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Holmes JF, Yen K, Ugalde IT, Ishimine P, Chaudhari PP, Atigapramoj N, Badawy M, McCarten-Gibbs KA, Nielsen D, Sage AC, Tatro G, Upperman JS, Adelson PD, Tancredi DJ, Kuppermann N. PECARN prediction rules for CT imaging of children presenting to the emergency department with blunt abdominal or minor head trauma: a multicentre prospective validation study. THE LANCET. CHILD & ADOLESCENT HEALTH 2024; 8:339-347. [PMID: 38609287 DOI: 10.1016/s2352-4642(24)00029-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 01/30/2024] [Accepted: 02/01/2024] [Indexed: 04/14/2024]
Abstract
BACKGROUND The intra-abdominal injury and traumatic brain injury prediction rules derived by the Pediatric Emergency Care Applied Research Network (PECARN) were designed to reduce inappropriate use of CT in children with abdominal and head trauma, respectively. We aimed to validate these prediction rules for children presenting to emergency departments with blunt abdominal or minor head trauma. METHODS For this prospective validation study, we enrolled children and adolescents younger than 18 years presenting to six emergency departments in Sacramento (CA), Dallas (TX), Houston (TX), San Diego (CA), Los Angeles (CA), and Oakland (CA), USA between Dec 27, 2016, and Sept 1, 2021. We excluded patients who were pregnant or had pre-existing neurological disorders preventing examination, penetrating trauma, injuries more than 24 h before arrival, CT or MRI before transfer, or high suspicion of non-accidental trauma. Children presenting with blunt abdominal trauma were enrolled into an abdominal trauma cohort, and children with minor head trauma were enrolled into one of two age-segregated minor head trauma cohorts (younger than 2 years vs aged 2 years and older). Enrolled children were clinically examined in the emergency department, and CT scans were obtained at the attending clinician's discretion. All enrolled children were evaluated against the variables of the pertinent PECARN prediction rule before CT results were seen. The primary outcome of interest in the abdominal trauma cohort was intra-abdominal injury undergoing acute intervention (therapeutic laparotomy, angiographic embolisation, blood transfusion, intravenous fluid for ≥2 days for pancreatic or gastrointestinal injuries, or death from intra-abdominal injury). In the age-segregated minor head trauma cohorts, the primary outcome of interest was clinically important traumatic brain injury (neurosurgery, intubation for >24 h for traumatic brain injury, or hospital admission ≥2 nights for ongoing symptoms and CT-confirmed traumatic brain injury; or death from traumatic brain injury). FINDINGS 7542 children with blunt abdominal trauma and 19 999 children with minor head trauma were enrolled. The intra-abdominal injury rule had a sensitivity of 100·0% (95% CI 98·0-100·0; correct test for 145 of 145 patients with intra-abdominal injury undergoing acute intervention) and a negative predictive value (NPV) of 100·0% (95% CI 99·9-100·0; correct test for 3488 of 3488 patients without intra-abdominal injuries undergoing acute intervention). The traumatic brain injury rule for children younger than 2 years had a sensitivity of 100·0% (93·1-100·0; 42 of 42) for clinically important traumatic brain injuries and an NPV of 100·0%; 99·9-100·0; 2940 of 2940), whereas the traumatic brain injury rule for children aged 2 years and older had a sensitivity of 98·8% (95·8-99·9; 168 of 170) and an NPV of 100·0% (99·9-100·0; 6015 of 6017). The two children who were misclassified by the traumatic brain injury rule were admitted to hospital for observation but did not need neurosurgery. INTERPRETATION The PECARN intra-abdominal injury and traumatic brain injury rules were validated with a high degree of accuracy. Their implementation in paediatric emergency departments can therefore be considered a safe strategy to minimise inappropriate CT use in children needing high-quality care for abdominal or head trauma. FUNDING The Eunice Kennedy Shriver National Institute of Child Health and Human Development.
