Comparison of two modeling approaches for the identification of predictors of complications in children with cerebral palsy following spine surgery.

BACKGROUND: Children with non-ambulatory cerebral palsy (CP) frequently develop progressive neuromuscular scoliosis and require surgical intervention. Due to their comorbidities, they are at high risk for developing peri- and post-operative complications. The objectives of this study were to compare stepwise and LASSO variable selection techniques for consistency in identifying predictors when modelling these post-operative complications and to identify potential predictors of respiratory complications and infections following spine surgery among children with CP. METHODS: In this retrospective cohort study, a large administrative claims database was queried to identify children who met the following criteria: 1) ≤ 25 years old, 2) diagnosis of CP, 3) underwent surgery during the study period, 4) had ≥ 12-months pre-operative, and 5) ≥ 3-months post-operative continuous health plan enrollment. Outcome measures included the development of a post-operative respiratory complication (e.g., pneumonia, aspiration pneumonia, atelectasis, pleural effusion, pneumothorax, pulmonary edema) or an infection (e.g., surgical site infection, urinary tract infection, meningitis, peritonitis, sepsis, or septicemia) within 3 months of surgery. Codes were used to identify CP, surgical procedures, medical comorbidities and the development of post-operative respiratory complications and infections. Two approaches to variable selection, stepwise and LASSO, were compared to determine which potential predictors of respiratory complications and infection development would be identified using each approach. RESULTS: The sample included 220 children. During the 3-month follow-up, 21.8% (n = 48) developed a respiratory complication and 12.7% (n = 28) developed an infection. The prevalence of 11 variables including age, sex and 9 comorbidities were initially considered to be potential predictors based on the intended outcome of interest. Model discrimination utilizing LASSO for variable selection was slightly improved over the stepwise regression approach. LASSO resulted in retention of additional comorbidities that may have meaningful associations to consider for future studies, including gastrointestinal issues, bladder dysfunction, epilepsy, anemia and coagulation deficiency. CONCLUSIONS: Potential predictors of the development of post-operative complications were identified in this study and while identified predictors were similar using stepwise and LASSO regression approaches, model discrimination was slightly improved with LASSO. Findings will be used to inform future research processes determining which variables to consider for developing risk prediction models.

Tools used to measure the impact of comorbidities on surgical outcomes in children with complex chronic conditions: A scoping review.

AIM: To identify and describe assessment tools used to measure the impact of comorbidities on postoperative outcomes in children with complex chronic conditions (CCC). METHOD: This was a scoping review using five electronic databases. The search was conducted in March 2022 by a medical librarian. There were no date or language restrictions. Included studies were full-text articles published in peer-reviewed journals that described a tool used to measure the impact of comorbidities in children with CCC to assess postoperative outcomes. A standardized data charting tool was used. RESULTS: A total of 2157 articles were retrieved. Five studies reporting on six comorbidity measures met inclusion criteria. All were cohort studies and were secondary analyses of data from an administrative database (n = 4) or a patient registry (n = 1). Sample sizes ranged from 645 to 25 747 participants. One paper described the assessment of reliability. Only one form of validity - predictive validity - was assessed in three papers for five measures. INTERPRETATION: Findings from this scoping review revealed a paucity of comorbidity assessment tools validated for use with children with CCC; significant conceptual and measurement challenges exist in the current scientific literature.

Ultrasound-Guided Serratus Anterior Plane Block (SAPB) Improves Pain Control in Patients With Rib Fractures.

