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Michelson KA, Bucher BT, Neuman MI. Cost and Late Hospital Care of Publicly Insured Children After Appendectomy. J Surg Res 2024; 297:41-46. [PMID: 38430861 PMCID: PMC11023751 DOI: 10.1016/j.jss.2024.02.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Revised: 01/03/2024] [Accepted: 02/05/2024] [Indexed: 03/05/2024]
Abstract
INTRODUCTION Immediate complications of appendicitis are common, but the prevalence of long-term complications is uncertain. METHODS We studied all publicly-insured children in the US with uncomplicated or complicated appendicitis in 2018-2019 using administrative claims. The main outcome was late hospital care defined as hospitalization or abdominal procedure within 180 d of an appendicitis discharge, excluding interval appendectomies. Time to late hospital care was evaluated using Cox regression. We evaluated health-care expenditures arising from appendicitis episodes. RESULTS Among 95,942 children with appendicitis, 5727 (6.0%) had late hospital care, with 5062 requiring rehospitalization and 2012 (2.1%) surgery. The median time to late hospital care was 10 d (interquartile range 4-33). Age under 5 y (compared with >14 y, hazard ratio [HR] 1.88, 95% confidence interval [CI] 1.70-2.08), complex chronic conditions (HR 2.35, 95% CI 2.13-2.59), and complicated appendicitis (HR 2.81, 95% CI 2.67, 2.96) were each associated with time to late hospital care. Expenditures over 180 d were a median $6553 and $19,589 respectively in those requiring no late hospital care versus those requiring it (P < 0.001). CONCLUSIONS Late hospital care is uncommon in pediatric appendicitis but is costly. Prevention efforts should be targeted to the youngest, most complex children, and those with complicated appendicitis at presentation.
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Affiliation(s)
- Kenneth A Michelson
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts.
| | - Brian T Bucher
- Department of Surgery, University of Utah School of Medicine, Salt Lake City, Utah
| | - Mark I Neuman
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts
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2
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Michelson KA, McGarghan FLE, Patterson EE, Samuels-Kalow ME, Waltzman ML, Greco KF. Delayed diagnosis of serious paediatric conditions in 13 regional emergency departments. BMJ Qual Saf 2024; 33:293-300. [PMID: 36180208 DOI: 10.1136/bmjqs-2022-015314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Accepted: 09/16/2022] [Indexed: 11/03/2022]
Abstract
OBJECTIVE To evaluate rates, risk factors and outcomes of delayed diagnosis of seven serious paediatric conditions. METHODS This was a retrospective, cross-sectional study of children under 21 years old visiting 13 community and tertiary emergency departments (EDs) with appendicitis, bacterial meningitis, intussusception, mastoiditis, ovarian torsion, sepsis or testicular torsion. Delayed diagnosis was defined as having a previous ED encounter within 1 week in which the condition was present per case review. Patients with delayed diagnosis were each matched to four control patients without delay by condition, facility and age. Conditional logistic regression models evaluated risk factors of delay. Complications were compared between by delayed diagnosis status. RESULTS Among 14 972 children, delayed diagnosis occurred in 1.1% (range 0.3% for sepsis to 2.6% for ovarian torsion). Hispanic (matched OR 2.71, 95% CI 1.69 to 4.35) and non-Hispanic black (OR 2.40, 95% CI 1.21 to 4.79) race/ethnicity were associated with delayed diagnosis, whereas Asian and other race/ethnicity were not. Public (OR 2.21, 95% CI 1.42 to 3.44) and other (OR 2.43, 95% CI 1.50 to 3.93) insurance were also associated with delay. Non-English language was associated with delay (OR 1.65, 95% CI 1.02 to 2.69). Abnormal vital signs were associated with a lower likelihood of delay (OR 0.15, 95% CI 0.09 to 0.25). In an adjusted model, Hispanic race/ethnicity, other insurance, abnormal vital signs and complex chronic conditions (CCCs) were associated with delay. The odds of a complication were 2.5-fold (95% CI 1.6 to 3.8) higher among patients with a delay. CONCLUSION Delayed diagnosis was uncommon across 13 regional EDs but was more likely among children with Hispanic ethnicity, CCCs or normal vital signs. Delays were associated with a higher risk of complications.
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Affiliation(s)
- Kenneth A Michelson
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts, USA
- Department of Pediatrics, South Shore Hospital, Weymouth, Massachusetts, USA
| | - Finn L E McGarghan
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Emma E Patterson
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts, USA
| | | | - Mark L Waltzman
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts, USA
- Department of Pediatrics, South Shore Hospital, Weymouth, Massachusetts, USA
| | - Kimberly F Greco
- Institutional Centers for Clinical and Translational Research, Boston Children's Hospital, Boston, Massachusetts, USA
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3
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Michelson KA, Rees CA, Florin TA, Bachur RG. Emergency Department Volume and Delayed Diagnosis of Serious Pediatric Conditions. JAMA Pediatr 2024; 178:362-368. [PMID: 38345811 PMCID: PMC10862268 DOI: 10.1001/jamapediatrics.2023.6672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 12/14/2023] [Indexed: 02/15/2024]
Abstract
Importance Diagnostic delays are common in the emergency department (ED) and may predispose to worse outcomes. Objective To evaluate the association of annual pediatric volume in the ED with delayed diagnosis. Design, Setting, and Participants This retrospective cohort study included all children younger than 18 years treated at 954 EDs in 8 states with a first-time diagnosis of any of 23 acute, serious conditions: bacterial meningitis, compartment syndrome, complicated pneumonia, craniospinal abscess, deep neck infection, ectopic pregnancy, encephalitis, intussusception, Kawasaki disease, mastoiditis, myocarditis, necrotizing fasciitis, nontraumatic intracranial hemorrhage, orbital cellulitis, osteomyelitis, ovarian torsion, pulmonary embolism, pyloric stenosis, septic arthritis, sinus venous thrombosis, slipped capital femoral epiphysis, stroke, or testicular torsion. Patients were identified using the Healthcare Cost and Utilization Project State ED and Inpatient Databases. Data were collected from January 2015 to December 2019, and data were analyzed from July to December 2023. Exposure Annual volume of children at the first ED visited. Main Outcomes and Measures Possible delayed diagnosis, defined as a patient with an ED discharge within 7 days prior to diagnosis. A secondary outcome was condition-specific complications. Rates of possible delayed diagnosis and complications were determined. The association of volume with delayed diagnosis across conditions was evaluated using conditional logistic regression matching on condition, age, and medical complexity. Condition-specific volume-delay associations were tested using hierarchical logistic models with log volume as the exposure, adjusting for age, sex, payer, medical complexity, and hospital urbanicity. The association of delayed diagnosis with complications by condition was then examined using logistic regressions. Results Of 58 998 included children, 37 211 (63.1%) were male, and the mean (SD) age was 7.1 (5.8) years. A total of 6709 (11.4%) had a complex chronic condition. Delayed diagnosis occurred in 9296 (15.8%; 95% CI, 15.5-16.1). Each 2-fold increase in annual pediatric volume was associated with a 26.7% (95% CI, 22.5-30.7) decrease in possible delayed diagnosis. For 21 of 23 conditions (all except ectopic pregnancy and sinus venous thrombosis), there were decreased rates of possible delayed diagnosis with increasing ED volume. Condition-specific complications were 11.2% (95% CI, 3.1-20.0) more likely among patients with a possible delayed diagnosis compared with those without. Conclusions and Relevance EDs with fewer pediatric encounters had more possible delayed diagnoses across 23 serious conditions. Tools to support timely diagnosis in low-volume EDs are needed.
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Affiliation(s)
- Kenneth A. Michelson
- Division of Emergency Medicine, Department of Pediatrics, Ann & Robert Lurie Children’s Hospital, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Chris A. Rees
- Division of Pediatric Emergency Medicine, Emory University School of Medicine, Atlanta, Georgia
| | - Todd A. Florin
- Division of Emergency Medicine, Department of Pediatrics, Ann & Robert Lurie Children’s Hospital, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Richard G. Bachur
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, Massachusetts
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Freiman EC, Monuteaux MC, Michelson KA. Variation and Drivers of Costs for Emergency Department Visits Among Children in 8 States. Hosp Pediatr 2024; 14:258-264. [PMID: 38505934 PMCID: PMC11015896 DOI: 10.1542/hpeds.2023-007417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/17/2024] [Indexed: 03/21/2024]
Abstract
OBJECTIVE To describe variation in costs for emergency department (ED) visits among children and to assess hospital and regional factors associated with costs. METHODS Cross-sectional study of all ED encounters among children under 18 years in 8 states from 2014 to 2018. The primary outcome was each hospital's mean inflation-adjusted ED costs. We evaluated variability in costs between hospitals and determined factors associated with costs using hierarchical linear models at the state, region, and hospital levels. Models adjusted for pediatric case mix, regional wages, Medicaid share, trauma status, critical access status, ownership, and market competitiveness. RESULTS We analyzed 22.9 million ED encounters across 713 hospitals. The median ED-level cost was $269 (range 99-1863). There was a 5.1-fold difference in median ED-level costs between the lowest- and highest-cost regions (range 119-605). ED-level costs were associated with case mix index (+38% per 10% increase, 95% confidence interval [CI] 30 to 47); wages [+7% per 10% increase, 95% CI 5 to 9]); critical access (adjusted costs, +24%, 95% CI 13 to 35); for profit status (-20%, 95% CI -26 to -14) compared with nonprofit, lowest trauma designation (+17%, 95% CI 5 to 30); teaching hospital status (+7%, 95% CI 1 to 14); highest number of inpatient beds (+13%, 95% CI 4 to 23); and Medicaid share versus quarter (Q)1 (Q2: -12%, 95% CI -18 to -7; Q3: -13%, 95% CI -19 to -7; Q4: -11%, 95% CI -17 to -4). CONCLUSIONS Our results suggest nonclinical factors are important drivers of pediatric health care costs.
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Affiliation(s)
- Eli C Freiman
- Division of Emergency Medicine, Newton Wellesley Hospital, Newton, Massachusetts
| | - Michael C Monuteaux
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts
| | - Kenneth A Michelson
- Division of Emergency Medicine, Lurie Children's Hospital of Chicago, Chicago, Illinois
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Green RS, Sartori LF, Florin TA, Aronson PL, Lee BE, Chamberlain JM, Hunt KM, Michelson KA, Nigrovic LE. Predictors of Invasive Bacterial Infection in Febrile Infants Aged 2 to 6 Months in the Emergency Department. J Pediatr 2024; 270:114017. [PMID: 38508484 DOI: 10.1016/j.jpeds.2024.114017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 02/29/2024] [Accepted: 03/12/2024] [Indexed: 03/22/2024]
Abstract
Our goal was to identify predictors of invasive bacterial infection (ie, bacteremia and bacterial meningitis) in febrile infants aged 2-6 months. In our multicenter retrospective cohort, older age and lower temperature identified infants at low risk for invasive bacterial infection who could safely avoid routine testing.
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Affiliation(s)
- Rebecca S Green
- Division of Emergency Medicine, Boston Children's Hospital, Boston, MA; Division of Emergency Medicine, Children's Hospital of Philadelphia, Philadelphia, PA.
| | - Laura F Sartori
- Division of Emergency Medicine, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Todd A Florin
- Division of Emergency Medicine, Ann and Robert H. Lurie Children's Hospital; Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Paul L Aronson
- Section of Pediatric Emergency Medicine, Departments of Pediatrics and of Emergency Medicine, Yale School of Medicine, New Haven, CT
| | - Brian E Lee
- Division of Emergency Medicine, Children's Hospital of Philadelphia, Philadelphia, PA; Division of Emergency Medicine, Children's National Hospital, Washington, DC
| | - James M Chamberlain
- Division of Emergency Medicine, Children's National Hospital, Washington, DC
| | - Kathryn M Hunt
- Division of Emergency Medicine, Boston Children's Hospital, Boston, MA
| | - Kenneth A Michelson
- Division of Emergency Medicine, Boston Children's Hospital, Boston, MA; Division of Emergency Medicine, Ann and Robert H. Lurie Children's Hospital; Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Lise E Nigrovic
- Division of Emergency Medicine, Boston Children's Hospital, Boston, MA
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Barak-Corren Y, Wolf R, Rozenblum R, Creedon JK, Lipsett SC, Lyons TW, Michelson KA, Miller KA, Shapiro DJ, Reis BY, Fine AM. Harnessing the Power of Generative AI for Clinical Summaries: Perspectives From Emergency Physicians. Ann Emerg Med 2024:S0196-0644(24)00078-7. [PMID: 38483426 DOI: 10.1016/j.annemergmed.2024.01.039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 01/24/2024] [Accepted: 01/29/2024] [Indexed: 04/14/2024]
Abstract
STUDY OBJECTIVE The workload of clinical documentation contributes to health care costs and professional burnout. The advent of generative artificial intelligence language models presents a promising solution. The perspective of clinicians may contribute to effective and responsible implementation of such tools. This study sought to evaluate 3 uses for generative artificial intelligence for clinical documentation in pediatric emergency medicine, measuring time savings, effort reduction, and physician attitudes and identifying potential risks and barriers. METHODS This mixed-methods study was performed with 10 pediatric emergency medicine attending physicians from a single pediatric emergency department. Participants were asked to write a supervisory note for 4 clinical scenarios, with varying levels of complexity, twice without any assistance and twice with the assistance of ChatGPT Version 4.0. Participants evaluated 2 additional ChatGPT-generated clinical summaries: a structured handoff and a visit summary for a family written at an 8th grade reading level. Finally, a semistructured interview was performed to assess physicians' perspective on the use of ChatGPT in pediatric emergency medicine. Main outcomes and measures included between subjects' comparisons of the effort and time taken to complete the supervisory note with and without ChatGPT assistance. Effort was measured using a self-reported Likert scale of 0 to 10. Physicians' scoring of and attitude toward the ChatGPT-generated summaries were measured using a 0 to 10 Likert scale and open-ended questions. Summaries were scored for completeness, accuracy, efficiency, readability, and overall satisfaction. A thematic analysis was performed to analyze the content of the open-ended questions and to identify key themes. RESULTS ChatGPT yielded a 40% reduction in time and a 33% decrease in effort for supervisory notes in intricate cases, with no discernible effect on simpler notes. ChatGPT-generated summaries for structured handoffs and family letters were highly rated, ranging from 7.0 to 9.0 out of 10, and most participants favored their inclusion in clinical practice. However, there were several critical reservations, out of which a set of general recommendations for applying ChatGPT to clinical summaries was formulated. CONCLUSION Pediatric emergency medicine attendings in our study perceived that ChatGPT can deliver high-quality summaries while saving time and effort in many scenarios, but not all.
