ArticlePloS one2022
Beyond the revised cardiac risk index: Validation of the hospital frailty risk score in non-cardiac surgery.
Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- Frailty-Driven Prediction of Inpatient Obstructive Sleep Apnea and Related Sleep Disorder Diagnoses Using Explainable AI.Biomedicines · 2026Article
- Assessing stakeholder's perception and utilisation of frailty assessment in a vascular surgery setting - a national mixed methods study.BMC surgery · 2026Article
- Predicting long-term hospital outcomes in older adults with the hospital frailty risk score: a nationwide study of repeated readmissions.BMC geriatrics · 2026Article
- Association between hospital frailty risk score, risk of sepsis and adverse outcomes across all adult ages.PloS one · 2026Article
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- Article
- Age does not improve the predictive ability of the Hospital Frailty Risk Score for length of stay.PloS one · 2025Article
- Using the Hospital Frailty Risk Score to predict length of stay across all adult ages.PloS one · 2025Article
- External Validation of the Revised Cardiac Risk Index and the Geriatric-Sensitive Perioperative Cardiac Risk Index in Oldest Old Patients Following Surgery Under Spinal Anaesthesia; a Retrospective Cross-Sectional Cohort Study.Clinical interventions in aging · 2023Article
- Article
- Association of Frailty, Age, Socioeconomic Status, and Type of Surgery With Perioperative Outcomes in Patients Undergoing Noncardiac Surgery.JAMA network open · 2022Article
- Association between frailty and short- and long-term mortality in patients with critical acute myocardial infarction: Results from MIMIC-IV.Frontiers in cardiovascular medicine · 2022Article
- Frailty is a predictor for worse outcomes in patients hospitalized withAnnals of gastroenterologyArticle
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Frailty is an established risk factor for adverse outcomes following non-cardiac surgery. The Hospital Frailty Risk Score (HFRS) is a recently described frailty assessment tool that harnesses administrative data and is composed of 109 International Classification of Disease variables. We aimed to examine the incremental prognostic utility of the HFRS in a generalizable surgical population. Using linked administrative databases, a retrospective cohort of patients admitted for non-cardiac surgery between October 1st, 2008 and September 30th, 2019 in Alberta, Canada was created. Our primary outcome was a composite of death, myocardial infarction or cardiac arrest at 30-days. Multivariable logistic regression was undertaken to assess the impact of HFRS on outcomes after adjusting for age, sex, components of the Charlson Comorbidity Index (CCI), Revised Cardiac Risk Index (RCRI) and peri-operative biomarkers. The final cohort consisted of 712,808 non-cardiac surgeries, of which 55·1% were female and the average age was 53·4 +/- 22·4 years. Using the HFRS, 86.3% were considered low risk, 10·7% were considered intermediate risk and 3·1% were considered high risk for frailty. Intermediate and high HFRS scores were associated with increased risk of the primary outcome with an adjusted odds ratio of 1·61 (95% CI 1·50-1.74) and 1·55 (95% CI 1·38-1·73). Intermediate and high HFRS were also associated with increased adjusted odds of prolonged hospital stay, in-hospital mortality, and 1-year mortality. The HFRS is a minimally onerous frailty assessment tool that can complement perioperative risk stratification in identifying patients at high risk of short- and long-term adverse events.
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