Predicting Instability Risk Following Hemiarthroplasty for Femoral Neck Hip Fractures in Geriatric Patients.

BACKGROUND: Although a rare complication, dislocation following hemiarthroplasty (HA) for a femoral neck hip fracture is associated with increased mortality, readmission, and possible revision surgery. To date many of the specific risk factors have been difficult to demonstrate. Patient factors, surgical factors, as well as morphological factors need to be assessed. Therefore, the purpose of this study was to elucidate the risk factors for dislocation of HA following femoral neck hip fractures in the geriatric population. METHODS: This was a retrospective review of 270 patients who had hip fractures. Medical records between the years 2016 and 2022 informed binomial regression predictive models. The discriminative ability of variables in the final model and acetabular anteversion to predict dislocation was assessed with area under the curve (AUC) estimates. RESULTS: Center edge angle (odds ratio 1.23), abduction angle (odds ratio 1.17), and depth width ratio (2.96e-11) were significant predictors of dislocation (P = .003, .028, and <.001, respectively). Center edge angle and depth width ratio (<44.1 ° and .298), respectively, were cut scores for risk. Dementia had a high discriminative of ability, as did men (AUC = 0.617, 0.558, respectively). Acetabular anteversion was not predictive of dislocation (P = .259) and theorized anteversion safe zones had poor discriminative ability with AUCs of 0.510 and 0.503, respectively. CONCLUSIONS: Morphological factors related to hip dysplasia and a shallow acetabulum, which can be assessed with a radiograph alone, were found to be predictors of instability following HA in the elderly. Hemiarthroplasty implant design and manufacturer, and also acetabular version did not contribute to instability risk.

Measuring Emergency Department Staff Perceptions of Causes and Management of Violence.

BACKGROUND: Half of all reported violent incidents in health care settings occur in the emergency department (ED) placing all staff members at risk. However, research typically does not include all ED work groups or validated measures beyond nurses and physicians. OBJECTIVE: The aims of this study were to (a) validate an established instrument measuring perceptions of causes of violence and attitudes toward managing violence within an inclusive workforce sample; and (b) explore variation in perceptions, attitudes, and incidence of violence and safety to inform a violence prevention program. METHODS: This is an investigator-initiated single-site cross-sectional survey design assessing the psychometric properties of the Management of Aggression and Violence Attitude Scale (MAVAS) within a convenience sample (n = 134). Construct validity was assessed using exploratory factor analysis and reliability was evaluated by the Cronbach's α estimation. Descriptive, correlational, and inferential estimates explored differences in perceptions, attitudes, and incidence of violence and safety. RESULTS: Exploratory factor analysis indicated validity of the MAVAS with a seven-factor model. Its internal consistency was satisfactory overall (Cronbach's α= 0.87) and across all subscales (Cronbach's α values = 0.52-0.80). Significant variation in incidence of physical assault, perceptions of safety, and causes of violence was found between work groups. CONCLUSIONS: The MAVAS is a valid and reliable tool to measure ED staff members' perceptions of causes of violence and attitudes toward managing violence. In addition, it can inform training according to differences in work group learner needs.

Prescribed Walking for Glycemic Control and Symptom Management in Patients Without Diabetes Undergoing Chemotherapy.

