Readmission Rates After Hip Fracture: Are There Prefracture Warning Signs for Patients Most at Risk of Readmission?

2020 ◽  
Vol 28 (24) ◽  
pp. 1017-1026
Author(s):  
Jake X. Checketts ◽  
Qingqing Dai ◽  
Lan Zhu ◽  
Zhuqi Miao ◽  
Scott Shepherd ◽  
...  
2020 ◽  
Vol 7 (Supplement_1) ◽  
pp. S360-S360
Author(s):  
Kaitlyn Thomesen ◽  
Matthew Lipow ◽  
Tess S Munoz ◽  
Sara K Schultz

Abstract Background 30-day readmission rates are the parameter that hospitals and insurance companies use to measure clinical quality of care and set reimbursement levels for care (McCormack, et al., 2013). The 2019 readmission rate for United States hospitals was 14.9%; however, reported readmission rates vary in accuracy due to exclusion of at-risk populations or patients who seek care outside the hospital network (America’s Health Rankings, 2020; Gupta, et al., 2018). As coordinators of a student-run urgent care clinic operating within a Philadelphia syringe exchange and harm-reduction social services organization, we serve an at-risk patient population that includes a large portion of individuals who are transiently housed, people who engage in sex work, and people who use drugs (PWUD). We sought to determine our at-risk population’s impact on current readmission rates and the ability of hospitalization to meet their unique medical needs. Methods We conducted a retrospective review of 607 electronic charts for patients who sought care at our student run clinic associated with a syringe exchange in Kensington, Philadelphia from January 2017 to January 2020, and identified patients who visited our clinic within 30 days of self-reported hospitalization. We identified time since hospitalization, purpose for hospitalization, and reason for clinic visit. Results Of 607 visits, 100 (16.5%) self-reported hospitalization within 30 days clinic presentation. Of these 100 clinic visits, 64% presented with the same chief complaint as their reason for hospitalization, and 21% presented with a complication related to their hospital visit. 33% of visits associated with previous hospitalization were from infections associated with IV drug use, including abscess, cellulitis, and osteomyelitis. On average, patients presented 7.5 days following hospital departure. Conclusion We identified a high incidence of clinic visits for medical needs associated with recent hospitalization, particularly injection-related infection, which suggests insufficient hospital care for this at-risk population. The number of readmissions for this population is underestimated due to their ability to seek medical care outside of the hospital network. Disclosures All Authors: No reported disclosures


2020 ◽  
Vol 11 ◽  
pp. 215145932094947
Author(s):  
James Arkley ◽  
Suhib Taher ◽  
Ján Dixon ◽  
Gemma Dietz-Collin ◽  
Stacey Wales ◽  
...  

Introduction: Patients with hip fractures can become cold during the perioperative period despite measures applied to maintain warmth. Poor temperature control is linked with increasing complications and poorer functional outcomes. There is generic evidence for the benefits of maintaining normothermia, however this is sparse where specifically concerning hip fracture. We provide the first comprehensive review in this population. Significance: Large studies have revealed dramatic impact on wound infection, transfusion rates, increased morbidity and mortality. With very few studies relating to hip fracture patients, this review aimed to capture an overview of available literature regarding hypothermia and its impact on outcomes. Results: Increased mortality, readmission rates and surgical site infections are all associated with poor temperature control. This is more profound, and more common, in older frail patients. Increasing age and lower BMI were recognized as demographic factors that increase risk of hypothermia, which was routinely identified within modern day practice despite the use of active warming. Conclusion: There is a gap in research related to fragility fractures and how hypothermia impacts outcomes. Inadvertent intraoperative hypothermia still occurs routinely, even when active warming and cotton blankets are applied. No studies documented temperature readings postoperatively once patients had been returned to the ward. This is a point in the timeline where patients could be hypothermic. More studies need to be performed relating to this area of surgery.


2019 ◽  
Vol 19 (1) ◽  
Author(s):  
Carl Neuerburg ◽  
Stefan Förch ◽  
Johannes Gleich ◽  
Wolfgang Böcker ◽  
Markus Gosch ◽  
...  

Abstract Background Hip fracture patients in the aging population frequently present with various comorbidities, whilst preservation of independency and activities of daily living can be challenging. Thus, an interdisciplinary orthogeriatric treatment of these patients has recognized a growing acceptance in the last years. As there is still limited data on the impact of this approach, the present study aimed to evaluate the long-term outcome in elderly hip fracture patients, by comparing the treatment of a hospital with integrated orthogeriatric care (OGC) with a conventional trauma care (CTC). Methods We conducted a retrospective, two-center, cohort study. In two maximum care hospitals all patients presenting with a hip fracture at the age of ≥ 70 years were consecutively assigned within a 1 year period and underwent follow-up examination 12 months after surgery. Patients treated in hospital site A were treated with an interdisciplinary orthogeriatric approach (co-managed care), patients treated in hospital B underwent conventional trauma care. Main outcome parameters were 1 year mortality, readmission rate, requirement of care (RC) and personal activities of daily living (ADL). Results A total of 436 patients were included (219 with OGC / 217 with CTC). The mean age was 83.55 (66–99) years for OGC and 83.50 (70–103) years for CTC (76.7 and 75.6% of the patients respectively were female). One year mortality rates were 22.8% (OGC) and 28.1% (CTC; p = 0.029), readmission rates were 25.7% for OGC compared to 39.7% for CTC (p = 0.014). Inconsistent data were found for activities of daily living. After 1 year, 7.8% (OGC) and 13.8% (CTC) of the patients were lost to follow-up. Conclusions Interdisciplinary orthogeriatric management revealed encouraging impact on the long-term outcome of hip fracture patients in the aging population. The observed reduction of mortality, requirements of care and readmission rates to hospital clearly support the health-economic impact of an interdisciplinary orthogeriatric care on specialized wards. Trial registration The study was approved and registered by the bavarian medical council (BLAEK: 7/11192) and the local ethics committee of munich university (Reg. No. 234–16) and was conducted as a two-center, cohort study at a hospital with integrated orthogeriatric care and a hospital with conventional trauma care.


