Evidence map›Paper›PMID 31214935›Full record

ArticleThe journal of behavioral health services & research2020

Application of System Dynamics to Inform a Model of Adolescent SBIRT Implementation in Primary Care Settings.

David William Lounsbury, Shannon Gwin Mitchell, Kristi Ann Dusek, Josh Zhi Li, Arethusa S Kirk, Marla Oros, Colleen Hosler, Robert P Schwartz, Jan Gryczynski, Laura B Monico and 1 more

Abstract read
In one paragraph

Article in The journal of behavioral health services & research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
–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

2 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
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

11 authors.

David William LounsburyMontefiore Medical Center, Division of Community Collaboration and Implementation Science, Albert Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, NY, 10461, USA. David.Lounsbury@einstein.yu.edu.ORCID 0000-0001-8539-4659
Shannon Gwin MitchellFriends Research Institute, Baltimore, MD, USA.
Kristi Ann DusekFriends Research Institute, Baltimore, MD, USA.
Josh Zhi LiCollege of Global Public Health, New York University, New York, NY, USA.
Arethusa S KirkTotal Health Care, Baltimore, MD, USA.
Marla OrosThe Mosaic Group, Baltimore, MD, USA.
Colleen HoslerUniversity of Maryland Baltimore County, Baltimore, MD, USA.
Robert P SchwartzFriends Research Institute, Baltimore, MD, USA.
Jan GryczynskiFriends Research Institute, Baltimore, MD, USA.
Laura B MonicoFriends Research Institute, Baltimore, MD, USA.
Barry S BrownFriends Research Institute, Baltimore, MD, USA.

Funding

SBIRT Implementation for Adolescents in Urban Federally Qualified Health CentersR01DA034258 · NIDA · FRIENDS RESEARCH INSTITUTE, INC. · PI MITCHELL, SHANNON GWIN · 2012 to 2015
$2.0M
NIDA NIH HHS R01 DA034258
6 · The paper itself

Abstract

System dynamics (SD) modeling is used to compare and contrast strategies for effective implementation of an evidence-based adolescent behavioral health treatment in primary care settings. With qualitative and quantitative data from an on-going cluster-randomized trial in 7 federally qualified health center sites, two implementation conditions were compared: generalist vs. specialist. In the generalist approach, the primary care provider (PCP) delivered brief intervention (BI) for substance misuse (n = 4 clinics). In the specialist approach, BIs were delivered by behavioral health counselors (BHCs) (n = 3 clinics). The resultant SD model compared 'basecase' dynamics to strategic approaches to deploying continuous technical assistance (TA) and performance feedback reporting (PFR). The basecase effectively represented the SBIRT intervention, which reflected actual monthly volume of adolescent primary care visits (N = 9639), screenings (N = 5937), positive screenings (N = 246), and brief interventions (BIs; N = 50) over the 20-month implementation period. Insights gained suggest that implementation outcomes are sensitive to frequency of PFR, with bimonthly events generating the most rapid and sustained screening results. Simulated trends indicated that availability of the BHC directly impacts success of the specialist model. Similarly, understanding PCPs' perception of severity of need for intervention is key to outcomes in either condition.

Indexed as

AdolescentBaltimoreBehavior TherapyDelivery of Health CareEvidence-Based PracticeFemaleHealth PersonnelHealth Services ResearchHumansMaleMass ScreeningPrimary Health CareRandomized Controlled Trials as TopicSubstance-Related Disorders

Identifiers

PMID31214935
PMCPMC13596862

What OpenQuestion holds

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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.