BACKGROUND: Hyperglycemia may potentiate symptom experiences. Exercise is a nonpharmacological intervention that can potentially improve glycemic control and mitigate symptom experiences in patients undergoing chemotherapy for cancer. OBJECTIVES: The primary objective was to assess the feasibility of patients engaging in a walking exercise study for 6 months. We also evaluated the effects of a prescribed walking program on glycemic control and for changes over time in the severity of pain, fatigue, depression, and sleep disturbance in patients undergoing chemotherapy for breast, lung, gynecologic, or gastrointestinal cancer. METHODS: A randomized pilot intervention study was conducted to evaluate differences within and between a prescribed walking program intervention group and a control group. All patients were followed for 6 months, had glycosylated hemoglobin A1c measured at enrollment and 6 months, and completed symptom questionnaires at enrollment, 3 months, and 6 months. Data were analyzed using descriptive statistics and analysis of covariance. RESULTS: Most of the patients who enrolled completed the 6-month study. The few who withdrew expressed feeling overwhelmed. The sample was predominately non-Hispanic White female patients with breast cancer with a normal-to-slightly-overweight body mass index. The intervention group had a slight decrease in glycosylated hemoglobin A1c at 6 months. In addition, at 6 months, compared to the control group, the intervention group had significantly less sleep disturbance and depression. No other within- or between-group differences were found. DISCUSSION: It is feasible for patients undergoing chemotherapy to participate in a prescribed walking program. Exercise, such as walking, may decrease hyperglycemia and symptom severity. Additional research with larger samples is warranted.

Opioid use disorder research and the Council for the Advancement of Nursing Science priority areas.

BACKGROUND: Chronic diseases, such as opioid use disorder (OUD) require a multifaceted scientific approach to address their evolving complexity. The Council for the Advancement of Nursing Science's (Council) four nursing science priority areas (precision health; global health, determinants of health, and big data/data analytics) were established to provide a framework to address current complex health problems. PURPOSE: To examine OUD research through the nursing science priority areas and evaluate the appropriateness of the priority areas as a framework for research on complex health conditions. METHOD: OUD was used as an exemplar to explore the relevance of the nursing science priorities for future research. FINDINGS: Research in the four priority areas is advancing knowledge in OUD identification, prevention, and treatment. Intersection of OUD research population focus and methodological approach was identified among the priority areas. DISCUSSION: The Council priorities provide a relevant framework for nurse scientists to address complex health problems like OUD.

Lessons learned in methods and analyses for pragmatic studies.

Pragmatic studies are common in nursing research. These studies range from secondary analysis of large observational datasets to prospective randomized multisite clinical trials. The common elements in pragmatic studies are the real-world settings in which the research occurs: settings that decrease threats to external validity, but may increase threats to internal validity of the research. This manuscript presents a pragmatic study and the methodological considerations in design and analytic approaches that were undertaken to decrease all threats to validity while maintaining study feasibility. A pragmatic study design and analytic choices are presented and evaluated. To increase robustness of the study and internal and external validity of findings, while maintaining feasibility, unique approaches to design and analyses were chosen. Like efficacy studies, pragmatic studies are essential to nursing research and require additional a priori considerations in design and analyses to increase internal validity of findings.

National nursing science priorities: Creating a shared vision.

BACKGROUND: Nursing science is essential to advance population health through contributions at all phases of scientific inquiry. Multiple scientific initiatives important to nursing science overlap in aims and population focus. PURPOSE: This article focused on providing the American Academy of Nursing and nurse scientists in the Unites States with a blueprint of nursing science priorities to inform a shared vision for future collaborations, areas of scientific inquiry, and resource allocation. METHODS: The Science Committee convened four times and using Delphi methods identified priorities with empirical evidence and expert opinion for prioritization, state of the science, expert interest, and potential target stakeholders. DISCUSSION: Nursing science priorities for 2017 were categorized into four themes including: (a) precision science, (b) big data and data analytics, (c) determinants of health, and (d) global health. CONCLUSION: Nurse scientists can generate new knowledge in priority areas that advances the health of the world's populations.

Improving Tracheostomy Care Delivery: Instituting Clinical Care Pathways and Nursing Education to Improve Patient Outcomes.

