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Pediatrics | 2006

Health care utilization and needs after pediatric traumatic brain injury.

Beth S. Slomine; Melissa L. McCarthy; Ru Ding; Ellen J. MacKenzie; Kenneth M. Jaffe; Mary E. Aitken; Dennis R. Durbin; James R. Christensen; Andrea Dorsch; Charles N. Paidas; Ronald A. Berk; Eileen Houseknecht; Susan Ziegfeld; Vinita Misra Knight; Patricia Korehbandi; Donna Parnell; Pat Klotz

OBJECTIVE. Children with moderate to severe traumatic brain injury (TBI) show early neurobehavioral deficits that can persist several years after injury. Despite the negative impact that TBI can have on a childs physical, cognitive, and psychosocial well-being, only 1 study to date has documented the receipt of health care services after acute care and the needs of children after TBI. The purpose of this study was to document the health care use and needs of children after a TBI and to identify factors that are associated with unmet or unrecognized health care needs during the first year after injury. METHODS. The health care use and needs of children who sustained a TBI were obtained via telephone interview with a primary caregiver at 2 and 12 months after injury. Of the 330 who enrolled in the study, 302 (92%) completed the 3-month and 288 (87%) completed the 12-month follow-up interviews. The health care needs of each child were categorized as no need, met need, unmet need, or unrecognized need on the basis of the childs use of post-acute services, the caregivers report of unmet need, and the caregivers report of the childs functioning as measured by the Pediatric Quality of Life Inventory (PedsQL). Regardless of the use of services or level of function, children of caregivers who reported an unmet need for a health care service were defined as having unmet need. Children who were categorized as having no needs were defined as those who did not receive services; whose caregiver did not report unmet need for a service; and the whose physical, socioemotional, and cognitive functioning was reported to be normal by the caregiver. Children with met needs were those who used services in a particular domain and whose caregivers did not report need for additional services. Finally, children with unrecognized needs were those whose caregiver reported cognitive, physical, or socioemotional dysfunction; who were not receiving services to address the dysfunction; and whose caregiver did not report unmet need for services. Polytomous logistic regression was used to model unmet and unrecognized need at 3 and 12 months after injury as a function of child, family, and injury characteristics. RESULTS. At 3 months after injury, 62% of the study sample reported receiving at least 1 outpatient health care service. Most frequently, children visited a doctor (56%) or a physical therapist (27%); however, 37% of caregivers reported that their child did not see a physician at all during the first year after injury. At 3 and 12 months after injury, 26% and 31% of children, respectively, had unmet/unrecognized health care needs. The most frequent type of unmet or unrecognized need was for cognitive services. The top 3 reasons for unmet need at 3 and 12 months were (1) not recommended by doctor (34% and 31%); (2) not recommended/provided by school (16% and 17%); and (3) cost too much (16% and 16%). Factors that were associated with unmet or unrecognized need changed over time. At 3 months after injury, the caregivers of children with a preexisting psychosocial condition were 3 times more likely to report unmet need compared with children who did not have one. Also, female caregivers were significantly more likely to report unmet need compared with male caregivers. Finally, the caregivers of children with Medicaid were almost 2 times more likely to report unmet need compared with children who were covered by commercial insurance. The only factor that was associated with unrecognized need at 3 months after injury was abnormal family functioning. At 12 months after injury, although TBI severity was not significant, children who sustained a major associated injury were 2 times more likely to report unmet need compared with children who did not. Consistent with the 3-month results, the caregivers of children with Medicaid were significantly more likely to report unmet needs at 1 year after injury. In addition to poor family functionings being associated with unrecognized need, nonwhite children were significantly more likely to have unrecognized needs at 1 year compared with white children. CONCLUSIONS. A substantial proportion of children with TBI had unmet or unrecognized health care needs during the first year after injury. It is recommended that pediatricians be involved in the post-acute care follow-up of children with TBI to ensure that the injured childs needs are being addressed in a timely and appropriate manner. One of the recommendations that trauma center providers should make on hospital discharge is that the parent/primary caregiver schedule a visit with the childs pediatrician regardless of the post-acute services that the child may be receiving. Because unmet and unrecognized need was highest for cognitive services, it is important to screen for cognitive dysfunction in the primary care setting. Finally, because the health care needs of children with TBI change over time, it is important for pediatricians to monitor their recovery to ensure that children with TBI receive the services that they need to restore their health after injury.


