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Comparative Analysis of Frailty Scores for Predicting Adverse Outcomes in Hip Fracture Patients: Insights from the United States National Inpatient Sample
Örebro University, School of Medical Sciences. Department of Orthopedic Surgery, Faculty of Medicine and Health, Örebro University, Örebro, Sweden.ORCID iD: 0000-0003-3583-3443
Örebro University, School of Medical Sciences. Örebro University Hospital. Clinical Epidemiology and Biostatistics.ORCID iD: 0000-0002-3552-9153
Örebro University, School of Medical Sciences. Örebro University Hospital.ORCID iD: 0000-0003-3436-1026
Department of Surgery, Section of Trauma and Acute Care Surgery, Stanford University School of Medicine, Stanford, CA 94305, USA.
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2024 (English)In: Journal of Personalized Medicine, E-ISSN 2075-4426, Vol. 14, no 6, article id 621Article in journal (Refereed) Published
Abstract [en]

The aim of the current investigation was to compare the ability of several frailty scores to predict adverse outcomes in hip fracture patients. All adult patients (18 years or older) who suffered a hip fracture due to a fall and underwent surgical fixation were extracted from the 2019 National Inpatient Sample (NIS) Database. A combination of logistic regression and bootstrapping was used to compare the predictive ability of the Orthopedic Frailty Score (OFS), the Nottingham Hip Fracture Score (NHFS), the 11-factor modified Frailty Index (11-mFI) and 5-factor (5-mFI) modified Frailty Index, as well as the Johns Hopkins Frailty Indicator. A total of 227,850 patients were extracted from the NIS. In the prediction of in-hospital mortality and failure-to-rescue (FTR), the OFS surpassed all other frailty measures, approaching an acceptable predictive ability for mortality [AUC (95% CI): 0.69 (0.67-0.72)] and achieving an acceptable predictive ability for FTR [AUC (95% CI): 0.70 (0.67-0.72)]. The NHFS demonstrated the highest predictive ability for predicting any complication [AUC (95% CI): 0.62 (0.62-0.63)]. The 11-mFI exhibited the highest predictive ability for cardiovascular complications [AUC (95% CI): 0.66 (0.64-0.67)] and the NHFS achieved the highest predictive ability for delirium [AUC (95% CI): 0.69 (0.68-0.70)]. No score succeeded in effectively predicting venous thromboembolism or infections. In summary, the investigated frailty scores were most effective in predicting in-hospital mortality and failure-to-rescue; however, they struggled to predict complications.

Place, publisher, year, edition, pages
MDPI, 2024. Vol. 14, no 6, article id 621
Keywords [en]
Johns Hopkins Frailty Indicator, Modified Frailty Index, Nottingham Hip Fracture Score, Orthopedic Frailty Score, frailty, hip fracture, logistic regression, morbidity, mortality, prediction
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Orthopaedics
Identifiers
URN: urn:nbn:se:oru:diva-114472DOI: 10.3390/jpm14060621ISI: 001256642300001PubMedID: 38929842Scopus ID: 2-s2.0-85196882937OAI: oai:DiVA.org:oru-114472DiVA, id: diva2:1879357
Available from: 2024-06-28 Created: 2024-06-28 Last updated: 2024-07-25Bibliographically approved

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Forssten, Maximilian PeterCao, YangMohammad Ismail, AhmadMohseni, Shahin

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