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Affiliation(s)
- Yuval Barak-Corren
- Predictive Medicine Group, Computational Health Informatics Program, Boston Children's Hospital, Boston, MA; Division of Cardiology, Children's Hospital of Philadelphia, Philadelphia, PA.
| | - Rebecca Wolf
- Emergency Medicine Boston Children's Hospital, Boston, MA
| | - Ronen Rozenblum
- Harvard Medical School Boston, MA; Division of General Internal Medicine and Primary Care, Brigham and Women's Hospital, Boston, MA
| | - Jessica K Creedon
- Emergency Medicine Boston Children's Hospital, Boston, MA; Harvard Medical School Boston, MA
| | - Susan C Lipsett
- Emergency Medicine Boston Children's Hospital, Boston, MA; Harvard Medical School Boston, MA
| | - Todd W Lyons
- Emergency Medicine Boston Children's Hospital, Boston, MA; Harvard Medical School Boston, MA
| | | | - Kelsey A Miller
- Emergency Medicine Boston Children's Hospital, Boston, MA; Harvard Medical School Boston, MA
| | - Daniel J Shapiro
- Division of Pediatric Emergency Medicine, University of California, San Francisco, San Francisco, CA
| | - Ben Y Reis
- Predictive Medicine Group, Computational Health Informatics Program, Boston Children's Hospital, Boston, MA; Harvard Medical School Boston, MA
| | - Andrew M Fine
- Emergency Medicine Boston Children's Hospital, Boston, MA; Harvard Medical School Boston, MA
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Ramgopal S, Cotter JM, Navanandan N, Ambroggio L, Michelson KA, Florin TA. Radiographic uncertainty and outcomes of children with lower respiratory tract infections. Pediatr Pulmonol 2024. [PMID: 38415980 DOI: 10.1002/ppul.26943] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Accepted: 02/18/2024] [Indexed: 02/29/2024]
Affiliation(s)
- Sriram Ramgopal
- Department of Pediatrics, Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Jillian M Cotter
- Department of Pediatrics, Section of Hospital Medicine, Children's Hospital Colorado, University of Colorado, Aurora, Colorado, USA
| | - Nidhya Navanandan
- Department of Pediatrics, Section of Emergency Medicine, Children's Hospital Colorado, University of Colorado, Aurora, Colorado, USA
| | - Lilliam Ambroggio
- Department of Pediatrics, Section of Hospital Medicine, Children's Hospital Colorado, University of Colorado, Aurora, Colorado, USA
- Department of Pediatrics, Section of Emergency Medicine, Children's Hospital Colorado, University of Colorado, Aurora, Colorado, USA
| | - Kenneth A Michelson
- Department of Pediatrics, Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Todd A Florin
- Department of Pediatrics, Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
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8
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Bongiorno DM, Ravicz M, Nadeau NL, Michelson KA, Alpern ER, Myers SR, Samuels‐Kalow ME. Pediatric capacity crisis: A framework and strategies to prepare for a pediatric surge. J Am Coll Emerg Physicians Open 2024; 5:e13093. [PMID: 38230303 PMCID: PMC10790808 DOI: 10.1002/emp2.13093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2023] [Revised: 11/02/2023] [Accepted: 12/07/2023] [Indexed: 01/18/2024] Open
Abstract
A pediatric capacity crisis developed across the country in the Fall and Winter of 2022 due to a combination of factors, including a surge in respiratory viruses, staffing shortages, and historical closures of inpatient pediatric units. The COVID-19 pandemic and associated surge in critically ill adult patients demonstrated that health care systems and health care workers can quickly implement creative and collaborative system-wide solutions to deliver the best care possible during a capacity crisis. Similar solutions are needed to respond to future surges in pediatric volume and to maintain a high standard of care during such a surge. This paper aims to build upon insights from the COVID-19 and H1N1 pandemic responses and the 2022 pediatric capacity crisis. We provide specific recommendations addressing governmental/policy, hospital/health care system, and individual clinician strategies that can be implemented to manage future surges in pediatric patient volume.
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Affiliation(s)
- Diana M. Bongiorno
- Department of Emergency MedicineMassachusetts General HospitalBostonMassachusettsUSA
| | - Miranda Ravicz
- Departments of Internal Medicine and PediatricsMassachusetts General HospitalBostonMassachusettsUSA
| | - Nicole L. Nadeau
- Division of Pediatric Emergency MedicineDepartment of Emergency MedicineMassachusetts General HospitalBostonMassachusettsUSA
| | | | - Elizabeth R. Alpern
- Division of Emergency Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's HospitalNorthwestern University Feinberg School of MedicineChicagoIllinoisUSA
| | - Sage R. Myers
- Division of Emergency MedicineDepartment of Pediatrics, Children's Hospital of PhiladelphiaPerelman School of Medicine at the University of PennsylvaniaPhiladelphiaPennsylvaniaUSA
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Geanacopoulos AT, Neuman MI, Michelson KA. Cost of Pediatric Pneumonia Episodes With or Without Chest Radiography. Hosp Pediatr 2024; 14:146-152. [PMID: 38229532 PMCID: PMC10873478 DOI: 10.1542/hpeds.2023-007506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2024]
Abstract
BACKGROUND AND OBJECTIVES Despite its routine use, it is unclear whether chest radiograph (CXR) is a cost-effective strategy in the workup of community-acquired pneumonia (CAP) in the pediatric emergency department (ED). We sought to assess the costs of CAP episodes with and without CXR among children discharged from the ED. METHODS This was a retrospective cohort study within the Healthcare Cost and Utilization Project State ED and Inpatient Databases of children aged 3 months to 18 years with CAP discharged from any EDs in 8 states from 2014 to 2019. We evaluated total 28-day costs after ED discharge, including the index visit and subsequent care. Mixed-effects linear regression models adjusted for patient-level variables and illness severity were performed to evaluate the association between CXR and costs. RESULTS We evaluated 225c781 children with CAP, and 86.2% had CXR at the index ED visit. Median costs of the 28-day episodes, index ED visits, and subsequent visits were $314 (interquartile range [IQR] 208-497), $288 (IQR 195-433), and $255 (IQR 133-637), respectively. There was a $33 (95% confidence interval [CI] 22-44) savings over 28-days per patient for those who received a CXR compared with no CXR after adjusting for patient-level variables and illness severity. Costs during subsequent visits ($26 savings, 95% CI 16-36) accounted for the majority of the savings as compared with the index ED visit ($6, 95% CI 3-10). CONCLUSIONS Performance of CXR for CAP diagnosis is associated with lower costs when considering the downstream provision of care among patients who require subsequent health care after initial ED discharge.
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Affiliation(s)
- Alexandra T Geanacopoulos
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts
| | - Mark I Neuman
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts
| | - Kenneth A Michelson
- Division of Emergency Medicine, Ann & Robert Lurie Children's Hospital of Chicago, Chicago, Illinois
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10
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Michelson KA, Bachur RG, Rangel SJ, Finkelstein JA, Monuteaux MC, Goyal MK. Disparities in Diagnostic Timeliness and Outcomes of Pediatric Appendicitis. JAMA Netw Open 2024; 7:e2353667. [PMID: 38270955 PMCID: PMC10811560 DOI: 10.1001/jamanetworkopen.2023.53667] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Accepted: 12/06/2023] [Indexed: 01/26/2024] Open
Abstract
This cohort study compares rates of delayed diagnosis and complications of appendicitis by race and ethnicity and Child Opportunity Index among children in 8 states.
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Affiliation(s)
- Kenneth A. Michelson
- Division of Emergency Medicine, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois
| | - Richard G. Bachur
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, Massachusetts
| | - Shawn J. Rangel
- Department of Surgery, Boston Children’s Hospital, Boston, Massachusetts
| | - Jonathan A. Finkelstein
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
| | - Michael C. Monuteaux
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, Massachusetts
| | - Monika K. Goyal
- Division of Emergency Medicine, Department of Pediatrics, Children’s National Hospital, George Washington University, Washington, DC
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11
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Rosen RH, Monuteaux MC, Stack AM, Michelson KA, Fine AM. Impact of a Bronchiolitis Clinical Pathway on Management Decisions by Preferred Language. Pediatr Qual Saf 2024; 9:e714. [PMID: 38322294 PMCID: PMC10843310 DOI: 10.1097/pq9.0000000000000714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Accepted: 01/06/2024] [Indexed: 02/08/2024] Open
Abstract
Background Clinical pathways standardize healthcare utilization, but their impact on healthcare equity is poorly understood. This study aims to measure the effect of a bronchiolitis pathway on management decisions by preferred language for care. Methods We included all emergency department encounters for patients aged 1-12 months with bronchiolitis from 1/1/2010 to 10/31/2020. The prepathway period ended 10/31/2011, and the postpathway period was 1/1/2012-10/31/2020. We performed retrospective interrupted time series analyses to assess the impact of the clinical pathway by English versus non-English preferred language on the following outcomes: chest radiography (CXR), albuterol use, 7-day return visit, 72-hour return to admission, antibiotic use, and corticosteroid use. Analyses were adjusted for presence of a complex chronic condition. Results There were 1485 encounters in the preperiod (77% English, 14% non-English, 8% missing) and 7840 encounters in the postperiod (79% English, 15% non-English, 6% missing). CXR, antibiotic, and albuterol utilization exhibited sustained decreases over the study period. Pathway impact did not differ by preferred language for any outcome except albuterol utilization. The prepost slope effect of albuterol utilization was 10% greater in the non-English versus the English group (p for the difference by language = 0.022). Conclusions A clinical pathway was associated with improvements in care regardless of preferred language. More extensive studies involving multiple pathways and care settings are needed to assess the impact of clinical pathways on health equity.
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Affiliation(s)
- Robert H. Rosen
- From the Division of Emergency Medicine, Boston Children’s Hospital, Boston, Mass
| | - Michael C. Monuteaux
- From the Division of Emergency Medicine, Boston Children’s Hospital, Boston, Mass
| | - Anne M. Stack
- From the Division of Emergency Medicine, Boston Children’s Hospital, Boston, Mass
| | - Kenneth A. Michelson
- From the Division of Emergency Medicine, Boston Children’s Hospital, Boston, Mass
| | - Andrew M. Fine
- From the Division of Emergency Medicine, Boston Children’s Hospital, Boston, Mass
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12
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Michelson KA, Bachur RG, Rangel SJ, Monuteaux MC, Mahajan P, Finkelstein JA. Emergency Department Volume and Delayed Diagnosis of Pediatric Appendicitis: A Retrospective Cohort Study. Ann Surg 2023; 278:833-838. [PMID: 37389457 PMCID: PMC10756921 DOI: 10.1097/sla.0000000000005972] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/01/2023]
Abstract
OBJECTIVE To determine the association of emergency department (ED) volume of children and delayed diagnosis of appendicitis. BACKGROUND Delayed diagnosis of appendicitis is common in children. The association between ED volume and delayed diagnosis is uncertain, but diagnosis-specific experience might improve diagnostic timeliness. METHODS Using Healthcare Cost and Utilization Project 8-state data from 2014 to 2019, we studied all children with appendicitis <18 years old in all EDs. The main outcome was probable delayed diagnosis: >75% likelihood that a delay occurred based on a previously validated measure. Hierarchical models tested associations between ED volumes and delay, adjusting for age, sex, and chronic conditions. We compared complication rates by delayed diagnosis occurrence. RESULTS Among 93,136 children with appendicitis, 3,293 (3.5%) had delayed diagnosis. Each 2-fold increase in ED volume was associated with a 6.9% (95% CI: 2.2, 11.3) decreased odds of delayed diagnosis. Each 2-fold increase in appendicitis volume was associated with a 24.1% (95% CI: 21.0, 27.0) decreased odds of delay. Those with delayed diagnosis were more likely to receive intensive care [odds ratio (OR): 1.81, 95% CI: 1.48, 2.21], have perforated appendicitis (OR: 2.81, 95% CI: 2.62, 3.02), undergo abdominal abscess drainage (OR: 2.49, 95% CI: 2.16, 2.88), have multiple abdominal surgeries (OR: 2.56, 95% CI: 2.13, 3.07), or develop sepsis (OR: 2.02, 95% CI: 1.61, 2.54). CONCLUSIONS Higher ED volumes were associated with a lower risk of delayed diagnosis of pediatric appendicitis. Delay was associated with complications.
