ArticleNeurosurgery practice2023
The Risk Analysis Index Has Superior Discrimination Compared With the Modified Frailty Index-5 in Predicting Worse Postoperative Outcomes for the Octogenarian Neurosurgical Patient.
Article in Neurosurgery practice, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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Who cites it
5 citing papers in PubMed.
- Superior predictive performance of the Risk Analysis Index over the modified Frailty Index-5 in patients undergoing elective anterior cervical procedures among octogenarians.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
- Risk Analysis Index Versus mFI-5 for Predicting Outcomes After Uvulopalatopharyngoplasty.The Laryngoscope · 2026Article
- Risk Analysis Index Versus Modified Frailty Index: Outcomes After Otolaryngologic Surgery.The Laryngoscope · 2025Article
- The risk analysis index as a predictor of 30-day mortality for elderly obese patients undergoing elective total joint arthroplasty.Journal of orthopaedics · 2025Article
- Frailty Predicts 30-day mortality following major complications in neurosurgery patients: The risk analysis index has superior discrimination compared to modified frailty index-5 and increasing patient age.World neurosurgery: X · 2024Article
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Authors and funding
9 authors.
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Abstract
background and importanceHealthcare systems continuously strive to improve quality and value of care. Advances in surgical technologies, enhanced perioperative surgical planning, and multidisciplinary care strategies are increasing the number of elective procedures in the geriatric population. However, frail older adults are still more likely to have poor postoperative outcomes. We examined the impact of frailty on postoperative outcomes, we compared the discriminative thresholds for the Risk Analysis Index (RAI), modified Frailty Index-5 (mFI-5), and increasing patient age. CLINICAL PRESENTATION: Octogenarian patients undergoing spine, cranial, and other procedures captured in the American College of Surgeons National Surgical Quality Improvement Program between 2012 and 2020 were included. We used receiver operating characteristic curve to examine discriminative thresholds of RAI, mFI-5, and increasing patient age. Multivariable analyses were performed. Our primary outcomes were 30-day mortality, extended length of stay (eLOS [≥75th percentile]), and continued inpatient care >30 days (pLOS). Secondary outcomes were skilled care facility (skilled nursing facility [SNF]) discharges and readmissions. DISCUSSION: In total, 20 710 octogenarians were included, with a mean age of 83 years (SD, 2.5) and a men (52.7%) and White (79.8%) majority. The RAI had higher predictive discriminative thresholds for 30-day mortality (C-statistic of 0.743), eLOS (C-statistic: 0.692), and pLOS (C-statistic: 0.697) compared with the mFI-5 (C-statistic: 0.574, 0.556, and 0.550, respectively), and increasing patient age (C-statistic: 0.577, 0.546, and 0.504, respectively),
conclusionWe found that RAI was a more accurate predictor than mFI-5 and increasing patient age for 30-day mortality, eLOS, and pLOS in octogenarian neurosurgery patients. More research is needed on RAI's performance in different specialized neurosurgical populations. Moreover, it is increasingly clear that comprehensive risk assessment strategies tailored to optimize perioperative care should be prioritized to potentially improve outcomes for this at-risk population.
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