Evidence map›Paper›PMID 32919579›Full record

ArticleHealthcare (Amsterdam, Netherlands)2020

Dynamic Diffusion Network: Advancing moral injury care and suicide prevention using an innovative model.

Melissa A Smigelsky, Jason A Nieuwsma, Keith Meador, Ryan J Vega, Blake Henderson, George L Jackson

Open access · greenAbstract read
In one paragraph

Article in Healthcare (Amsterdam, Netherlands), 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
2.7field-weighted citation impact, top 8% of its field
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

6 citing papers in PubMed, 16 citations in OpenAlex.

  1. Article
  2. TheFrontiers in psychiatry · 2026
    Article
  3. Article
  4. Article
  5. Article
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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

6 authors at 3 institutions in 1 country.

Melissa A SmigelskyMental Health and Chaplaincy, Department of Veterans Affairs, Durham, NC, USA; Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, Durham, NC, USA. Electronic address: Melissa.Smigelsky@va.gov.
Jason A NieuwsmaMental Health and Chaplaincy, Department of Veterans Affairs, Durham, NC, USA; Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA.
Keith MeadorMental Health and Chaplaincy, Department of Veterans Affairs, Durham, NC, USA; Departments of Psychiatry and Health Policy, Center for Biomedical Ethics and Society, Vanderbilt Divinity School, Vanderbilt University, Nashville, TN, USA.
Ryan J VegaVHA Innovation Ecosystem/Diffusion of Excellence, Department of Veterans Affairs, Washington, DC, USA.
Blake HendersonVHA Innovation Ecosystem/Diffusion of Excellence, Department of Veterans Affairs, Washington, DC, USA.
George L JacksonCenter of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, Durham, NC, USA; Department of Population Health Sciences and Division of General Internal Medicine, Duke University School of Medicine, Durham, NC, USA.
Durham VA Health Care System · USDuke University · USVanderbilt University · US

Funding

HSRD VA CIN 13-410
6 · The paper itself

Abstract

Healthcare providers across a wide variety of settings face a common challenge: the need to provide real time care for complex problems that are not adequately addressed by existing protocols. In response to these intervention gaps, frontline providers may utilize existing evidence to develop new approaches that are tailored to specific problems. It is imperative that such approaches undergo some form of evaluation, ensuring quality control while permitting ongoing adaptation and refinement. "Dynamic diffusion" is an innovative approach to intervention improvement and dissemination whereby care practices are delivered and continuously evaluated under real-world conditions as part of a structured network experience. This "dynamic diffusion network" (DDN) promotes cross-pollination of ideas and shared learning to generate relatively rapid improvements in care. The pilot Mental Health and Chaplaincy DDN was developed to advance suicide prevention efforts and moral injury care practices being conducted by 13 chaplain-mental health professional teams across the Veterans Health Administration. Lessons learned from the pilot DDN include the importance of the following: geographic and cultural diversity among innovation collaborators to ensure the broadest possible relevance of solutions; leadership support to facilitate engagement of frontline providers in quality improvement efforts; and participation in a community of practice to motivate providers and offer opportunities for direct collaboration and cross-pollination of ideas.

Indexed as

Suicide PreventionHumansModels, PsychologicalProgram DevelopmentStress Disorders, Post-TraumaticSuicideUnited StatesUnited States Department of Veterans AffairsChaplaincyIntervention developmentMental healthMoral injurySuicide

Identifiers

PMID32919579
PMCPMC7405892
OpenAlexW3047130007

What OpenQuestion holds

Textmetadata
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.