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1.
JAMA Netw Open ; 7(8): e2426402, 2024 Aug 01.
Article in English | MEDLINE | ID: mdl-39133489

ABSTRACT

Importance: Many US children and adolescents with mental and behavioral health (MBH) conditions do not access MBH services. One contributing factor is limited insurance coverage, which is influenced by state MBH insurance parity legislation. Objective: To investigate the association of patient-level factors and the comprehensiveness of state MBH insurance legislation with perceived poor access to MBH care and perceived inadequate MBH insurance coverage for US children and adolescents. Design, Setting, and Participants: This retrospective cross-sectional study was conducted using responses by caregivers of children and adolescents aged 6 to 17 years with MBH conditions in the National Survey of Children's Health and State Mental Health Insurance Laws Dataset from 2016 to 2019. Data analyses were conducted from May 2022 to January 2024. Exposure: MBH insurance legislation comprehensiveness defined by State Mental Health Insurance Laws Dataset (SMHILD) scores (range, 0-7). Main Outcomes and Measures: Perceived poor access to MBH care and perceived inadequacy of MBH insurance were assessed. Multivariable regression models adjusted for individual-level characteristics. Results: There were 29 876 caregivers of children and adolescents with MBH conditions during the study period representing 14 292 300 youths nationally (7 816 727 aged 12-17 years [54.7%]; 8 455 171 male [59.2%]; 292 543 Asian [2.0%], 2 076 442 Black [14.5%], and 9 942 088 White [69.6%%]; 3 202 525 Hispanic [22.4%]). A total of 3193 caregivers representing 1 770 492 children and adolescents (12.4%) perceived poor access to MBH care, and 3517 caregivers representing 1 643 260 of 13 175 295 children and adolescents (12.5%) perceived inadequate MBH insurance coverage. In multivariable models, there were higher odds of perceived poor access to MBH care among caregivers of Black (adjusted odds ratio [aOR], 1.35; 95% CI, 1.04-1.75) and Asian (aOR, 1.69; 95% CI, 1.01-2.84) compared with White children and adolescents. As exposures to adverse childhood experiences (ACEs) increased, the odds of perceived poor access to MBH care increased (aORs ranged from 1.68; 95%, CI 1.32-2.13 for 1 ACE to 4.28; 95% CI, 3.17-5.77 for ≥4 ACEs compared with no ACEs). Compared with living in states with the least comprehensive MBH insurance legislation (SMHILD score, 0-2), living in states with the most comprehensive legislation (SMHILD score, 5-7) was associated with lower odds of perceived poor access to MBH care (aOR, 0.79; 95% CI, 0.63-0.99), while living in states with moderately comprehensive legislation (score, 4) was associated with higher odds of perceived inadequate MBH insurance coverage (aOR, 1.23; 95% CI, 1.01-1.49). Conclusions and Relevance: In this study, living in states with the most comprehensive MBH insurance legislation was associated with lower odds of perceived poor access to MBH care among caregivers for children and adolescents with MBH conditions. This finding suggests that advocacy for comprehensive mental health parity legislation may promote improved child and adolescent access to MBH services.


Subject(s)
Health Services Accessibility , Insurance Coverage , Mental Health Services , Humans , Child , Adolescent , Health Services Accessibility/legislation & jurisprudence , Health Services Accessibility/statistics & numerical data , Cross-Sectional Studies , Male , Female , United States , Insurance Coverage/statistics & numerical data , Insurance Coverage/legislation & jurisprudence , Retrospective Studies , Mental Health Services/legislation & jurisprudence , Mental Health Services/statistics & numerical data , Insurance, Health/statistics & numerical data , Insurance, Health/legislation & jurisprudence , Mental Disorders
2.
J Adolesc Health ; 73(3): 486-493, 2023 09.
Article in English | MEDLINE | ID: mdl-37294253

ABSTRACT

PURPOSE: This study aimed to explore the health outcomes of adolescent survivors of sexual assault, as measured by subsequent emergency department (ED) utilization for mental and sexual health concerns. METHODS: This retrospective cohort study used the Pediatric Health Information System (PHIS) database. We included patients aged 11-18 years seen at a PHIS hospital with a primary diagnosis of sexual assault. The control group included age- and sex-matched patients seen for an injury. Participants were followed in PHIS for 3-10 years; subsequent ED visits for suicidality, sexually transmitted infection, pelvic inflammatory disease (PID), or pregnancy were identified, and likelihoods of each were compared using Cox proportional hazards models. RESULTS: The study population included 19,706 patients. ED return visit rates in the sexual assault and control groups were 7.9% versus 4.1% for suicidality, 1.8% versus 1.4% for sexually transmitted infection, 2.2% versus 0.8% for PID, and 1.7% versus 1.0% for pregnancy, respectively. Compared to controls, sexual assault patients were significantly more likely to return to the ED for suicidality throughout the follow-up period, with the highest hazard ratio of 6.31 (95% confidence interval 4.46-8.94) during the first 4 months. Sexual assault patients also had higher likelihood of returning for PID (hazard ratio 3.80, 95% confidence interval 3.07-4.71) throughout the follow-up period. DISCUSSION: Adolescents seen in the ED for sexual assault were significantly more likely to return to the ED for suicidality and sexual health concerns, highlighting the need for increased allocation of research and clinical resources to improve their care.


