Evidence map›Paper›PMID 29137666›Full record

ArticleImplementation science : IS2017

Utilization of the Behavior Change Wheel framework to develop a model to improve cardiometabolic screening for people with severe mental illness.

Christina Mangurian, Grace C Niu, Dean Schillinger, John W Newcomer, James Dilley, Margaret A Handley

Open access · goldAbstract read
In one paragraph

Article in Implementation science : IS, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
45citing papers in PubMed, 2 pooled it
3.3field-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

45 citing papers in PubMed, 2 syntheses or guidelines pooled it, 88 citations in OpenAlex.

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  7. The Development of the CAIRDE General Awareness Training.International journal of environmental research and public health · 2025
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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.

Christina MangurianDepartment of Psychiatry, Weill Institute for Neurosciences, UCSF at Zuckerberg San Francisco General (ZSFG), 1001 Potrero Avenue, 7M8, San Francisco, CA, 94110, USA. Christina.Mangurian@ucsf.edu.
Grace C NiuDepartment of Psychiatry, Weill Institute for Neurosciences, UCSF at Zuckerberg San Francisco General (ZSFG), 1001 Potrero Avenue, 7M8, San Francisco, CA, 94110, USA.
Dean SchillingerUCSF Center for Vulnerable Populations at ZSFG, San Francisco, CA, USA.
John W NewcomerDepartment of Clinical Biomedical Sciences, Charles E. Schmidt College of Medicine, Florida Atlantic University, 777 Glades Road, BC-71 Rm 241, Boca Raton, FL, 33431, USA.
James DilleyDepartment of Psychiatry, Weill Institute for Neurosciences, UCSF at Zuckerberg San Francisco General (ZSFG), 1001 Potrero Avenue, 7M8, San Francisco, CA, 94110, USA.
Margaret A HandleyUCSF Center for Vulnerable Populations at ZSFG, San Francisco, CA, USA.
Florida Atlantic University · USSan Francisco General Hospital · USUniversity of California, San Francisco · US

Funding

Clinical and Translational Science InstituteUL1TR001872 · NCATS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI COLLARD, HAROLD R, JACOBY, VANESSA · 2016 to 2025
$112.1M
Research BaseP30DK063720 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI GERMAN, MICHAEL S · 2003 to 2019
$21.8M
CTSA: K12 COMPONENTKL2RR024130 · NCRR · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI JOHNSTON, S. CLAIBORNE · 2006 to 2011
$19.3M
Translational Research Core - Health Engagement & Action Translational (HEAT)P30DK092924 · NIDDK · KAISER FOUNDATION RESEARCH INSTITUTE · PI Alyce Sophia Adams, HILARY Kessler SELIGMAN · 2011 to 2026
$9.2M
CLINICAL SERVICES RESEARCH TRAINING PROGRAMT32MH018261 · NIMH · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Kaja Zabrina LeWinn, Rachel L. Loewy · 1985 to 2026
$7.0M
Social Interventions to address disparities In young adult tobacco useP60MD006902 · NIMHD · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI BIBBINS-DOMINGO, KIRSTEN · 2012 to 2016
$6.4M
Improving Metabolic Screening in Diverse Severely Mentally Ill PopulationsK23MH093689 · NIMH · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI MANGURIAN, CHRISTINA · 2012 to 2016
$888k
NCATS NIH HHS KL2RR024130NCATS NIH HHS UL1 TR001872NCATS NIH HHS UL1TR001872NCRR NIH HHS KL2 RR024130NIDDK NIH HHS P30 DK063720NIDDK NIH HHS P30 DK092924NIDDK NIH HHS P30DK092924NIH HHS 2T32MH018261NIMHD NIH HHS P60 MD006902NIMHD NIH HHS P60MD006902NIMH NIH HHS 1K23MH093689NIMH NIH HHS K23 MH093689NIMH NIH HHS T32 MH018261
6 · The paper itself

Abstract

backgroundIndividuals with severe mental illness (e.g., schizophrenia, bipolar disorder) die 10-25 years earlier than the general population, primarily from premature cardiovascular disease (CVD). Contributing factors are complex, but include systemic-related factors of poorly integrated primary care and mental health services. Although evidence-based models exist for integrating mental health care into primary care settings, the evidence base for integrating medical care into specialty mental health settings is limited. Such models are referred to as "reverse" integration. In this paper, we describe the application of an implementation science framework in designing a model to improve CVD outcomes for individuals with severe mental illness (SMI) who receive services in a community mental health setting.

methodsUsing principles from the theory of planned behavior, focus groups were conducted to understand stakeholder perspectives of barriers to CVD risk factor screening and treatment identify potential target behaviors. We then applied results to the overarching Behavior Change Wheel framework, a systematic and theory-driven approach that incorporates the COM-B model (capability, opportunity, motivation, and behavior), to build an intervention to improve CVD risk factor screening and treatment for people with SMI.

resultsFollowing a stepped approach from the Behavior Change Wheel framework, a model to deliver primary preventive care for people that use community mental health settings as their de facto health home was developed. The CRANIUM (cardiometabolic risk assessment and treatment through a novel integration model for underserved populations with mental illness) model focuses on engaging community psychiatrists to expand their scope of practice to become responsible for CVD risk, with significant clinical decision support.

conclusionThe CRANIUM model was designed by integrating behavioral change theory and implementation theory. CRANIUM is feasible to implement, is highly acceptable to, and targets provider behavior change, and is replicable and efficient for helping to integrate primary preventive care services in community mental health settings. CRANIUM can be scaled up to increase CVD preventive care delivery and ultimately improve health outcomes among people with SMI served within a public mental health care system.

Indexed as

Attitude of Health PersonnelCardiovascular DiseasesCommunity Mental Health ServicesFocus GroupsHealth Knowledge, Attitudes, PracticeHumansMental DisordersMetabolic DiseasesModels, PsychologicalMotivationPreventive MedicinePrimary Health CarePsychiatrySeverity of Illness IndexBehavior change wheelCardiometabolic screeningSevere mental illness

Identifiers

PMID29137666
PMCPMC5686815
OpenAlexW2769002319

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.