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Affiliation(s)
| | - Richard G Bachur
- Division of Emergency Medicine, Boston Children's Hospital, Boston, MA
| | - Shawn J Rangel
- Department of Surgery, Boston Children's Hospital, Boston, MA
| | | | - Prashant Mahajan
- Departments of Emergency Medicine and Pediatrics, University of Michigan, Ann Arbor, MI
| | - Jonathan A Finkelstein
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA
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Gearhart A, Esteso P, Sperotto F, Elia EG, Michelson KA, Lipsitz S, Sun M, Knoll C, Vanderpluym C. Nucleated Red Blood Cells Are Predictive of In-Hospital Mortality for Pediatric Patients. Pediatr Emerg Care 2023; 39:907-912. [PMID: 37246140 PMCID: PMC10981975 DOI: 10.1097/pec.0000000000002980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
PURPOSE We sought to establish whether nucleated red blood cells (NRBCs) are predictive of disposition, morbidity, and mortality for pediatric patients presenting to the emergency department (ED). METHODS A single-center retrospective cohort study examining all ED encounters from patients aged younger than 19 years between January 2016 and March 2020, during which a complete blood count was obtained. Univariate analysis and multivariable logistic regression were used to test the presence of NRBCs as an independent predictor of patient-related outcomes. RESULTS The prevalence of NRBCs was 8.9% (4195/46,991 patient encounters). Patient with NRBCs were younger (median age 4.58 vs 8.23 years; P < 0.001). Those with NRBCs had higher rates of in-hospital mortality (30/2465 [1.22%] vs 65/21,741 [0.30%]; P < 0.001), sepsis (19% vs 12%; P < 0.001), shock (7% vs 4%; P < 0.001), and cardiopulmonary resuscitation (CPR) (0.62% vs 0.09%; P < 0.001). They were more likely to be admitted (59% vs 51%; P < 0.001), have longer median hospital length of stay {1.3 (interquartile range [IQR], 0.22-4.14) vs 0.8 days (IQR, 0.23-2.64); P < 0.001}, and median intensive care unit (ICU) length of stay (3.9 [IQR, 1.87-8.72] vs 2.6 days [IQR, 1.27-5.83]; P < 0.001). Multivariable regression revealed presence of NRBCs as an independent predictor for in-hospital mortality (adjusted odds ratio [aOR], 2.21; 95% confidence interval [CI], 1.38-3.53; P < 0.001), ICU admission (aOR, 1.30; 95% CI, 1.11-1.51; P < 0.001), CPR (aOR, 3.83; 95% CI, 2.33-6.30; P < 0.001), and 30-day return to the ED (aOR, 1.15; 95% CI, 1.15-1.26; P < 0.001). CONCLUSIONS The presence of NRBCs is an independent predictor for mortality, including in-hospital mortality, ICU admission, CPR, and readmission within 30 days for children presenting to the ED.
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Affiliation(s)
- Addison Gearhart
- Department of Cardiology, Boston Children’s Hospital, Boston, MA, 02115, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, 02115, USA
| | - Paul Esteso
- Department of Cardiology, Boston Children’s Hospital, Boston, MA, 02115, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, 02115, USA
| | - Francesca Sperotto
- Department of Cardiology, Boston Children’s Hospital, Boston, MA, 02115, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, 02115, USA
| | - Eleni G. Elia
- Department of Cardiology, Boston Children’s Hospital, Boston, MA, 02115, USA
| | - Kenneth A. Michelson
- Department of Pediatrics, Harvard Medical School, Boston, MA, 02115, USA
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, MA, 02115, USA
| | - Stu Lipsitz
- Department of Cardiology, Boston Children’s Hospital, Boston, MA, 02115, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, 02115, USA
| | - Mingwei Sun
- Clinical Research Informatics Team, Department of Pediatrics, Boston Children’s Hospital, Boston, MA, 02115, USA
| | - Christopher Knoll
- Department of Cardiology, Phoenix Children’s Hospital, Phoenix, AZ, 85016, USA
| | - Christina Vanderpluym
- Department of Cardiology, Boston Children’s Hospital, Boston, MA, 02115, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, 02115, USA
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14
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Michelson KA, Bachur RG, Cruz AT, Grubenhoff JA, Reeves SD, Chaudhari PP, Monuteaux MC, Dart AH, Finkelstein JA. Multicenter evaluation of a method to identify delayed diagnosis of diabetic ketoacidosis and sepsis in administrative data. Diagnosis (Berl) 2023; 10:383-389. [PMID: 37340621 PMCID: PMC10679849 DOI: 10.1515/dx-2023-0019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Accepted: 06/07/2023] [Indexed: 06/22/2023]
Abstract
OBJECTIVES To derive a method of automated identification of delayed diagnosis of two serious pediatric conditions seen in the emergency department (ED): new-onset diabetic ketoacidosis (DKA) and sepsis. METHODS Patients under 21 years old from five pediatric EDs were included if they had two encounters within 7 days, the second resulting in a diagnosis of DKA or sepsis. The main outcome was delayed diagnosis based on detailed health record review using a validated rubric. Using logistic regression, we derived a decision rule evaluating the likelihood of delayed diagnosis using only characteristics available in administrative data. Test characteristics at a maximal accuracy threshold were determined. RESULTS Delayed diagnosis was present in 41/46 (89 %) of DKA patients seen twice within 7 days. Because of the high rate of delayed diagnosis, no characteristic we tested added predictive power beyond the presence of a revisit. For sepsis, 109/646 (17 %) of patients were deemed to have a delay in diagnosis. Fewer days between ED encounters was the most important characteristic associated with delayed diagnosis. In sepsis, our final model had a sensitivity for delayed diagnosis of 83.5 % (95 % confidence interval 75.2-89.9) and specificity of 61.3 % (95 % confidence interval 56.0-65.4). CONCLUSIONS Children with delayed diagnosis of DKA can be identified by having a revisit within 7 days. Many children with delayed diagnosis of sepsis may be identified using this approach with low specificity, indicating the need for manual case review.
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Affiliation(s)
| | - Richard G. Bachur
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, MA, USA
| | - Andrea T. Cruz
- Department of Pediatrics, Baylor College of Medicine, Houston, TX, USA
| | - Joseph A. Grubenhoff
- Section of Pediatric Emergency Medicine, University of Colorado School of Medicine, Aurora, CO, USA
- Children’s Hospital Colorado, Aurora, CO, USA
| | - Scott D. Reeves
- Division of Pediatric Emergency Medicine, Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA
| | - Pradip P. Chaudhari
- Division of Emergency and Transport Medicine, Children’s Hospital Los Angeles, Los Angeles, CA, USA
- Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA
| | | | - Arianna H. Dart
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, MA, USA
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15
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Cavallaro SC, Michelson KA, D'Ambrosi G, Monuteaux MC, Li J. Critical Revisits Among Children After Emergency Department Discharge. Ann Emerg Med 2023; 82:575-582. [PMID: 37462598 PMCID: PMC10889433 DOI: 10.1016/j.annemergmed.2023.06.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Revised: 06/02/2023] [Accepted: 06/05/2023] [Indexed: 08/11/2023]
Abstract
STUDY OBJECTIVE Identifying higher risk groups could reveal ways to prevent critical emergency department (ED) revisits. The study objectives were to determine the rate of critical ED revisits among children discharged from the ED and to identify factors associated with critical revisits. METHODS We performed a retrospective study using the Healthcare Cost and Utilization Project State ED Databases (SEDD) and the State Inpatient Databases (SID). We included data from 6 states from 2014 through 2017. Critical ED revisit was defined as either ICU admission or death within 3 days of the initial ED discharge. We included all patients younger than 21 years. The main outcome was the rate of critical ED revisit. We also determined the relative risk (RR) of a critical ED revisit for the most common index ED visit diagnoses. We used negative binomial regression to calculate incidence rate ratios (IRR) of a critical ED visit by pediatric volume and complex chronic conditions. RESULTS A total of 16.3 million children were discharged from an ED over the 4-year study period. There were 18,704 (0.1%) critical ED revisits, 180 (0.00001%) of whom died. Asthma (RR 2.24, 95% confidence interval [CI] [2.11 to 2.38) had the highest relative risk of a critical revisit among all ED diagnoses. Adjusting for hospital volume and patient age, patients with complex chronic conditions were also more likely to have a critical ED revisit (IRR 11.03, 95% CI, 7.76 to 15.67). CONCLUSIONS Critical revisits after ED discharge were uncommon among children in our study sample, with revisits resulting in patient death within 3 days of an ED discharge being rare. Given the short time interval between ED discharges, however, future research should focus on understanding higher risk patients among those with asthma and a history of complex chronic conditions.
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Affiliation(s)
- Sarah C Cavallaro
- Division of Emergency Medicine, Boston Children's Hospital, Boston, MA.
| | | | | | | | - Joyce Li
- Division of Emergency Medicine, Boston Children's Hospital, Boston, MA
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16
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Coughlin CG, Michelson KA, DeLong AJ, Stewart AM. Federal Funding for Children's Hospitals: Challenges and Critical Shortages for Pediatric Care. Pediatrics 2023; 152:e2023061714. [PMID: 37712144 DOI: 10.1542/peds.2023-061714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/18/2023] [Indexed: 09/16/2023] Open
Affiliation(s)
| | | | - Amy J DeLong
- Office of Government Relations, Boston Children's Hospital, Boston, Massachusetts
| | - Amanda M Stewart
- Division of Emergency Medicine, Children's National Hospital, Washington, District of Columbia
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17
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Overhage L, Hailu R, Busch AB, Mehrotra A, Michelson KA, Huskamp HA. Trends in Acute Care Use for Mental Health Conditions Among Youth During the COVID-19 Pandemic. JAMA Psychiatry 2023; 80:924-932. [PMID: 37436733 PMCID: PMC10339224 DOI: 10.1001/jamapsychiatry.2023.2195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Accepted: 04/21/2023] [Indexed: 07/13/2023]
Abstract
Importance Understanding how children's utilization of acute mental health care changed during the COVID-19 pandemic is critical for directing resources. Objective To examine youth acute mental health care use (emergency department [ED], boarding, and subsequent inpatient care) during the second year of the COVID-19 pandemic. Design, Setting, and Participants This cross-sectional analysis of national, deidentified commercial health insurance claims of youth mental health ED and hospital care took place between March 2019 and February 2022. Among 4.1 million commercial insurance enrollees aged 5 to 17 years, 17 614 and 16 815 youth had at least 1 mental health ED visit in the baseline year (March 2019-February 2020) and pandemic year 2 (March 2021-February 2022), respectively. Exposure The COVID-19 pandemic. Main outcomes and measures The relative change from baseline to pandemic year 2 was determined in (1) fraction of youth with 1 or more mental health ED visits; (2) percentage of mental health ED visits resulting in inpatient psychiatry admission; (3) mean length of inpatient psychiatric stay following ED visit; and (4) frequency of prolonged boarding (≥2 midnights) in the ED or a medical unit before admission to an inpatient psychiatric unit. Results Of 4.1 million enrollees, 51% were males and 41% were aged 13 to 17 years (vs 5-12 years) with 88 665 mental health ED visits. Comparing baseline to pandemic year 2, there was a 6.7% increase in youth with any mental health ED visits (95% CI, 4.7%-8.8%). Among adolescent females, there was a larger increase (22.1%; 95% CI, 19.2%-24.9%). The fraction of ED visits that resulted in a psychiatric admission increased by 8.4% (95% CI, 5.5%-11.2%). Mean length of inpatient psychiatric stay increased 3.8% (95% CI, 1.8%-5.7%). The fraction of episodes with prolonged boarding increased 76.4% (95% CI, 71.0%-81.0%). Conclusions and relevance Into the second year of the pandemic, mental health ED visits increased notably among adolescent females, and there was an increase in prolonged boarding of youth awaiting inpatient psychiatric care. Interventions are needed to increase inpatient child psychiatry capacity and reduce strain on the acute mental health care system.
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Affiliation(s)
- Lindsay Overhage
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
| | - Ruth Hailu
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
| | - Alisa B. Busch
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
- McLean Hospital, Belmont, Massachusetts
| | - Ateev Mehrotra
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
- Division of General Internal Medicine Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Kenneth A. Michelson
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, Massachusetts
| | - Haiden A. Huskamp
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
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18
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Brewster RC, Khazanchi R, Butler A, O'Meara D, Bagchi D, Michelson KA. The 2022 to 2023 Amoxicillin Shortage and Acute Otitis Media Treatment. Pediatrics 2023; 152:e2023062482. [PMID: 37555262 PMCID: PMC10895544 DOI: 10.1542/peds.2023-062482] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/23/2023] [Indexed: 08/10/2023] Open
Affiliation(s)
- Ryan Cl Brewster
- Boston Combined Residency Program at Boston Children's Hospital and Boston Medical Center, Boston, Massachusetts
- Department of Pediatrics
| | - Rohan Khazanchi
- Internal Medicine and Pediatrics, Harvard Medical School, Boston, Massachusetts
- Harvard Internal Medicine-Pediatrics Residency Program at Brigham and Women's Hospital, Boston Children's Hospital, and Boston Medical Center, Boston, Massachusetts
- FXB Center for Health and Human Rights, Harvard University, Boston, Massachusetts
| | - Alex Butler
- Boston Combined Residency Program at Boston Children's Hospital and Boston Medical Center, Boston, Massachusetts
- Department of Pediatrics
| | - Daniel O'Meara
- Boston Combined Residency Program at Boston Children's Hospital and Boston Medical Center, Boston, Massachusetts
- Department of Pediatrics
| | - Devika Bagchi
- Boston Combined Residency Program at Boston Children's Hospital and Boston Medical Center, Boston, Massachusetts
- Department of Pediatrics
| | - Kenneth A Michelson
- Department of Pediatrics
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts
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19
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Young AL, Monuteaux MC, Cooney TM, Michelson KA. Predictors of Delayed Diagnosis of Pediatric CNS Tumors in the Emergency Department. Pediatr Emerg Care 2023; 39:617-622. [PMID: 37079623 PMCID: PMC10527910 DOI: 10.1097/pec.0000000000002943] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/21/2023]
Abstract
OBJECTIVE Central nervous system (CNS) tumor diagnoses are frequently delayed in children, which may lead to adverse outcomes and undue burdens on families. Examination of factors associated with delayed emergency department (ED) diagnosis could identify approaches to reduce delays. STUDY DESIGN We performed a case-control study using data from 2014 to 2017 for 6 states. We included children aged 6 months to 17 years with a first diagnosis of CNS tumor in the ED. Cases had a delayed diagnosis, defined as 1 or more ED visits in the 140 days preceding tumor diagnosis (the mean prediagnostic symptomatic interval for pediatric CNS tumors in the United States). Controls had no such preceding visit. RESULTS We included 2828 children (2139 controls, 76%; 689 cases, 24%). Among cases, 68% had 1 preceding ED visit, 21% had 2, and 11% had 3 or more. Significant predictors of delayed diagnosis included presence of a complex chronic condition (adjusted odds ratio [aOR], 9.73; 95% confidence interval [CI], 6.67-14.20), rural hospital location (aOR, 6.37; 95% CI, 1.80-22.54), nonteaching hospital status (aOR, 3.05, compared with teaching hospitals; 95% CI, 1.94-4.80), age younger than 5 years (aOR, 1.57; 95% CI, 1.16-2.12), public insurance (aOR, 1.49, compared with private; 95% CI, 1.16-1.92), and Black race (aOR, 1.42, compared with White; 95% CI, 1.01-1.98). CONCLUSIONS Delayed ED diagnosis of pediatric CNS tumors is common and frequently requires multiple ED encounters. Prevention of delays should focus on careful evaluation of young or chronically ill children, mitigating disparities for Black and publicly insured children, and improving pediatric readiness in rural and nonteaching EDs.
