Comparative Analysis of Frailty Scores for Predicting Adverse Outcomes in Hip Fracture Patients: Insights from the United States National Inpatient Sample Show others and affiliations
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
National Category
Orthopaedics
Identifiers URN: urn:nbn:se:oru:diva-114472 DOI: 10.3390/jpm14060621 ISI: 001256642300001 PubMedID: 38929842 Scopus ID: 2-s2.0-85196882937 OAI: oai:DiVA.org:oru-114472 DiVA, id: diva2:1879357
2024-06-282024-06-282024-07-25 Bibliographically approved