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Utilization of the Behavior Change Wheel framework to develop a model to improve cardiometabolic screening for people
Christina Mangurian1,2, Grace C Niu3, Dean Schillinger4,5
1Department 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.
Insights
This study developed the CRANIUM model to integrate cardiovascular disease (CVD) preventive care into mental health settings for individuals with severe mental illness (SMI). The model aims to improve CVD outcomes by supporting psychiatrists in managing patient risk factors.
Area of Science:
- Implementation Science
- Behavioral Science
- Public Health
Background:
- Individuals with severe mental illness (SMI) experience significantly reduced life expectancy due to premature cardiovascular disease (CVD).
- Poor integration between primary care and mental health services contributes to CVD disparities in SMI populations.
- Limited evidence exists for integrating medical care into specialty mental health settings, termed 'reverse' integration.
Purpose of the Study:
- To apply an implementation science framework to design a model for improving CVD outcomes in individuals with SMI.
- To address the need for integrating primary preventive care within community mental health settings.
Main Methods:
- Utilized the theory of planned behavior and focus groups to identify barriers to CVD risk factor screening and treatment.
- Applied the Behavior Change Wheel framework, including the COM-B model, to develop a targeted intervention.
- Employed a stepped approach guided by the Behavior Change Wheel.
Main Results:
- Developed the CRANIUM (cardiometabolic risk assessment and treatment through a novel integration model for underserved populations with mental illness) model.
- CRANIUM engages community psychiatrists to manage CVD risk, supported by clinical decision tools.
- The model positions community mental health settings as a 'health home' for primary preventive care.
Conclusions:
- The CRANIUM model integrates behavioral and implementation theories, proving feasible, acceptable, and efficient for community mental health settings.
- It targets provider behavior change to facilitate the integration of primary preventive care.
- CRANIUM is scalable and can improve CVD preventive care delivery and health outcomes for SMI populations within public mental health systems.
Background:
Individuals 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.
Methods:
Using 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.
Results:
Following 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.
Conclusion:
The 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.
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