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Affiliation(s)
- James F Holmes
- Department of Emergency Medicine, School of Medicine, University of California Davis, Sacramento, CA, USA.
| | - Kenneth Yen
- Division of Pediatric Emergency Medicine, Department of Pediatrics, School of Medicine, University of Texas Southwestern, Dallas, TX, USA; Children's Health, University of Texas Southwestern, Dallas, TX, USA
| | - Irma T Ugalde
- Department of Emergency Medicine, McGovern Medical School, Houston, TX, USA
| | - Paul Ishimine
- Department of Emergency Medicine and Department of Pediatrics, School of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Pradip P Chaudhari
- Division of Emergency and Transport Medicine, Children's Hospital Los Angeles, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Nisa Atigapramoj
- Department of Emergency Medicine, UCSF Benioff Children's Hospital, Oakland, CA, USA
| | - Mohamed Badawy
- Division of Pediatric Emergency Medicine, Department of Pediatrics, School of Medicine, University of Texas Southwestern, Dallas, TX, USA; Children's Health, University of Texas Southwestern, Dallas, TX, USA
| | | | - Donovan Nielsen
- Department of Emergency Medicine, School of Medicine, University of California Davis, Sacramento, CA, USA
| | - Allyson C Sage
- Department of Emergency Medicine, School of Medicine, University of California Davis, Sacramento, CA, USA
| | - Grant Tatro
- Virginia Commonwealth School of Medicine, Richmond, VA, USA
| | - Jeffrey S Upperman
- Department of Pediatric Surgery, Vanderbilt University, Nashville, TN, USA
| | - P David Adelson
- Department of Neurosurgery, School of Medicine and Rockefeller Neuroscience Institute, West Virginia University, Morgantown, WV, USA
| | - Daniel J Tancredi
- Department of Pediatrics, School of Medicine, University of California Davis, Sacramento, CA, USA
| | - Nathan Kuppermann
- Department of Emergency Medicine, School of Medicine, University of California Davis, Sacramento, CA, USA; Department of Pediatrics, School of Medicine, University of California Davis, Sacramento, CA, USA
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Bouvier D, Cantais A, Laspougeas A, Lorton F, Plenier Y, Cottier M, Fournier P, Tran A, Moreau E, Durif J, Sarret C, Mourgues C, Sturtz F, Oudart JB, Raffort J, Gonzalo P, Cristol JP, Masson D, Pereira B, Sapin V. Serum S100B Level in the Management of Pediatric Minor Head Trauma: A Randomized Clinical Trial. JAMA Netw Open 2024; 7:e242366. [PMID: 38502126 PMCID: PMC10951739 DOI: 10.1001/jamanetworkopen.2024.2366] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Accepted: 01/23/2024] [Indexed: 03/20/2024] Open
Abstract
Importance Minor head trauma (HT) is one of the most common causes of hospitalization in children. A diagnostic test could prevent unnecessary hospitalizations and cranial computed tomographic (CCT) scans. Objective To evaluate the effectiveness of serum S100B values in reducing exposure to CCT scans and in-hospital observation in children with minor HT. Design, Setting, and Participants This multicenter, unblinded, prospective, interventional randomized clinical trial used a stepped-wedge cluster design to compare S100B biomonitoring and control groups at 11 centers in France. Participants included children and adolescents 16 years or younger (hereinafter referred to as children) admitted to the emergency department with minor HT. The enrollment period was November 1, 2016, to October 31, 2021, with a follow-up period of 1 month for each patient. Data were analyzed from March 7 to May 29, 2023, based on the modified intention-to-treat and per protocol populations. Interventions Children in the control group had CCT scans or were hospitalized according to current recommendations. In the S100B biomonitoring group, blood sampling took place within 3 hours after minor HT, and management depended on serum S100B protein levels. If the S100B level was within the reference range according to age, the children were discharged from the emergency department. Otherwise, children were treated as in the control group. Main Outcomes and Measures Proportion of CCT scans performed (absence or presence of CCT scan for each patient) in the 48 hours following minor HT. Results A total of 2078 children were included: 926 in the control group and 1152 in the S100B biomonitoring group (1235 [59.4%] boys; median age, 3.2 [IQR, 1.0-8.5] years). Cranial CT scans were performed in 299 children (32.3%) in the control group and 112 (9.7%) in the S100B biomonitoring group. This difference of 23% (95% CI, 19%-26%) was not statistically significant (P = .44) due to an intraclass correlation coefficient of 0.32. A statistically significant 50% reduction in hospitalizations (95% CI, 47%-53%) was observed in the S100B biomonitoring group (479 [41.6%] vs 849 [91.7%]; P < .001). Conclusions and Relevance In this randomized clinical trial of effectiveness of the serum S100B level in the management of pediatric minor HT, S100B biomonitoring yielded a reduction in the number of CCT scans and in-hospital observation when measured in accordance with the conditions defined by a clinical decision algorithm. Trial Registration ClinicalTrials.gov Identifier: NCT02819778.
