Identifying pediatric emergency department visits for aggression using administrative claims data.

OBJECTIVE: Violence and aggressive behaviors among youth are a leading cause of Emergency Department (ED) mental health (MH) encounters. A consistent method is needed for public health research, to identify ED encounters associated with aggression. The aim of this study was to develop such a screening procedure. DATA SOURCES: Electronic records and administrative claims data related to MH related ED encounters at one of Pediatric Health Information System (PHIS) Children's Hospitals in the United States from January 1, 2019 to December 31, 2019. STUDY DESIGN: The authors selected a combination of ICD-10 codes to screen MH ED encounters for aggression; and then conducted a chart review to compare characteristics of groups that screened positive vs. screened negative, and groups with confirmed vs. without confirmed aggression. DATA EXTRACTION METHOD: Unique ED encounters associated with a MH related ICD-10 code from a one-year period at the study institution were extracted (n = 3092 MH ED encounters). Encounters with any aggression-associated codes were identified as "screen-positive" (N = 349). From the remaining "screen-negative" encounters, 352 unique encounters were randomly selected as a comparison group. Both groups were chart reviewed to investigate the accuracy of the screening method. MAIN FINDING: Chart review confirmed aggression in 287 of 349 screen-positive and 48 of 352 select screen-negative, chart-reviewed encounters. Additional codes were added, with a goal of finding the combination of codes with the highest accuracy. The resulting screen had sensitivity, specificity, positive and negative predictive values of 0.901, 0.817, 0.818, and 0.864, respectively. PRINCIPAL CONCLUSIONS: This paper presents a screening method for identifying ED encounters related to aggression. A replication study will be necessary to validate the method prior to applying to large claims data. If validated, it will support future research on this important population.

Major adverse kidney events after acute kidney injury in the pediatric intensive care unit: a propensity score-matched cohort study.

BACKGROUND: Acute kidney injury (AKI) in patients admitted to the pediatric intensive care unit (PICU) is associated with poor short-term and long-term outcomes. Greater awareness of long-term AKI-associated outcomes is needed to optimally plan follow-up and management after ICU discharge. We used propensity score methods to study associations between pediatric AKI and major adverse kidney outcomes, including mortality. METHODS: We included all children 6 months-18 years admitted to PICU at Seattle Children's Hospital from 7/1/2009 to 12/31/2018. Our primary outcome measure was Major Adverse Kidney Events at 30 days (MAKE30): creatinine > 200% of baseline, eGFR < 60 mL/min/1.73 m2, dialysis dependence, or mortality. Propensity scores for AKI development in PICU were generated using demographic, medical history, admission, and PICU hospitalization variables. Patients with AKI were matched to control patients without AKI. Logistic regression was used to test association between AKI status and MAKE30. RESULTS: In the unmatched cohort (n = 878), patients with AKI had lower platelet count (160 vs. 222) and higher PRISM III score (11 vs. 3.5). After propensity score matching, those with AKI vs. no AKI had similar PRISM III scores (9 vs. 10) and platelet count (163 vs. 159). AKI was significantly associated with MAKE30 after propensity score matching (OR: 2.97; 95% CI 1.82-4.84). CONCLUSIONS: Propensity score matching significantly reduced imbalance in baseline characteristics between those with and without AKI. After matching, AKI remained significantly associated with MAKE30. Patients who developed AKI were more likely to have abnormal kidney function at 30 and 90 days after ICU admission and may be at high risk for developing CKD in the future. A higher resolution version of the Graphical abstract is available as Supplementary information.

Diseases, Injuries, and Risk Factors in Child and Adolescent Health, 1990 to 2017: Findings From the Global Burden of Diseases, Injuries, and Risk Factors 2017 Study.

Importance: Understanding causes and correlates of health loss among children and adolescents can identify areas of success, stagnation, and emerging threats and thereby facilitate effective improvement strategies. Objective: To estimate mortality and morbidity in children and adolescents from 1990 to 2017 by age and sex in 195 countries and territories. Design, Setting, and Participants: This study examined levels, trends, and spatiotemporal patterns of cause-specific mortality and nonfatal health outcomes using standardized approaches to data processing and statistical analysis. It also describes epidemiologic transitions by evaluating historical associations between disease indicators and the Socio-Demographic Index (SDI), a composite indicator of income, educational attainment, and fertility. Data collected from 1990 to 2017 on children and adolescents from birth through 19 years of age in 195 countries and territories were assessed. Data analysis occurred from January 2018 to August 2018. Exposures: Being under the age of 20 years between 1990 and 2017. Main Outcomes and Measures: Death and disability. All-cause and cause-specific deaths, disability-adjusted life years, years of life lost, and years of life lived with disability. Results: Child and adolescent deaths decreased 51.7% from 13.77 million (95% uncertainty interval [UI], 13.60-13.93 million) in 1990 to 6.64 million (95% UI, 6.44-6.87 million) in 2017, but in 2017, aggregate disability increased 4.7% to a total of 145 million (95% UI, 107-190 million) years lived with disability globally. Progress was uneven, and inequity increased, with low-SDI and low-middle-SDI locations experiencing 82.2% (95% UI, 81.6%-82.9%) of deaths, up from 70.9% (95% UI, 70.4%-71.4%) in 1990. The leading disaggregated causes of disability-adjusted life years in 2017 in the low-SDI quintile were neonatal disorders, lower respiratory infections, diarrhea, malaria, and congenital birth defects, whereas neonatal disorders, congenital birth defects, headache, dermatitis, and anxiety were highest-ranked in the high-SDI quintile. Conclusions and Relevance: Mortality reductions over this 27-year period mean that children are more likely than ever to reach their 20th birthdays. The concomitant expansion of nonfatal health loss and epidemiological transition in children and adolescents, especially in low-SDI and middle-SDI countries, has the potential to increase already overburdened health systems, will affect the human capital potential of societies, and may influence the trajectory of socioeconomic development. Continued monitoring of child and adolescent health loss is crucial to sustain the progress of the past 27 years.