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Updated: Jun 8, 2025

Author Spotlight: Assessing the Cardiovascular Profile of Patients with Metabolic Syndrome
Published on: September 27, 2024
Relationship quality and educational attainment links to development of cardiometabolic morbidity and multimorbidity
Patricia N E Roberson1,2, Sarah Woods3, Jordan Tasman4
1College of Nursing, University of Tennessee, Knoxville, Knoxville, Tennessee, USA.
Insights
Family strain is linked to increased cardiometabolic morbidity and multimorbidity. Family support can buffer negative health impacts, especially for those with lower education levels, highlighting relationships as intervention targets.
Area of Science:
- Public Health
- Sociology
- Psychology
Background:
- Cardiometabolic morbidity and multimorbidity are rising in the US, leading to poor health outcomes and high costs.
- Existing research lacks understanding of health disparities in cardiometabolic multimorbidity, particularly concerning modifiable factors.
- A biopsychosocial framework is needed to explore links between relationships and cardiometabolic health.
Purpose of the Study:
- To investigate the association between premorbid family and marital relationships and cardiometabolic morbidity/multimorbidity.
- To examine how socioeconomic status, specifically educational attainment, moderates these associations.
- To identify potential targets for preventative health interventions based on relationship factors.
Main Methods:
- Utilized data from three waves of the Midlife in the US study (N=4951).
- Assessed cardiometabolic development via morbidity count, individual conditions (diabetes, hypertension, stroke, heart attack), and multimorbidity severity.
- Employed a biopsychosocial framework (Biobehavioral Family Model) to analyze relationship data.
Main Results:
- Family strain significantly increased the number of cardiometabolic morbidities (OR=1.17) and the severity of multimorbidity (OR=1.38).
- Family support acted as a buffer against the negative health effects of lower educational attainment.
- Marital quality showed less impact on cardiometabolic outcomes compared to family strain.
Conclusions:
- Non-intimate family relationships, particularly strain, are significant predictors of cardiometabolic diseases and multimorbidity.
- Family dynamics and socioeconomic status interact to influence cardiometabolic health.
- Family relationships represent a promising target for future preventative health interventions.
Abstract:
The prevalence of cardiometabolic morbidity (e.g., high blood pressure, heart attack, stroke, type 2 diabetes) and multimorbidity development (2 or more cardiometabolic morbidities) are rapidly growing in the US. Cardiometabolic morbidity and multimorbidity are linked to poor well-being outcomes, high healthcare costs, and mortality. There is little known about cardiometabolic multimorbidity health disparities, particularly regarding mutable factors that might be targeted in future health interventions. In the present study, using a biopsychosocial framework (Biobehavioral Family Model), we examine whether cardiometabolic morbidity and multimorbidity development are linked to premorbid family and marital relationships and if it differs depending on socioeconomic status (i.e., educational attainment) using three waves of Midlife in the US (N = 4951). We assessed cardiometabolic development with three conceptualizations: number of cardiometabolic morbidities (i.e., count variable), individual cardiometabolic morbidities (i.e., diabetes, high blood pressure, stroke, heart attack), and severity of cardiometabolic multimorbidity (e.g., 3+ vs. zero morbidities). Family strain increased the number of cardiometabolic morbidities (OR = 1.17) and the severity of multimorbidity (e.g., 3+ morbidities: OR = 1.38). People with a high school education experienced family support as a buffer to the negative health impact of education level. Generally, marital quality appeared less impactful on cardiometabolic morbidity and multimorbidity development compared to family strain. Positive and negative family characteristics appear to function differently across educational attainment. These findings indicate that adults' non-intimate family relationships predict important outcomes such as diabetes, heart attack, stroke, and cardiometabolic multimorbidity and should be considered targets for preventative health interventions.
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