From University of Chicago, Chicago, IL (WW, MHC); Association of Asian Pacific Community Health Organizations, San Francisco, CA (VL, RCW); Siouxland Community Health Center, Sioux City, IA (DF, EH); National Association of Community Health Centers, Bethesda, MD (MP).
J Am Board Fam Med. 2022 Jul-Aug;35(4):668-679. doi: 10.3122/jabfm.2022.04.200462.
PRAPARE is a leading social risk screening tool. No studies yet have simplified the 22 PRAPARE social determinants of health (SDoH) into clusters to analyze associations with chronic disease outcomes.
A federally qualified health center conducted cross-sectional PRAPARE screening on its general adult population. Exploratory and confirmatory factor analyses were used to identify SDoH clusters and construct cluster scores and SDoH total risk scores. Logistic regression assessed relationships between cluster scores and uncontrolled diabetes and/or hypertension.
Of the 11,773 adults who answered the survey, 716 had diabetes only, 2,388 had hypertension only, 1,477 had both, and 7,192 had neither. We found 3 composite SDoH clusters (social background, social insecurities, insurance/employment) and 3 standalone clusters (housing status, social isolation, poverty). Among patients with diabetes, those at risk in social background, social insecurities, and insurance/employment were more likely to have uncontrolled diabetes. Among patients with hypertension, those at more risk in social insecurities were more likely to have uncontrolled hypertension.
We simplified the 22 PRAPARE SDoH into 3 composite clusters and 3 individual clusters and demonstrated the reliability and validity of PRAPARE. The 3 composite clusters were positively associated with uncontrolled diabetes and/or hypertension.
PRAPARE 是一种领先的社会风险筛查工具。目前尚无研究将 22 项 PRAPARE 健康社会决定因素(SDoH)简化为聚类,以分析其与慢性疾病结果的关联。
一家联邦合格的健康中心对其普通成年人群进行了 PRAPARE 横断面筛查。采用探索性和验证性因子分析来确定 SDoH 聚类,并构建聚类得分和 SDoH 总风险得分。逻辑回归评估了聚类得分与未控制的糖尿病和/或高血压之间的关系。
在回答调查的 11773 名成年人中,716 人仅有糖尿病,2388 人仅有高血压,1477 人同时患有两种疾病,7192 人两种疾病都没有。我们发现了 3 个复合 SDoH 聚类(社会背景、社会不安、保险/就业)和 3 个独立聚类(住房状况、社会孤立、贫困)。在患有糖尿病的患者中,社会背景、社会不安和保险/就业风险较高的患者更有可能患有未控制的糖尿病。在患有高血压的患者中,社会不安风险较高的患者更有可能患有未控制的高血压。
我们将 22 项 PRAPARE SDoH 简化为 3 个复合聚类和 3 个个体聚类,并证明了 PRAPARE 的可靠性和有效性。这 3 个复合聚类与未控制的糖尿病和/或高血压呈正相关。