ArticleJAMA network open2025
Risk Analysis Index for Estimation of 30-Day Postoperative Mortality in Hip Fractures.
Article in JAMA network open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.
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Who cites it
12 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Secondary fracture risk after hip fracture in older patients: an updated sex-specific systematic review and meta analysis with GRADE and PAF assessment.Osteoporosis international : a journal established as result of cooperation between the European Foundation for Osteoporosis and the National Osteoporosis Foundation of the USA · 2026Pooled it
- Otologic Surgery Risk Prediction: Risk Analysis Index-Administrative Versus Modified Frailty Index-5.The Laryngoscope · 2026Article
- ACDF and cervical disc replacement for single-level cervical spine degenerative disease: a frailty driven propensity score-matched comparative analysis.European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society · 2026Article
- In older adults undergoing surgical fixation or arthroplasty following upper limb fractures, does frailty predict post-operative complications and mortality? A systematic review and meta-analysis.JSES reviews, reports, and techniques · 2026Review
- Elevated risk of wound and systemic complications in MRSA-colonized patients undergoing lower extremity orthopedic trauma surgery.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2026Article
- Relationship between short-term exposure to ambient sulfur dioxide and length of hospital stay after surgery for osteoporotic fractures: a distributed lag non-linear analysis.BMC public health · 2026Observational
- Long-term trajectories and cumulative exposure of the triglyceride-glucose-frailty index in relation to hip fracture risk: evidence from a large-scale population-based cohort.Archives of osteoporosis · 2026Article
- Risk Analysis Index as a Predictor of Mortality and Failure to Rescue in Patients Undergoing Distal Femur Fracture Fixation.Indian journal of orthopaedics · 2026Article
- Frailty Screening in the Emergency Department Enables Personalized Multidisciplinary Care for Geriatric Trauma Patients.Journal of personalized medicine · 2026Review
- Factors associated with intracapsular versus extracapsular hip fracture patterns in elderly patients following low-energy falls: a retrospective analysis from a single tertiary-care center in China.Frontiers in medicine · 2026Article
- Risk Factors for Post-Operative Blood Transfusion and Association with Outcomes in Hip Fracture Surgery.Journal of blood medicine · 2026Article
- Development of a Clinical Management Pathway for Perioperative Nutritional Risk in Elderly Patients with Hip Fractures.Clinical interventions in aging · 2025Article
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Authors and funding
8 authors.
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No grant is acknowledged in the PubMed record.
Abstract
Importance: Hip fractures present a substantial public health challenge, with projections of more than 500 000 per year by 2040. As such, frailty indices such as the Revised Risk Analysis Index (RAI) and the Modified Five-Item Frailty Index (mFI-5) have been recently investigated as metrics for preoperative risk stratification for these patients. Objective: To understand the accuracy of frailty, as measured by the RAI and the mFI-5, for estimating 30-day mortality following surgically managed hip fractures. Design, Setting, and Participants: This retrospective cross-sectional analysis used the American College of Surgeons' National Surgical Quality Improvement database. Patients aged 65 years old with surgically managed traumatic hip fracture from 2015 to 2019 were included. Frailty was evaluated using the RAI, a 5-domain scale with 14 weighted variables graded from 0 to 81, and the mFI-5, a 2-domain scale with 5 unweighted variables graded from 0 to 5; for both, a higher score denotes worse frailty. Data collection occurred from May to June 2024. Exposure: Diagnosis of hip fracture and undergoing surgical fixation, hemiarthroplasty, or total hip arthroplasty. Main Outcomes and Measures: The primary outcome was 30-day mortality. Multivariable regression was conducted to assess the estimating value of frailty scales. Discriminatory accuracy was assessed using a receiver operating characteristic curve and quantified using a C-statistic. Results: The cohort consisted of 114 359 patients (70 038 female [69.9%]; median [IQR] age, 84 [77-89] years) with 51 071 prefrail patients (44.7%) according to the mFI-5 and 31 883 very frail patients (27.9%) according to the RAI comprising the largest frailty groups. Increasing frailty status was associated with greater odds ratio (OR) for 30-day mortality for both the mFI-5 (prefrail OR, 1.35 [95% CI, 1.24-1.47]; frail OR, 2.11 [95% CI, 1.94-2.30]; severely frail OR, 3.53 [95% CI, 3.20-3.90]; P < .001 for all) and RAI (normal OR, 1.55 [95% CI, 1.35-1.79]; frail OR, 2.97 [95% CI, 2.59-3.42]; very frail OR, 6.17 [95% CI, 5.38-7.08]; P < .001 for all). The RAI demonstrated superior discriminatory accuracy for 30-day mortality compared with the mFI-5 (area under the receiver operating characteristic curve, 0.73 [95% CI, 0.72-0.73] vs 0.61 [95% CI, 0.60-0.62]; P < .001). Conclusions and Relevance: In this cross-sectional study of 114 359 patients, the RAI demonstrated superior odds and discriminatory accuracy for estimating 30-day mortality following surgical management of hip fractures. The RAI may be considered as a risk stratification tool for orthopedic surgeons to adjunct surgical planning, thereby reducing postoperative mortality.
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