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Affiliation(s)
- Ann L Young
- From the Division of Emergency Medicine, Boston Children's Hospital, Boston, MA
| | - Michael C Monuteaux
- From the Division of Emergency Medicine, Boston Children's Hospital, Boston, MA
| | - Tabitha M Cooney
- Department of Pediatric Oncology, Dana-Farber/Boston Children's Hospital, Boston, MA
| | - Kenneth A Michelson
- From the Division of Emergency Medicine, Boston Children's Hospital, Boston, MA
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20
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Michelson KA, Bachur RG, Grubenhoff JA, Cruz AT, Chaudhari PP, Reeves SD, Porter JJ, Monuteaux MC, Dart AH, Finkelstein JA. OUTCOMES OF MISSED DIAGNOSIS OF PEDIATRIC APPENDICITIS, NEW-ONSET DIABETIC KETOACIDOSIS, AND SEPSIS IN FIVE PEDIATRIC HOSPITALS. J Emerg Med 2023; 65:e9-e18. [PMID: 37355425 PMCID: PMC10527892 DOI: 10.1016/j.jemermed.2023.04.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Revised: 03/15/2023] [Accepted: 04/10/2023] [Indexed: 06/26/2023]
Abstract
BACKGROUND Missed diagnosis can predispose to worse condition-specific outcomes. OBJECTIVE To determine 90-day complication rates and hospital utilization after a missed diagnosis of pediatric appendicitis, new-onset diabetic ketoacidosis (DKA), and sepsis. METHODS We evaluated patients under 21 years of age visiting five pediatric emergency departments (EDs) with a study condition. Case patients had a preceding ED visit within 7 days of diagnosis and underwent case review to confirm a missed diagnosis. Control patients had no preceding ED visit. We compared complication rates and utilization between case and control patients after adjusting for age, sex, and insurance. RESULTS We analyzed 29,398 children with appendicitis, 5366 with DKA, and 3622 with sepsis, of whom 429, 33, and 46, respectively, had a missed diagnosis. Patients with missed diagnosis of appendicitis or DKA had more hospital days and readmissions; there were no significant differences for those with sepsis. Those with missed appendicitis were more likely to have abdominal abscess drainage (adjusted odds ratio [aOR] 3.0, 95% confidence interval [CI] 2.4-3.6) or perforated appendicitis (aOR 3.1, 95% CI 2.5-3.8). Those with missed DKA were more likely to have cerebral edema (aOR 4.6, 95% CI 1.5-11.3), mechanical ventilation (aOR 13.4, 95% CI 3.8-37.1), or death (aOR 28.4, 95% CI 1.4-207.5). Those with missed sepsis were less likely to have mechanical ventilation (aOR 0.5, 95% CI 0.2-0.9). Other illness complications were not significantly different by missed diagnosis. CONCLUSIONS Children with delayed diagnosis of appendicitis or new-onset DKA had a higher risk of 90-day complications and hospital utilization than those with a timely diagnosis.
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Affiliation(s)
- Kenneth A Michelson
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts
| | - Richard G Bachur
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts
| | - Joseph A Grubenhoff
- Section of Pediatric Emergency Medicine, University of Colorado School of Medicine, Aurora, Colorado; Children's Hospital Colorado, Aurora, Colorado
| | - Andrea T Cruz
- Divisions of Pediatric Emergency Medicine and Infectious Diseases, Baylor College of Medicine, Houston, Texas
| | - Pradip P Chaudhari
- Division of Emergency and Transport Medicine, Children's Hospital Los Angeles, Los Angeles, California; Keck School of Medicine of the University of Southern California, Los Angeles, California
| | - Scott D Reeves
- Division of Pediatric Emergency Medicine, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Ohio
| | - John J Porter
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts
| | - Michael C Monuteaux
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts
| | - Arianna H Dart
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts
| | - Jonathan A Finkelstein
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
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21
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Geanacopoulos AT, Neuman MI, Lipsett SC, Monuteaux MC, Michelson KA. Association of Chest Radiography With Outcomes in Pediatric Pneumonia: A Population-Based Study. Hosp Pediatr 2023:e2023007142. [PMID: 37340908 DOI: 10.1542/hpeds.2023-007142] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/22/2023]
Abstract
OBJECTIVE Chest radiograph (CXR) is often performed for the evaluation of community-acquired pneumonia (CAP) in the ED setting. We sought to evaluate the association of undergoing CXR with 7-day hospitalization after emergency department (ED) discharge among patients with CAP. METHODS This was a retrospective cohort study including children 3 months to 17 years discharged from any ED within 8 states from 2014 to 2019. We evaluated the association of CXR performance with 7-day hospitalization at both the patient and ED levels using mixed-effects logistic regression models accounting for markers of illness severity. Secondary outcomes included 7-day ED revisits and 7-day hospitalization with severe CAP. RESULTS Among 206 694 children with CAP, rates of 7-day ED revisit, hospitalization, and severe CAP were 8.9%, 1.6%, and 0.4%, respectively. After adjusting for illness severity, CXR was associated with fewer 7-day hospitalizations (1.6% vs. 1.7%, adjusted odds ratio: [aOR] 0.82, 95% confidence interval [CI]: 0.73-0.92). CXR performance varied somewhat between EDs (median 91.5%, IQR: 85.3%-95.0%). EDs in the highest quartile had fewer 7-day hospitalizations (1.4% vs 1.9%, aOR: 0.78, 95% CI: 0.65-0.94), ED revisits (8.5% vs 9.4%, aOR: 0.88, 95% CI: 0.80-0.96) and hospitalizations for severe CAP (0.3% vs. 0.5%, aOR: 0.70, 95% CI: 0.51-0.97) as compared to EDs with the lowest quartile of CXR utilization. CONCLUSIONS Among children discharged from the ED with CAP, performance of CXR was associated with a small but significant reduction in hospitalization within 7 days. CXR may be helpful in the prognostic evaluation of children with CAP discharged from the ED.
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Affiliation(s)
- Alexandra T Geanacopoulos
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts; and
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts
| | - Mark I Neuman
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts; and
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts
| | - Susan C Lipsett
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts; and
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts
| | - Michael C Monuteaux
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts; and
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts
| | - Kenneth A Michelson
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts; and
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts
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22
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Michelson KA, McGarghan FLE, Waltzman ML, Samuels-Kalow ME, Bachur RG. Community Validation of an Approach to Detect Delayed Diagnosis of Appendicitis in Big Databases. Hosp Pediatr 2023:191472. [PMID: 37271781 DOI: 10.1542/hpeds.2023-007204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
BACKGROUND Detection of delayed diagnosis using administrative databases may illuminate the healthcare settings at highest risk. A method for detection of delays in claims has been validated in children's hospitals. We sought to further validate the method in community emergency departments (EDs). METHODS We studied patients <21 years old diagnosed with appendicitis from 2008 to 2019 in 8 eastern Massachusetts EDs. Eligible patients had 2 ED encounters within 7 days, the second with an appendicitis diagnosis. Delayed diagnosis was evaluated in medical records by trained reviewers. A previously validated trigger tool was applied to participants' electronic medical record data. The tool used data elements included in administrative data, including initial encounter diagnoses, time between encounters, presence of medical complexity, and ultimate length of stay. The tool assigned a probability of delayed diagnosis for each patient. Test characteristics at 4 confidence thresholds were determined, and the area under the receiver operating curve was calculated. RESULTS We analyzed 68 children with 2 encounters leading to a diagnosis of appendicitis (i.e., possible delay). When assigning a delayed diagnosis prediction to patients at 4 thresholds of confidence (>0%, >50%, >75%, and >90% confident), the positive predictive values were respectively 74%, 89%, 92%, and 89%; the negative predictive values were respectively 100%, 57%, 50%, and 33%. The area under the receiver operating curve was 0.837 (95% confidence interval 0.719-0.954). CONCLUSIONS A trigger tool that identifies delays in diagnosis using only administrative data in community EDs has a high positive predictive value for true delay. The tool may be applied in community EDs.
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Affiliation(s)
- Kenneth A Michelson
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachussetts; and
| | - Finn L E McGarghan
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachussetts; and
| | - Mark L Waltzman
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachussetts; and
| | | | - Richard G Bachur
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachussetts; and
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Chang L, Stewart AM, Kester K, Routhier G, Michelson KA. Association of Homelessness With Emergency Department Use Among Children in New York. JAMA Pediatr 2023; 177:637-640. [PMID: 37036731 PMCID: PMC10087087 DOI: 10.1001/jamapediatrics.2023.0478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 01/12/2023] [Indexed: 04/11/2023]
Abstract
This cross-sectional study uses statewide data to evaluate the association of homelessness with emergency department use patterns of children in New York.
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Affiliation(s)
- Lawrence Chang
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, Massachusetts
| | - Amanda M. Stewart
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, Massachusetts
| | - Katherine Kester
- Department of Pediatrics, The Children’s Hospital of Philadelphia, Pennsylvania
| | - Giselle Routhier
- Department of Population Health, NYU Grossman School of Medicine, New York, New York
| | - Kenneth A. Michelson
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, Massachusetts
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Michelson KA, McGarghan FLE, Patterson EE, Waltzman ML, Samuels-Kalow ME, Greco KF. Clinician factors associated with delayed diagnosis of appendicitis. Diagnosis (Berl) 2023; 10:183-186. [PMID: 36482753 PMCID: PMC10191871 DOI: 10.1515/dx-2022-0119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 11/22/2022] [Indexed: 12/14/2022]
Abstract
OBJECTIVES To evaluate the association of clinician demographics and practice patterns with delayed diagnosis of appendicitis. METHODS We included children with appendicitis at 13 regional emergency departments (EDs). We screened patients with a previous ED visit within 7 days for delayed diagnosis by chart review. We evaluated the association of clinician characteristics using logistic regression with random intercepts for site and clinician and delay as the outcome. RESULTS Among 7,452 children with appendicitis, 105 (1.4%) had delayed diagnosis. Clinicians in the lowest quartile of obtaining blood in their general practice were more likely to have delayed diagnosis (odds ratio 4.9 compared to highest quartile, 95% confidence interval 1.8, 13.8). Clinicians' imaging rates, specialty, sex, and experience were not associated with delayed diagnosis. CONCLUSIONS Clinicians who used more blood tests in their general practice had a lower risk of delayed diagnosis of appendicitis, possible evidence that lower risk tolerance has benefits.