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Affiliation(s)
- Damien Bouvier
- Department of Biochemistry and Molecular Genetics, Centre Hospitalier Universitaire (CHU) Clermont-Ferrand, Université Clermont Auvergne, Centre National de la Recherche Scientifique (CNRS), Institut National de la Santé et de la Recherche Médicale (INSERM), Génétique, Reproduction et Développement, Clermont-Ferrand, France
| | - Aymeric Cantais
- Department of Pediatrics, CHU Saint-Etienne, Saint-Etienne, France
| | | | - Fleur Lorton
- Pediatric Emergency Department, Nantes Université, CHU Nantes, INSERM, Centre d’Investigation Clinique 1413, Nantes, France
| | | | - Maria Cottier
- Department of Pediatrics, CHU Montpellier, Montpellier, France
| | | | - Antoine Tran
- Department of Pediatrics, CHU Nice, Nice, France
| | - Emilie Moreau
- Department of Pediatrics, Assistance Publique–Hôpitaux de Marseille, Marseille, France
| | - Julie Durif
- Department of Biochemistry and Molecular Genetics, CHU Clermont-Ferrand, Clermont-Ferrand, France
| | - Catherine Sarret
- Department of Pediatrics, CHU Clermont-Ferrand, Université Clermont Auvergne, CNRS, SIGMA, Thérapies Guidées par l’Image, Clermont-Ferrand, France
| | - Charline Mourgues
- Biostatistics Unit (Délégation à la Recherche Clinique et à l’Innovation), CHU Clermont-Ferrand, Clermont-Ferrand, France
| | - Franck Sturtz
- Department of Biochemistry, CHU Limoges, Limoges, France
| | - Jean-Baptiste Oudart
- Faculté de Médecine, Université de Reims Champagne-Ardenne, Matrice Extracellulaire et Dynamique Cellulaire Unit, UMR CNRS 7369, Reims, France
| | | | - Philippe Gonzalo
- Department of Biochemistry and Pharmacology, CHU Saint-Etienne, Saint-Etienne, France
| | | | - Damien Masson
- Department of Biochemistry, CHU Nantes, Nantes, France
| | - Bruno Pereira
- Biostatistics Unit (Délégation à la Recherche Clinique et à l’Innovation), CHU Clermont-Ferrand, Clermont-Ferrand, France
| | - Vincent Sapin
- Department of Biochemistry and Molecular Genetics, Centre Hospitalier Universitaire (CHU) Clermont-Ferrand, Université Clermont Auvergne, Centre National de la Recherche Scientifique (CNRS), Institut National de la Santé et de la Recherche Médicale (INSERM), Génétique, Reproduction et Développement, Clermont-Ferrand, France
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Chhabra S, Cameron A, Thavorn K, Sikora L, Yadav K. Quality of health economic evaluations in emergency medicine journals: a systematic review. CAN J EMERG MED 2023; 25:676-688. [PMID: 37389770 DOI: 10.1007/s43678-023-00535-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Accepted: 05/28/2023] [Indexed: 07/01/2023]
Abstract
OBJECTIVE Health economic evaluations are used in decision-making regarding resource allocation and it is imperative that they are completed with rigor. The primary objectives were to describe the characteristics and assess the quality of economic evaluations published in emergency medicine journals. METHODS Two reviewers independently searched 19 emergency medicine-specific journals via Medline and Embase from inception until March 3, 2022. Quality assessment was completed using the Quality of Health Economic Studies (QHES) tool, and the primary outcome was the QHES score out of 100. Additionally, we identified factors that may contribute to higher-quality publications. RESULTS 7260 unique articles yielded 48 economic evaluations that met inclusion criteria. Most studies were cost-utility analyses and of high quality, with a median QHES score of 84 (interquartile range, IQR: 72, 90). Studies based on mathematical models and those primarily designed as an economic evaluation were