Clinical Scorecard: Socioeconomic Factors and Their Impact on Cardiovascular-Kidney-Metabolic Syndrome at the Census Tract Level
At a Glance
Category
Detail
Condition
Cardiovascular-Kidney-Metabolic (CKM) Syndrome - a significant public health burden with high morbidity and mortality.
Key Mechanisms
Interrelated conditions including obesity, diabetes, hypertension, kidney disease, and cardiovascular diseases, contributing to substantial health care costs.
Target Population
Individuals living in various census tracts across the United States, particularly those in lower socioeconomic statuses.
Care Setting
Community and public health settings, focusing on integrated care approaches.
Key Highlights
CKM syndrome poses significant public health burden with high morbidity and mortality.
Neighborhood socioeconomic factors significantly influence CKM conditions, with specific indices showing varying impacts.
Seven neighborhood indices were analyzed for their correlation with CKM conditions, highlighting the need for comprehensive assessment.
Median household income is a commonly used measure but may not capture all health determinants; additional indices provide deeper insights.
Publicly available data was utilized for comprehensive analysis at the census tract level, ensuring transparency and reproducibility.
Guideline-Based Recommendations
Diagnosis
Utilize neighborhood indices to assess CKM condition prevalence, focusing on specific indices relevant to the population.
Management
Incorporate social determinants of health in CKM management strategies, such as access to healthcare, education, and employment opportunities.
Monitoring & Follow-up
Regularly evaluate neighborhood characteristics alongside individual health metrics to identify at-risk populations.
Risks
Higher deprivation indices correlate with increased CKM condition prevalence, necessitating targeted interventions.
Patient & Prescribing Data
Residents of census tracts with varying socioeconomic statuses, particularly those at higher risk for CKM conditions.
Addressing social determinants may improve health outcomes in CKM syndrome by tailoring interventions to community needs.
Clinical Best Practices
Integrate neighborhood indices into public health assessments to identify high-risk areas.
Focus on holistic approaches considering both clinical and nonclinical factors, including mental health and community resources.
Use community-level data to inform targeted interventions, such as health education programs and resource allocation.
by Vaishnavi Krishnan, Xiaoning Huang, Cyanna McGowan, Nilay S. Shah, Farah Qureshi, Cynthia S. Minkovitz, Kiarri N. Kershaw, Alexa A. Freedman, Gregory E. Miller, Donald M. Lloyd-Jones, Sadiya S. Khan