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Affiliation(s)
- Kenneth A Michelson
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, MA, United States
- Department of Pediatrics, South Shore Hospital, Weymouth, MA
| | - Finn L E McGarghan
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, MA, United States
| | - Emma E Patterson
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, MA, United States
| | - Mark L Waltzman
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, MA, United States
- Department of Pediatrics, South Shore Hospital, Weymouth, MA
| | | | - Kimberly F Greco
- Institutional Centers for Clinical and Translational Research, Boston Children’s Hospital, Boston, MA, United States
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Cushing AM, Michelson KA, Chaudhari PP. Consider R Codes for Undiagnosed Serious Pediatric Behavior Problems-Reply. JAMA Pediatr 2023:2803172. [PMID: 37010853 DOI: 10.1001/jamapediatrics.2023.0337] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/04/2023]
Affiliation(s)
- Anna M Cushing
- Division of Emergency and Transport Medicine, Children's Hospital Los Angeles, Los Angeles, California
| | - Kenneth A Michelson
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts
| | - Pradip P Chaudhari
- Division of Emergency and Transport Medicine, Children's Hospital Los Angeles, Los Angeles, California
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Abstract
Importance Safety net hospitals (SNH) provide many community services. The cost of providing these services is unknown. Objective To determine what safety net criteria are associated with differences in hospital operating margin. Design, Setting, and Participants This cross-sectional study of US acute care hospitals from 2017 to 2019 included eligible hospitals identified from US Centers for Medicare & Medicaid Services Cost Reports. Exposures Five domains of SNH: undercompensated care measured using the Disproportionate Share Hospital index, uncompensated care, essential community services, neighborhood disadvantage, and sole community hospital and critical access hospital status. Each was categorized as a quintile or binary response. Covariates included hospital ownership, size, teaching status, census region, urbanicity, and wage index. Main Outcomes and Measures Operating margin and its association with each safety net criterion was determined using linear regression adjusting for all safety net criteria and covariates. Results A total of 4219 hospitals were analyzed, of which 3329 hospitals (78.9%) satisfied at least 1 safety net criterion; 23 hospitals (0.5%) met 4 or all 5 criteria. Among safety net criteria, the highest quintile of undercompensated care (-6.2 percentage point difference compared with lowest quintile; 95% CI, -8.2 to -4.2 percentage points), uncompensated care (-3.4 percentage points; 95% CI, -5.1 to -1.6 percentage points), and neighborhood disadvantage (-3.9 percentage points; 95% CI, -5.7 to -2.1 percentage points) were each associated with a lower operating margin. No association with operating margin was found between critical access or sole community hospital status (0.9 percentage points; 95% CI, -0.8 to 2.7 percentage points) or the highest vs lowest quintile of essential services (0.8 percentage points; 95% CI, -1.2 to 2.7 percentage points). Among essential services, burn, inpatient psychiatry, and primary care services were associated with lower operating margin, while others were either not associated or showed positive association. Fall-off in operating margin by level of uncompensated care was most severe in the highest percentiles of uncompensated care, with the most marked declines among those with the lowest operating margin. Conclusions and Relevance In this cross-sectional study of SNH, hospitals in the highest quintiles of undercompensated care, uncompensated care, and neighborhood disadvantage were more financially vulnerable than those not in the top quintile, especially when they met numerous of these criteria. Ensuring targeting of financial support to these hospitals could improve their financial stability.
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Affiliation(s)
- Lukas K Gaffney
- Department of Pediatrics, Boston Medical Center, Boston, Massachusetts
- Department of Pediatrics, Boston Children's Hospital, Boston, Massachusetts
| | - Kenneth A Michelson
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts
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Dribin TE, Neuman MI, Schnadower D, Sampson HA, Porter JJ, Michelson KA. Trends and Variation in Pediatric Anaphylaxis Care From 2016 to 2022. J Allergy Clin Immunol Pract 2023; 11:1184-1189. [PMID: 36736955 PMCID: PMC10085823 DOI: 10.1016/j.jaip.2023.01.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Revised: 01/03/2023] [Accepted: 01/10/2023] [Indexed: 02/04/2023]
Abstract
BACKGROUND Variation in the use of treatments and hospitalization for anaphylaxis would suggest a lack of consensus in therapeutic approach. OBJECTIVE To evaluate trends and practice variation in the emergency department (ED) care of children with anaphylaxis in a large US cohort. METHODS We conducted a 48-site retrospective cohort study using the Pediatric Health Information System from January 2016 through September 2022. Children younger than 18 years with a primary diagnosis of anaphylaxis were included. Care trends were assessed using negative binomial regression modeling. Rates of medication use, hospitalizations, and revisits were reported as medians with interquartile ranges (IQRs). RESULTS There were 42,909 ED visits for anaphylaxis, with a 4.2% per-year increase in visit incidence (95% CI, 1.8-6.7) during the study period. The median hospitalization rate was 3.5% (IQR, 2.2-6.0), and the 3-day ED revisit rate was 0.6% (IQR, 0.4-0.9). The hospital-level median use of therapies included intramuscular epinephrine (55.3%; IQR, 50.1-59.9), systemic steroids (73.8%; IQR, 63.9-81.4), antihistamines (59.9%; IQR, 53.5-65.5), H2-receptor antagonists (56.8%; IQR, 42.3-66.2), bronchodilators (15.1%; IQR, 12.5-17.0), inhaled epinephrine (1.1%; IQR, 0.6-1.9), and fluid boluses (19.8%; IQR, 11.3-29.3). Severe reactions requiring intensive care unit admission (1.5%; IQR, 0.8-2.2), vasopressors (0.3%; IQR, 0.0-0.6), and intubation (0.2%; IQR, 0.0-0.3) were rare. CONCLUSIONS ED visits for anaphylaxis increased during the study period, but hospitalization rates were low. Substantial variation exists between EDs regarding the use of anaphylaxis therapies, supporting the need for future research to evaluate the efficacy of these medications.
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Affiliation(s)
- Timothy E Dribin
- Division of Emergency Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio; Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio.
| | - Mark I Neuman
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Mass; Department of Pediatrics, Harvard Medical School, Boston, Mass
| | - David Schnadower
- Division of Emergency Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio; Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Hugh A Sampson
- Division of Allergy and Immunology, Icahn School of Medicine at Mount Sinai, New York, NY
| | - John J Porter
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Mass; Department of Pediatrics, Harvard Medical School, Boston, Mass
| | - Kenneth A Michelson
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Mass; Department of Pediatrics, Harvard Medical School, Boston, Mass
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Toce MS, Michelson KA, Hudgins JD, Hadland SE, Olson KL, Monuteaux MC, Bourgeois FT. Association of Prescription Drug Monitoring Programs With Opioid Prescribing and Overdose in Adolescents and Young Adults. Ann Emerg Med 2023; 81:429-437. [PMID: 36669914 PMCID: PMC10091852 DOI: 10.1016/j.annemergmed.2022.11.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Revised: 10/26/2022] [Accepted: 11/03/2022] [Indexed: 01/20/2023]
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.
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Affiliation(s)
- Michael S Toce
- Division of Emergency Medicine, Boston Children's Hospital, Boston, MA; Harvard Medical Toxicology Program, Boston Children's Hospital, Boston, MA; Department of Pediatrics, Harvard Medical School, Boston, MA.
| | - Kenneth A Michelson
- Division of Emergency Medicine, Boston Children's Hospital, Boston, MA; Department of Pediatrics, Harvard Medical School, Boston, MA
| | - Joel D Hudgins
- Division of Emergency Medicine, Boston Children's Hospital, Boston, MA; Department of Pediatrics, Harvard Medical School, Boston, MA
| | - Scott E Hadland
- Department of Pediatrics, Harvard Medical School, Boston, MA; Division of Adolescent and Young Adult Medicine, MassGeneral Hospital for Children, Boston, MA
| | - Karen L Olson
- Department of Pediatrics, Harvard Medical School, Boston, MA; Pediatric Therapeutics and Regulatory Science Initiative, Computational Health Informatics Program (CHIP), Boston Children's Hospital, Boston, MA
| | | | - Florence T Bourgeois
- Division of Emergency Medicine, Boston Children's Hospital, Boston, MA; Department of Pediatrics, Harvard Medical School, Boston, MA; Computational Health Informatics Program (CHIP), Boston Children's Hospital, Boston, MA
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Hunt KM, Michelson KA, Balamuth F, Thompson AD, Levas MN, Neville DN, Kharbanda AB, Chapman L, Nigrovic LE. Racial Differences in the Diagnosis of Lyme Disease in Children. Clin Infect Dis 2023; 76:1129-1131. [PMID: 36314085 DOI: 10.1093/cid/ciac863] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 10/19/2022] [Accepted: 10/27/2022] [Indexed: 11/27/2022] Open
Abstract
Black children with Lyme disease compared with children of other races were less likely to have an erythema migrans lesion diagnosed (adjusted odds ratio, 0.34; 95% confidence interval, .14-.79) but more likely to have a swollen joint (adjusted odds ratio, 3.68; 95% confidence interval, 2.13-6.36) after adjustment for age and local Lyme incidence.
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Affiliation(s)
- Kathryn M Hunt
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Kenneth A Michelson
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Fran Balamuth
- Division of Emergency Medicine, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Amy D Thompson
- Division of Emergency Medicine, Nemours Children's Hospital Delaware, Wilmington, Delaware, USA
| | - Michael N Levas
- Pediatric Emergency Medicine, Children's Hospital of Wisconsin, Milwaukee, Wisconsin, USA
| | - Desiree N Neville
- Division of Emergency Medicine, Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Anupam B Kharbanda
- Department of Emergency Medicine, Children's Minnesota, Minneapolis, Minnesota, USA
| | - Laura Chapman
- Department of Emergency Medicine, Rhode Island Hospital, Providence, Rhode Island, USA
| | - Lise E Nigrovic
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts, USA
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Toce MS, Michelson KA, Hudgins JD, Olson KL, Monuteaux MC, Bourgeois FT. Association of prescription drug monitoring programs with benzodiazepine prescription dispensation and overdose in adolescents and young adults. Clin Toxicol (Phila) 2023; 61:234-240. [PMID: 36919488 DOI: 10.1080/15563650.2023.2181092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/16/2023]
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.
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Affiliation(s)
- Michael S Toce
- Division of Emergency Medicine, Boston Children's Hospital, Boston, MA, USA.,Harvard Medical Toxicology Program, Boston Children's Hospital, Boston, MA, USA.,Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Kenneth A Michelson
- Division of Emergency Medicine, Boston Children's Hospital, Boston, MA, USA.,Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Joel D Hudgins
- Division of Emergency Medicine, Boston Children's Hospital, Boston, MA, USA.,Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Karen L Olson
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA.,Computational Health Informatics Program (CHIP), Boston Children's Hospital, Boston, MA, USA
| | | | - Florence T Bourgeois
- Division of Emergency Medicine, Boston Children's Hospital, Boston, MA, USA.,Department of Pediatrics, Harvard Medical School, Boston, MA, USA.,Pediatric Therapeutics and Regulatory Science Initiative, Computational Health Informatics Program (CHIP), Boston Children's Hospital, Boston, MA, USA
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Michelson KA, Bachur RG, Dart AH, Chaudhari PP, Cruz AT, Grubenhoff JA, Reeves SD, Monuteaux MC, Finkelstein JA. Identification of delayed diagnosis of paediatric appendicitis in administrative data: a multicentre retrospective validation study. BMJ Open 2023; 13:e064852. [PMID: 36854600 PMCID: PMC9980351 DOI: 10.1136/bmjopen-2022-064852] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/02/2023] Open
Abstract
OBJECTIVE To derive and validate a tool that retrospectively identifies delayed diagnosis of appendicitis in administrative data with high accuracy. DESIGN Cross-sectional study. SETTING Five paediatric emergency departments (EDs). PARTICIPANTS 669 patients under 21 years old with possible delayed diagnosis of appendicitis, defined as two ED encounters within 7 days, the second with appendicitis. OUTCOME Delayed diagnosis was defined as appendicitis being present but not diagnosed at the first ED encounter based on standardised record review. The cohort was split into derivation (2/3) and validation (1/3) groups. We derived a prediction rule using logistic regression, with covariates including variables obtainable only from administrative data. The resulting trigger tool was applied to the validation group to determine area under the curve (AUC). Test characteristics were determined at two predicted probability thresholds. RESULTS Delayed diagnosis occurred in 471 (70.4%) patients. The tool had an AUC of 0.892 (95% CI 0.858 to 0.925) in the derivation group and 0.859 (95% CI 0.806 to 0.912) in the validation group. The positive predictive value (PPV) for delay at a maximal accuracy threshold was 84.7% (95% CI 78.2% to 89.8%) and identified 87.3% of delayed cases. The PPV at a stricter threshold was 94.9% (95% CI 87.4% to 98.6%) and identified 46.8% of delayed cases. CONCLUSIONS This tool accurately identified delayed diagnosis of appendicitis. It may be used to screen for potential missed diagnoses or to specifically identify a cohort of children with delayed diagnosis.
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Affiliation(s)
| | - Richard G Bachur
- Division of Emergency Medicine, Boston Children's Hospital, Boston, MA, USA
| | - Arianna H Dart
- Division of Emergency Medicine, Boston Children's Hospital, Boston, MA, USA
| | - Pradip P Chaudhari
- Division of Emergency and Transport Medicine, Children's Hospital Los Angeles, Los Angeles, CA, USA
| | - Andrea T Cruz
- Department of Pediatrics, Baylor College of Medicine, Houston, TX, USA
| | - Joseph A Grubenhoff
- Section of Pediatric Emergency Medicine, University of Colorado School of Medicine, Aurora, CO, USA
- Children's Hospital Colorado, Aurora, CO, USA
| | - Scott D Reeves
- Division of Pediatric Emergency Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
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Cushing AM, Liberman DB, Pham PK, Michelson KA, Festekjian A, Chang TP, Chaudhari PP. Mental Health Revisits at US Pediatric Emergency Departments. JAMA Pediatr 2023; 177:168-176. [PMID: 36574251 PMCID: PMC9856860 DOI: 10.1001/jamapediatrics.2022.4885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 10/11/2022] [Indexed: 12/29/2022]
Abstract
Importance Pediatric emergency department (ED) visits for mental health crises are increasing. Patients who frequently use the ED are of particular concern, as pediatric mental health ED visits are commonly repeat visits. Better understanding of trends and factors associated with mental health ED revisits is needed for optimal resource allocation and targeting of prevention efforts. Objective To describe trends in pediatric mental health ED visits and revisits and to determine factors associated with revisits. Design, Setting, and Participants In this cohort study, data were obtained from 38 US children's hospital EDs in the Pediatric Health Information System between October 1, 2015, and February 29, 2020. The cohort included patients aged 3 to 17 years with a mental health ED visit. Exposures Characteristics of patients, encounters, hospitals, and communities. Main Outcomes and Measures The primary outcome was a mental health ED revisit within 6 months of the index visit. Trends were assessed using cosinor analysis and factors associated with time to revisit using mixed-effects Cox proportional hazards regression. Results There were 308 264 mental health ED visits from 217 865 unique patients, and 13.2% of patients had a mental health revisit within 6 months. Mental health visits increased by 8.0% annually (95% CI, 4.5%-11.4%), whereas all other ED visits increased by 1.5% annually (95% CI, 0.1%-2.9%). Factors associated with mental health ED revisits included psychiatric comorbidities, chemical restraint use, public insurance, higher area measures of child opportunity, and presence of an inpatient psychiatric unit at the presenting hospital. Patients with psychotic disorders (hazard ratio [HR], 1.42; 95% CI, 1.29-1.57), disruptive or impulse control disorders (HR, 1.36; 95% CI, 1.30-1.42), and neurodevelopmental disorders (HR, 1.22; 95% CI, 1.14-1.30) were more likely to revisit. Patients with substance use disorders (HR, 0.60; 95% CI, 0.55-0.66) were less likely to revisit. Conclusions and Relevance Markers of disease severity and health care access were associated with mental health revisits. Directing hospital and community interventions toward identified high-risk patients is needed to help mitigate recurrent mental health ED use and improve mental health care delivery.
