The Association of Frailty and Neighborhood Disadvantage with Emergency Department Visits and Hospitalizations in Older Adults

被引:2
|
作者
Lenoir, Kristin M. [1 ,2 ,3 ]
Paul, Rajib [2 ]
Wright, Elena [3 ,4 ]
Palakshappa, Deepak [5 ,6 ,7 ]
Pajewski, Nicholas M. [1 ,3 ]
Hanchate, Amresh [8 ]
Hughes, Jaime M. [4 ,9 ]
Gabbard, Jennifer [9 ]
Wells, Brian J. [1 ,3 ]
Dulin, Michael [2 ]
Houlihan, Jennifer [10 ]
Callahan, Kathryn E. [3 ,9 ]
机构
[1] Wake Forest Univ, Bowman Gray Sch Med, Dept Biostat & Data Sci, Div Publ Hlth Sci, Winston Salem, NC USA
[2] Univ North Carolina Charlotte, Dept Publ Hlth Sci, Charlotte, NC 28223 USA
[3] Wake Forest Univ, Bowman Gray Sch Med, Ctr Healthcare Innovat, Winston Salem, NC USA
[4] Wake Forest Univ, Bowman Gray Sch Med, Dept Implementat Sci, Div Publ Hlth Sci, Winston Salem, NC USA
[5] Wake Forest Univ, Bowman Gray Sch Med, Dept Internal Med, Sect Gen Internal Med, Winston Salem, NC USA
[6] Wake Forest Univ, Bowman Gray Sch Med, Dept Pediat, Sect Gen Pediat, Winston Salem, NC USA
[7] Wake Forest Univ, Bowman Gray Sch Med, Dept Epidemiol & Prevent, Div Publ Hlth Sci, Winston Salem, NC USA
[8] Wake Forest Univ, Bowman Gray Sch Med, Dept Social Sci & Hlth Policy, Winston Salem, NC USA
[9] Wake Forest Univ, Bowman Gray Sch Med, Dept Internal Med, Sect Gerontol & Geriatr Med, Winston Salem, NC USA
[10] Atrium Hlth Wake Forest Baptist, Value Based Care & Populat Hlth, Winston Salem, NC USA
基金
美国国家卫生研究院;
关键词
frailty; area deprivation index; social determinants of health; health services; electronic health records; risk stratification; HEALTH-CARE; EUROPEANS ASSOCIATION; INDEX; DETERMINANTS; RISK; MORTALITY;
D O I
10.1007/s11606-023-08503-x
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
BACKGROUND: Risk stratification and population man- agement strategies are critical for providing effective and equitable care for the growing population of older adults in the USA. Both frailty and neighborhood disadvantage are constructs that independently identify populations with higher healthcare utilization and risk of adverse outcomes.OBJECTIVE: To examine the joint association of these factors on acute healthcare utilization using two prag- matic measures based on structured data available in the electronic health record (EHR).DESIGN: In this retrospective observational study, we used EHR data to identify patients aged >= 65 years at Atrium Health Wake Forest Baptist on January 1, 2019, who were attributed to affiliated Accountable Care Organizations. Frailty was categorized through an EHR-derived electronic Frailty Index (eFI), while neigh- borhood disadvantage was quantified through linkage to the area deprivation index (ADI). We used a recurrent time-to-event model within a Cox proportional hazards framework to examine the joint association of eFI and ADI categories with healthcare utilization comprising emergency visits, observation stays, and inpatient hos- pitalizations over one year of follow-up.KEY RESULTS: We identified a cohort of 47,566 older adults (median age = 73, 60% female, 12% Black). There was an interaction between frailty and area disadvan- tage (P = 0.023). Each factor was associated with utili- zation across categories of the other. The magnitude of frailty's association was larger than living in a disad- vantaged area. The highest-risk group comprised frail adults living in areas of high disadvantage (HR 3.23, 95% CI 2.99-3.49; P < 0.001). We observed additive effects between frailty and living in areas of mid-(RERI 0.29;95% CI 0.13-0.45; P < 0.001) and high (RERI 0.62, 95% CI 0.41-0.83; P < 0.001) neighborhood disadvantage.CONCLUSIONS: Considering both frailty and neighbor- hood disadvantage may assist healthcare organizations in effectively risk-stratifying vulnerable older adults and informing population management strategies. These constructs can be readily assessed at-scale using rou- tinely collected structured EHR data.
引用
收藏
页码:643 / 651
页数:9
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