Subject(s)
Emergency Medical Services , Sex Offenses , Sexual Health , Sexually Transmitted Diseases , Female , Pregnancy , Humans , Child , Adolescent , Retrospective Studies , Emergency Service, Hospital
3.
Clin Toxicol (Phila) ; 61(4): 234-240, 2023 04.
Article in English | MEDLINE | ID: mdl-36919488

ABSTRACT

INTRODUCTION: Prescription drug monitoring programs are state-run databases designed to support safe prescribing of controlled substances and reduce prescription drug misuse. We analyzed healthcare claims data to determine the association between prescription drug monitoring programs with mandated provider review and adolescent and young adult benzodiazepine prescription dispensing and overdose. METHODS: We performed a state-level retrospective cohort study to evaluate the association between implementation of prescription drug monitoring programs with mandated provider review and benzodiazepine prescription dispensing and benzodiazepine-related overdoses among adolescents (13-18 years) and young adults (19-25 years) between 1 January 2008 and 31 December 2019. Data were obtained from a United States commercial health insurance company. RESULTS: There were 74,539 (1.8%) adolescents and 246,760 (4.0%) young adults with at least one benzodiazepine prescription dispensed. Benzodiazepine overdoses occurred among 1,569 (0.04%) and 3,202 (0.05%) adolescents and young adults, respectively. Implementation of a prescription drug monitoring program with mandated provider review was associated with a 6.8% (95% CI, 1.6-11.8) yearly reduction in benzodiazepine prescription dispensing among adolescents and a 12.5% (95% CI, 9.3-15.5) yearly reduction among young adults. There was no decrease in benzodiazepine overdoses in either age group (-15.4% [95% CI, -21.5 to 3.0] and -8.0% [95% CI, -18.0 to 3.2] yearly change in adolescents and young adults, respectively). DISCUSSION: Consistent with prior work, our study did not find an association between prescription drug monitoring program implementation and reduction in benzodiazepine-related overdoses among adolescents and young adults. However, the substantial reduction in benzodiazepine prescription dispensing is encouraging. CONCLUSION: Prescription drug monitoring programs were associated with decreases in benzodiazepine prescription dispensing, but not benzodiazepine-related overdoses in this cohort of adolescents and young adults. These findings serve to inform development of further policies to address rising rates of benzodiazepine misuse and overdose in this patient population.


Subject(s)
Drug Overdose , Prescription Drug Monitoring Programs , Humans , Adolescent , Young Adult , United States , Retrospective Studies , Benzodiazepines , Analgesics, Opioid/therapeutic use , Drug Overdose/epidemiology , Drug Prescriptions
4.
Ann Emerg Med ; 81(4): 429-437, 2023 04.
Article in English | MEDLINE | ID: mdl-36669914

ABSTRACT

STUDY OBJECTIVE: Prescription opioid use is associated with substance-related adverse outcomes among adolescents and young adults through a pathway of prescribing, diversion and misuse, and addiction and overdose. Assessing the effect of current prescription drug monitoring programs (PDMPs) on opioid prescribing and overdoses will further inform strategies to reduce opioid-related harms. METHODS: We performed interrupted time series analyses to measure the association between state-level implementation of PDMPs with annual opioid prescribing and opioid-related overdoses in adolescents (13 to 18 years) and young adults (19 to 25 years) between 2008 and 2019. We focused on PDMPs that included mandatory reviews by providers. Data were obtained from a commercial insurance company. RESULTS: Among 9,344,504 adolescents and young adults, 1,405,382 (15.0%) had a dispensed opioid prescription, and 6,262 (0.1%) received treatment for an opioid-related overdose. Mandated PDMP review was associated with a 4.2% (95% CI, 1.9% to 6.4%) reduction in annual opioid dispensations among adolescents and a 7.8% (95% CI, 4.7% to 10.9%) annual reduction among young adults. For opioid-related overdoses, mandated PDMP review was associated with a 16.1% (95% CI, 3.8 to 26.7) and 15.9% (95% CI, 7.6 to 23.4) reduction in annual opioid overdoses for adolescents and young adults, respectively. CONCLUSION: PDMPs were associated with sustained reductions in opioid prescribing and overdoses in adolescents and young adults. Although these findings support the value of mandated PDMPs as part of ongoing strategies to reduce opioid overdoses, further studies with prospective study designs are needed to characterize the effect of these programs fully.