BACKGROUND: The complication rates for tracheostomy patients could be serious and life threatening. As a result, length of stay (LOS) increases and patient outcomes can be negatively impacted. Examples of complications include accidental decannulation, bleeding and total occlusion. Studies suggest there is an inconsistency in tracheostomy care among providers and institutions. Other studies suggest stronger patient outcomes can result from improved staff training and appropriate protocols. PURPOSE: The purpose of this study was to develop and test a clinical care pathway (CCP) and nursing education program to improve tracheostomy patient outcomes. HYPOTHESES: The use of a CCP and nursing education program at a tertiary VA Medical Center will: decrease length of stay (LOS). decrease 30 day tracheostomy readmissions. increase patient's readiness for discharge. increase nurses' comfort level with performing tracheostomy care. increase nurses' overall competence with performing tracheostomy care. METHOD: A quasi-experimental pilot study examining the effect of a CCP compared LOS and complication rates of tracheostomy patients from admission to discharge. The population included veterans from a mid-Atlantic VA Medical Center. This study involved three phases. Phase 1: Administer the Readiness for Hospital Discharge Scale (RHDS) to tracheostomy patients' preintervention. Phase 2: Provide nurses with an educational program pre and post test assessment. Phase 3: Implement the CCP and evaluate patients' readiness for discharge. RESULTS: Comparing the pre-intervention sample of veterans (n = 10) to the post-intervention sample (n = 6), there was an increase in LOS by 1 day. There was a 15 point increase in RHDS from 165 (SD 25.8) to 180 (SD 14.42). This pilot was underpowered with an n = 6, so there was no significant difference in LOS and 30 day readmission rates. Bootstrapping of sample resulted in RHDS p = . 039 and readmission p = .007. A paired-samples t-test was conducted to assess nurses' competence in performing tracheostomy care and nursing comfort level in regards to providing tracheostomy care and discharge education. There was a significant increase in the post-test scores, nursing comfort level providing tracheostomy care and nurses' comfort level providing patient tracheostomy discharge education. CONCLUSIONS AND IMPLICATIONS: The significance of this project improved overall tracheostomy care offered at a mid-Atlantic VA Medical Center. Standardizing tracheostomy care and properly educating nurses and patients, increased patients readiness for hospital discharge and decreased their readmission rates related to tracheostomies.

The impact of assessment and reassessment documentation on the trajectory of postoperative pain severity: a pilot study.

Comparing organizational approaches to pain management is warranted to understand best practices and provide decision makers with evidence on which to base resource intensive documentation policy decisions. To provide this evidence, a multilevel modeling (MLM) approach is required to accommodate the interrelatedness and nested nature of pain management factors affecting outcomes. Along with MLM, the widespread adoption of the electronic record provides an ability to capitalize on the repeated measurement benefit of the current pain management documentation output by using pain severity trajectory (PST) as a precise and clinically relevant outcome of interest. Therefore, the purpose of this pilot study was to examine the methodological issues that arise when conducting MLM research aimed to answer the question: what is the impact of assessment and reassessment documentation routines on postoperative pain severity trajectory? Researchers used timed pain management documentation data output to construct a growth model of a patient's PST and performed a two-level analysis from a convenience sample of 3 hospitals and 146 patients. Analyses revealed that the hospital where care occurred, the type of surgical procedure, and the presence of reassessment documentation within one hour of intervention affected the PST. Pilot work showed that pain management documentation output could be reformulated into research variables for hypothesis testing. The presentation of the reassessment data output posed a measurement limitation. An interdisciplinary research team is needed to adequately compare organizational practices. Basing policies on evidence has the potential to improve pain management care.

Perspectives on academic misconduct: implications for education and practice.

From Harvard to high school, concern related to academic misconduct, specifically cheating and its impact on societal issues, has become a great concern for educational communities. While a significant number of studies on ethical behaviors in practice in other professions such as business have been published, little research exists on registered nurses in practice. Even fewer studies have, for registered nurses, addressed if there is an association between perceived academic misconduct as students and perceived unethical behaviors in the workplace. The purpose of this study was to determine the relationship between perceptions of registered professional nurses' (RNs) current workplace behaviors and the RNs' retrospective perceptions of their academic misconduct as students. A convenience sample of 1 66 RNs enrolled in master's degree programs at four university schools of nursing completed questionnaires regarding their beliefs and behaviors. The outcome of this study was significant. Results revealed a strong relationship between unethical behaviors of the RN in practice and their prior academic misconduct when they were students.