associated with higher quality scores. The most commonly missed QHES items were: (i) providing and justifying the perspective of the analysis, (ii) providing justification for the primary outcome, and (iii) selecting an outcome that was long enough to allow for relevant events to occur. CONCLUSIONS The majority of health economic evaluations in the emergency medicine literature are cost-utility analyses and are of high quality. Decision analytic models and studies primarily designed as economic analyses were positively correlated with higher quality. To improve study quality, future EM economic evaluations should justify the choice of the perspective of the analysis and the selection of the primary outcome.
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Affiliation(s)
- Shawn Chhabra
- Department of Emergency Medicine, University of Ottawa, Ottawa, ON, Canada.
| | - Austin Cameron
- Department of Emergency Medicine, University of Ottawa, Ottawa, ON, Canada
- Division of Neonatal-Perinatal Medicine, IWK Health Centre, Halifax, NS, Canada
| | - Kednapa Thavorn
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, University of Ottawa, Ottawa, ON, Canada
| | - Lindsey Sikora
- Health Sciences Library, University of Ottawa, Ottawa, ON, Canada
| | - Krishan Yadav
- Department of Emergency Medicine, University of Ottawa, Ottawa, ON, Canada
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, University of Ottawa, Ottawa, ON, Canada
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Singh S, Hearps S, Nishijima DK, Cheek JA, Borland M, Dalziel S, Holmes J, Kuppermann N, Babl FE, Hoch JS. Cost-effectiveness of patient observation on cranial CT use with minor head trauma. Arch Dis Child 2022; 107:712-718. [PMID: 35193874 DOI: 10.1136/archdischild-2021-323701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Accepted: 02/04/2022] [Indexed: 11/04/2022]
Abstract
OBJECTIVE To evaluate the cost-effectiveness of planned observation on cranial CT use in children with minor head trauma. DESIGN Planned secondary analysis of a multicentre prospective observation study. SETTING Australia and New Zealand. PATIENTS An analytic cohort of 18 471 children aged <18 years with Glasgow Coma Scale scores 14-15 presenting <24 hours after blunt head trauma stratified by the Pediatric Emergency Care Applied Research Network (PECARN) traumatic brain injury (TBI) risk categories. INTERVENTION A plan for observation and immediate CT scan were documented after the initial assessment. The planned observation group included those with planned observation and no immediate plan for CT. MAIN OUTCOME MEASURES Taking an Australian public-funded healthcare perspective, we estimated the cost-effectiveness of planned observation on the adjusted mean costs per child and CT use reduction by net benefit regression analysis using ordinary least squares with robust SEs and bootstrapping. All costs presented in 2018 euros. RESULTS Planned observation in 4945 (27%) children was cost-saving of €85 (95% CI -120 to -51) with 10.4% lower CT use (95% CI 9.6 to 11.2). This strategy was cost-saving for the PECARN high-risk (-€757 (95% CI -961 to -554)) and intermediate-risk (-€52 (95% CI -99 to -4.3)) categories, with 43% (95% CI 39 to 47) and 11% (95% CI 9.6 to 12.4) lower CT use, respectively. The very low-risk category incurred more cost of €86 (95% CI 67 to 104) with planned observation and 0.05% lower CT use (95% CI -0.61 to 0.71). CONCLUSION Planned ED observation in selected children with minor head trauma is cost-effective for reducing CT use for the PECARN intermediate-risk and high-risk categories. TRIAL REGISTRATION NUMBER ACTRN12614000463673.