OBJECTIVES: The serratus anterior plane block (SAPB) is an ultrasound-guided compartment block; limited data suggest that it can decrease pain in patients with rib fractures or chest wall pain. We sought to determine the effect of SAPB on pain and incentive spirometry (IS) maximal vital capacity in adult patients with rib fractures. METHODS: We enrolled a prospective sample of adult patients with at least two unilateral rib fractures who were being admitted for pain control. SAPB was performed by trained emergency physicians. Patients reported pain on an 11-point Numeric Rating Scale at rest and during IS, before, 15, and 60 minutes after SAPB. RESULTS: Mean pain scores decreased by 1.8 (SD 2.17, 95% confidence interval [CI]: 0.79-2.81) at 15 minutes and 2.5 (SD 2.69, 95% CI: 1.24-3.76) at 60 minutes. Compared to pre-block pain scores during IS, mean pain scores decreased by 1.95 (SD 1.99, 95% CI: 1.02-2.88) at 15 minutes and 2.4 (SD 2.42, 95% CI: 1.27-3.53) at 60 minutes. Mean maximum vital capacity increased by 232 mL (SD 406, 95% CI: 36-427) at 60 minutes. Zero SAPB-attributable complications were identified in the 24 hours post-enrollment. CONCLUSIONS: In patients with multiple rib fractures, SAPB reduced pain scores at rest and during IS, and increased maximal vital capacity. The SABP may be a safe and effective modality for pain control in trauma patients with multiple rib fractures.

How Well Does the Surprise Question Predict 1-year Mortality for Patients Admitted with COPD?

BACKGROUND: Patients with chronic obstructive pulmonary disease (COPD) often receive burdensome care at end-of-life (EOL) and infrequently complete advance care planning (ACP). The surprise question (SQ) is a prognostic tool that may facilitate ACP. OBJECTIVE: To assess how well the SQ predicts mortality and prompts ACP for COPD patients. DESIGN: Retrospective cohort study. SUBJECTS: Patients admitted to the hospital for an acute exacerbation of COPD between July 2015 and September 2018. MAIN MEASURES: Emergency department (ED) and inpatient clinicians answered, "Would you be surprised if this patient died in the next 30 days (ED)/one year (inpatient)?" The primary outcome measure was the accuracy of the SQ in predicting 30-day and 1-year mortality. The secondary outcome was the correlation between SQ and ACP (palliative care consultation, documented goals-of-care conversation, change in code status, or completion of ACP document). KEY RESULTS: The 30-day SQ had a high specificity but low sensitivity for predicting 30-day mortality: sensitivity 12%, specificity 95%, PPV 11%, and NPV 96%. The 1-year SQ demonstrated better accuracy for predicting 1-year mortality: sensitivity 47%, specificity 75%, PPV 35%, and NPV 83%. After multivariable adjustment for age, sex, and prior 6-month admissions, 1-year SQ+ responses were associated with greater odds of 1-year mortality (OR 2.38, 95% CI 1.39-4.08) versus SQ-. One-year SQ+ patients were more likely to have a goals-of-care conversation (25% vs. 11%, p < 0.01) and complete an advance directive or POLST (46% vs. 23%, p < 0.01). After multivariable adjustment, SQ+ responses to the 1-year SQ were associated with greater odds of ACP receipt (OR 2.67, 95% CI 1.64-4.36). CONCLUSIONS: The 1-year surprise question may be an effective component of prognostication and advance care planning for COPD patients in the inpatient setting.

COVID-19 and preeclampsia with severe features at 34-weeks gestation.

The evolving coronavirus disease 2019 (COVID-19) pandemic, caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), has led to a rapid expansion of knowledge on the disease's clinical manifestations, laboratory and radiographic abnormalities, and patient trajectories. One area of particular focus is the effect that this illness may have on pregnancy and maternal-fetal disease. As of April 24, 2020, we identified 55 English language reports in the scientific literature summarizing data for 339 women and 258 fetuses and neonates. The majority of these data have focused on maternal-fetal transmission and neonatal outcomes. One systematic review and meta-analysis including the spectrum of coronaviruses [Severe Acute Respiratory Syndrome (SARS), Middle East Respiratory Syndrome (MERS), and COVID-19] in pregnancy noted increased rates of adverse outcomes associated with this group of infections. Here, we report the case of a COVID-19 positive woman presenting to our emergency department (ED) at 34 weeks gestation with preeclampsia. This case highlights the unique diagnostic and therapeutic challenges associated with treating patients with these concomitant diseases.