Screening for Risk of Fall-Related Inpatient Trauma in a US Acute Care Setting.

Introduction Falls during hospitalization are a leading cause of preventable trauma-related injuries. Factors associated with fall risk include an unfamiliar environment, changes in health status, and efficacy based on the home environment. Assessing fall efficacy with an individualized prevention plan can decrease falls. The primary aim of this study was to estimate the effect of implementing a fall efficacy screening and intervention on reducing patient falls. Methods The study utilized a quasi-experimental, cross-sectional design with a convenience sample of patients admitted to an in-patient adult medical unit within a community hospital over a twelve-month period. Sampling times included pre-implementation, immediately post-implementation, and a second post-implementation phase. The intervention consisted of an admission fall efficacy screening tool and an individualized educational initiative. Statistical analysis included descriptive statistics of central tendency and dispersion, along with inferential statistics using independent sample t-tests, chi-square tests, correlations, and binary logistic regression. Results Among the study participants (n=2,074), the total sample had an average age of 67.7 (+/- 17.4) years and had mean scores of 13.3 (6.9) on the Short Falls Efficacy Scale-International and 51.8 (20.3) on the Morse Fall Scale. Fifty-two percent of the study population were female; 16.2% of the patients were diagnosed with cerebrovascular accident (CVA) or CVA-like symptoms. Fall rates decreased with a rate of change of -4.15% after efficacy screening and intervention. Males demonstrated higher efficacy in avoiding falls compared to females (t(828) = 3.369, p <0.001). Patients with a CVA diagnosis demonstrated higher efficacy scores compared to non-CVA patients (t(2071) = -3.348, p <0.001). FES risk groups (OR of 5.632, 95% CI (2.171-7.892)) and age over 65 (OR 1.21, 95% CI (1.006-1.442)) were significant predictors of a fall when patients with a primary CVA diagnosis were omitted from the sample (p= 0.022 and 0.046 respectively). Conclusion The findings suggest that efficacy screening may be associated with decreased falls for acute care non-CVA inpatient populations over 65 years of age. Further research into the predictive utility of fall efficacy screening in acute care CVA and non-CVA hospitalized patient populations aged 65 years and above is recommended.

Predicting long­term survival following involved site radiotherapy for oligometastases.

The majority of cancer-associated mortalities are due to distant metastases, and systemic therapy alone is generally not curative. Patients with oligometastases are amenable to involved site radiotherapy with the possibility of long-term disease-free survival; however, prognostic factors remain poorly defined. The present retrospective, single institution study consisted of consecutive adult patients with oligometastases from solid tumor malignancy referred to a single high volume radiation oncologist between January 2014 and December 2021. Oligometastases were defined as ≤5 extracranial or intracranial metastatic lesions where all sites of active disease are treatable, including patients requiring treatment of the primary tumor and/or regional lymph nodes. The study population consisted of 130 patients with 207 treated distant metastases. Radical radiotherapy was administered to all areas of known residual disease and included stereotactic radiotherapy (median dose, 27 Gy in 3 fractions) or intensity modulated radiotherapy (median dose, 50 Gy in 15 fractions). At a median follow-up of 28.8 months, the median overall survival was 37.9 months with a 4-year overall survival of 41.1%. The median progression-free survival was 12.3 months and the 4-year progression-free survival was 22.6%. On multivariate an1alysis, the strongest predictors of overall survival were age, ECOG performance status, primary prostate, breast or kidney tumor and pre-radiation serum albumin (P≤0.01 for all). Overall, the present study demonstrated that long-term overall survival was possible after radical treatment for oligometastases and identified potential prognostic factors.