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Affiliation(s)
- Sonia Singh
- Department of Paediatrics, The University of Melbourne Faculty of Medicine Dentistry and Health Sciences, Melbourne, Victoria, Australia .,Clinical Sciences, Murdoch Children's Research Institute, Parkville, Victoria, Australia.,Department of Emergency Medicine, University of California Davis School of Medicine, Sacramento, California, USA
| | - Stephen Hearps
- Child Neuropsychology, Murdoch Children's Research Institute, Melbourne, Victoria, Australia
| | - Daniel K Nishijima
- Department of Emergency Medicine, University of California Davis School of Medicine, Sacramento, California, USA
| | - John Alexander Cheek
- Department of Paediatrics, The University of Melbourne Faculty of Medicine Dentistry and Health Sciences, Melbourne, Victoria, Australia.,Clinical Sciences, Murdoch Children's Research Institute, Parkville, Victoria, Australia.,Emergency Department, Royal Children's Hospital Melbourne, Parkville, Victoria, Australia
| | - Meredith Borland
- Emergency Medicine, Perth Children's Hospital, Nedlands, Western Australia, Australia.,Divisions of Paediatrics and Emergency Medicine, University of Western Australia, Crawley, Western Australia, Australia
| | - Stuart Dalziel
- Emergency Department, Starship Children's Health, Auckland, New Zealand.,Departments of Surgery and Paediatrics: Child and Youth Health, The University of Auckland, Auckland, New Zealand
| | - James Holmes
- Department of Emergency Medicine, University of California Davis School of Medicine, Sacramento, California, USA.,Center for Healthcare Policy and Research, University of California Davis Health System, Sacramento, California, USA
| | - Nathan Kuppermann
- Department of Emergency Medicine, University of California Davis School of Medicine, Sacramento, California, USA.,Department of Pediatrics, University of California Davis School of Medicine, Sacramento, California, USA
| | - Franz E Babl
- Department of Paediatrics, The University of Melbourne Faculty of Medicine Dentistry and Health Sciences, Melbourne, Victoria, Australia.,Clinical Sciences, Murdoch Children's Research Institute, Parkville, Victoria, Australia.,Emergency Department, Royal Children's Hospital Melbourne, Parkville, Victoria, Australia
| | - Jeffrey S Hoch
- Center for Healthcare Policy and Research, University of California Davis Health System, Sacramento, California, USA.,Department of Public Health Sciences, University of California Davis, Davis, California, USA
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Conombo B, Guertin JR, Tardif PA, Gagnon MA, Duval C, Archambault P, Berthelot S, Lauzier F, Turgeon AF, Stelfox HT, Chassé M, Hoch JS, Gabbe B, Champion H, Lecky F, Cameron P, Moore L. Economic Evaluation of In-Hospital Clinical Practices in Acute Injury Care: A Systematic Review. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2022; 25:844-854. [PMID: 35500953 DOI: 10.1016/j.jval.2021.10.018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Revised: 08/27/2021] [Accepted: 10/31/2021] [Indexed: 06/14/2023]
Abstract
OBJECTIVES Underuse of high-value clinical practices and overuse of low-value practices are major sources of inefficiencies in modern healthcare systems. To achieve value-based care, guidelines and recommendations should target both underuse and overuse and be supported by evidence from economic evaluations. We aimed to conduct a systematic review of the economic value of in-hospital clinical practices in acute injury care to advance knowledge on value-based care in this patient population. METHODS Pairs of independent reviewers systematically searched MEDLINE, Embase, Web of Science, and Cochrane Central Register for full economic evaluations of in-hospital clinical practices in acute trauma care published from 2009 to 2019 (last updated on June 17, 2020). Results were converted into incremental net monetary benefit and were summarized with forest plots. The protocol was registered with PROSPERO (CRD42020164494). RESULTS Of 33 910 unique citations, 75 studies met our inclusion criteria. We identified 62 cost-utility, 8 cost-effectiveness, and 5 cost-minimization studies. Values of incremental net monetary benefit ranged from international dollars -467 000 to international dollars 194 000. Of 114 clinical interventions evaluated (vs comparators), 56 were cost-effective. We identified 15 cost-effective interventions in emergency medicine, 6 in critical care medicine, and 35 in orthopedic medicine. A total of 58 studies were classified as high quality and 17 as moderate quality. From studies with a high level of evidence (randomized controlled trials), 4 interventions were clearly dominant and 8 were dominated. CONCLUSIONS This research advances knowledge on value-based care for injury admissions. Results suggest that almost half of clinical interventions in acute injury care that have been studied may not be cost-effective.