Electrical cardioversion for atrial fibrillation in the emergency department: A large single-center experience.

OBJECTIVE: Electrical cardioversion of ED patients is a well-described treatment strategy for certain patients presenting with atrial fibrillation (AF). The objective of this study was to describe the safety and outcomes of this practice in a cohort of patients undergoing ED electrical cardioversion for AF. METHODS: This retrospective health records survey investigated a 5-year cohort of consecutive ED patients presenting with AF who underwent electrical cardioversion in an academic, tertiary ED. Electronic and manual abstraction strategies were used, extracting data on demographics, clinical features, interventions, complications, and return visits within 1 month. Data were analyzed using descriptive statistics and agreement between trained abstractors on key variables was excellent (k = 0.94-0.98). RESULTS: Data from 887 patients were analyzed. Electrical cardioversion was successful in 781 (88%) encounters. There were 3 major complications (3/887; 0.3%) and 123 minor complications (123/887; 14%). Major complications included one post-cardioversion stroke (1/887; 0.1%), one jaw thrust maneuver for hypoxia (0.1%), and one overnight observation for hypotension (0.1%). 741 patients (84%) were discharged following cardioversion with a mean ED LOS of 218 min (95% CI: 206-231 min). 57 (6.4%) patients returned to the ED within 30 days; 43 (4.8%) returned with in AF or flutter. CONCLUSIONS: In this cohort of ED patients with atrial fibrillation, ED electrical cardioversion followed by discharge to home was largely safe and effective. Most complications were transient and mild. There were remarkably few serious complications.

Serotonin Syndrome Associated With Vilazodone Overdose in a 22-Month-Old Treated With Dexmedetomidine.

BACKGROUND: Vilazodone was approved by the U.S. Food and Drug Administration in 2011 as a treatment for major depression disorder. Vilazodone is a selective serotonin reuptake inhibitor and 5-HT1A agonist used in the treatment of depression in adults. Vilazodone increases the availability and activity of serotonin and its neural pathways. Vilazodone blocks the serotonin reuptake pump and desensitizes serotonin receptors (especially 5HT1A autoreceptors), therefore increasing serotonergic neurotransmission. Its partial agonist actions at presynaptic somatodendritic 5HT1A autoreceptors theoretically enhance serotonergic activity, contributing to antidepressant actions. There are limited reports exploring its effects in children after unintentional ingestion. Typical adult dosing is titrated from an initial dose of 10 mg up to a maximum dose of 40 mg daily. Serotonin syndrome classically manifests with restlessness, hyperthermia, tachycardia, mydriasis, and increased tone, and is typically treated with benzodiazepines, cyproheptadine, and supportive care. Dexmedetomidine has also been used in case reports to treat serotonin syndrome. CASE REPORT: We report the case of a toddler with a laboratory-confirmed vilazodone overdose exhibiting symptoms of serotonin syndrome, including restlessness, hyperthermia, mydriasis, dystonia, agitation, seizure-like activity, roving eye movement, tachycardia, and elevated creatine kinase. The patient was admitted and initially treated with supportive care and lorazepam per recommendations of the poison center, which did not recommend cyproheptadine use. On decompensation with suspected serotonin syndrome, the patient was treated with dexmedetomidine. In addition, urine toxicology screening (Amphetamines II assay; Roche, Indianapolis, IN) was positive for amphetamines; however, confirmatory testing (gas chromatography-mass spectrometry) was negative. The patient improved and was discharged after returning to her baseline status at 74 h post ingestion. Importantly, this patient did not require intubation and mechanical intubation, in spite of the large amount of vilazodone ingested. WHY SHOULD AN EMERGENCY PHYSICIAN BE AWARE OF THIS?: With increasing prescription of vilazodone, emergency physicians should have a high level of suspicion so as not to miss this toxidrome. The possibility of false-positive amphetamine screenings when an overdose of vilazodone is suspected should be investigated. Finally, systematic evaluation of the use of dexmedetomidine as treatment for serotonin syndrome or vilazodone ingestion should be done to confirm efficacy.

