Evidence map›Paper›PMID 41958077›Full record

ArticleInternational journal of methods in psychiatric research2026

Evolution of a Client-Level Dataset: 20 Years of National Child Traumatic Stress Network Data Collection.

C A Purbeck, A N Cooke, L J Liang, C Smith, J Staten, J Epstein, H B Hodgdon, J Eslinger, A Wells, J Goodrich and 5 more

Abstract read
In one paragraph

Article in International journal of methods in psychiatric research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

15 authors.

C A PurbeckDuke University Department of Psychiatry and Behavioral Sciences, UCLA/Duke University National Center for Child Traumatic Stress, Durham, North Carolina, USA.ORCID 0000-0002-5185-4298
A N CookeDuke University Department of Psychiatry and Behavioral Sciences, UCLA/Duke University National Center for Child Traumatic Stress, Durham, North Carolina, USA.ORCID 0000-0001-5512-6418
L J LiangDivision of General Internal Medicine and Health Services Research, David Geffen School of Medicine, University of California, Los Angeles, California, USA.
C SmithDuke University Department of Psychiatry and Behavioral Sciences, UCLA/Duke University National Center for Child Traumatic Stress, Durham, North Carolina, USA.ORCID 0009-0005-0877-6297
J StatenDuke University Department of Psychiatry and Behavioral Sciences, UCLA/Duke University National Center for Child Traumatic Stress, Durham, North Carolina, USA.
J EpsteinChildren's Advocacy Services of Greater St. Louis, University of Missouri - St. Louis, St. Louis, Missouri, USA.
H B HodgdonJustice Resource Institute, Needham, Massachusetts, USA.ORCID 0000-0002-6697-9915
J EslingerCenter on Trauma and Children, University of Kentucky, Lexington, Kentucky, USA.ORCID 0000-0002-1129-6551
A WellsChildren's Research Triangle, Chicago, Illinois, USA.
J GoodrichDuke University Department of Psychiatry and Behavioral Sciences, UCLA/Duke University National Center for Child Traumatic Stress, Durham, North Carolina, USA.ORCID 0009-0007-7305-7664
T H BethelDuke University Department of Psychiatry and Behavioral Sciences, UCLA/Duke University National Center for Child Traumatic Stress, Durham, North Carolina, USA.
K WillettDuke University Department of Psychiatry and Behavioral Sciences, UCLA/Duke University National Center for Child Traumatic Stress, Durham, North Carolina, USA.
Y C FuUCLA Department of Psychiatry and Biobehavioral Sciences, UCLA/Duke University National Center for Child Traumatic Stress, Los Angeles, California, USA.
J A FairbankDuke University Department of Psychiatry and Behavioral Sciences, UCLA/Duke University National Center for Child Traumatic Stress, Durham, North Carolina, USA.ORCID 0000-0003-2604-7256
E C BriggsDuke University Department of Psychiatry and Behavioral Sciences, UCLA/Duke University National Center for Child Traumatic Stress, Durham, North Carolina, USA.ORCID 0000-0003-4446-4715

Funding

Sleep and Circadian Dysfunction, Brain and Neurobehavioral Development in AutismP50HD103538 · NICHD · HUGO W. MOSER RES INST KENNEDY KRIEGER · PI S. Ali Fatemi, Bradley L Schlaggar · 2020 to 2026
$9.9M
NICHD NIH HHS P50 HD103538SAMHSA HHS H79SM062976SAMHSA HHS H79SM084928
6 · The paper itself

Abstract

objectivesFor 20 years, the National Child Traumatic Stress Network's (NCTSN) data collection efforts have been a central mechanism for Clinical Quality Improvement (ClQI). The NCTSN is a federally funded initiative in the United States composed of programs dedicated to raising the standard of care and increasing access to services for children and families who have experienced traumatic events.

methodsThese efforts span three initiatives: the Core Data Set (CDS), the Clinical Improvement through Measurement Initiative (CIMI) Measurement Based Care (MBC), and CIMI Data Sharing (CIMI-DS) that collected and analyzed client-level data to improve care for children and families served at participating sites. Across the initiatives, information (e.g., behavioral assessments, trauma exposure, standardized clinical measures) was collected from nearly 26,500 participants at 91 sites.

resultsUsing the Consolidated Framework for Implementation Research (CFIR), we discuss the impact of external forces such as funding, policies, and societal changes and emphasize the importance of collaboration, technology, and flexible data collection methods in advancing ClQI initiatives as well as the field of child traumatic stress across decades.

conclusionsWe offer lessons learned and recommendations for future work to create large, query-able datasets across a network and insights to support use in clinical practice.

Indexed as

Databases, FactualData CollectionDatasets as TopicQuality ImprovementStress Disorders, Post-TraumaticChildHumansUnited Statesdata harmonizationlarge datasetsMeasurement‐Based Carenetworktrauma

Identifiers

PMID41958077
PMCPMC13066500

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.