2014 ◽  
Vol 135 (1) ◽  
pp. 69-77 ◽  
Author(s):  
M. Gosch ◽  
T. Druml ◽  
J. A. Nicholas ◽  
Y. Hoffmann-Weltin ◽  
T. Roth ◽  
...  
Keyword(s):  
At Risk ◽  

PM&R ◽  
2009 ◽  
Vol 1 ◽  
pp. S103-S103
Author(s):  
Richard V. Riggs ◽  
Harriet U. Aronow ◽  
Pamela Roberts

2013 ◽  
Vol 471 (12) ◽  
pp. 3795-3802 ◽  
Author(s):  
George A. Macheras ◽  
Konstantinos Kateros ◽  
Stefanos D. Koutsostathis ◽  
Stamatios A. Papadakis ◽  
Eleftherios Tsiridis

2021 ◽  
Author(s):  
Pei-Ying Lin ◽  
Hsien-Hao Huang ◽  
David Hung-Tsang Yen

Abstract Background Hip fracture (HF) is a major challenge for healthcare systems in terms of increased costs and lengths of stay, and it has been estimated that by 2050, half of the projected 6.26 million global HFs will occur in Asia. Owing to the high morbidity and mortality associated with HF in elderly individuals, it is crucial to recognize at-risk elderly patients in the ED so that special precautions and preventive measures can be taken. While comprehensive geriatric assessment (CGA) has been shown to improve outcomes and prevent secondary fractures in elderly individuals with HF in outpatient settings, there is a lack of data to support the use of CGA in the emergency department (ED) to identify elderly Asian patients who are at risk of HF. Aim To identify the characteristics of elderly Asian patients in the ED who have an increased risk of HF via CGA. Methods A case-control study was conducted in the ED at Taipei Veterans General Hospital, a medical center located in Taipei, Taiwan, from October 2018 to December 2019. Patients ≥75 years old with and without HF were compared using data obtained from CGAs conducted by trained nurses. Results A total of 85 HF patients (cases) and 680 non-HF patients were enrolled, among whom 85 non-HF control individuals (controls) were selected by simple random sampling. HF occurred more frequently in women and in patients with depressive symptoms. An association between decreased handgrip strength and HF risk, especially in men, was also identified (P < 0.001). The variables independently associated with the presence of HF in the multivariate analysis were female sex (odds ratio (OR) = 2.937; 95% CI = 1.519-5.677) and decreased handgrip strength (OR = 3.739; 95% CI = 1.641-8.519). Conclusions By performing CGAs in the ED, we found that female sex and decreased handgrip strength were associated with HF risk. Therefore, we propose that targeted assessment of handgrip strength in female patients aged ≥75 years in the ED may identify those at greatest risk of HF, resulting in improved emergency care for geriatric patients.


2021 ◽  
Vol 1 (9) ◽  
Author(s):  
Keeley Farrell ◽  
Melissa Walter

In community-dwelling older adults who wore hip protectors there was no difference in the risk of hip fractures or pelvic fractures, compared to those who did not wear hip protectors. Three guidelines were identified that include recommendations around the use of hip protectors in older adults. One guideline suggests that hip protectors should be considered in adults at risk for falls and hip fracture. One guideline conditionally recommends hip protectors for frail older adults in the appropriate environment. One guideline suggests that hip protectors should not be considered in older adults in community settings.


2021 ◽  
Author(s):  
Anshul Kumar ◽  
Roger A. Edwards ◽  
Lisa Walker

Introduction: When a learner fails to reach a milestone, educators often wonder if there had been any warning signs that could have allowed them to intervene sooner. Machine learning is used to predict which students are at risk of failing a national certifying exam. Predictions are made well in advance of the exam, such that educators can meaningfully intervene before students take the exam.Methods: Using already-collected, first-year student assessment data from four cohorts in a Master of Physician Assistant Studies program, the authors implement an "adaptive minimum match" version of the k-nearest neighbors algorithm (AMMKNN), using changing numbers of neighbors to predict each student's future exam scores on the Physician Assistant National Certifying Examination (PANCE). Leave-one-out cross validation (LOOCV) was used to evaluate the practical capabilities of this model, before making predictions for new students. Results: The best predictive model has an accuracy of 93%, sensitivity of 69%, and specificity of 94%. It generates a predicted PANCE score for each student, one year before they are scheduled to take the exam. Students can then be prospectively categorized into groups that need extra support, optional extra support, or no extra support. The educator then has one year to provide the appropriate customized support to each type of student. Conclusions: Predictive analytics can help health professions educators allocate scarce time and resources across their students. Interprofessional educators can use the included methods and code to generate predicted test outcomes for students. The authors recommend that educators using this or similar predictive methods act responsibly and transparently.


Sign in / Sign up

Export Citation Format

Share Document