Understanding ED Buprenorphine Initiation for Opioid Use Disorder: A Guide for Emergency Nurses.

Opioid use disorder is a critical public health problem that continues to broaden in scope, adversely affecting millions of people worldwide. Significant efforts have been made to expand access to medication therapy for opioid use disorder, in particular buprenorphine. As the emergency department is a critical point of access for many patients with opioid use disorder, the initiation of buprenorphine therapy in the emergency department is increasing, and emergency nurses should be familiar with the care of these vulnerable patients. The purpose of this article is to provide a clinical review of opioid use disorder and opioid withdrawal syndrome, medication treatments for opioid use disorder, best clinical practices for ED-initiated buprenorphine therapy, assessment of withdrawal symptoms, discharge considerations, and concerns for special populations. With expanded understanding of opioid use disorder, withdrawal, and available treatments, emergency nurses will be better prepared to deliver and support life-saving treatments for patients and families suffering from this disease. In addition, emergency nurses are well positioned to play an important role in public health advocacy around opioid use disorder, providing critical support for destigmatization and expanded access to safe and efficacious treatments.

Senior-Year Curriculum in U.S. Medical Schools: A Scoping Review.

Phenomenon: Many U.S. medical schools have responded to the adoption of competency-based medical education (CBME) frameworks by renewing their final-year curricula and including internship preparatory courses. The purpose of this scoping review was to map the published literature regarding the final year to discern how medical schools have responded to this paradigm change. Approach: A structured 5-step approach was used to conduct this scoping review. Electronic searches of PubMed, ERIC, Scopus, MedEdPortal, and 8 medical education journals were conducted to identify relevant articles published from 2006 to 2016. Four authors screened articles for inclusion using standardized eligibility criteria; interrater agreement was discussed and calculated. Authors extracted data elements, and a consensus-based approach was used to categorize, sort, and structure information gathered. Findings: Among 6,485 articles retrieved, 817 articles were included in the study. From 2007-2011 to 2012-2016, articles addressing the final year of medical school increased 93%, whereas articles describing internship preparatory courses increased 218%. The majority of articles did not reference a CBME framework (572/817; 70%), the frequency of mentions increased 268% from 2007-2011 to 2012-2016. Nearly three fourths of preparatory course-related papers reference a CBME framework (37/50; 74%). Insights: Our findings may reflect a movement in U.S. medical schools toward using shared assessment metrics to support 4th-year medical students' preparation for their postgraduate medical education. Despite an increased reference to CBME, there is relatively little use of competency-based assessment frameworks to evaluate learning outcomes. This review also found a substantial increase in the frequency of articles referencing senior-year preparatory courses in U.S. medical schools. Articles tended to describe institution-specific research or experiences. Opportunities likely exist for multi-institutional and organizational collaboration in determining the structure of the final year of medical school.

WAMAMI: emergency physicians can accurately identify wall motion abnormalities in acute myocardial infarction.