Subject(s)
Drug Overdose , Opiate Overdose , Prescription Drug Misuse , Prescription Drug Monitoring Programs , Humans , Adolescent , Young Adult , Analgesics, Opioid/therapeutic use , Opiate Overdose/drug therapy , Prospective Studies , Practice Patterns, Physicians' , Drug Overdose/drug therapy , Drug Overdose/epidemiology , Drug Overdose/prevention & control , Prescription Drug Misuse/prevention & control
5.
Pediatrics ; 151(1)2023 01 01.
Article in English | MEDLINE | ID: mdl-36530158

ABSTRACT

OBJECTIVES: Emergency department (ED) utilization by children with mental and behavioral health (MBH) conditions is increasing. During these visits, pharmacologic restraint may be used to manage acute agitation. Factors associated with pharmacologic restraint use are not well described. METHODS: This was a retrospective cohort study of ED visits from the Pediatric Health Information System database, 2010-2020. We included visits by children 3-21 years with a primary MBH diagnosis and identified visits with pharmacologic restraint. Regression models were used to analyze the association between patient- and hospital-level factors and restraint. RESULTS: Of 545 800 ED MBH visits over the study period, 22 194 visits (4.1%) involved pharmacologic restraint use. In multivariable analysis, restraint was associated with ages 18-21 years (odds ratio [OR], 1.88; 95% confidence interval [CI], 1.59-2.22), male sex (OR, 1.25; 95% CI, 1.16-1.34), Black race (OR, 1.22; 95% CI, 1.09-1.35), visits starting overnight (OR, 1.68; 95% CI, 1.45-1.96), or the weekend (OR, 1.26; 95% CI, 1.22-1.30), and repeat ED visits (OR, 1.31; 95% CI, 1.17-1.47). Every 100-visit increase in average annual MBH volume was associated with a 0.09% decrease in restraint (95% CI, -0.15 to -0.04) with no significant association between average annual ED volume and restraint (95% CI, -0.25 to 0.25). CONCLUSIONS: For children in the ED with MBH conditions, ages 18-21 years, male sex, Black race, visits starting overnight or the weekend, and repeat ED visits were associated with pharmacologic restraint. These results can inform strategies to reduce restraint use and ensure safe and equitable ED care.


Subject(s)
Mental Disorders , Humans , Child , Male , Adolescent , Young Adult , Adult , Retrospective Studies , Emergency Service, Hospital , Hospitals , Odds Ratio
6.
Pediatrics ; 151(1)2023 01 01.
Article in English | MEDLINE | ID: mdl-36541052

ABSTRACT

BACKGROUND AND OBJECTIVES: Recent studies have reported increasing eating disorder incidence and severity following the coronavirus disease 2019 (COVID-19) pandemic. In a diverse cohort of pediatric hospitals, we examined trends in the volume of emergency visits and inpatient admissions for eating disorders before and during the pandemic. METHODS: We examined monthly trends in volume of patients with eating disorders (identified by principal International Classification of Diseases, 10th Revision, diagnosis codes) across 38 hospitals in the Pediatric Health Information System pre- (January 2018-March 2020) and post-COVID-19 onset (April 2020-June 2022). Using interrupted time series analysis, we examined the pre- and post monthly trends in eating disorder emergency and inpatient volume. RESULTS: Before the pandemic, eating disorder emergency visit volume was increasing by 1.50 visits per month (P = .006), whereas in the first year postonset, visits increased by 12.9 per month (P < .001), followed by a 6.3 per month decrease in the second year postonset (P < .001). Pre-COVID-19, eating disorder inpatient volume was increasing by 1.70 admissions per month (P = .01). In the first year postonset, inpatient volume increased by 11.9 per month (P < .001), followed by a 7.6 per month decrease in the second year postonset (P < .001). CONCLUSIONS: The volume of patients seeking emergency and inpatient eating disorder care at pediatric hospitals has increased dramatically since the pandemic onset and has not returned to prepandemic levels despite a decline in the second year postonset, with important implications for hospital capacity.


Subject(s)
COVID-19 , Feeding and Eating Disorders , Humans , Child , Pandemics , COVID-19/epidemiology , Hospitalization , Emergency Service, Hospital , Feeding and Eating Disorders/epidemiology , Feeding and Eating Disorders/therapy , Hospitals, Pediatric , Retrospective Studies
7.
J Emerg Med ; 63(6): 729-737, 2022 12.
Article in English | MEDLINE | ID: mdl-36289021