Pediatrics | 2009

Family Burden After Traumatic Brain Injury in Children

Mary E. Aitken; Melissa L. McCarthy; Beth S. Slomine; Ru Ding; Dennis R. Durbin; Kenneth M. Jaffe; Charles N. Paidas; Andrea Dorsch; James R. Christensen; Ellen J. MacKenzie

OBJECTIVE. Traumatic brain injury has a substantial impact on caregivers. This study describes the burden experienced by caregivers of children with traumatic brain injury and examines the relationship between child functioning and family burden during the first year after injury. PATIENTS AND METHODS. Children aged 5 to 15 years hospitalized for traumatic brain injury at 4 participating trauma centers were eligible. Caregivers completed baseline and 3- and 12-month telephone interviews measuring the childs health-related quality of life using the Pediatric Quality of Life Inventory. The emotional impact scale of the Child Health Questionnaire was used to identify caregivers with substantial distress, including general worry or interference with family routine. Caregiver perceptions of whether health care needs were met or unmet and days missed from work were also measured. RESULTS. A total of 330 subjects enrolled; follow-up was conducted with 312 at 3 months and 288 at 12 months. Most subjects were white (68%) and male (69%). Abnormal Pediatric Quality of Life Inventory subscores were related to substantial caregiver burden (either general worry or interference in routine). These abnormalities were reported by >75% of patients at 3 months and persisted to 1 year in some patients. Parental perception of unmet health care needs was strongly related to family burden outcomes, with up to 69% of this subset of parents reporting substantial worry, and nearly one quarter reporting interference with daily routine/concentration 1 year after injury. Child dysfunction predicted parental burden at 3 and 12 months. Burden was greater when health care need was unmet. Abnormalities on the Pediatric Quality of Life Inventory predicted the amount of work missed by parents, especially in the presence of unmet needs. CONCLUSIONS. Caregivers are more likely to report family burden problems when child functioning is poorer and health care needs are unmet. Improved identification and provision of services is a potentially modifiable factor that may decrease family burden after pediatric traumatic brain injury.


Pediatrics | 2008

Executive functioning in the first year after pediatric traumatic brain injury

Heather Whitney Sesma; Beth S. Slomine; Ru Ding; Melissa L. McCarthy

BACKGROUND AND OBJECTIVE. Children with traumatic brain injuries often show impaired executive function (the ability to carry out goal-directed behavior). The Behavior Rating Inventory of Executive Function, a caregiver-report questionnaire, measures executive function in everyday activities. In this study, our goal was to use the Behavior Rating Inventory of Executive Function to document changes in childrens executive function in the first year after traumatic brain injury and identify child, family, and injury variables associated with greater dysfunction. We predicted that children with traumatic brain injury would have more executive dysfunction than children hospitalized for orthopedic fractures and that more severe traumatic brain injury would predict greater dysfunction. Childrens premorbid functioning and family characteristics were expected to moderate their executive function. PATIENTS AND METHODS. Caregivers of children aged 5 to 15 years (330 mild-to-severe traumatic brain injury, 103 control orthopedic fractures) enrolled onto a longitudinal study of executive function. Caregivers completed the Behavior Rating Inventory of Executive Function by telephone at baseline (obtained retrospectively) and 3 months and 1 year after the injury. RESULTS. Traumatic brain injury groups and controls showed no baseline differences in Behavior Rating Inventory of Executive Function scores. Three months after the injury, children with traumatic brain injury had more dysfunction than controls on the Global Executive Composite. One year after injury, all traumatic brain injury groups differed from the controls on the Behavioral Regulation Index, Metacognition Index, and Global Executive Composite. The working memory scale was the only scale to discriminate between the control group and all 3 traumatic brain injury severity groups at both 3 and 12 months after injury. Executive-function ratings remained stable from 3 to 12 months after injury. Across time points, preexisting learning/behavior problems, lower respondent education, and poor family functioning predicted greater Global Executive Composite dysfunction. CONCLUSIONS. Between 18% and 38% of the children with traumatic brain injury had significant executive dysfunction in the first year after injury, with greater dysfunction reported for children with more severe traumatic brain injury. Our findings support previous reports that preinjury learning and behavior problems, limited family resources, and poor family functioning adversely affect executive function. These results suggest a need for more systematic screening for executive dysfunction after traumatic brain injury to increase recognition of cognitive disability and improve access to appropriate services.