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Affiliation(s)
- Anna M. Cushing
- Division of Emergency and Transport Medicine, Children’s Hospital Los Angeles, Los Angeles, California
| | - Danica B. Liberman
- Division of Emergency and Transport Medicine, Children’s Hospital Los Angeles, Los Angeles, California
- Department of Pediatrics, Keck School of Medicine of the University of Southern California, Los Angeles
- Department of Population and Public Health Sciences, Keck School of Medicine of the University of Southern California, Los Angeles
| | - Phung K. Pham
- Division of Emergency and Transport Medicine, Children’s Hospital Los Angeles, Los Angeles, California
| | - Kenneth A. Michelson
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, Massachusetts
| | - Ara Festekjian
- Division of Emergency and Transport Medicine, Children’s Hospital Los Angeles, Los Angeles, California
- Department of Pediatrics, Keck School of Medicine of the University of Southern California, Los Angeles
| | - Todd P. Chang
- Division of Emergency and Transport Medicine, Children’s Hospital Los Angeles, Los Angeles, California
- Department of Pediatrics, Keck School of Medicine of the University of Southern California, Los Angeles
| | - Pradip P. Chaudhari
- Division of Emergency and Transport Medicine, Children’s Hospital Los Angeles, Los Angeles, California
- Department of Pediatrics, Keck School of Medicine of the University of Southern California, Los Angeles
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Rees CA, Stewart AM, Portillo EN, Mehta S, Avakame E, Jackson J, McKay J, Michelson KA, Duggan CP, Fleegler EW. Reporting of Important Social Determinants of Health in Pediatric Clinical Trials. Am J Prev Med 2023; 64:918-926. [PMID: 36610922 DOI: 10.1016/j.amepre.2022.12.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 12/15/2022] [Accepted: 12/15/2022] [Indexed: 01/07/2023]
Abstract
INTRODUCTION The objective of this study was to determine the rates and trends in the reporting of preferred language, socioeconomic factors, sexual orientation, and gender identity in published pediatric clinical trials. METHODS A cross-sectional study of pediatric clinical trials conducted in the U.S. published from January 1, 2011 through December 31, 2020 in 5 general pediatric and 5 general medical journals with the highest impact factor in their respective fields was performed. Outcomes were reporting of preferred language, socioeconomic factors, sexual orientation, and gender identity. In late 2021, descriptive statistics and logistic regression to understand how reporting of preferred language and socioeconomic factors changed over time were performed. RESULTS Of 612 trials, 29.6% (n=181) reported preferred language. Among these, 64.6% (n=117 of 181) exclusively enrolled participants whose preferred language was English. From 2011 to 2020, there was a relative increase in the reporting of preferred language (8.6% per year, 95% CI=1.8, 16.0). Socioeconomic factors were reported in 47.9% (n=293) of trials. There was no significant change in the reporting of socioeconomic factors (8.2% per year, 95% CI= -1.9, 15.1). Only 5.1% (9 of 179) of published trial results among adolescent participants reported any measure of sexual orientation, and 1.1% (2 of 179) reported gender identity. CONCLUSIONS Preferred language, socioeconomic factors, sexual orientation, and gender identity were infrequently reported in pediatric clinical trial results despite these characteristics being increasingly recognized as social determinants of health. To achieve more inclusiveness and to reduce unmeasured disparities, these characteristics should be incorporated into routine trial registration, design, funding decisions, and reporting.
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Affiliation(s)
- Chris A Rees
- Division of Pediatric Emergency Medicine, Emory University School of Medicine, Atlanta, Georgia; Children's Healthcare of Atlanta, Atlanta, Georgia.
| | - Amanda M Stewart
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts; Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
| | - Elyse N Portillo
- Division of Emergency Medicine, Texas Children's Hospital, Houston, Texas; Department of Pediatrics, Baylor College of Medicine, Houston, Texas
| | - Sagar Mehta
- Division of Pediatric Emergency Medicine, Emory University School of Medicine, Atlanta, Georgia; Children's Healthcare of Atlanta, Atlanta, Georgia
| | - Elorm Avakame
- NewYork Presbyterian Hospital, Columbia University, New York City, New York
| | - Jasmyne Jackson
- Department of Emergency Medicine, Alpert Medical School, Brown University, Providence, Rhode Island
| | - Jheanelle McKay
- Joe DiMaggio Children's Hospital, Memorial Healthcare System, Miami, Florida
| | - Kenneth A Michelson
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts; Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
| | - Christopher P Duggan
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts; Center for Nutrition, Division of Gastroenterology, Hepatology and Nutrition, Boston Children's Hospital, Boston, Massachusetts; Department of Nutrition, Harvard TH Chan School of Public Health, Boston, Massachusetts
| | - Eric W Fleegler
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts; Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
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Baker AH, Monuteaux MC, Michelson KA, Neuman MI. Acetaminophen Versus Ibuprofen for Fever Reduction in the Pediatric Emergency Department. Clin Pediatr (Phila) 2022:99228221144116. [PMID: 36503309 DOI: 10.1177/00099228221144116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- Alexandra H Baker
- Division of Emergency Medicine, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA.,Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Michael C Monuteaux
- Division of Emergency Medicine, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA
| | - Kenneth A Michelson
- Division of Emergency Medicine, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA.,Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Mark I Neuman
- Division of Emergency Medicine, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA.,Department of Pediatrics, Harvard Medical School, Boston, MA, USA
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Toce MS, Michelson KA, Chen KY, Hudgins JD, Olson KL, Bourgeois FT. Trends in Dispensing of Controlled Medications for US Adolescents and Young Adults, 2008 to 2019. JAMA Pediatr 2022; 176:1265-1266. [PMID: 36215054 PMCID: PMC9552035 DOI: 10.1001/jamapediatrics.2022.3312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Accepted: 06/28/2022] [Indexed: 01/12/2023]
Abstract
This cohort study examines trends from 2008 to 2019 in dispensations of controlled medications to US adolescents and young adults.
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Affiliation(s)
- Michael S Toce
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts
| | - Kenneth A Michelson
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts
| | - Krista Y Chen
- Computational Health Informatics Program (CHIP), Boston Children's Hospital, Boston, Massachusetts
| | - Joel D Hudgins
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts
| | - Karen L Olson
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
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Baker AH, Monuteaux MC, Michelson KA, Neuman MI. Resolution of Fever in the Pediatric Emergency Department and Bacteremia. Clin Pediatr (Phila) 2022; 62:474-480. [PMID: 36401509 DOI: 10.1177/00099228221138212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
To determine whether a lack of response to antipyretics was associated with bacteremia, we performed a cross-sectional study involving children with an initial temperature ≥38°C presenting to a pediatric emergency department (ED) from 2012 to 2020 who received an antipyretic and had a blood culture obtained. We assessed the association of resolution of fever at specific time points after antipyretic administration with bacteremia adjusting for age, complex chronic condition, blood culture source, type of antipyretic, and height of temperature. Among 6319 febrile children, 242 (3.8%) had bacteremia. The adjusted odds ratio of bacteremia was 1.6 (95% confidence interval: 1.2-2.2) among children who remained febrile at 180 minutes and 1.7 (1.2-2.4) among children who remained febrile at 240 minutes. Among febrile children presenting to a tertiary care ED for whom a blood culture was obtained, the response to an antipyretic varies based on the presence or absence of bacteremia.
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Affiliation(s)
- Alexandra H Baker
- Division of Emergency Medicine, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA.,Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Michael C Monuteaux
- Division of Emergency Medicine, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA
| | - Kenneth A Michelson
- Division of Emergency Medicine, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA.,Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Mark I Neuman
- Division of Emergency Medicine, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA.,Department of Pediatrics, Harvard Medical School, Boston, MA, USA
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Affiliation(s)
- Kenneth A Michelson
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Richard T Griffey
- Department of Emergency Medicine, Washington University School of Medicine, St Louis, Missouri, USA
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Cheston CC, Michelson KA. Association of Virtual Interviews With Residency Application Geographic Diversity and Match. Acad Pediatr 2022:S1876-2859(22)00441-7. [PMID: 36167252 DOI: 10.1016/j.acap.2022.09.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 09/16/2022] [Accepted: 09/20/2022] [Indexed: 11/30/2022]
Abstract
OBJECTIVE We sought to assess whether the change from in-person to virtual interviews was associated with differences in applicant and match location geography. METHODS We conducted a retrospective study of all U.S. applicants to a large pediatric residency. Distances from applicants to our residency program (applicant-to-program) and residency location (applicant-to-match) were compared across demographic subgroups and eras, defined as pre-COVID (2018-2020) and COVID (2021-2022). RESULTS Applicant-to-program distance (pre-COVID median 737 miles, IQR 265, 1254; COVID median 739 miles; IQR 268, 1284, P = .31) did not change across eras. While overall applicant-to-match distance (pre-COVID median 425 miles, IQR 88, 1142; COVID median 354 miles; IQR 80, 1084, P = .11) did not change, subgroup analysis revealed that applicant-to-match distance for those not participating in a couples match was farther during the pre-COVID era (430 vs 340 miles, P = .04). CONCLUSIONS A transition to virtual interviews was associated with shorter distance between applicants and residency location for those matching alone at a large, urban pediatric residency. While decisions about where to apply appeared unchanged, rank list decisions may have been impacted by virtual interviews for these applicants. Further study to describe geographic considerations in the virtual era are needed to inform advancement of larger workforce goals.
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Affiliation(s)
- Christine C Cheston
- Department of Pediatrics (CC Cheston), Boston Medical Center, Boston, Mass; Department of Pediatrics (CC Cheston), Boston University Chobanian and Avedisian School of Medicine, Boston, Mass.
| | - Kenneth A Michelson
- Division of Emergency Medicine (KA Michelson), Boston Children's Hospital, Boston, Mass
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Green RS, Sartori LF, Lee BE, Linn AR, Samuels MR, Florin TA, Aronson PL, Chamberlain JM, Michelson KA, Nigrovic LE. Prevalence and Management of Invasive Bacterial Infections in Febrile Infants Ages 2 to 6 Months. Ann Emerg Med 2022; 80:499-506. [DOI: 10.1016/j.annemergmed.2022.06.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 06/07/2022] [Accepted: 06/13/2022] [Indexed: 11/01/2022]
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Rees CA, Neuman MI, Monuteaux MC, Michelson KA, Duggan CP. Mortality During Readmission Among Children in United States Children's Hospitals. J Pediatr 2022; 246:161-169.e7. [PMID: 35364094 PMCID: PMC9233053 DOI: 10.1016/j.jpeds.2022.03.040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Revised: 02/28/2022] [Accepted: 03/24/2022] [Indexed: 10/18/2022]
Abstract
OBJECTIVE To identify demographic, clinical, and hospital factors associated with mortality on readmission within 180 days following an inpatient hospitalization. STUDY DESIGN We conducted a retrospective cohort study including 33 US children's hospitals in the Pediatric Health Information System from January 2010 to June 2020. Our primary outcome was death during readmission within 180 days of an index hospitalization among children aged 0-18 years. Illness severity during the index hospitalization was defined according to the All Patient-Refined Diagnosis-Related Group-categorized illness severity (ie, minor, moderate, or major/extreme). We performed multivariable logistic regression analysis to identify factors during the index hospitalization associated with mortality during readmission. RESULTS Among 2 677 111 children discharged, 337 385 (12.6%) were readmitted within 180 days of the index hospitalization and 2913 (0.8%) died during readmission. More than one-quarter (26.2%) of deaths among children who were readmitted and died occurred within 10 days after discharge from the index hospitalization. Factors independently associated with mortality during readmission included multiple complex chronic conditions, index admissions lasting >7 days, moderate or severe/extreme illness during the index hospitalization, and public insurance. Children whose race was reported as Black had greater odds of mortality during readmission compared with children of other races. CONCLUSIONS Among hospitalized children, several demographic and clinical factors present during index hospitalizations were associated with mortality during readmission. Greater odds of mortality during readmission among children whose race was reported as Black likely reflects disparities in social determinants of health and clinical care. Interventions to reduce mortality during readmission may target high-risk populations in the period immediately following discharge.
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Affiliation(s)
- Chris A. Rees
- Division of Pediatric Emergency Medicine, Emory University School of Medicine, Atlanta, Georgia, United States of America,Children's Healthcare of Atlanta, Atlanta, Georgia, United States of America
| | - Mark I. Neuman
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, Massachusetts, United States of America,Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Michael C. Monuteaux
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, Massachusetts, United States of America,Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Kenneth A. Michelson
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, Massachusetts, United States of America,Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Christopher P. Duggan
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, United States of America,Center for Nutrition, Division of Gastroenterology, Hepatology, and Nutrition, Boston Children's Hospital, Boston, Massachusetts, United States of America
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Michelson KA. Association of publication record and independent NIH funding. PLoS One 2022; 17:e0269283. [PMID: 35771742 PMCID: PMC9246158 DOI: 10.1371/journal.pone.0269283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Accepted: 05/18/2022] [Indexed: 11/18/2022] Open
Abstract
Background
Publications may be a modifiable factor toward research project grant (RPG) funding decisions, the objective was to determine the association of publication record with later RPG receipt.