ABSTRACT

BACKGROUND: Foreign body ingestions are a common presentation in the emergency department (ED), particularly in young children. OBJECTIVE: We sought to determine whether the COVID-19 pandemic lockdowns had an effect on the proportion of foreign body ingestions. METHODS: We performed a retrospective review of the Pediatric Health Information System for patients younger than 19 years who were identified by International Classification of Diseases, Tenth Revision codes for foreign body ingestion. We analyzed patients in the following three groups: young children (younger than 5 years), school-aged children (5-12 years), and adolescents (13 years and older), using an interrupted time series analysis. Our primary outcome was the difference in proportion of foreign body ingestions. We compared 1 year after the declaration of the COVID-19 pandemic (March 13, 2020 to March 31, 2021) with the previous 3 years (March 1, 2017 to March 12, 2020). RESULTS: Total pediatric ED encounters decreased in the post period (p < 0.01); 4902 patients per year presented for foreign body ingestion pre-COVID-19 shutdown vs. 5235 patients per year post-COVID-19 shutdown. In all three age groups (young children, school-age children, and adolescents), there was a higher proportion of foreign body ingestions post-COVID-19 shutdown (p < 0.01, p < 0.01, and p = 0.028, respectively), driven primarily by the decrease in total ED encounters. In the youngest age group (younger than 5 years), there was also a significant increase in slope for foreign body ingestions post-COVID-19 (p = 0.010). CONCLUSIONS: The proportion of foreign body ingestions increased after the declaration of the COVID-19 pandemic, primarily driven by an overall decrease in total ED volume.


Subject(s)
COVID-19 , Foreign Bodies , Adolescent , Child , Humans , Child, Preschool , Pandemics , COVID-19/epidemiology , Communicable Disease Control , Foreign Bodies/epidemiology , Foreign Bodies/therapy , Retrospective Studies , Emergency Service, Hospital , Eating
8.
JAMA Pediatr ; 176(12): 1265-1266, 2022 12 01.
Article in English | MEDLINE | ID: mdl-36215054

ABSTRACT

This cohort study examines trends from 2008 to 2019 in dispensations of controlled medications to US adolescents and young adults.


Subject(s)
Biopharmaceutics , Adolescent , Humans , Young Adult
9.
Pediatrics ; 150(5)2022 11 01.
Article in English | MEDLINE | ID: mdl-36222092

ABSTRACT

BACKGROUND AND OBJECTIVES: Discharge from the emergency department (ED) involves a complex series of steps to ensure a safe transition to home and follow-up care. Preventable, discharge-related serious safety events (SSEs) in our ED highlighted local vulnerabilities. We aimed to improve ED discharge by implementing a standardized discharge process with emphasis on multidisciplinary communication and family engagement. METHODS: At a tertiary children's hospital, we used the model for improvement to revise discharge care. Interventions included a new discharge checklist, a provider huddle emphasizing discharge vital signs, and a scripted discharge review of instructions with families. We used statistical process control to evaluate performance. Primary outcomes included elimination of preventable, discharge-related SSEs and Press Ganey survey results assessing caregiver information for care of child at home. A secondary outcome was number of days between preventable low-level (near-miss, no or minimal harm) events. Process measures included discharge checklist adoption and vital sign acquisition. Balancing measures were length of stay (LOS) and return rates. RESULTS: Over the study period, there were no preventable SSEs and low-level event frequency improved to a peak of >150 days between events. Press Ganey responses regarding quality of discharge information did not change (62%). Checklist use was rapidly adopted, reaching 94%. Vital sign acquisition increased from 67% to 83%. There was no change in the balancing measures of median LOS or return visit rates. CONCLUSIONS: The development and implementation of a standardized discharge process led to the elimination of reported discharge-related events, without increasing LOS or return visits.


Subject(s)
Emergency Service, Hospital , Patient Discharge , Child , Humans , Length of Stay , Vital Signs , Tertiary Care Centers
10.
Pediatrics ; 149(6)2022 06 01.
Article in English | MEDLINE | ID: mdl-35641470

ABSTRACT

BACKGROUND: Prescription errors are a significant cause of iatrogenic harm in the health care system. Pediatric emergency department (ED) patients are particularly vulnerable to error. We sought to decrease prescription errors in an academic pediatric ED by 20% over a 24-month period by implementing identified national best practice guidelines. METHODS: From 2017 to 2019, a multidisciplinary, fellow-driven quality improvement (QI) project was conducted using the Model for Improvement. Four key drivers were identified including simplifying the electronic order entry into prescription folders, improving knowledge of dosing by indication, increasing error feedback to prescribers, and creating awareness of common prescription pitfalls. Four interventions were subsequently implemented. Outcome measures included prescription errors per 1000 prescriptions written for all medications and top 10 error-prone antibiotics. Process measures included provider awareness and use of prescription folders; the balancing measure was provider satisfaction. Differences in outcome measures were assessed by statistical process control methodology. Process and balancing measures were analyzed using 1-way analysis of variance and χ2 testing. RESULTS: Before our interventions, 8.6 errors per 1000 prescriptions written were identified, with 62% of errors from the top 10 most error-prone antibiotics. After interventions, error rate per 1000 prescriptions decreased from 8.6 to 4.5 overall and from 20.1 to 8.8 for top 10 error-prone antibiotics. Provider awareness of prescription folders was significantly increased. CONCLUSION: QI efforts to implement previously defined best practices, including simplifying and standardizing computerized provider order entry (CPOE), significantly reduced prescription errors. Synergistic effect of educational and technological efforts likely contributed to the measured improvement.


