ArticleOrthopaedic surgery2023
Validation of the Nottingham Hip Fracture Score in Predicting Postoperative Outcomes Following Hip Fracture Surgery.
Article in Orthopaedic surgery, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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Who cites it
20 citing papers in PubMed.
- Development of a laboratory-based frailty index for risk prediction in elderly trauma patients with hip fractures.GeroScience · 2026Article
- Perioperative Anemia and Transfusion Management in Older Adults with Osteoporotic Hip Fractures: A Narrative Review of Current Evidence and Emerging Strategies.Clinical interventions in aging · 2026Review
- Validation and Adaptation of the Nottingham Hip Fracture Score to Predict 30-Day and 1-Year Mortality Among Italian Older Adults Hospitalized Due to Hip Fractures.Journal of clinical medicine · 2025Article
- Prospective validation of the Nottingham Hip Fracture Score for predicting 1-year mortality in a Spanish cohort.British journal of anaesthesia · 2025Article
- Dynamic frailty risk prediction in elderly hip replacement: a deep learning approach to personalized rehabilitation.BMC medical informatics and decision making · 2025Article
- Observational
- Frailty as a determinant of mortality, surgical timing and hospital stay in proximal femur fractures: a retrospective cohort study.European journal of orthopaedic surgery & traumatology : orthopedie traumatologie · 2025Article
- Surgical timing and clinical factor predicting in-hospital mortality in older adults with hip fractures: a neuronal network analysis.Journal of orthopaedics and traumatology : official journal of the Italian Society of Orthopaedics and Traumatology · 2025Observational
- Performance of the Nottingham hip fracture score (NHFS) as a predictor of 30-day mortality after proximal femur fracture in an older people Brazilian cohort.Scientific reports · 2025Article
- Preoperative Anaemia Increases the Likelihood of 1-Year Mortality After Hip Fracture.Advances in orthopedics · 2025Article
- Prediction of 1-year post-operative mortality in elderly patients with fragility hip fractures in China: evaluation of risk prediction models.Frontiers in surgery · 2025Article
- Naïve Bayes is an interpretable and predictive machine learning algorithm in predicting osteoporotic hip fracture in-hospital mortality compared to other machine learning algorithms.PLOS digital health · 2025Article
- Prediction of Osteoporotic Hip Fracture Outcome: Comparative Accuracy of 27 Immune-Inflammatory-Metabolic Markers and Related Conceptual Issues.Journal of clinical medicine · 2024Article
- Validation of the Charlson Comorbidity Index for the prediction of 30-day and 1-year mortality among patients who underwent hip fracture surgery.Perioperative medicine (London, England) · 2024Article
- Combined Systemic Immune-inflammatory Index (SII) and Geriatric Nutritional Risk Index (GNRI) predict survival in elderly patients with hip fractures: a retrospective study.Journal of orthopaedic surgery and research · 2024Article
- The Nomogram Model and Factors for the Postoperative Mortality of Elderly Patients with Femoral Neck Fracture Undergoing Artificial Hip Arthroplasty: A Single-Institution 6-Year Experience.Orthopaedic surgery · 2024Article
- Correlation between admission hypoalbuminemia and postoperative urinary tract infections in elderly hip fracture patients.Journal of orthopaedic surgery and research · 2023Observational
- Article
- The relationship between admission hyperglycaemia and urinary tract infections in geriatric patients with hip fractures.International orthopaedics · 2023Observational
- The role of neutrophil percentage to albumin ratio in predicting 1-year mortality in elderly patients with hip fracture and external validation.Frontiers in immunology · 2023Article
Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
objectiveAlthough several prognostic models have been developed for patients who underwent hip fracture surgery, their preoperative performance was insufficiently validated. We aimed to verify the effectiveness of the Nottingham Hip Fracture Score (NHFS) for predicting postoperative outcomes following hip fracture surgery.
methodsThis was a single-center and retrospective analysis. A total of 702 elderly patients with hip fractures (age ≥ 65 years old) who received treatment in our hospital from June 2020 to August 2021 were selected as the research participants. They were divided into the survival group and the death group based on their survival 30 days after surgery. The multivariate logistic regression model was used to identify the independent risk factors for the 30-day mortality after surgery. The NHFS and American Society of Anaesthesiologists (ASA) grades were used to construct these models, and a receiver operating characteristic curve was plotted to assess their diagnostic significance. A correlation analysis was performed between NHFS and length of hospitalization and mobility 3 months after surgery.
resultsThere were significant differences in the age, albumin level, NHFS, and ASA grade between both groups (p < 0.05). The length of hospitalization in the death group was longer than the survival group (p < 0.05). The perioperative blood transfusion and postoperative ICU transfer rates in the death group were higher than in the survival group (p < 0.05). The death group's incidence of pulmonary infections, urinary tract infections, cardiovascular events, pressure ulcers, stress ulcers with bleeding, and intestinal obstruction was higher than the survival group (p < 0.05). The NHFS and ASA III were independent risk factors for the 30-day mortality after surgery, regardless of age and albumin level (p < 0.05). The area under the curve (AUC) of the NHFS and ASA grade for predicting the 30-day mortality after surgery was 0.791 (95% confidence interval [CI] 0.709-0.873, p < 0.05) and 0.621 (95% CI 0.477-0.764, p > 0.05), respectively. The NHFS positively correlated with hospitalization length and mobility grade 3 months after surgery (p < 0.05).
conclusionThe NHFS demonstrated a better predictive performance than the ASA score for the 30-day mortality after surgery and positively correlated with the hospitalization length and postoperative activity limitation in elderly patients with hip fractures.
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