Methods
This was a retrospective cohort study of recipients of K01, K08, or K23 US career development awards (CDAs) starting from 2000–2015. Exposures were CDA awardees’ first-, middle-, and last-author publication counts, and the quartile of awardees’ highest and mean publication impact factors. The independent association of each exposure with time to RPG (R01 or equivalent) was determined using a Cox model, after adjustment for CDA type, awardee change in institution, and institutional CDA count. The proportion of CDA recipients with later independent funding was also determined by publication count.
Results
Among 6744 CDA awardees, 3943 obtained an RPG. The median time to RPG was 5.6 years (interquartile range 4.2–7.5). The number of first-authorships was associated with a shorter time to RPG (1–4 versus 0: hazard ratio [HR] 1.22, 95% confidence interval [CI] 1.10–1.36; 5–9: 1.59, 95% CI 1.40–1.79; 10–24: 1.78, 95% CI 1.54–2.07; 25+: 2.40, 95% CI 1.61–3.56). Last-authorships were associated with a shorter time to RPG (1–4 versus 0: HR 1.99, 95% CI 1.83–2.16; 5–9: 2.72, 95% CI 2.45–3.03; 10–24: 3.17, 95% CI 2.78–3.62; 25+: 3.12, 95% CI 2.17–4.50). Higher maximum impact factor was associated with a shorter time to RPG (Q2 versus lowest: HR 1.28, 95% CI 1.12–1.46; Q3: 1.45, 95% CI 1.24–1.70; Q4: 1.67, 95% CI 1.39–2.02). Mean impact factor and middle-authorships were not associated with time to RPG. Among 687 CDAs with zero associated first- or last-authorships, 158 (23%) achieved later RPG funding. Among those with at least 10 total first- or last-authorships, 1288/1554 (83%) obtained a later RPG.
Conclusions
A higher number and impact of publications was associated with later independent funding.
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Affiliation(s)
- Kenneth A. Michelson
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, MA, United States of America
- * E-mail:
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Rees CA, Stewart AM, Mehta S, Avakame E, Jackson J, McKay J, Portillo EN, Michelson KA, Duggan CP, Fleegler EW. Reporting of Participant Race and Ethnicity in Published US Pediatric Clinical Trials From 2011 to 2020. JAMA Pediatr 2022; 176:e220142. [PMID: 35311946 PMCID: PMC8938892 DOI: 10.1001/jamapediatrics.2022.0142] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Importance Equitable representation of participants who are members of racial and ethnic minority groups in clinical trials enhances inclusivity in the scientific process and generalizability of results. Objective To assess participant race and ethnicity in pediatric clinical trials published from 2011 to 2020. Design, Setting, and Participants This cross-sectional study examined articles reporting pediatric clinical trials conducted in the US published in 5 leading general pediatric and 5 leading general medical journals from January 1, 2011, to December 31, 2020. Main Outcomes and Measures Reporting of participant race and ethnicity and comparison of enrolled participants vs US census populations of pediatric racial and ethnic groups in published clinical trials. Results The study included 612 articles reporting pediatric clinical trials during the study period, with 565 618 total participants (median per trial, 200 participants [IQR, 90-571 participants]). Of the 612 articles, 486 (79.4%) reported participant race and 338 (55.2%) reported participant ethnicity. From 2011 to 2020, relative rates of reporting of participant race increased by 7.9% per year (95% CI, 0.2%-16.3% per year) and reporting of ethnicity increased by 11.4% per year (95% CI, 4.8%-18.4% per year). Among articles reporting race and ethnicity, the method of assignment was not reported in 261 of 511 articles (51.1%) and 207 of 359 articles (57.7%), respectively. Black/African American children were enrolled proportionally more than the US population of Black/African American children (odds ratio [OR], 1.88; 95% CI, 1.87-1.89). Hispanic/Latino children were enrolled commensurately with the US population of Hispanic/Latino children (OR, 1.02; 95% CI, 1.01-1.03). American Indian/Alaska Native (OR, 0.82; 95% CI, 0.79-0.85), Asian (OR, 0.56; 95% CI, 0.55-0.57), and Native Hawaiian/Pacific Islander (OR, 0.66; 95% CI, 0.61-0.72) children were enrolled significantly less compared with the respective US populations of these groups. White children were enrolled less than expected (OR, 0.84; 95% CI, 0.84-0.85) but represented 188 156 (46.0%) of participants in trials reporting race or ethnicity. Conclusions and Relevance This cross-sectional study revealed that the proportion of published pediatric clinical trials that reported participant race and ethnicity increased from 2011 to 2020, but participant race and ethnicity were still underreported. Disparities existed in pediatric clinical trial enrollment of American Indian/Alaska Native, Asian, and Native Hawaiian/Pacific Islander children. The greater representation of Black/African American children compared with the US population suggests inclusive research practices that could be extended to other historically disenfranchised racial and ethnic groups.
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Affiliation(s)
- Chris A. Rees
- Division of Pediatric Emergency Medicine, Emory University School of Medicine, Atlanta, Georgia
- Children's Healthcare of Atlanta, Atlanta, Georgia
| | - Amanda M. Stewart
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, Massachusetts
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
| | - Sagar Mehta
- Division of Pediatric Emergency Medicine, Emory University School of Medicine, Atlanta, Georgia
- Children's Healthcare of Atlanta, Atlanta, Georgia
| | - Elorm Avakame
- Children’s National Medical Center, George Washington School of Medicine, Washington, DC
| | - Jasmyne Jackson
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
| | - Jheanelle McKay
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, Massachusetts
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
| | - Elyse N. Portillo
- Section of Emergency Medicine, Texas Children’s Hospital, Houston
- Department of Pediatrics, Baylor College of Medicine, Houston, Texas
| | - Kenneth A. Michelson
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, Massachusetts
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
| | - Christopher P. Duggan
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, Massachusetts
- Center for Nutrition, Division of Gastroenterology, Hepatology and Nutrition, Boston Children's Hospital, Boston, Massachusetts
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Eric W. Fleegler
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, Massachusetts
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
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Kaplan RL, Cruz AT, Freedman SB, Smith K, Freeman J, Lane RD, Michelson KA, Marble RD, Middelberg LK, Bergmann KR, McAneney C, Noorbakhsh KA, Pruitt C, Shah N, Badaki-Makun O, Schnadower D, Thompson AD, Blackstone MM, Abramo TJ, Srivastava G, Avva U, Samuels-Kalow M, Morientes O, Kannikeswaran N, Chaudhari PP, Strutt J, Vance C, Haines E, Khanna K, Gerard J, Bajaj L. Omphalitis and Concurrent Serious Bacterial Infection. Pediatrics 2022; 149:186812. [PMID: 35441224 DOI: 10.1542/peds.2021-054189] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/25/2022] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVE Describe the clinical presentation, prevalence of concurrent serious bacterial infection (SBI), and outcomes among infants with omphalitis. METHODS Within the Pediatric Emergency Medicine Collaborative Research Committee, 28 sites reviewed records of infants ≤90 days of age with omphalitis seen in the emergency department from January 1, 2008, to December 31, 2017. Demographic, clinical, laboratory, treatment, and outcome data were summarized. RESULTS Among 566 infants (median age 16 days), 537 (95%) were well-appearing, 64 (11%) had fever at home or in the emergency department, and 143 (25%) had reported fussiness or poor feeding. Blood, urine, and cerebrospinal fluid cultures were collected in 472 (83%), 326 (58%), and 222 (39%) infants, respectively. Pathogens grew in 1.1% (95% confidence interval [CI], 0.3%-2.5%) of blood, 0.9% (95% CI, 0.2%-2.7%) of urine, and 0.9% (95% CI, 0.1%-3.2%) of cerebrospinal fluid cultures. Cultures from the site of infection were obtained in 320 (57%) infants, with 85% (95% CI, 80%-88%) growing a pathogen, most commonly methicillin-sensitive Staphylococcus aureus (62%), followed by methicillin-resistant Staphylococcus aureus (11%) and Escherichia coli (10%). Four hundred ninety-eight (88%) were hospitalized, 81 (16%) to an ICU. Twelve (2.1% [95% CI, 1.1%-3.7%]) had sepsis or shock, and 2 (0.4% [95% CI, 0.0%-1.3%]) had severe cellulitis or necrotizing soft tissue infection. There was 1 death. Serious complications occurred only in infants aged <28 days. CONCLUSIONS In this multicenter cohort, mild, localized disease was typical of omphalitis. SBI and adverse outcomes were uncommon. Depending on age, routine testing for SBI is likely unnecessary in most afebrile, well-appearing infants with omphalitis.
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Affiliation(s)
- Ron L Kaplan
- Department of Pediatrics, University of Washington School of Medicine, Seattle Children's Hospital, Seattle, Washington
| | - Andrea T Cruz
- Department of Pediatrics, Baylor College of Medicine, Houston, Texas
| | - Stephen B Freedman
- Departments of Pediatrics and Emergency Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Kathleen Smith
- Department of Pediatrics, Rady Children's Hospital San Diego, San Diego, California
| | - Julia Freeman
- Department of Pediatrics, Children's Hospital Colorado/University of Colorado School of Medicine, Aurora, Colorado
| | - Roni D Lane
- Department of Pediatrics, University of Utah, Primary Children's Hospital, Salt Lake City, Utah
| | - Kenneth A Michelson
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts
| | - Richard D Marble
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Leah K Middelberg
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Kelly R Bergmann
- Department of Pediatric Emergency Medicine, Children's Minnesota, Minneapolis, Minnesota
| | - Constance McAneney
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Kathleen A Noorbakhsh
- Department of Pediatrics, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Christopher Pruitt
- Department of Pediatrics, Medical University of South Carolina, Charleston, South Carolina
| | - Nipam Shah
- Department of Pediatrics, University of Alabama at Birmingham, Birmingham, Alabama
| | | | - David Schnadower
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri
| | - Amy D Thompson
- Department of Pediatrics, Nemours/Alfred I. duPont Hospital for Children, Wilmington, Delaware
| | - Mercedes M Blackstone
- Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Thomas J Abramo
- Pediatric Emergency Medicine Associates, Children's Hospital of Atlanta, Atlanta, Georgia
| | | | - Usha Avva
- Department of Pediatrics, Joseph M Sanzari Children's Hospital, Hackensack Meridian Health, Hackensack, New Jersey
| | | | - Oihane Morientes
- Pediatric Emergency Department, Cruces University Hospital, Bilbao, Spain
| | - Nirupama Kannikeswaran
- Department of Pediatrics, Central Michigan University, Children's Hospital of Michigan, Detroit, Michigan
| | - Pradip P Chaudhari
- Department of Pediatrics, University of Southern California, Children's Hospital Los Angeles, Los Angeles, California
| | - Jonathan Strutt
- Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota
| | - Cheryl Vance
- Departments of Emergency Medicine and Pediatrics, University of California, Davis School of Medicine, Sacramento, California
| | - Elizabeth Haines
- Ronald O. Perelman Department of Emergency Medicine/NYU Langone Health, New York, New York
| | - Kajal Khanna
- Department of Emergency Medicine, Stanford University, Stanford, California
| | - James Gerard
- Department of Pediatrics, Saint Louis University School of Medicine, St. Louise, Missouri
| | - Lalit Bajaj
- Department of Pediatrics, Children's Hospital Colorado/University of Colorado School of Medicine, Aurora, Colorado
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Dribin TE, Schnadower D, Wang J, Camargo CA, Michelson KA, Shaker M, Rudders SA, Vyles D, Golden DB, Spergel JM, Campbell RL, Neuman MI, Capucilli PS, Pistiner M, Castells M, Lee J, Brousseau DC, Schneider LC, Assa’ad AH, Risma KA, Mistry RD, Campbell DE, Worm M, Turner PJ, Witry JK, Zhang Y, Sobolewski B, Sampson HA. Anaphylaxis knowledge gaps and future research priorities: A consensus report. J Allergy Clin Immunol 2022; 149:999-1009. [PMID: 34390722 PMCID: PMC8837706 DOI: 10.1016/j.jaci.2021.07.035] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 07/23/2021] [Accepted: 07/29/2021] [Indexed: 12/26/2022]
Abstract
BACKGROUND Despite a better understanding of the epidemiology, pathogenesis, and management of patients with anaphylaxis, there remain knowledge gaps. Enumerating and prioritizing these gaps would allow limited scientific resources to be directed more effectively. OBJECTIVE We sought to systematically describe and appraise anaphylaxis knowledge gaps and future research priorities based on their potential impact and feasibility. METHODS We convened a 25-member multidisciplinary panel of anaphylaxis experts. Panelists formulated knowledge gaps/research priority statements in an anonymous electronic survey. Four anaphylaxis themed writing groups were formed to refine statements: (1) Population Science, (2) Basic and Translational Sciences, (3) Emergency Department Care/Acute Management, and (4) Long-Term Management Strategies and Prevention. Revised statements were incorporated into an anonymous electronic survey, and panelists were asked to rate the impact and feasibility of addressing statements on a continuous 0 to 100 scale. RESULTS The panel generated 98 statements across the 4 anaphylaxis themes: Population Science (29), Basic and Translational Sciences (27), Emergency Department Care/Acute Management (24), and Long-Term Management Strategies and Prevention (18). Median scores for impact and feasibility ranged from 50.0 to 95.0 and from 40.0 to 90.0, respectively. Key statements based on median rating for impact/feasibility included the need to refine anaphylaxis diagnostic criteria, identify reliable diagnostic, predictive, and prognostic anaphylaxis bioassays, develop clinical prediction models to standardize postanaphylaxis observation periods and hospitalization criteria, and determine immunotherapy best practices. CONCLUSIONS We identified and systematically appraised anaphylaxis knowledge gaps and future research priorities. This study reinforces the need to harmonize scientific pursuits to optimize the outcomes of patients with and at risk of anaphylaxis.