Subject(s)
Medical Order Entry Systems , Medication Errors , Anti-Bacterial Agents/therapeutic use , Child , Drug Prescriptions , Emergency Service, Hospital , Humans , Medication Errors/prevention & control
11.
Clin Toxicol (Phila) ; 60(6): 681-687, 2022 06.
Article in English | MEDLINE | ID: mdl-35025708

ABSTRACT

BACKGROUND AND OBJECTIVES: Anti-epileptic drugs (AEDs) are increasingly used to treat psychiatric conditions, exposing many children to potentially harmful medications. This includes adolescents, who are at higher risk for self-harm. The purpose of this study was to describe the epidemiology of pediatric AED poisonings and assess which AEDs are associated with more severe clinical outcomes. METHODS: This retrospective cross-sectional analysis examined single-substance AED exposure cases in pre-teens (10-14 years) and adolescents (15-19 years) reported to the National Poison Database System (NPDS) between 2000 and 2020 (cases through 2019 were included for trend analysis due to incomplete population data). We described characteristics of ingestions by age group, including AEDs implicated. RESULTS: There were 74,818 AED exposure cases reported to the NPDS, including 25,928 (34.7%) in pre-teens and 48,890 (65.3%) in adolescents. Among adolescents, 35,570 (72.8%) exposure cases were intentional, with 27,655 (56.6%) specifically related to a suspected suicide attempt. The most common AEDs implicated in poisonings were clonazepam (19.8%), valproic acid (15.3%), and lamotrigine (13.8%). The odds of hospitalization (adjusted odds ratio [aOR] 2.0 [95% confidence interval [CI], 2.0-2.1]), intubation (aOR 2.1 [95% CI, 1.8-2.4]), seizure (aOR 1.6 [95% CI, 1.4-1.9]), and serious outcome (aOR 1.8 [95% CI, 1.7-1.9]) were higher in the adolescent group compared to the pre-teen group. Intentional ingestions increased by a yearly rate of 2.8% (95% CI, 2.3-3.2). Intentional tiagabine exposure was associated with the greatest increased odds of serious outcome (aOR 4.7 [95% CI, 3.6-6.3]). DISCUSSION: In this cross-sectional analysis of pediatric AED exposure cases reported to the NPDS, AED poisonings among pre-teens and adolescents increased significantly between 2000 and 2019. Of particular concern is the large increase in intentional exposure cases related to AEDs. With the population-adjusted rate of epilepsy diagnoses remaining relatively unchanged, these results may indicate that the rise in AED exposure cases may be related to increased prescribing of AEDs for psychiatric indications as opposed to epilepsy. CONCLUSIONS: Pediatric AED poisonings reported to the NPDS are increasing, especially among adolescents engaging in intentional ingestions. These findings provide additional information for consideration in risk-benefit assessments when selecting medications for the treatment of psychiatric conditions in children.


Subject(s)
Anticonvulsants , Epilepsy , Adolescent , Anticonvulsants/therapeutic use , Child , Cross-Sectional Studies , Epilepsy/drug therapy , Epilepsy/epidemiology , Humans , Lamotrigine , Retrospective Studies
13.
Am J Emerg Med ; 51: 53-57, 2022 01.
Article in English | MEDLINE | ID: mdl-34673476

ABSTRACT

OBJECTIVE: Understanding differences in mortality rate secondary to sepsis between pediatric and general emergency departments (EDs) would help identify strategies to improve pediatric sepsis care. We aimed to determine if pediatric sepsis mortality differs between pediatric and general EDs. METHODS: We performed a nationally representative, retrospective cohort study using the 2008-2017 Nationwide Emergency Department Sample (NEDS) to examine visits by patients less than 19 years old with a diagnostic code of severe sepsis or septic shock. We generated national estimates of study outcomes using NEDS survey weights. We compared pediatric to general EDs on the outcomes of ED mortality and hospital mortality. We determined adjusted mortality risk using logistic regression, controlling for age, gender, complex care code, and geographic region. RESULTS: There were 54,129 weighted pediatric ED visits during the study period with a diagnosis code of severe sepsis or septic shock. Of these visits, 285 died in the ED (0.58%) and 5065 died during their hospital stay (9.8%). Mortality risk prior to ED disposition in pediatric and general EDs was 0.31% and 0.72%, respectively (adjusted odds ratio (aOR), 95% confidence interval (CI): 0.36 (0.14-0.93)). Mortality risk prior to hospital discharge in pediatric and general EDs was 7.5% and 10.9%, respectively (aOR, 95% CI: 0.55 (0.41-0.72)). CONCLUSIONS: In a nationally representative sample, pediatric mortality from severe sepsis or septic shock was lower in pediatric EDs than in general EDs. Identifying features of pediatric ED care associated with improved sepsis mortality could translate into improved survival for children wherever they present with sepsis.