Academic Emergency Medicine | 2008

The Challenge of Predicting Demand for Emergency Department Services

Melissa L. McCarthy; Scott L. Zeger; Ru Ding; Dominik Aronsky; Nathan R. Hoot; Gabor D. Kelen

OBJECTIVES The objective was to develop methodology for predicting demand for emergency department (ED) services by characterizing ED arrivals. METHODS One year of ED arrival data from an academic ED were merged with local climate data. ED arrival patterns were described; Poisson regression was selected to represent the count of hourly ED arrivals as a function of temporal, climatic, and patient factors. The authors evaluated the appropriateness of prediction models by whether the data met key Poisson assumptions, including variance proportional to the mean, positive skewness, and absence of autocorrelation among hours. Model accuracy was assessed by comparing predicted and observed histograms of arrival counts and by how frequently the observed hourly count fell within the 50 and 90% prediction intervals. RESULTS Hourly ED arrivals were obtained for 8,760 study hours. Separate models were fit for high- versus low-acuity patients because of significant arrival pattern differences. The variance was approximately equal to the mean in the high- and low-acuity models. There was no residual autocorrelation (r = 0) present after controlling for temporal, climatic, and patient factors that influenced the arrival rate. The observed hourly count fell within the 50 and 90% prediction intervals 50 and 90% of the time, respectively. The observed histogram of arrival counts was nearly identical to the histogram predicted by a Poisson process. CONCLUSIONS At this facility, demand for ED services was well approximated by a Poisson regression model. The expected arrival rate is characterized by a small number of factors and does not depend on recent numbers of arrivals.


Annals of Emergency Medicine | 2013

Ultrasound-guided peripheral intravenous access program is associated with a marked reduction in central venous catheter use in noncritically ill emergency department patients.

Hamid Shokoohi; Keith Boniface; Melissa L. McCarthy; Tareq Khedir Al-tiae; M. Sattarian; Ru Ding; Yiju Teresa Liu; Ali Pourmand; Elizabeth M. Schoenfeld; James Scott; Robert Shesser; Kabir Yadav

STUDY OBJECTIVE We examine the central venous catheter placement rate during the implementation of an ultrasound-guided peripheral intravenous access program. METHODS We conducted a time-series analysis of the monthly central venous catheter rate among adult emergency department (ED) patients in an academic urban ED between 2006 and 2011. During this period, emergency medicine residents and ED technicians were trained in ultrasound-guided peripheral intravenous access. We calculated the monthly central venous catheter placement rate overall and compared the central venous catheter reduction rate associated with the ultrasound-guided peripheral intravenous access program between noncritically ill patients and patients admitted to critical care. Patients receiving central venous catheters were classified as noncritically ill if admitted to telemetry or medical/surgical floor or discharged home from the ED. RESULTS During the study period, the ED treated a total of 401,532 patients, of whom 1,583 (0.39%) received a central venous catheter. The central venous catheter rate decreased by 80% between 2006 (0.81%) and 2011 (0.16%). The decrease in the rate was significantly greater among noncritically ill patients (mean for telemetry patients 4.4% per month [95% confidence interval {CI} 3.6% to 5.1%], floor patients 4.8% [95% CI 4.2% to 5.3%], and discharged patients 7.6% [95% CI 6.2% to 9.1%]) than critically ill patients (0.9%; 95% CI 0.6% to 1.2%). The proportion of central venous catheters that were placed in critically ill patients increased from 34% in 2006 to 81% in 2011 because fewer central venous catheterizations were performed in noncritically ill patients. CONCLUSION The ultrasound-guided peripheral intravenous access program was associated with reductions in central venous catheter placement, particularly in noncritically ill patients. Further research is needed to determine the extent to which such access can replace central venous catheter placement in ED patients with difficult vascular access.


