ArticleFASEB bioAdvances2021
Learning health systems: Driving real-world impact in mental health and substance use disorder research.
Article in FASEB bioAdvances, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 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
18 citing papers in PubMed.
- Improving Digital Measurement-Based Care Within Emerging Adult Mental Health Care Pathways: Protocol for a Co-Design Phase Embedded in a Multimethod Rapid Learning Health System Study.JMIR research protocols · 2026Article
- A Roadmap for Implementing Virtual Geriatric Mental Health Services for Rural Veterans: Qualitative Longitudinal Evaluation.JMIR aging · 2026Article
- Hybrid type 1 effectiveness-implementation studies: why and how to do them.Frontiers in health services · 2026Article
- Assessing healthcare organizations' readiness to implement a learning health system: questionnaire validation using a Delphi method.BMC health services research · 2025Article
- Evaluating health organization readiness for implementing a learning health system: a scoping review.Health research policy and systems · 2025Article
- Utilization of Lung Cancer Registries in Learning Health Systems for Health Care Improvement.JCO clinical cancer informatics · 2025Review
- Veterans Affairs Military Toxic Exposure Research Conference: Veteran-centric Approach and Community of Practice.Military medicine · 2025Article
- Article
- Bridging research and practice in a learning health system: Developing and refining an embedded scholars program through insights from scholars and clinical mentors.Learning health systems · 2025Article
- How senior leaders support innovations in large learning health systems: Insights from United States Veterans Health Administration national program office leaders.Learning health systems · 2025Article
- Building capacity in patient-oriented research: reflections on cultivating relationships within a high-secure forensic mental health hospital.Research involvement and engagement · 2025Article
- Identifying factors influencing emerging innovations in hospital discharge decision making in response to system stress: a qualitative study.BMC health services research · 2024Article
- Reimagining How We Synthesize Information to Impact Clinical Care, Policy, and Research Priorities in Real Time: Examples and Lessons Learned from COVID-19.Journal of general internal medicine · 2024Article
- Diversity in Combating Complex, Chronic, and Costly Conditions Using a Learning Health System Approach: A Scoping Review.The Permanente journal · 2024Article
- Using a Rapid Learning Health System for Stratified Care in Emerging Adult Mental Health Services: Protocol for the Implementation of Patient-Reported Outcome Measures.JMIR research protocols · 2024Article
- Moderators of treatment outcomes for LGBTQ+ military veterans in the PRIDE in All Who Served health promotion group.PloS one · 2024Article
- Article
- Accelerating Opioid Use Disorders Research by Integrating Multiple Data Modalities.Complex psychiatry · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
The Veterans Health Administration (VHA), under the U.S. Department of Veterans Affairs (VA), is one of the largest single providers of health care in the U.S. VA supports an embedded research program that addresses VA clinical priorities in close partnership with operations leaders, which is a hallmark of a Learning Health System (LHS). Using the LHS framework, we describe current VA research initiatives in mental health and substance use disorders that rigorously evaluate national programs and policies designed to reduce the risk of suicide and opioid use disorder (data to knowledge); test implementation strategies to improve the spread of effective programs for Veterans at risk of suicide or opioid use disorder (knowledge to performance); and identify novel research directions in suicide prevention and opioid/pain treatments emanating from implementation and quality improvement research (performance to data). Lessons learned are encapsulated into best practices for building and sustaining an LHS within health systems, including the need for early engagement with clinical leaders; pragmatic research questions that focus on continuous improvement; multi-level, ongoing input from regional and local stakeholders, and business case analyses to inform ongoing investment in sustainable infrastructure to maintain the research-health system partnership. Essential ingredients for supporting VA as an LHS include data and information sharing capacity, protected time for researchers and leaders, and governance structures to enhance health system ownership of research findings. For researchers, incentives to work with health systems operations (e.g., retainer funding) are vital for LHS research to be recognized and valued by academic promotion committees.
Indexed as
Identifiers
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.