Gordon Nancy P, Pimentel Michelle
Division of Research, Kaiser Permanente, Pleasanton, USA.
Operations, Rock Medicine, Orange, USA.
Cureus. 2024 Nov 8;16(11):e73288. doi: 10.7759/cureus.73288. eCollection 2024 Nov.
Introduction We aimed to describe the relationship of educational attainment with the prevalence of six health outcomes (ever and current smoking, diabetes, hypertension, coronary artery disease, and chronic obstructive pulmonary disease) in an older adult population, including whether education-health relationships differed by health outcome, by racial and ethnic (racial/ethnic) group, and by racial/ethnic group within the same level of education. Methods This cross-sectional study used 2015-2016 electronic health record data for 149,417 non-Hispanic White (White), 15,398 African-American or other Black (Black), 15,319 Hispanic or Latino (Latino), 10,133 Filipino, and 8810 Chinese Northern California health plan members aged 65-79 years whose preferred language was English. For each racial/ethnic group, sex-specific age-standardized prevalence of the six health outcomes was estimated for four levels of education (non-high school graduate, high school graduate, some college, college graduate). Age-adjusted prevalence ratios were used to compare the prevalence between adjacent levels of education and at lower versus college graduate levels within racial/ethnic groups, and the prevalence between White adults and adults in the other racial/ethnic groups, within each level of education and overall. Results The education-health relationship varied across racial/ethnic groups and health outcomes, with gradient relationships more consistently seen for White, Black, and Latino older adults than Filipino and Chinese older adults. Even when a gradient relationship was not observed, the prevalence at the college graduate level was usually significantly lower than the prevalence at the three lower levels of education. The prevalence of current smoking, diabetes, and hypertension was higher among Black than White adults at most levels of education. Controlling for education level minimally affected comparisons of overall prevalence of health outcomes between adults in the White and the other racial/ethnic groups, with the broadest impact seen for Latino-White comparisons. Conclusions The relationship of level of education and health outcomes differs across racial/ethnic groups and by health outcome. This should be taken into consideration when using education as a risk adjustment factor or predictor of health outcomes in multi-ethnic older adult populations.
引言 我们旨在描述老年人群中教育程度与六种健康结局(曾经吸烟和当前吸烟、糖尿病、高血压、冠状动脉疾病和慢性阻塞性肺疾病)患病率之间的关系,包括教育与健康的关系是否因健康结局、种族和族裔群体以及在相同教育水平内的种族/族裔群体而异。方法 这项横断面研究使用了2015 - 2016年电子健康记录数据,这些数据来自北加利福尼亚健康计划的149417名非西班牙裔白人、15398名非裔美国人或其他黑人、15319名西班牙裔或拉丁裔、10133名菲律宾人和8810名华裔65至79岁的成员,他们的首选语言为英语。对于每个种族/族裔群体,针对四个教育水平(未高中毕业、高中毕业、有些大学学历、大学毕业)估计了六种健康结局的按性别年龄标准化患病率。年龄调整患病率比用于比较种族/族裔群体内相邻教育水平之间以及较低教育水平与大学毕业水平之间的患病率,以及在每个教育水平和总体上白人成年人与其他种族/族裔群体成年人之间的患病率。结果 教育与健康的关系因种族/族裔群体和健康结局而异,白人、黑人及拉丁裔老年人比菲律宾和华裔老年人更一致地呈现出梯度关系。即使未观察到梯度关系,大学毕业水平的患病率通常也显著低于三个较低教育水平的患病率。在大多数教育水平上,黑人成年人当前吸烟、糖尿病和高血压的患病率高于白人成年人。控制教育水平对白人及其他种族/族裔群体成年人健康结局总体患病率的比较影响最小,对拉丁裔与白人的比较影响最大。结论 教育水平与健康结局之间存在种族/族裔差异,并且因健康结局而异。在多民族老年人群体中将教育用作风险调整因素或健康结局预测指标时,应考虑到这一点。