OBJECTIVE: The ability to identify wall motion abnormalities may be useful for emergency clinicians, but is not typically evaluated in point-of-care echocardiograms. We sought to determine if emergency physicians with basic training in emergency echocardiography could identify regional wall motion abnormalities (RWMA) in patients admitted with ST-elevation myocardial infarction (STEMI). METHODS: We prospectively enrolled patients with admitted with STEMI. Resident physicians with basic training in emergency ultrasound, blinded to other patient data, performed a point-of-care echocardiogram to evaluate for RWMA. If present, they also recorded the suspected territory of the RWMA. We calculated test performance characteristics and compared the agreement between point-of-care and comprehensive echocardiogram for RWMA and territory. RESULTS: 75 patients with STEMI were enrolled, and 62% had a RMWA. RWMA were identified with excellent test performance characteristics (sensitivity 88% (95% CI 75-96); specificity 92% (95% CI 75-99)). There was substantial agreement between the point-of-care echocardiogram and reference standard (K = 0.79; 95% CI: 0.64-0.94). CONCLUSIONS: Emergency physicians with core training in point-of-care echocardiography can accurately identify RMWA.

Identifying Bullied Youth: Re-engineering the Child-Adolescent Bullying Scale into a Brief Screen.

While youth bullying is a critical public health problem, standardized exposure screening is not routinely practiced. The Child-Adolescent Bullying Scale, (CABS), a psychometrically robust 22-item tool, was designed and evaluated for this purpose using classical test theory. The goals of the present study were to examine and optimize the measurement properties of the CABS using a Rasch psychometric analysis to develop a brief screening tool appropriate for clinical use. A methodologic design and the Rasch rating scale model were employed. Three hundred and fifty-two youths from two clinical sites participated. Rasch-based analyses included evaluation of response category functioning, measurement precision, dimensionality, targeting, differential item functioning and guidance in item reduction. After iterative revisions, the resulting screening instrument consists of 9 items. Cut-scores and interpretive guidance are provided to aid clinical identification of bullying-related risk. Findings suggest the CABS-9 holds promise as a useful screening tool for identifying bullying exposure.

Item Generation and Content Validity of the Child-Adolescent Bullying Scale.

BACKGROUND: Healthcare providers do not uniformly screen young patients for exposure to bullying, and no screening instruments have been developed for widespread use in clinical settings. OBJECTIVES: The objectives of this study were to (a) generate scale items by identifying and eliciting concepts relevant to youths with potential exposure to bullying as well as to professionals who work with bullied youths and (b) assess the content validity of the new Child-Adolescent Bullying Scale (CABS) instrument. METHODS: A mixed-methods design was used to develop an initial pool of 52 items. The study was conducted in four phases: (I) comprehensive review of the existing literature; (II) concept elicitation through the conduct of focus groups with school-age youths and professionals who work with bullied youths; (III) concept selection and item construction; and (IV) content validation assessment of relevance, clarity, and dimension of each item by a panel of 30 international bullying and measurement experts through completion of an online survey. RESULTS: An initial pool of 52 potential items was developed during Phases I-III of the study. During Phase IV, item- and scale-level content validity indices were calculated and were used to refine the item pool. These strategies resulted in a new, 22-item tool, with scale-level content validity indices of .954 for clarity and .920 for representativeness. DISCUSSION: Evaluation of the CABS tool with a sample of youths drawn from healthcare settings will be necessary to assess the performance of the CABS items, further evaluate its psychometric properties, and further refine the tool.

The Child Adolescent Bullying Scale (CABS): Psychometric evaluation of a new measure.

While youth bullying is a significant public health problem, healthcare providers have been limited in their ability to identify bullied youths due to the lack of a reliable, and valid instrument appropriate for use in clinical settings. We conducted a multisite study to evaluate the psychometric properties of a new 22-item instrument for assessing youths' experiences of being bullied, the Child Adolescent Bullying Scale (CABS). The 20 items summed to produce the measure's score were evaluated here. Diagnostic performance was assessed through evaluation of sensitivity, specificity, predictive values, and area under receiver operating characteristic (AUROC) curve. A sample of 352 youths from diverse racial, ethnic, and geographic backgrounds (188 female, 159 male, 5 transgender, sample mean age 13.5 years) were recruited from two clinical sites. Participants completed the CABS and existing youth bullying measures. Analyses grounded in classical test theory, including assessments of reliability and validity, item analyses, and principal components analysis, were conducted. The diagnostic performance and test characteristics of the CABS were also evaluated. The CABS is comprised of one component, accounting for 67% of observed variance. Analyses established evidence of internal consistency reliability (Cronbach's α = 0.97), construct and convergent validity. Sensitivity was 84%, specificity was 65%, and the AUROC curve was 0.74 (95% CI: 0.69-0.80). Findings suggest that the CABS holds promise as a reliable, valid tool for healthcare provider use in screening for bullying exposure in the clinical setting.