Use of Andexanet Alfa for Factor Xa Inhibitor Reversal in US Verified Trauma Centers: A National Survey.

Direct oral factor Xa inhibitors are replacing vitamin K-dependent antagonists as anticoagulation treatment in many clinical scenarios. Trauma centers are noting an increase in patients presenting on these medications. The 2018 Food and Drug Administration approval of andexanet alfa provides an alternative anticoagulation reversal. Barriers may limit utilization of new medications including a lack of grade 1A evidence supporting the use of prothrombin complex concentrate (PCC) versus andexanet alfa and cost. To evaluate barriers of andexanet alfa utilization by trauma surgeons, a 15-question survey was conducted. There was a 9% completion rate (n = 89). The results revealed 23.5% would choose andexanet alfa as first-line treatment in children, and 25.8% as first-line treatment in adults. The majority of respondents, 64.7% and 67.4%, would use PCC preferentially in children and adults, respectively. Respondents indicated that cost burden was an overriding factor (76.3%); 42.4% cited lack of high-level efficacy data of andexanet alfa for reversal of factor Xa inhibitors. Additional double-blinded multi-institutional randomized controlled trials comparing 4F-PCC and andexanet alfa for factor Xa inhibitor reversal are needed to support efficacy especially with the increased cost associated.

Retrospective Analysis of Risk Factors in Geriatric Hip Fracture Patients Predictive of Surgical Intensive Care Unit Admission.

INTRODUCTION: Although numerous risk factors and prediction models affecting morbidity and mortality in geriatric hip fracture patients have been previously identified, there are scant published data on predictors for perioperative Surgical Intensive Care Unit (SICU) admission in this patient population. Determining if a patient will need an SICU admission would not only allow for the appropriate allocation of resources and personnel but also permit targeted clinical management of these patients with the goal of improving morbidity and mortality outcomes. The purpose of this study was to identify specific risk factors predictive of SICU admission in a population of geriatric hip fracture patients. Unlike previous studies which have investigated predominantly demographic, comorbidity, and laboratory data, the present study also considered a frailty index and length of time from injury to presentation in the Emergency Department (ED). METHODS: A total of 501 geriatric hip fracture patients admitted to a Level 1 trauma center were included in this retrospective, single-center, quantitative study from January 1, 2019, to December 31, 2022. Using a logistical regression analysis, more than 25 different variables were included in the regression model to identify values predictive of SICU admission. Predictive models of planned versus unplanned SICU admissions were also estimated. The discriminative ability of variables in the final models to predict SICU admission was assessed with receiver operating characteristic curves' area under the curve estimates. RESULTS:  Frailty, serum lactate > 2, and presentation to the ED > 12 hours after injury were significant predictors of SICU admission overall (P = 0.03, 0.038, and 0.05 respectively). Additionally, the predictive model for planned SICU admission had no common significant predictors with unplanned SICU admission. Planned SICU admission significant predictors included an Injury Severity Score (ISS) of 15 and greater, a higher total serum protein, serum sodium <135, systolic blood pressure (BP) under 100, increased heart rate on admission to ED, thrombocytopenia (<120), and higher Anesthesia Society Association physical status classification (ASA) score (P = 0.007, 0.04, 0.05, 0.002, 0.041, 0.05, and 0.005 respectively). Each SICU prediction model (overall, planned, and unplanned) demonstrated sufficient discriminative ability with the area under the curve (AUC) values of 0.869, 0.601, and 0.866 respectively. Finally, mean hospital Length of Stay (LOS) and mortality were increased in SICU admissions when compared to non-SICU admissions. CONCLUSION: Of the three risk factors predictive of SICU admission identified in this study, two have not been extensively studied previously in this patient population. Frailty has been associated with increased mortality and postoperative complications in hip fracture patients, but this is the first study to date to use a novel frailty index specifically designed and validated for use in hip fracture patients. The other risk factor, time from injury to presentation to the ED serves as an indicator for time a hip fracture patient spent without receiving medical attention. This risk factor has not been investigated heavily in the past as a predictor of SICU admissions in this patient population.