Annals of Emergency Medicine | 2013

Emergency Department Physician-Level and Hospital-Level Variation in Admission Rates

Jameel Abualenain; William J. Frohna; Robert Shesser; Ru Ding; Mark Smith; Jesse M. Pines

STUDY OBJECTIVE We explore the variation in physician- and hospital-level admission rates in a group of emergency physicians in a single health system. METHODS This was a cross-sectional study that used retrospective data during various periods (2005 to 2010) to determine the variation in admission rates among emergency physicians from 3 emergency departments (EDs) within the same health system. Patients who left without being seen or left against medical advice, patients treated in fast-track departments, patients with primary psychiatric complaints, and those younger than 18 years were excluded, as were physicians with fewer than 500 ED encounters during the study period. Emergency physician-level and hospital-level admission rates were estimated with hierarchic logistic regression, which adjusted for patient age, sex, race, chief complaint, arrival mode, and arrival day and time. RESULTS A total of 389,120 ED visits were included in the analysis, and patients were treated by 89 attending emergency physicians. After adjusting for patient and clinical characteristics, the hospital-level admission rate varied from 27% to 41%. At the physician level, admission rates varied from 21% to 49%. CONCLUSION There was 2.3-fold variation in emergency physician adjusted admission rates and 1.7-fold variation at the hospital level. In the new era of cost containment, wide variation in this common, costly decision requires further exploration.


Journal of Pediatric Orthopaedics | 2006

The health-related quality of life of children with an extremity fracture: a one-year follow-up study.

Ru Ding; Melissa L. McCarthy; Eileen M Houseknecht; Susan Ziegfeld; Vinita Misra Knight; Patricia Korehbandi; Donna Parnell; Patricia Klotz; Ellen J. MacKenzie; Dennis R. Durbin; Charles N. Paidas; Mary E. Aitken; Kenneth M. Jaffe; Beth S. Slomine; Andrea Dorsch; James R. Christensen; Ronald A. Berk; Pat Klotz

Purpose: To document the health-related quality of life (HRQOL) of children with an extremity fracture at 3 and 12 months postinjury and to determine whether it varies significantly by fracture region and site. Methods: Children hospitalized for an extremity fracture at 4 pediatric trauma centers were studied. A baseline, 3-month, and 12-month telephone interview were completed by a primary caregiver to measure the childs HRQOL using the Pediatric Quality of Life Inventory (PedsQL). HRQOL was modeled as a function of injury, patient, and family characteristics using a longitudinal regression model. Result: Of the 100 children enrolled, 52 sustained a lower extremity fracture (LEF) and 48 an upper extremity fracture (UEF). Postinjury HRQOL scores were significantly poorer than preinjury scores for all subjects (P = 0.05). In addition, a significant proportion of subjects reported impaired physical and psychosocial HRQOL at 3 (44% and 46%, respectively) and 12 months (23% and 33%, respectively) postinjury. At 3 months postinjury, children with an LEF had significantly poorer HRQOL outcomes compared to children with a UEF. By 12 months postinjury, the physical function of children with a tibia and/or fibula fracture remained significantly lower than children with a UEF (P ≤ 0.05). Conclusions: Children hospitalized for an extremity fracture suffered dramatic declines in physical and psychosocial well-being during the first 3 months postinjury. By 1 year postinjury, most children recovered; however, children with a tibia and/or fibula fracture still reported significantly poorer physical functioning.


Annals of Emergency Medicine | 2011

The effect of triage diagnostic standing orders on emergency department treatment time.

Rodica Retezar; Edward Bessman; Ru Ding; Scott L. Zeger; Melissa L. McCarthy

STUDY OBJECTIVE Triage standing orders are used in emergency departments (EDs) to initiate evaluation when there is no bed available. This study evaluates the effect of diagnostic triage standing orders on ED treatment time of adult patients who presented with a chief complaint for which triage standing orders had been developed. METHODS We conducted a retrospective nested cohort study of patients treated in one academic ED between January 2007 and August 2009. In this ED, triage nurses can initiate full or partial triage standing orders for patients with chest pain, shortness of breath, abdominal pain, or genitourinary complaints. We matched patients who received triage standing orders to those who received room orders with respect to clinical and temporal factors, using a propensity score. We compared the median treatment time of patients with triage standing orders (partial or full) to those with room orders, using multivariate linear regression. RESULTS Of the 15,188 eligible patients, 25% received full triage standing orders, 56% partial triage standing orders, and 19% room orders. The unadjusted median ED treatment time for patients who did not receive triage standing orders was 282 minutes versus 230 minutes for those who received a partial triage standing order or full triage standing orders (18% decrease). Controlling for other factors, triage standing orders were associated with a 16% reduction (95% confidence interval -18% to -13%) in the median treatment time, regardless of chief complaint. CONCLUSION Diagnostic testing at triage was associated with a substantial reduction in ED treatment time for 4 common chief complaints. This intervention warrants further evaluation in other EDs and with different clinical conditions and tests.


