As the elderly population expands, enhancing emergency department (ED) care by assessing frailty becomes increasingly vital. To address this, we developed a novel electronic Frailty Index (eFI) from ED health records, specifically designed to assess frailty and predict hospitalization, in-hospital mortality, ICU admissions, and 30-day ED readmissions. This retrospective, single-center study included patients 65 years old or older who presented to the ED of IRCCS Humanitas Research Hospital in Milan, Italy, between January 2015 and December 2019. Frailty was assessed using a novel electronic Frailty Index (eFI), based on the cumulative deficit model, incorporating 45 health deficits to quantify frailty. Patients were divided into four quartiles based on eFI scores to explore the association between frailty levels and adverse outcomes, including hospitalization, in-hospital mortality, ICU admission, and 30-day ED readmission. The study included 21,537 patients (mean age 77.4, 50.7% males). The median eFI score was 0.16. Hospitalization rates rose significantly with frailty, from 20% in the least frail quartile to 43% in the most frail. Similarly, in-hospital mortality and ICU admissions increased markedly with higher eFI scores, with mortality rates climbing from 0.44 to 5.0% across quartiles. The 30-day ED readmission rates significantly rose from 9.9 to 19.8%. For every 0.01 increase in eFI score, the odds of hospitalization, in-hospital mortality, ICU admission, and 30-day ED readmission significantly increased (P < 0.0001). Specifically, the adjusted odds ratios (OR) for hospitalization, in-hospital mortality, ICU admission, and ED readmission rose to 3.55, 14.15, 4.70, and 2.22, respectively (P < 0.0001), in the most frail compared to the least frail quartile. The integration of the eFI into ED settings can enable more precise risk stratification and resource allocation, significantly improving patient management and healthcare delivery for older persons in these urgent care contexts.

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