Teaching statistics to nursing students: an expert panel consensus.

Statistics education is a necessary element of nursing education, and its inclusion is recommended in the American Association of Colleges of Nursing guidelines for nurse training at all levels. This article presents a cohesive summary of an expert panel discussion, "Teaching Statistics to Nursing Students," held at the 2012 Joint Statistical Meetings. All panelists were statistics experts, had extensive teaching and consulting experience, and held faculty appointments in a U.S.-based nursing college or school. The panel discussed degree-specific curriculum requirements, course content, how to ensure nursing students understand the relevance of statistics, approaches to integrating statistics consulting knowledge, experience with classroom instruction, use of knowledge from the statistics education research field to make improvements in statistics education for nursing students, and classroom pedagogy and instruction on the use of statistical software. Panelists also discussed the need for evidence to make data-informed decisions about statistics education and training for nurses.

Middle Meningeal Artery Embolization for Chronic Subdural Hematoma: An Analysis of 35 Consecutive Patients.

INTRODUCTION: There is sufficient scientific literature that demonstrates favorable outcomes using the minimally invasive technique of middle meningeal artery embolization (MMAE) for the treatment of chronic subdural hematomas (cSDH). The authors evaluate the outcomes of 35 consecutive patients treated with MMAE, both with and without adjuvant surgical drainage (ASD), in an attempt to identify variables that may affect the outcome of patients treated with MMAE for cSDH. METHODS: A multivariate retrospective analysis was performed on patients who received MMAE for cSDH, including age, size of cSDH, ASD, presence of unilateral or bilateral collections, and use of anticoagulants. RESULTS: Twenty patients underwent MMAE with planned ASD, while 15 patients had MMAE only; these groups had an average cSDH size reduction (measured at its greatest width) of 74% and 69% of cSDH, respectively. Of the 15 patients who were initially treated only with MMAE, three (20%) required a rescue craniotomy. Twenty patients (57%) who had initially presented while receiving oral anticoagulants had an average of 71% size reduction with ASD compared to 74% reduction in those without ASD. Patients not using anticoagulants had an 84% and 78% average reduction in size, respectively. Twelve patients presented with bilateral cSDH; patients who received ASD had an average size reduction of 58%; those without ASD had 63%. Patients with unilateral cSDH had 85% and 83% reduction in size, respectively. CONCLUSION: Middle meningeal artery embolization, with or without ASD, can be a useful alternative or adjunct to standard surgical treatment for cSDH. Our study found that only three of 35 patients (9%) treated with this method required any further surgical intervention. No patient who received ASD had a recurrence of their cSDH. Further investigation, including prospective randomized studies, would be useful to better identify which patients can benefit and variables that impact the outcome of patients undergoing MMAE.

Personalized Palliative and Survivorship Care for Patients With Metastatic Cancer Treated With Radiation Therapy.

While the benefits of early palliative care for patients with metastatic cancer are well established, cancer survivorship remains inadequately integrated into the care of patients with distant metastases. Moreover, the optimal model of care delivery is poorly defined. A prognostic model previously developed and validated at Good Samaritan University Hospital identified four groups of patients with metastatic solid tumor malignancy having very favorable, favorable, standard or unfavorable prognoses with median survival of 31, 14, 4 and 1 month, respectively. This framework holds promise for the personalized delivery of supportive, palliative and survivorship care services in the context of radiation therapy. We review the published literature providing the rationale for a novel multidisciplinary care model where the radiation oncology Clinical Nurse Specialist identifies and coordinates interventions to address unmet physical and emotional issues faced by survivors with metastatic cancer with the goal of improving quality of life and overall survival.

