ArticleJournal of the American Academy of Orthopaedic Surgeons. Global research & reviews2021
Risk Factors Associated With Extended Length of Hospital Stay After Geriatric Hip Fracture.
Article in Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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Who cites it
19 citing papers in PubMed, 28 citations in OpenAlex.
- A feasibility study on preoperative carbohydrate loading in older patients undergoing hip fracture surgery.BMC geriatrics · 2024Trial
- Article
- Determinants of 28-day perioperative mortality and postoperative length of hospital stay among geriatric patients: a two-center prospective follow-up study in Ethiopia.BMC geriatrics · 2026Article
- Inflammation as a harbinger of death: a retrospective cohort study of preoperative biomarker risk stratification in orthopedic trauma.Turkish journal of medical sciences · 2026Article
- Determinants of Length of Hospital Stay in Older Adult Hip Fracture Patients in a Northern Peruvian Hospital.Journal of clinical medicine · 2025Article
- Length of postoperative stay prediction in elderly patients with hip fractures based on machine learning.Frontiers in medicine · 2025Article
- Preoperative goal directed therapy in geriatric hip fracture patients - a retrospective quality improvement study.BMC geriatrics · 2024Article
- Glucose-albumin ratio (GAR) as a novel biomarker for predicting postoperative pneumonia (POP) in older adults with hip fractures.Scientific reports · 2024Article
- Comparison of acute outcomes from elective total hip replacements and after fragility femoral neck fractures in nonagenarians.BMC musculoskeletal disorders · 2024Article
- Application of machine learning models on predicting the length of hospital stay in fragility fracture patients.BMC medical informatics and decision making · 2024Article
- Random forest predictive modeling of prolonged hospital length of stay in elderly hip fracture patients.Frontiers in medicine · 2024Article
- No Differences in Major In-Hospital Outcome Metrics When Comparing the Direct Lateral Approach to the Posterior Approach for Hemiarthroplasties After Traumatic Displaced Femoral Neck Fractures.Geriatric orthopaedic surgery & rehabilitation · 2024Article
- The relationship between intraoperative glucose levels and length of hospital stay in patients with a femoral neck fracture: a retrospective study based on the MIMIC-IV database.Frontiers in surgery · 2024Article
- Machine learning applications for the prediction of extended length of stay in geriatric hip fracture patients.World journal of orthopedics · 2023Article
- Utilizing a nomogram to predict the one-year postoperative mortality risk for geriatric patients with a hip fracture.Scientific reports · 2023Article
- Article
- Risk Factors and Outcomes of Extended Length of Stay in Older Adults with Intertrochanteric Fracture Surgery: A Retrospective Cohort Study of 2132 Patients.Journal of clinical medicine · 2022Article
- Predictive model for prolonged length of hospital stay in patients with osteoporotic femoral neck fracture: A 5-year retrospective study.Frontiers in medicine · 2022Article
- Impact of New Orthopaedic Surgery Residency on Hip Fracture Time to Fixation at Rural Level 1 Trauma Center.JB & JS open accessArticle
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Authors and funding
3 authors at 1 institution in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionWithin the geriatric hip fracture population, there exists a subset of patients whose length of inpatient hospital stay is excessive relative to the average. A better understanding of the risk factors associated with this group would be of value so that targeted prevention efforts can be properly directed. The goal of this study was to identify and characterize the risk factors associated with an extended length of hospital stay (eLOS) in the geriatric hip fracture population. In addition, a statistical model was created to predict the probability of eLOS in a geriatric hip fracture patient.
methodsThe National Surgical Quality Improvement Program database (2005 to 2018) was searched for patients aged ≥65 years who underwent hip fracture surgery. Patients with a hospital stay greater than or equal to 14 days were considered to have an eLOS. A multivariate logistic regression model using 24 patient characteristics from two-thirds of the study population was created to determine independent risk factors predictive of having an eLOS; the remaining one-third of the population was used for internal model validation. Regression analyses were performed to determine preoperative and postoperative risk factors for having an eLOS.
resultsA total of 77,144 patients were included in the study. Preoperatively, male sex, dyspnea, ventilator use, chronic obstructive pulmonary disease, American Society of Anesthesiologist class 3 and 4, and increased admission-to-operation time were among the factors associated with higher odds of having an eLOS (all P < 0.001). Postoperatively, patients with acute renal failure had the highest likelihood of eLOS (odds ratio [OR] 7.664), followed by ventilator use >48 hours (OR 4.784) and pneumonia (OR 4.332). DISCUSSION: Among geriatric hip fracture patients, particular efforts should be directed toward optimizing those with preoperative risk factors for eLOS. Preemptive measures to target the postoperative complications with the strongest eLOS association may be beneficial for both the patient and the healthcare system as a whole.
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