Subject(s)
Sepsis/mortality , Adolescent , Child , Child, Preschool , Cross-Sectional Studies , Emergency Service, Hospital , Female , Hospital Mortality , Hospitals, Pediatric , Humans , Infant , Infant, Newborn , Logistic Models , Male , Multivariate Analysis , Retrospective Studies , Sepsis/therapy , Survival Rate , United States/epidemiology
14.
J Am Med Inform Assoc ; 28(8): 1736-1745, 2021 07 30.
Article in English | MEDLINE | ID: mdl-34010406

ABSTRACT

OBJECTIVE: To compare the accuracy of computer versus physician predictions of hospitalization and to explore the potential synergies of hybrid physician-computer models. MATERIALS AND METHODS: A single-center prospective observational study in a tertiary pediatric hospital in Boston, Massachusetts, United States. Nine emergency department (ED) attending physicians participated in the study. Physicians predicted the likelihood of admission for patients in the ED whose hospitalization disposition had not yet been decided. In parallel, a random-forest computer model was developed to predict hospitalizations from the ED, based on data available within the first hour of the ED encounter. The model was tested on the same cohort of patients evaluated by the participating physicians. RESULTS: 198 pediatric patients were considered for inclusion. Six patients were excluded due to incomplete or erroneous physician forms. Of the 192 included patients, 54 (28%) were admitted and 138 (72%) were discharged. The positive predictive value for the prediction of admission was 66% for the clinicians, 73% for the computer model, and 86% for a hybrid model combining the two. To predict admission, physicians relied more heavily on the clinical appearance of the patient, while the computer model relied more heavily on technical data-driven features, such as the rate of prior admissions or distance traveled to hospital. DISCUSSION: Computer-generated predictions of patient disposition were more accurate than clinician-generated predictions. A hybrid prediction model improved accuracy over both individual predictions, highlighting the complementary and synergistic effects of both approaches. CONCLUSION: The integration of computer and clinician predictions can yield improved predictive performance.


Subject(s)
Emergency Service, Hospital , Hospitalization , Child , Computers , Humans , Patient Discharge , Predictive Value of Tests , United States
15.
Am J Emerg Med ; 46: 34-37, 2021 08.
Article in English | MEDLINE | ID: mdl-33714052

ABSTRACT

OBJECTIVES: Little is known regarding the differences in microbiology associated with cellulitis or abscess with or without lymphangitic streaking. The objective of our study is to assess whether there are differences in the pathogens identified from wound cultures of patients with paronychia with and without associated lymphangitis. METHODS: Retrospective cross-sectional study at a tertiary pediatric emergency department over 25 years. We opted to assess patients with paronychia of the finger, assuming that these cases will have a greater variety of causative pathogens compared to other cases of cellulitis and soft tissue abscess that are associated with nail biting. Case identification was conducted using a computerized text-screening search that was refined by manual chart review. We included patients from 1 month to 20 years of age who underwent an incision and drainage (I&D) of a paronychia and had a culture obtained. The presence or absence of lymphangitis was determined from the clinical narrative in the medical record. We excluded patients treated with antibiotics prior to I&D as well as immune-compromised patients. We used descriptive statistics for prevalence and χ2 tests for categorical variables. RESULTS: Two hundred sixty-six patients met inclusion criteria. The median age was 9.7 years [IQR 4.7, 15.4] and 45.1% were female. Twenty-two patients (8.3%) had lymphangitic streaking associated with their paronychia. Patients with lymphangitis streaking were similar to those without lymphangitis in terms of age and sex (p = 0.52 and p = 0.82, respectively). Overall, the predominant bacteria was MSSA (40%) followed by MRSA (26%). No significant differences were found between the pathogens in the 22 patients with associated lymphangitis compared to the 244 patients without. CONCLUSION: Staphylococcus aureus represent the majority of pathogens in paronychia, although streptococcal species and gram-negative bacteria were also common. Among patients with paronychia of the finger, there seems to be no association between pathogen type and presence of lymphangitic streaking.


