Explaining the Variance in Cardiovascular Health Indicators among Asian Americans: A Comparison of Demographic, Socioeconomic, and Ethnicity

Lalaine Sevillano, Adrian M Bacong, Dale Maglalang
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Abstract

BACKGROUND: The Asian American (AA) population is the fastest-growing major racial or ethnic group in the U.S. Typically treated as a monolith in research, disaggregated data show disproportionate cardiovascular disease (CVD) burden among certain AA ethnic groups. This analysis aimed to identify which factors explain variance in cardiovascular health among AA ethnic groups. METHODS: We analyzed pooled 2010-2018 National Health Interview Survey cross-sectional data from Chinese, Asian Indian, Filipino, and Other Asian adults in the U.S. Coronary heart disease, heart attack, and stroke were the CVD outcomes of interest. Covariates included sociodemographic characteristics, CVD-related health behaviors (e.g., smoking tobacco, physical inactivity), and health conditions (e.g., diabetes, hypertension). The distribution of self-reported CVD outcomes and covariates were examined among the full AA sample and disaggregated ethnic groups. Variance explained by sociodemographic, health behaviors, and health conditions were calculated based on the adjusted R-squared from a series of five models for each CVD health outcome. RESULTS: Of the 10,353 AAs in the sample, 53% identified as female and 86% between the ages of 18-64 years old. Compared to the aggregate AA sample and the other ethnic groups, Filipinos had a higher burden of any CVD outcome (5.9%), particularly for coronary heart disease (4.0%) and heart attack (2.5%).The combination of all predictors explained at most 13% of variance, with sociodemographic characteristics accounting for at least half of the variance explained among all participants. Health behaviors explained a greater amount of additional variance for all CVD outcomes among Asian Indians, including an additional 3.1% for stroke. Inversely, existing health conditions were significant predictors of CVD for all AA ethnic groups compared to Asian Indians. CONCLUSIONS: There is heterogeneity in CVD outcomes and related risk factors in AA ethnic groups, emphasizing the need for culturally-tailored prevention and intervention strategies.
解释亚裔美国人心血管健康指标的差异:人口、社会经济和种族的比较
背景:亚裔美国人(AA)人口是美国增长最快的主要种族或族裔群体。在研究中,亚裔美国人通常被视为一个整体,但分类数据显示,某些亚裔美国人族裔群体的心血管疾病(CVD)负担过重。本分析旨在确定哪些因素可以解释 AA 族群心血管健康的差异。方法:我们分析了汇总的 2010-2018 年美国国家健康访谈调查横断面数据,这些数据来自美国的华裔、亚裔印度人、菲律宾人和其他亚裔成年人。协变量包括社会人口特征、与心血管疾病相关的健康行为(如吸烟、缺乏运动)和健康状况(如糖尿病、高血压)。在全部 AA 样本和细分的种族群体中,对自我报告的心血管疾病结果和协变量的分布进行了研究。结果:在 10353 个 AA 样本中,53% 为女性,86% 年龄在 18-64 岁之间。与所有 AA 样本和其他种族群体相比,菲律宾人的心血管疾病负担较高(5.9%),尤其是冠心病(4.0%)和心脏病发作(2.5%)。在亚裔印度人中,健康行为对所有心血管疾病结果的额外方差解释量更大,其中对中风的额外解释量为 3.1%。相反,与亚裔印第安人相比,所有 AA 族群的现有健康状况都是心血管疾病的重要预测因素。结论:亚裔美国人的心血管疾病结果和相关风险因素存在异质性,因此需要制定符合其文化特点的预防和干预策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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