The Impact of Screening for Perioperative ICU Admission in Geriatric Hip Fracture Patients: A Retrospective Analysis.

BACKGROUND: Hip fracture patients are a subset of trauma patients with high peri-operative mortality. To mitigate the mortality risk, the use of predictive scoring systems (e.g., RSI or Nomograms) for risk stratification and monitoring of high-risk patients in the intensive care unit (ICU) has been proposed. Screening patients for ICU admission with relatively low-cost tools may achieve high-quality, low-cost care. The aim of this study was to assess the effectiveness and feasibility of screening postoperative hip fracture patients for ICU admission. METHODS: This is a retrospective single-site study comparing two groups of patients, before and after implementation of a hip fracture postoperative screening intervention in a level 1 trauma center in the United States. All hip fracture patients > 55 years of age admitted to the hospital between January 2021 and May 2023 were included. Trauma team members assessed and screened patients postoperatively in the post-anesthesia care unit (PACU), ordering standardized tests, including laboratory tests, a chest x-ray, and electrocardiogram (EKG). Assessment of the effect of the intervention included a comparison of a number of major adverse events (MAEs), mortality, planned and unplanned ICU admissions, ICU length of stay (LOS), and hospital LOS between pre- and post-intervention groups. Propensity score (PS) estimates were used to compare outcomes between the matched participants in the sample. A predictive model for ICU admission for the overall sample was estimated, and discriminative ability was assessed with an area under the curve (AUC) receiver operator characteristics (ROC) analysis. Lastly, feasibility was assessed by compliance with screening intervention and charges per patient related to the intervention. RESULTS: The sample consisted of 290 patients in the pre-intervention and 180 patients in the post-intervention groups, respectively, with a mean age of 81.4 ± (9.9) years. There was a significant increase (p<0.01) in planned ICU admissions (OR=2.387, 95% CI (1.430, 3.983)) after screening protocol implementation. There was no significant difference between the pre-intervention group and post-intervention group in the number of MAEs (p=0.392), mortality (p=0.591), ICU LOS (p=0.617), and hospital LOS (p=0.151). When the PS-matched sample (n=424) was analyzed, there was a significant decrease (p=0.45) in unplanned ICU admissions (OR=6.40, 95% CI (0.81, 50.95)) after protocol implementation. Anticoagulants, emergency department (ED) respiratory rate (RR), injury severity score (ISS), number of comorbidities, substance use disorder (SAD), peripheral artery disease (PAD), and chronic obstructive pulmonary disease (COPD) were significant predictors of ICU admission (p=0.002, 0.022, 0.030, 0.034, 0.039, 0.039, and 0.042), respectively, and, demonstrated the discriminative ability between high and low risk for ICU admission (AUC=0.597, 0.587, 0.581, 0.578, 0.513, and 0.587, respectively). The screening intervention was achievable with 99% compliance (Kappa estimate 0.94) among trauma team members with an average charge of $282 per patient. CONCLUSION: The addition of a postoperative screening intervention for hip fracture patients > 55 years of age is achievable and decreases unplanned ICU admissions in matched samples. Presenting clinical indicators and comorbidities are associated with ICU admission and provide sufficient discriminatory ability as criteria for ICU admission.

Resource Deployment in Response to Trauma Patients.