Subject(s)
Lymphangitis/microbiology , Child , Cross-Sectional Studies , Electronic Health Records , Female , Gram-Negative Bacterial Infections/microbiology , Humans , Lymphangitis/etiology , Male , Methicillin-Resistant Staphylococcus aureus , Natural Language Processing , Paronychia/complications , Paronychia/microbiology , Retrospective Studies , Staphylococcal Infections/microbiology
16.
J Pediatr ; 236: 276-283.e2, 2021 09.
Article in English | MEDLINE | ID: mdl-33771581

ABSTRACT

OBJECTIVES: To evaluate the trends and hospital variation in the use of pharmacologic restraint among pediatric mental health visits in the emergency department (ED). STUDY DESIGN: We examined ED visits with a mental health diagnosis in patients aged 3-21 years at children's hospital EDs from 2009 to 2019. We calculated the frequency of pharmacologic restraint use and determined visit characteristics associated with restraint use. We calculated cumulative percent change for visits with restraints and for all mental health visits. We used logistic regression to test trends over time and evaluate hospital variation in the frequency of restraint use. RESULTS: We identified 389 885 mental health ED visits (54.9% female, median age 14.3 years) and 13 643 (3.5%) visits with pharmacologic restraint use. Characteristics associated with pharmacologic restraint use were late adolescent age (18-21 years), male sex, Black race, non-Latino ethnicity, public insurance, and admission to the hospital (P < .001). During the study period, both mental health ED visits increased by 268% and mental health ED visits with pharmacologic restraint use increased by 370%. The rate of pharmacologic restraint in this patient population remained constant. Hospital use of pharmacologic restraint for mental health visits varied significantly across hospitals (1.6%-11.8%, P < .001). CONCLUSIONS: Pediatric mental health ED visits with and without pharmacologic restraint are increasing over time. In addition, the overall number of pharmacologic restraint use has increased threefold. Significant hospital variation in pharmacologic restraint use signifies an opportunity for standardization of care and restraint reduction.


Subject(s)
Antipsychotic Agents/administration & dosage , Emergency Service, Hospital , Hospitals, Pediatric , Mental Health Services , Adolescent , Age Factors , Child , Child, Preschool , Cross-Sectional Studies , Female , Humans , Injections, Intramuscular , Injections, Intravenous , Male , Medical Assistance/statistics & numerical data , Patient Admission/statistics & numerical data , Race Factors , Sex Factors , United States/epidemiology , Young Adult
17.
Hosp Pediatr ; 11(3): 277-283, 2021 03.
Article in English | MEDLINE | ID: mdl-33536252

ABSTRACT

BACKGROUND AND OBJECTIVES: Children with deep neck infections (DNIs) are increasingly being managed nonsurgically with intravenous antibiotics. Our objective was to examine variation in the management of children with DNIs across US children's hospitals. METHODS: We conducted a retrospective cohort study using the Pediatric Health Information System database. Children ≤12 years of age hospitalized for retropharyngeal or parapharyngeal abscesses from 2010 to 2018 were included. Hospital variation in management modality and imaging use was described. Temporal trends in management modality were assessed by using logistic regression. Medical management alone versus a combination of medical and surgical management was assessed, and the characteristics of children in these 2 groups were compared. The relationship between hospital rates of initial medical management and failed medical management was assessed by using linear regression. RESULTS: Hospitals varied widely in their rates of surgical management from 17% to 70%. The overall rate of surgical management decreased from 42.0% to 33.5% over the study period. Children managed surgically had higher rates of ICU admission (11.5% vs 3.2%; P < .001) and higher hospital charges ($25 241 vs $15 088; P < .001) compared with those managed medically alone. Seventy-three percent of children underwent initial medical management, of whom 17.9% went on to undergo surgery. Hospitals with higher rates of initial medical management had lower rates of failed medical management (ß = -.43). CONCLUSIONS: Although rates of surgical management of pediatric DNI are decreasing over time, there remains considerable variation in management across US children's hospitals. Children managed surgically have higher rates of resource use and costs.


Subject(s)
Pharyngeal Diseases , Retropharyngeal Abscess , Child , Hospitalization , Humans , Neck , Retropharyngeal Abscess/diagnosis , Retropharyngeal Abscess/epidemiology , Retropharyngeal Abscess/therapy , Retrospective Studies
18.
Pediatr Emerg Care ; 37(10): 507-512, 2021 Oct 01.
Article in English | MEDLINE | ID: mdl-30624420

ABSTRACT

OBJECTIVES: National guidelines for routine pediatric acute asthma care recommend providing corticosteroids, and discourage routinely obtaining chest radiographs (CXRs) and using antibiotics. We examined rates of adherence to all 3 of these aspects during emergency department (ED) visits and compared performance between pediatric and general EDs. METHODS: Using the National Hospital Ambulatory Medical Care Survey, we included all nontransfer ED visits for patients younger than 19 years with a diagnosis of asthma and treatment with albuterol from 2005 to 2015. Guideline-based care, defined as (1) corticosteroids, (2) no antibiotics, and (3) no CXR, was assessed for each visit. Hospitals were categorized as pediatric or general and compared according to rates of guideline-based care. Multivariable analyses were used to identify demographic and hospital-level characteristics associated with guideline-based care. RESULTS: More than 7 million ED visits met eligibility criteria. Antibiotic provision and CXR acquisition were significantly higher in general EDs (20% vs 11%, 40% vs 26%, respectively), while steroid provision was similar (63% vs 62%). Overall, 34% of visits involved guideline-based care, with a higher rate for pediatric EDs compared with general EDs (42% to 31%). Visit at a pediatric ED (odds ratio, 1.62 [confidence interval 1.17-2.25]) and black race (odds ratio, 1.48 [confidence interval 1.07-2.02]) were independently associated with guideline-based care in a multivariate analysis. CONCLUSIONS: Guideline-based care was more common in pediatric EDs, although only one-third of all pediatric-age visits met the definition of guideline-based care. Future policy and education efforts to reduce unnecessary antibiotic and CXR use for children with asthma are warranted.