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Affiliation(s)
- Timothy E. Dribin
- Division of Emergency Medicine, Cincinnati Children’s Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH
| | - David Schnadower
- Division of Emergency Medicine, Cincinnati Children’s Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Julie Wang
- Division of Allergy and Immunology, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Carlos A. Camargo
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Kenneth A. Michelson
- Division of Emergency Medicine, Boston Children’s Hospital, and the Department of Pediatrics, Harvard Medical School, Boston, MA
| | - Marcus Shaker
- Dartmouth Geisel School of Medicine, and Dartmouth-Hitchcock Medical Center, Hanover and Lebanon, NH
| | - Susan A. Rudders
- Division of Immunology, Boston Children’s Hospital, and the Department of Pediatrics, Harvard Medical School, Boston, MA
| | - David Vyles
- Section of Pediatric Emergency Medicine, Department of Pediatrics, Medical College of Wisconsin, Milwaukee, WI
| | - David B.K. Golden
- Division of Allergy and Clinical Immunology, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Jonathan M. Spergel
- Division of Allergy and Immunology, Children’s Hospital of Philadelphia, Perelman School of Medicine at University of Pennsylvania, Philadelphia, PA
| | | | - Mark I. Neuman
- Division of Emergency Medicine, Boston Children’s Hospital, and the Department of Pediatrics, Harvard Medical School, Boston, MA
| | | | - Michael Pistiner
- Department of Pediatrics, Massachusetts General Hospital for Children, Harvard Medical School, Boston, MA
| | - Mariana Castells
- Division of Allergy and Clinical Immunology, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - Juhee Lee
- Division of Allergy and Immunology, Children’s Hospital of Philadelphia, Perelman School of Medicine at University of Pennsylvania, Philadelphia, PA
| | - David C. Brousseau
- Section of Pediatric Emergency Medicine, Department of Pediatrics, Medical College of Wisconsin, Milwaukee, WI
| | - Lynda C. Schneider
- Division of Immunology, Boston Children’s Hospital, and the Department of Pediatrics, Harvard Medical School, Boston, MA
| | - Amal H. Assa’ad
- Division of Allergy and Immunology, Cincinnati Children’s Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Kimberly A. Risma
- Division of Allergy and Immunology, Cincinnati Children’s Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Rakesh D. Mistry
- Section of Emergency Medicine, Department of Pediatrics, Children’s Hospital Colorado, Aurora, CO
| | - Dianne E. Campbell
- Sydney Medical School, University of Sydney, Sydney, Australia,Department of Allergy and Immunology, Children’s Hospital at Westmead, Sydney, Australia
| | - Margitta Worm
- Division of Allergy and Immunology, Department of Dermatology and Allergology, Charite-Universitätsmedizin Berlin, Germany
| | - Paul J. Turner
- National Heart & Lung Institute, Imperial College London, London, United Kingdom
| | - John K. Witry
- Division of Emergency Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
| | - Yin Zhang
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH; Division of Biostatistics and Epidemiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio
| | - Brad Sobolewski
- Division of Emergency Medicine, Cincinnati Children’s Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Hugh A. Sampson
- Division of Allergy and Immunology, Icahn School of Medicine at Mount Sinai, New York, NY
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Abstract
This cohort study examines whether trends exist in the number of benzodiazepines and opioids prescribed to adolescents and young adults between 2008 and 2019.
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Affiliation(s)
- Michael S. Toce
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, Massachusetts
| | - Kenneth A. Michelson
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, Massachusetts
| | - Joel D. Hudgins
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, Massachusetts
| | - Karen L. Olson
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
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46
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Abstract
OBJECTIVES Risk tolerance and risk perceptions may impact clinicians' decisions to obtain diagnostic tests. We sought to determine whether physician risk perception was associated with the decision to obtain blood or imaging tests among children who present to the emergency department with fever. METHODS We conducted a retrospective, cross-sectional study in the Boston Children's Hospital emergency department. We included children aged 6 months to 18 years from May 1, 2014 to April 30, 2019, with fever. Our primary outcome was diagnostic testing: obtaining a blood and/or imaging test. We assessed risk perception using 3 scales: the Risk Tolerance Scale (RTS), Stress From Uncertainty Scale (SUS), and Malpractice Fear Scale (MFS). A z score was assigned to each physician for each scale. Mixed-effects logistic regression assessed the association between physician risk perception and blood or imaging testing. We also examined the relationship between each risk perception scale and several secondary outcomes: blood testing, urine testing, diagnostic imaging, specialist consultation, hospitalization, and revisit within 72 hours. RESULTS The response rate was 55/56 (98%). We analyzed 12,527 encounters. Blood/imaging testing varied between physicians (median, 48%; interquartile range, 41%-53%; range, 30%-71%). Risk Tolerance Scale responses were not associated with blood/imaging testing (odds ratio [OR], 1.03 per SD of increased risk perception; 95% confidence interval [CI], 0.95-1.13). Stress From Uncertainty Scale responses were not associated with blood/imaging testing (OR, 1.04 per SD; 95% CI, 0.95-1.14). Malpractice Fear Scale responses were not associated with blood/imaging testing (OR, 1.00 per SD; 95% CI, 0.91-1.09). There was no significant association between RTS, MFS, or SUS and any secondary outcome, except that there was a weak association between SUS and specialist consultation (OR, 1.12; 95% CI, 1.00-1.24). CONCLUSIONS Across 55 pediatric emergency physicians with variable testing practices, there was no association between risk perception and blood/imaging testing in febrile children.
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Affiliation(s)
- Ashley L Marchese
- From the Division of Emergency Medicine, Boston Children's Hospital, Boston, MA
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47
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Abstract
OBJECTIVES The relationship between pediatrician availability and emergency department (ED) attendance is uncertain. We determined whether children in counties with more pediatricians had fewer ED visits. METHODS We conducted a cross-sectional study of all ED visits among children younger than 18 years from 6 states. We obtained ED visit incidences by county and assessed the relationship to pediatrician density (pediatricians per 1000 children). Possible confounders included state, presence of an urgent care facility in the county, urban-rural status, and quartile of county-level characteristics: English-speaking, Internet access, White race, socioeconomic status, and public insurance. We estimated county-level changes in incidence by pediatrician density adjusting for state and separately for all possible confounders. RESULTS Each additional pediatrician per 1000 children was associated with a 13.7% (95% confidence interval, -19.6% to -7.5%) decrease in ED visits in the state-adjusted model. In the full model, there was no association (-1.4%, 95% confidence interval, -7.2% to 4.8%). The presence of an urgent care, higher socioeconomic status score, urban status, and higher proportions of White race and nonpublic insurance were each associated with decreased ED visit rates. CONCLUSIONS Pediatrician density is not associated with decreased ED visits after adjusting for other county demographic factors. Increasing an area's availability of pediatricians may not affect ED attendance.
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Affiliation(s)
| | - Anna M Cushing
- Department of Cardiology, Boston Children's Hospital, Boston, MA
| | - Emily M Bucholz
- Division of Emergency and Transport Medicine, Children's Hospital Los Angeles, Los Angeles, CA
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48
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Gaffney LK, Porter J, Gerling M, Schneider LC, Stack AM, Shah D, Michelson KA. Safely Reducing Hospitalizations for Anaphylaxis in Children Through an Evidence-Based Guideline. Pediatrics 2022; 149:184527. [PMID: 35059724 PMCID: PMC9250079 DOI: 10.1542/peds.2020-045831] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/07/2021] [Indexed: 02/03/2023] Open
Abstract
BACKGROUND Emergency department visits for anaphylaxis have increased considerably over the past few decades, especially among children. Despite this, anaphylaxis management remains highly variable and contributes to significant health care spending. On the basis of emerging evidence, in this quality improvement project we aimed to safely decrease hospitalization rates, increase the use of cetirizine, and decrease use of corticosteroids for children with anaphylaxis by December 31, 2019. METHODS A multipronged intervention strategy including a revised evidence-based guideline was implemented at a tertiary children's teaching hospital by using the Model for Improvement. Statistical process control was used to evaluate for changes in key measures. Length of stay and unplanned return visits within 72 hours were monitored as process and balancing measures, respectively. As a national comparison, hospitalization rates were compared with other hospitals' data from the Pediatric Health Information System. RESULTS Hospitalizations decreased significantly from 28.5% to 11.2% from preimplementation to implementation, and the balancing measure of 72-hour revisits was stable. The proportion of patients receiving cetirizine increased significantly from 4.2% to 59.7% and use of corticosteroids decreased significantly from 72.6% to 32.4% in patients without asthma. The proportion of patients meeting length of stay criteria increased from 53.3% to 59.9%. Hospitalization rates decreased nationally over time. CONCLUSIONS We reduced hospitalizations for anaphylaxis by 17.3% without concomitant increases in revisits, demonstrating that unnecessary hospitalizations can be safely avoided. The use of a local evidence-based guideline paired with close outcome monitoring and sustained messaging and feedback to clinicians can effectively improve anaphylaxis management.
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Affiliation(s)
- Lukas K. Gaffney
- Departments of Pediatrics,Department of Pediatrics, Boston Medical Center, Boston, Massachusetts,Address correspondence to Lukas Gaffney, Department of Pediatrics, Boston Children’s Hospital, 300 Longwood Ave, Boston MA, 02115. E-mail:
| | | | | | | | | | - Dhara Shah
- Pharmacy, Boston Children’s Hospital, Boston, Massachusetts
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49
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Michelson KA, Samuels-Kalow ME. Association of Elementary School Reopening Status and County COVID-19 Incidence. Acad Pediatr 2022; 22:667-670. [PMID: 34547519 PMCID: PMC8455308 DOI: 10.1016/j.acap.2021.09.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Revised: 08/27/2021] [Accepted: 09/09/2021] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To examine the association between elementary school opening status (ESOS) and changes in pediatric COVID-19 incidence. METHODS We conducted a cross-sectional study of US counties with school districts with ≥500 elementary school students. The main exposure was ESOS in September, 2020. The outcome was county incidence of COVID-19. Age-stratified negative binomial regression models were constructed using county adult COVID-19 incidence. RESULTS Among 3220 US counties, 618 (19.2%) were remote, 391 (12.1%) were hybrid, 2022 (62.8%) were in-person. In unadjusted models, COVID-19 incidence after school started was higher among children in hybrid or in-person counties compared with remote counties. After adjustment for local adult incidence, among children aged 0 to 9, the incidence rate ratio of COVID-19 (IRR) compared with remote counties was 1.01 (95% confidence interval [CI] 0.93-1.08) in hybrid counties and 0.79 (95% CI 0.75-0.84) in in-person counties. CONCLUSIONS Counties with in-person learning did not have higher rates of COVID-19 after adjustment for local adult rates.
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Affiliation(s)
- Kenneth A. Michelson
- Division of Emergency Medicine, Boston Children's Hospital (KA Michelson), Boston, Mass,Address correspondence to Kenneth A Michelson, MD, MPH, Boston Children's Hospital, Division of Emergency Medicine, 300 Longwood Ave, BCH 3066, Boston, MA 02115
| | - Margaret E. Samuels-Kalow
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School Boston (ME Samuels-Kalow), Mass
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50
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Abstract
OBJECTIVE Outcomes of emergency care delivered to children vary by patient-level socioeconomic factors and by emergency department (ED) characteristics, including pediatric volume. How these factors intersect in emergency care-seeking patterns among children is not well understood. The objective of this study was to characterize national associations of neighborhood income and insurance type of children with the characteristics of the EDs from which they receive care. METHODS We conducted a cross-sectional study of ED visits by children from 2014 to 2017 using the Nationwide Emergency Department Sample. We determined the associations of neighborhood income and patient insurance type with the proportions of visits to EDs by pediatric volume category, both unadjusted and adjusted for patient-level factors including urban-rural status of residence. RESULTS Of 107.6 million ED visits by children nationally from 2014 to 2017, children outside of the wealthiest neighborhood income quartile had lower proportions of visits to high-volume pediatric EDs (57.1% poorest quartile, 51.5% second, 56.6% third, 63.5% wealthiest) and greater proportions of visits to low-volume pediatric EDs (4.4% poorest, 6.4% second, 4.6% third, 2.3% wealthiest) than children in the wealthiest quartile. Adjustment for patient-level factors, particularly urban-rural status, inverted this association, revealing that lower neighborhood income was independently associated with visiting higher-volume pediatric EDs. Publicly insured children were modestly more likely to visit higher-volume pediatric EDs than privately insured and uninsured children in both unadjusted and adjusted analyses. CONCLUSIONS Nationally, children in lower-income neighborhoods tended to receive care in pediatric EDs with lower volume, an association that appears principally driven by urban-rural differences in access to emergency care.
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Affiliation(s)
- Lawrence Chang
- Department of Pediatrics, Boston Children’s Hospital, Boston, MA
- Department of Pediatrics, Harvard Medical School, Boston, MA
- Department of Pediatrics, Boston Medical Center, Boston, MA
| | - Chris A. Rees
- Department of Pediatrics, Harvard Medical School, Boston, MA
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, MA
| | - Kenneth A. Michelson
- Department of Pediatrics, Harvard Medical School, Boston, MA
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, MA
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