Ferguson Erin L, Mehta Shivani, Miramontes Silvia, Choi Minhyuk, Kim Ye Ji, Hill-Jarrett Tanisha G, Cevallos Nicolas, Yang Yulin, Zimmerman Scott C, Chen Ruijia, Kim Min Hee, Sims Kendra D, Schwartz Gabriel L
Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, California, USA.
Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco, California, USA.
Gerontologist. 2025 Apr 9;65(5). doi: 10.1093/geront/gnaf027.
Housing insecurity is rising among older adults, especially for racially minoritized people. Few studies have evaluated whether healthcare institutions are meeting that challenge. Using data from a large California medical system, we examined how often older patients are (A) identified as housing insecure and then (B) referred to social services, as well as inequities in those rates.
We analyzed electronic health records (2013-2022) for 119,127 older adults (55+) receiving primary or emergency care. We used a natural language processing model to identify housing insecurity and social services referrals/connections from unstructured notes, with referrals also captured via structured data. Trends in identification were compared to eviction and homelessness trends in the general population. Racial inequities in referrals were evaluated using logistic regression.
0.6% of encounters (n = 6,253) screened positive for housing insecurity. Positive screening trends were nonlinear, with initial increases followed by declines to baseline (roughly tracking regional eviction trends). Only 7% of patients identified as housing insecure were referred to social services, and connections were more likely in primary than emergency care (odds ratio [OR] = 2.04, 95% confidence interval [95% CI]: 1.41-2.96). Asian patients had lower odds of referral than non-Hispanic White patients (OR = 0.51, 95% CI: 0.28-0.95).
We identified urgent unmet needs for housing intervention among older patients. Healthcare systems must do more to ensure older patients, especially racially minoritized older adults, are screened for housing insecurity and connected to housing services.
老年人中住房不安全问题日益严重,尤其是对少数族裔而言。很少有研究评估医疗机构是否应对了这一挑战。利用加利福尼亚州一个大型医疗系统的数据,我们研究了老年患者被(A)确定为住房不安全,然后(B)被转介至社会服务机构的频率,以及这些比率中的不平等情况。
我们分析了119127名接受初级或急诊护理的55岁及以上老年人的电子健康记录(2013 - 2022年)。我们使用自然语言处理模型从非结构化记录中识别住房不安全情况以及社会服务转介/联系情况,转介情况也通过结构化数据获取。将识别趋势与普通人群中的驱逐和无家可归趋势进行比较。使用逻辑回归评估转介中的种族不平等情况。
0.6%的诊疗(n = 6253)住房不安全筛查呈阳性。阳性筛查趋势是非线性的,最初上升,随后降至基线水平(大致跟踪地区驱逐趋势)。被确定为住房不安全的患者中只有7%被转介至社会服务机构,且在初级护理中比在急诊护理中更有可能建立联系(优势比[OR] = 2.04,95%置信区间[95%CI]:1.41 - 2.96)。亚洲患者被转介的几率低于非西班牙裔白人患者(OR = 0.51,95%CI:0.28 - 0.95)。
我们确定了老年患者在住房干预方面迫切未得到满足的需求。医疗系统必须采取更多措施,以确保对老年患者,尤其是少数族裔老年人进行住房不安全筛查,并与住房服务建立联系。