Background Variance in the deployment of the trauma team to the emergency department (ED) can result in patient treatment delays and excess burden on ED personnel. Characteristics of trauma patients, including mechanism of injury, injury type, and age, have been associated with differences in trauma resource deployment. Therefore, this retrospective, single-site study aimed to examine the deployment patterns of trauma resources, the characteristics of the trauma patients associated with levels of trauma resource deployment, and the deployment impact on ED workforce utilization and non-trauma ED patients. Methodology This was an investigator-initiated, single-institution, retrospective cohort study of all patients designated as a trauma response and admitted to a community hospital's ED from July 01, 2019, through July 01, 2022. Results Resource deployment for trauma patients varied by mechanism of injury (p < 0.001), injury type (p < 0.001), and patient age groups (p < 0.001). Specifically, there was a lower average trauma activation for geriatric trauma patients with a fall as a mechanism of injury compared to all younger patient groups with any mechanism of injury (F(5) = 234.49, p < 0.001). In the subsample, there was an average of 3.35 ED registered nurses (RNs) allocated to each trauma patient. Additionally, the ED RNs were temporarily reallocated from an average of 4.09 non-trauma patients to respond to trauma patients, despite over a third of the trauma patients in the subsample being the trauma patients being discharged home from the ED. Conclusions Trauma activation responses need to be standardized with a specific plan for geriatric fall patients to ensure efficient use of trauma and ED personnel resources.

Propensity score estimates in multilevel models for causal inference.

BACKGROUND: Teenage obesity is a national epidemic that requires school- and community-based initiatives to support healthy behaviors of students regarding exercise and nutrition to decrease the prevalence. OBJECTIVES: The aim of this study was to demonstrate a methodology for an estimation of causal effects of the adoption of healthy behaviors with a potential outcomes approach within a multilevel treatment setting of school program adoption of a socially supportive environment. METHODS: Propensity score estimates within a multilevel model provided causal estimates of the impact of the adoption of health habits by students within supportive school environments (SSEs) and non-SSEs. A potential outcomes approach to causal modeling was shown with a secondary analysis of the National Longitudinal Study of Adolescent Health study. The student participants consisted of 13,854 adolescent students, with an accompanying sample of 164 school administrators. RESULTS: The effect of healthy eating habits in an SSE was a statistically nonsignificant decrease in body mass index (BMI). The effect of healthy eating habits in a non-SSE was a statistically nonsignificant increase in BMI. The difference between the healthy habit practices for students in supportive and nonsupportive schools was a resultant difference in BMI of 0.3484. DISCUSSION: The results demonstrate a difference in causal effects of eating habits in different school settings. Further research regarding causal effects of student habits and school programs is indicated.

Psychometrics of the Multiple Sclerosis and Magnetic Resonance Imaging Knowledge Patient Questionnaire: A Pilot Study.

ABSTRACT: BACKGROUND: In the last few decades, the revised diagnostic criteria for multiple sclerosis (MS) and the development of numerous new MS therapies have created the possibility of early diagnosis and opportune MS management. However, these changes, and the mounting emphasis on patient choice and shared decision making, have not been accompanied by improvements in information provided to patients with MS (PwMS). Information provision for PwMS increases disease-related knowledge that may assist them in decision making and quality of life. The purpose of this study was to validate the Multiple Sclerosis and Magnetic Resonance Imaging Knowledge Questionnaire (MSMRIKQ) to improve patients' shared decision-making capabilities. METHODS: In this methodological study, the instrument development process was completed in 4 stages using principles of measurement theory: (1) establishing a pool of items after patient and clinician panels' review, (2) evaluating the validity of the scale-both face and content validity, (3) pilot testing the scale, and (4) post-pilot testing statistical analysis of items and scale reliability and validity. RESULTS: The 20-item instrument was finalized based on a panel of MS experts' and patients' comments. The final version of the MSMRIKQ was pilot tested with a sample of 46 PwMS. Face validity was established on all MSMRIKQ items. Individual item-level and scale-level content validity indices for universal agreement estimates were acceptable at item-level content validity index = 1 and scale-level content validity index = 1 for the 20 items. The Kuder-Richardson 20 reliability estimate for the entire scale was 0.58; the Kuder-Richardson 20 estimates for the subscales of MS and magnetic resonance imaging knowledge were 0.35 and 0.51, respectively. The split-half reliability with Spearman-Brown correction for the total scale was 0.60. The Poisson regression model was significant for predicting MS knowledge within this population. CONCLUSION: The MSMRIKQ is a basic knowledge instrument for clinical and research use.