The Impact of Clusters With Distinct Social Determinants by a Two-Step Cluster Analysis on Cardiovascular Health.

IF 2.6 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS
Seok Hee Lee, Minsu Ock, Seongmi Moon, Eun Kyeung Song
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引用次数: 0

Abstract

Background: The prevalence and mortality rates of cardiovascular diseases have been consistently high over the past 10 years in Ulsan, South Korea. Given the importance of social determinants in cardiovascular health, it is imperative to determine clusters with social determinants by a cluster analysis and their relationships with cardiovascular health.

Objective: The aims of this study were to identity clusters with distinct social determinants and to compare cardiovascular health among the identified clusters.

Methods: Social determinants (age, sex, job, education, monthly income, living location, medical institution usage, and experience of public resources), awareness and knowledge of stroke and myocardial infarction warning symptoms, health behaviors, and current history of hypertension, diabetes, and dyslipidemia were obtained from 1224 adults dwelling in Ulsan. A two-step cluster analysis, χ2 test, and logistic regressions were used for data analysis.

Results: Three clusters were identified and named "middle-aged male workers" (n = 379, 31.0%), "young professionals" (n = 482, 39.4%), and "older female dependents" (n = 363, 29.7%). Among the 3 clusters, there were significant differences in self-reported awareness of stroke and myocardial infarction warning symptoms, smoking, alcohol consumption, and eating habits related to salt intake (all Ps ≤ .001). In logistic regressions, "middle-aged male workers" versus "young professionals" had an odds ratio of 6.41 (P < .001) for hypertension and a 6.30 for diabetes (P < .001), whereas odds ratios for "older female dependents" versus "young professionals" were 10.23 for hypertension (P < .001), 7.64 for diabetes (P < .001), and 5.04 for dyslipidemia (P < .001).

Conclusions: Understanding subgroups vulnerable to cardiovascular health with distinct social determinants should be prioritized, and on the basis of this, a public health promotion program is warranted.

两步聚类分析对心血管健康的不同社会决定因素的影响。
背景:在过去10年中,韩国蔚山的心血管疾病患病率和死亡率一直很高。鉴于社会决定因素在心血管健康中的重要性,必须通过聚类分析确定具有社会决定因素的聚类及其与心血管健康的关系。目的:本研究的目的是识别具有不同社会决定因素的集群,并比较识别集群之间的心血管健康。方法:收集居住在蔚山市的1224名成年人的社会决定因素(年龄、性别、职业、教育程度、月收入、居住地、医疗机构使用情况、公共资源使用经验)、卒中和心肌梗死预警症状的认知和知识、健康行为、高血压、糖尿病和血脂异常病史。数据分析采用两步聚类分析、χ2检验和logistic回归。结果:确定了“中年男性劳动者”(n = 379, 31.0%)、“年轻专业人员”(n = 482, 39.4%)和“老年女性家属”(n = 363, 29.7%)三个群体。3个组间,自述卒中和心肌梗死预警症状意识、吸烟、饮酒、与盐摄入相关的饮食习惯等方面差异均有统计学意义(均p≤0.001)。在logistic回归中,“中年男性工人”与“年轻专业人员”在高血压方面的比值比为6.41 (P < 0.001),在糖尿病方面的比值比为6.30 (P < 0.001),而“老年女性家属”与“年轻专业人员”在高血压方面的比值比为10.23 (P < 0.001),糖尿病方面的比值比为7.64 (P < 0.001),血脂异常方面的比值比为5.04 (P < 0.001)。结论:应优先了解具有不同社会决定因素的心血管健康易感亚群体,并在此基础上制定公共健康促进计划。
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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来源期刊
CiteScore
3.30
自引率
10.00%
发文量
154
审稿时长
>12 weeks
期刊介绍: Official journal of the Preventive Cardiovascular Nurses Association, Journal of Cardiovascular Nursing is one of the leading journals for advanced practice nurses in cardiovascular care, providing thorough coverage of timely topics and information that is extremely practical for daily, on-the-job use. Each issue addresses the physiologic, psychologic, and social needs of cardiovascular patients and their families in a variety of environments. Regular columns include By the Bedside, Progress in Prevention, Pharmacology, Dysrhythmias, and Outcomes Research.
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