The evolution of uncertainty in second opinions about prostate cancer treatment.

BACKGROUND: People who have cancer increasingly seek second opinions. Yet, we know little about what motivates patients to seek them and how beneficial they are. Uncertainty-experienced by patients or communicated by physician and patient-may be crucial throughout the second opinion process. OBJECTIVE: This study sought to investigate (1) how uncertainty influences men with prostate cancer to seek second opinions and (2) how second opinions may affect these patients' sense of uncertainty and subsequent experiences with their care. METHODS: A qualitative study using semi-structured interviews was performed. Men with localized or advanced prostate cancer (n=23) were interviewed by telephone about their motivations and experiences with seeking second opinions and the uncertainties they experienced. Analysis was performed using the constant comparative method. RESULTS: Patients sought second opinions because they were uncertain about receiving too little or biased information, experienced insufficient support in coming to a treatment decision, or because physicians expressed different levels of uncertainty than they did ("unshared uncertainty"). Uncertainty was reduced by the second opinion process for most patients, whereas for others, it increased or was sustained. This evolution depended on the way uncertainty was addressed during the second opinion consultation. CONCLUSIONS: Second opinions may be a useful tool for some but not all patients. They should be used judiciously and not be viewed as a solution for current limitations to health-care organization. An important yet challenging task for physicians is to focus less on information per se and more on how to assist patients manage irreducible uncertainty.

Impact of Non-medical Out-of-pocket Expenses on Families of Children With Cerebral Palsy Following Orthopaedic Surgery.

PURPOSE: Limited research has been conducted on the non-medical out-of-pocket expenses (NOOPEs) incurred by families of children with chronic health conditions. The study objectives were to: 1) calculate the estimated NOOPEs incurred by families during hospitalization of their child, 2) identify predictors of high NOOPEs, and 3) assess the impact of the child's chronic health condition on the family's finances. DESIGN AND METHODS: Prospective observational study. Parents were included if their child was 3-20years old, had severe, non-ambulatory cerebral palsy (CP), and scheduled for hip or spine surgery. Parents reported all NOOPEs incurred during their child's hospitalization using the Family Expense Diary. Families completed the subscales of the Impact on Family Scale and the Assessment of Caregivers Experience with Neuromuscular Disease. Descriptive and univariate and multiple hierarchical regression models were used in the analysis. RESULTS: Fifty two parents participated. The total NOOPEs ranged from $193.00 to $7192.71 (M=$2001.92) per hospitalization representing an average of 4% of the family's annual earned income. Caregiver age (F=8.393, p<0.001), income (F=7.535, p<0.001), and distance traveled to the hospital (F=4.497, p=0.039) were significant predictors of high NOOPEs. The subscale scores indicated that a child's chronic health condition had a significant impact on family finances. CONCLUSIONS AND PRACTICE IMPLICATIONS: Hospitalization is associated with numerous NOOPEs that create additional financial demands for families caring for a child with severe CP. NOOPEs should be addressed when preparing families for their children's planned hospital admissions, especially those families of CSHCN who experience significant financial impacts secondary to their children's care.

Technology-enhanced focus groups as a component of instrument development.

