ArticleAcademic emergency medicine : official journal of the Society for Academic Emergency Medicine2024
Predicting posthospitalization falls in Brazilian older adults: External validation of the Carpenter instrument.
Article in Academic emergency medicine : official journal of the Society for Academic Emergency Medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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Who cites it
4 citing papers in PubMed, 7 citations in OpenAlex.
- Post-Discharge COVID-19 Symptoms Predict 1-Year Functional Decline, Falls, and Emergency Department Visits: A Cohort Study.Journal of the American Geriatrics Society · 2025Article
- The PRO-AGE Tool and Its Association With Post Discharge Outcomes in Older Adults Admitted From the Emergency Department.Journal of the American Geriatrics Society · 2025Observational
- Nutritional Status Predicts Functional Recovery and Adverse Outcomes in Older Adults: A Prospective Cohort Study.Journal of cachexia, sarcopenia and muscle · 2025Article
- Enhancing the emergency department experience for older adults: Study protocol for the implementation of a comfort menu and cart.PloS one · 2025Article
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Authors and funding
7 authors at 4 institutions in 2 countries.
Funding
Abstract
objectivesThis study sought to explore and externally validate the Carpenter instrument's efficacy in predicting postdischarge fall risk among older adults admitted to the emergency department (ED) for reasons other than falls or related injuries.
methodsA prospective cohort study was conducted on 779 patients aged ≥ 65 years from a tertiary hospital in São Paulo, Brazil, who were monitored for up to 6 months post-ED hospitalization. The Carpenter instrument, which evaluates the four risk factors nonhealing foot sores, self-reported depression, inability to self-clip toenails, and prior falls, was utilized to assess fall risk. Follow-up by telephone occurred at 30, 90, and 180 days to identify falls and mortality. Fine-Gray models estimated the predictive power of Carpenter instrument for future falls, considering death as a competing event and sociodemographic factors, frail status, and clinical measures as confounders.
resultsAmong 779 patients, 68 (9%) experienced a fall within 180 days post-ED admission, and 88 (11%) died. The majority were male (54%), with a mean age of 79 years. Upon utilizing the Carpenter score, those with a higher fall risk (≥2 points) displayed more comorbidities, greater frailty, and increased clinical severity at baseline. Regression analyses showed that every additional point on the Carpenter score increased the hazard of falls by 73%. Two primary contributors to its predictive potential were identified: a history of falls in the preceding year and an inability to self-clip toenails. However, the instrument's discriminative accuracy was suboptimal, with an area under the curve of 0.62.
conclusionsWhile the Carpenter instrument associated with a higher 6-month postadmission fall risk among older adults post-ED visit, its accuracy for individual patient decision making was limited. Given the significant impact of falls on health outcomes and health care costs, refining risk assessment tools remains essential. Future research should focus on enhancing these assessments and devising targeted proactive strategies.
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