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Published on: September 22, 2023
Sociodemographic Disparities in Coronary Artery Calcium Screening
Andrew Faturos1, Melinda Wong2, Ahmadreza Ghasemiesfe3
1Department of Internal Medicine, University of California, Sacramento.
Coronary artery calcium screening is disproportionately utilized by affluent, educated, White individuals. This highlights potential disparities in accessing this important cardiovascular risk assessment, particularly for minority and non-English speaking populations.
Area of Science:
- Cardiovascular Epidemiology and Preventive Cardiology
- Health Equity Research and Sociodemographic Disparities
- The intersection of clinical diagnostics and coronary artery calcium screening
Background:
Prior research has shown that subclinical atherosclerosis serves as a significant predictor of future cardiovascular events and long-term mortality. Coronary artery calcium (CAC) scoring provides a non-invasive method to quantify this risk by measuring calcified plaque within the coronary arterial walls using specialized imaging. Clinical guidelines often utilize these scores to refine risk stratification for patients who fall into intermediate-risk categories where treatment decisions remain uncertain. Despite its clinical utility for preventing heart attacks, many private and public insurance providers do not offer coverage for this specific diagnostic test. The resulting out-of-pocket costs create a substantial financial barrier that may prevent equitable access across different socioeconomic strata and diverse neighborhoods. This absence of evidence motivated a systematic comparison between the demographic profiles of patients receiving these scans and the general population within a specific metropolitan region.
Purpose Of The Study:
Researchers sought to determine whether significant differences exist between the socioeconomic status of individuals undergoing coronary artery calcium screening and their surrounding metropolitan community. The investigation focused on identifying potential biases in test utilization related to race, primary language, and educational attainment levels. Identifying these patterns helps clarify how financial and professional factors influence the adoption of preventive cardiac technologies in modern clinical practice. The study also evaluated whether employment within specific sectors, such as healthcare or education, correlated with higher rates of screening participation among eligible adults. By comparing patient data against regional census benchmarks, the team aimed to highlight specific populations currently underserved by existing screening protocols and referral patterns. The analysis intended to provide a foundation for policy changes that could improve the accessibility of cardiovascular risk assessment tools for all patients regardless of income.
Main Methods:
The research team conducted a retrospective analysis of 627 patients referred for coronary artery calcium testing in a major metropolitan area between October 2010 and August 2023. Investigators extracted comprehensive demographic and occupational data for every participant to establish a detailed profile of the screened cohort over this thirteen-year period. Household income levels and population reference statistics were sourced directly from US Census Data to ensure a standardized comparison against regional norms. The researchers utilized zip code matching to align patient socioeconomic metrics with the specific regional metropolitan area under study to minimize geographic bias. Statistical comparisons employed P-values to assess the significance of deviations between the patient group and the local population benchmarks across multiple variables. The study design specifically categorized participants by their professional industry, focusing on the prevalence of healthcare and education workers within the total sample.
Main Results:
Patients receiving coronary artery calcium screening were predominantly White (77%) and English-speaking (98%), representing a significant departure from local demographic distributions (P < .001). The average median annual income for the screened group reached $94,116, which significantly exceeded the metropolitan median of $81,264 (P < .001). Healthcare professionals constituted the largest single workforce segment at 22%, more than doubling their 10% representation in the general local population (P < .001). Individuals holding graduate or professional degrees accounted for 32% of the patient cohort, a proportion substantially higher than that found in the surrounding community (P < .001). The study observed an equal gender distribution among participants, with 52% female and 48% male representation and a median age of 63 years. Education sector employees also showed higher participation rates at 12% compared to their expected prevalence in the regional workforce.
Conclusions:
The findings suggest that current coronary artery calcium screening practices disproportionately favor affluent, highly educated, and English-speaking populations within the studied metropolitan area. The overrepresentation of healthcare workers indicates that professional proximity to medical knowledge and clinical resources may drive the utilization of non-covered diagnostic tests. Financial barriers likely play a central role in limiting access for lower-income individuals and minority groups who may benefit from early atherosclerosis detection. Addressing these disparities requires a reevaluation of insurance coverage policies to ensure that preventive cardiac care is not restricted by socioeconomic status or language proficiency. Future research should focus on developing strategies to increase screening rates among non-English speaking individuals and underrepresented racial groups to achieve health equity. The study underscores the need for targeted outreach programs that bridge the gap between clinical evidence and equitable healthcare delivery for cardiovascular prevention.
Frequently Asked Questions
According to the study's authors, higher household income and educational attainment significantly increase screening rates. Patients who underwent testing had a median annual income of $94,116, which was nearly $13,000 higher than the metropolitan median, suggesting that out-of-pocket costs create a barrier for lower-income individuals.
The study found that 77% of patients were White and 98% were English-speaking, which significantly differed from the local demographic data (P < .001). These results indicate that minority groups and non-English speakers are underrepresented in coronary artery calcium screening compared to the general metropolitan population.
The researchers used US Census Data and zip code matching to establish a standardized socioeconomic benchmark for the metropolitan area. This allowed for a precise comparison between the $94,116 median income of the 627 screened patients and the $81,264 median income of the local population.
The findings specifically highlight disparities among healthcare and education workers, who represented 22% and 12% of the screened cohort, respectively. The authors suggest that these results may not generalize to all workforces, as healthcare workers were overrepresented compared to their 10% local population share.
The study's authors propose that future research must explore the specific barriers preventing coronary artery calcium testing in minority and non-English speaking populations. They conclude that addressing these disparities is essential for ensuring equitable access to subclinical atherosclerosis detection across all sociodemographic groups.
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