAVE Self-Help Service Delivery for Child and Adolescent Anxiety in Australia: Open Effectiveness-Implementation Trial.Journal of medical Internet research · 2026Article
- Possible Role and Function of AI Conversational Agents in Dialectical Behavior Therapy for Borderline Personality Disorder: Qualitative Interview Study.JMIR mental health · 2026Article
- Developing a Text Messaging Intervention to Increase Uptake of the Screening and Treatment for Anxiety and Depression Program Among Community College Students: Formative Study Using a Human-Centered Design Approach.JMIR formative research · 2026Article
- Implementing Supported Digital Enhanced Cognitive Behavior Therapy for Binge Eating Disorder in Routine Care: Mixed Methods Service Evaluation.Journal of medical Internet research · 2026Article
- Digital Mental Health Research Priorities, Revisited for the AI and Large Language Model Era.JMIR mental health · 2026Article
- Cultural adaptation and psychometric assessment of acceptability, appropriateness, and feasibility measures for family planning interventions among midwives and nurses in Ghana.Implementation science communications · 2026Article
- Implementation of digital mental health interventions for children and adolescents: A systematic review.Internet interventions · 2026Review
- Anticipated barriers and facilitators of implementing a digital behavioral treatment for chronic pain: a qualitative interview study.BMC health services research · 2026Article
42 more citing papers are in PubMed but not listed here.
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
Abstract
Behavioral intervention technologies (BITs) are websites, software, mobile apps, and sensors designed to help users address or change behaviors, cognitions, and emotional states. BITs have the potential to transform health care delivery, and early research has produced promising findings of efficacy. BITs also favor new models of health care delivery and provide novel data sources for measurement. However, there are few examples of successful BIT implementation and a lack of consensus on as well as inadequate descriptions of BIT implementation measurement. The aim of this viewpoint paper is to provide an overview and characterization of implementation outcomes for the study of BIT use in routine practice settings. Eight outcomes for the evaluation of implementation have been previously described: acceptability, adoption, appropriateness, feasibility, fidelity, implementation cost, penetration, and sustainability. In a proposed recharacterization of these outcomes with respect to BIT implementation, definitions are clarified, expansions to the level of analysis are identified, and unique measurement characteristics are discussed. Differences between BIT development and implementation, an increased focus on consumer-level outcomes, the expansion of providers who support BIT use, and the blending of BITs with traditional health care services are specifically discussed. BITs have the potential to transform health care delivery. Realizing this potential, however, will hinge on high-quality research that consistently and accurately measures how well such technologies have been integrated into health services. This overview and characterization of implementation outcomes support BIT research by identifying and proposing solutions for key theoretical and practical measurement challenges.
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What OpenQuestion holds
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.