Disaster Medicine and Public Health Preparedness | 2009

Creation of surge capacity by early discharge of hospitalized patients at low risk for untoward events.

Gabor D. Kelen; Melissa L. McCarthy; Chadd K. Kraus; Ru Ding; Edbert B. Hsu; Guohua Li; Judy B. Shahan; James J. Scheulen; Gary B. Green

OBJECTIVES US hospitals are expected to function without external aid for up to 96 hours during a disaster; however, concern exists that there is insufficient capacity in hospitals to absorb large numbers of acute casualties. The aim of the study was to determine the potential for creation of inpatient bed surge capacity from the early discharge (reverse triage) of hospital inpatients at low risk of untoward events for up to 96 hours. METHODS In a health system with 3 capacity-constrained hospitals that are representative of US facilities (academic, teaching affiliate, community), a variety (N = 50) of inpatient units were prospectively canvassed in rotation using a blocked randomized design for 19 weeks ending in February 2006. Intensive care units (ICUs), nurseries, and pediatric units were excluded. Assuming a disaster occurred on the day of enrollment, patients who did not require any (previously defined) critical intervention for 4 days were deemed suitable for early discharge. RESULTS Of 3491 patients, 44% did not require any critical intervention and were suitable for early discharge. Accounting for additional routine patient discharges, full use of staffed and unstaffed licensed beds, gross surge capacity was estimated at 77%, 95%, and 103% for the 3 hospitals. Factoring likely continuance of nonvictim emergency admissions, net surge capacity available for disaster victims was estimated at 66%, 71%, and 81%, respectively. Reverse triage made up the majority (50%, 55%, 59%) of surge beds. Most realized capacity was available within 24 to 48 hours. CONCLUSIONS Hospital surge capacity for standard inpatient beds may be greater than previously believed. Reverse triage, if appropriately harnessed, can be a major contributor to surge capacity.


Journal of Emergency Medicine | 2014

Emergency Department Variation in Utilization and Diagnostic Yield of Advanced Radiography in Diagnosis of Pulmonary Embolus

Dana R. Kindermann; Melissa L. McCarthy; Ru Ding; William J. Frohna; Jonathan Hansen; Kevin Maloy; David Milzman; Jesse M. Pines

BACKGROUND There is growing pressure to measure and reduce unnecessary imaging in the emergency department. OBJECTIVE We study provider and hospital variation in utilization and diagnostic yield for advanced radiography in diagnosis of pulmonary embolism (PE) and to assess patient- and provider-level factors associated with diagnostic yield. METHODS Retrospective chart review of all adult patients presenting to four hospitals from January 2006 through December 2009 who had a computed tomography or ventilation/perfusion scan to evaluate for PE. Demographic data on the providers ordering the scans were collected. Diagnostic yield (positive scans/total scans ordered) was calculated at the hospital and provider level. The study was not designed to assess appropriateness of imaging. RESULTS There was significant variation in utilization and diagnostic yield at the hospital level (chi-squared, p < 0.05). Diagnostic yield ranged from 4.2% to 8.2%; after adjusting for patient- and provider-level factors; the two hospitals with an emergency medicine residency training program had higher diagnostic yields (odds ratio [OR] 2.0, 95% confidence interval [CI] 1.6-2.5 and OR 1.9, 95% CI 1.5-2.4). There was no significant variation in diagnostic yield among the 90 providers after adjusting for patient, hospital, and provider characteristics. Providers with < 10 years of experience had lower odds of diagnosing a PE than more experienced graduates (OR 0.8, 95% CI 0.6-0.9). CONCLUSIONS Although we found significant variation in utilization of advanced radiography for PE and diagnostic yield at the hospital level, there was no significant variation at the provider level after adjusting for patient-, hospital-, and provider-level factors.

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Melissa L. McCarthy

George Washington University

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Scott L. Zeger

Johns Hopkins University

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Gabor D. Kelen

Johns Hopkins University School of Medicine

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Jennifer Lee

George Washington University

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Charles N. Paidas

University of South Florida

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Mary E. Aitken

University of Arkansas for Medical Sciences

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