Background Bullying is a critical public health problem and a screening tool for use in healthcare is needed. Focus groups are a common tool for generating qualitative data when developing an instrument and evidence suggests that technology-enhanced focus groups can be effective in simultaneously engaging participants from diverse settings. Aim To examine the use of technology-enhanced focus groups in generating an item pool to develop a youth-bullying screening tool. Discussion The authors explore methodological and ethical issues related to conducting technology-enhanced focus groups, drawing on their experience in developing a youth-bullying measure. They conducted qualitative focus groups with professionals from the front lines of bullying response and intervention. They describe the experience of conducting technology-enhanced focus group sessions, focusing on the methodological and ethical issues that researchers engaging in similar work may encounter. Challenges associated with this methodology include establishing rapport among participants, privacy concerns and limited non-verbal communication. Conclusion The use of technology-enhanced focus groups can be valuable in obtaining rich data from a wide variety of disciplines and contexts. Organising these focus groups was inexpensive and preferred by the study's participants. Implications for practice Researchers should consider using technology-enhanced focus groups to generate data to develop health-related measurement tools.

Emergency medicine residents' knowledge of mechanical ventilation.

BACKGROUND: Although Emergency physicians frequently intubate patients, management of mechanical ventilation has not been emphasized in emergency medicine (EM) residency curricula. OBJECTIVES: The objective of this study was to quantify EM residents' education, experience, and knowledge regarding mechanical ventilation. METHODS: We developed a survey of residents' educational experiences with ventilators and an assessment tool with nine clinical questions. Correlation and regression analyses were performed to evaluate the relationship between residents' scores on the assessment instrument and their training, education, and comfort with ventilation. RESULTS: Of 312 EM residents, 218 responded (69.9%). The overall correct response rate for the assessment tool was 73.3%, standard deviation (SD) ± 22.3. Seventy-seven percent (n = 167) of respondents reported ≤ 3 h of mechanical ventilation education in their residency curricula over the past year. Residents reported frequently caring for ventilated patients in the ED, as 64% (n = 139) recalled caring for ≥ 4 ventilated patients per month. Fifty-three percent (n = 116) of residents endorsed feeling comfortable caring for mechanically ventilated ED patients. In multiregression analysis, the only significant predictor of total test score was residents' comfort with caring for mechanically ventilated patients (F = 10.963, p = 0.001). CONCLUSIONS: EM residents report caring for mechanically ventilated patients frequently, but receive little education on mechanical ventilation. Furthermore, as residents' performance on the assessment tool is only correlated with their self-reported comfort with caring for ventilated patients, these results demonstrate an opportunity for increased educational focus on mechanical ventilation management in EM residency training.

Epidemiology of Search and Rescue in Baxter State Park: Dangers of Descent and Fatigue.

OBJECTIVE: The purpose of this study was to determine the epidemiology of injury in Baxter State Park, Maine, and to better tailor search and rescue (SAR) resources, personnel, and training to acute needs in the park. METHODS: We conducted a retrospective review of all SAR incident reports in Baxter State Park from July 1992 through June 2014. For each event, demographics, location, time, activity before the incident, incident details, and evacuation means were recorded and analyzed. RESULTS: In all, 754 incidents of SAR or medical need were identified. Mean age was 38.9 years; mean age for subjects with fatigue as the primary complaint was 48.7 years. A majority (60.5%) of victims were male. Nineteen fatalities occurred during the study. Traumatic injuries precipitated 51% of SAR incidents, and an additional 30% were initiated for late or lost parties. Slips or falls while hiking were the most common causes of injury (67%), with the lower extremity being the most common injury site (31%). When applicable, 84.4% of acute need occurred while descending, as opposed to ascending, a mountain. Fatigue was the most commonly reported medical emergency, causative in 66% of medical SAR events. CONCLUSIONS: Fatigue is a major factor in SAR events, both as a discreet cause and as a contributor to other injuries. Search and rescue need is more likely to occur during mountain descent, and lower extremity injuries are the most common etiology. Efforts should be focused on training rescuers in lower extremity and fatigue treatment, and more rescuers should be available when many are descending.