Subject(s)
Asthma , Emergency Service, Hospital , Adrenal Cortex Hormones/therapeutic use , Asthma/drug therapy , Asthma/epidemiology , Child , Health Care Surveys , Humans , Odds Ratio , United States
19.
Pediatrics ; 145(1)2020 01.
Article in English | MEDLINE | ID: mdl-31882440

ABSTRACT

BACKGROUND: Provision of high-quality care to acutely ill and injured children is a challenge to US hospitals because many have low pediatric volume. Delineating national trends in definitive pediatric acute care would inform improvements in care. METHODS: We analyzed emergency department (ED) visits by children between 2008 and 2016 in the Nationwide Emergency Department Sample, a weighted sample of 20% of EDs nationally. For each hospital annually, we determined the Hospital Capability Index (HCI) to determine the frequency of definitive acute care, defined as hospitalization instead of ED transfer. Hospitals were classified annually according to 2008 HCI quartiles to understand shifts in pediatric capability. RESULTS: The national median HCI was 0.06 (interquartile range: 0.01-0.17) in 2008 and 0.02 (interquartile range: 0.00-0.09) in 2016 (P < .001). Definitive care became less common regardless of annual pediatric volume, urban or rural designation, or condition frequency. In 2016, 2171 EDs (49.0%) had HCIs <0.013, which represented the lowest 25% of ED HCIs in 2008. Pediatric visits to EDs categorized in the bottom 2008 capability quartile more than doubled from 2.5 million in 2008 to 5.3 million in 2016. Despite decreasing capability, centers with higher annual pediatric volume and urban centers provided more definitive inpatient care and had fewer inter-ED transfers than lower-volume and rural centers. CONCLUSIONS: Across the United States from 2008 to 2016, hospital provision of definitive acute pediatric care decreased, and ED visits to the hospitals least likely to provide definitive care increased. Systems improvements are needed to support hospital-based acute care of children.


Subject(s)
Emergency Medical Services/supply & distribution , Emergency Service, Hospital/trends , Hospitals/trends , Patient Transfer/trends , Acute Disease/therapy , Adolescent , Child , Child, Preschool , Emergency Medical Services/trends , Humans , Kaplan-Meier Estimate , Longitudinal Studies , Pediatrics/statistics & numerical data , United States , Wounds and Injuries/therapy
20.
Pediatr Emerg Care ; 36(11): e620-e621, 2020 Nov.
Article in English | MEDLINE | ID: mdl-29346238

ABSTRACT

OBJECTIVE: The objective of this study was to determine the incidence and recent trends in serious pediatric emergency conditions. METHODS: We conducted a cross-sectional study of the Nationwide Emergency Department Sample from 2008 through 2014, and included patients with age below 18 years with a serious condition, defined as each diagnosis group in the diagnosis grouping system with a severity classification system score of 5. We calculated national incidences for each serious condition using annualized weighted condition counts divided by annual United States census child population counts. We determined the highest-incidence serious conditions over the study period and calculated percentage changes between 2008 and 2014 for each serious condition using a Poisson model. RESULTS: The 2008 incidence of serious conditions across the national child population was 1721 visits per million person-years (95% confidence interval, 1485-1957). This incidence increased to 2020 visits per million person-years (95% confidence interval, 1661-2379) in 2014. The most common serious conditions were serious respiratory diseases, septicemia, and serious neurologic diseases. Anaphylaxis was the condition with the largest change, increasing by 147%, from 101 to 249 visits per million person-years. CONCLUSIONS: The most common serious condition in children presenting to United States emergency departments is serious respiratory disease. Anaphylaxis is the fastest increasing serious condition. Additional research attention to these diagnoses is warranted.


Subject(s)
Anaphylaxis/epidemiology , Emergency Service, Hospital , Respiratory Tract Diseases/epidemiology , Adolescent , Child , Child, Preschool , Cross-Sectional Studies , Female , Hospital Charges , Hospitalization/statistics & numerical data , Humans , Incidence , Infant , Male , Retrospective Studies , Severity of Illness Index , United States/epidemiology
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