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Affiliation(s)
- Blanchard Conombo
- Department of Social and Preventative Medicine, Université Laval, Québec City, Québec, Canada; Population Health and Optimal Health Practices Research Unit, Trauma - Emergency - Critical Care Medicine, Centre de Recherche du CHU de Québec (Hôpital de l'Enfant-Jésus), Université Laval, Québec City, Québec, Canada
| | - Jason R Guertin
- Department of Social and Preventative Medicine, Université Laval, Québec City, Québec, Canada
| | - Pier-Alexandre Tardif
- Population Health and Optimal Health Practices Research Unit, Trauma - Emergency - Critical Care Medicine, Centre de Recherche du CHU de Québec (Hôpital de l'Enfant-Jésus), Université Laval, Québec City, Québec, Canada
| | - Marc-Aurèle Gagnon
- Department of Social and Preventative Medicine, Université Laval, Québec City, Québec, Canada; Population Health and Optimal Health Practices Research Unit, Trauma - Emergency - Critical Care Medicine, Centre de Recherche du CHU de Québec (Hôpital de l'Enfant-Jésus), Université Laval, Québec City, Québec, Canada
| | - Cécile Duval
- Department of Social and Preventative Medicine, Université Laval, Québec City, Québec, Canada; Population Health and Optimal Health Practices Research Unit, Trauma - Emergency - Critical Care Medicine, Centre de Recherche du CHU de Québec (Hôpital de l'Enfant-Jésus), Université Laval, Québec City, Québec, Canada
| | - Patrick Archambault
- Department of Family Medicine and Emergency Medicine, Université Laval, Québec City, Québec, Canada; VITAM-Centre de recherche en santé durable, Université Laval, Québec City, Québec, Canada; Centre intégré de santé et de services sociaux de Chaudière-Appalaches, Université Laval, Québec City, Québec, Canada
| | - Simon Berthelot
- Department of Family Medicine and Emergency Medicine, Université Laval, Québec City, Québec, Canada
| | - François Lauzier
- Division of Critical Care Medicine, Department of Anesthesiology and Critical Care Medicine, Université Laval, Québec City, Québec, Canada
| | - Alexis F Turgeon
- Division of Critical Care Medicine, Department of Anesthesiology and Critical Care Medicine, Université Laval, Québec City, Québec, Canada
| | - Henry T Stelfox
- Department of Critical Care Medicine, Medicine and Community Health Sciences, O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada
| | - Michaël Chassé
- Department of Medicine, Université de Montréal, Québec City, Québec, Canada
| | - Jeffrey S Hoch
- Division of Health Policy and Management, Department of Public Health Sciences, University of California, Davis, Davis, CA, USA
| | - Belinda Gabbe
- School of Public Health and Preventive Medicine at Monash University, Melbourne, Victoria, Australia
| | - Howard Champion
- Uniformed Services University of the Health Sciences Annapolis, Bethesda, MD, USA
| | - Fiona Lecky
- School of Health and Related Research, Sheffield, England, UK
| | - Peter Cameron
- School of Public Health and Preventive Medicine at Monash University, Melbourne, Victoria, Australia
| | - Lynne Moore
- Department of Social and Preventative Medicine, Université Laval, Québec City, Québec, Canada; Population Health and Optimal Health Practices Research Unit, Trauma - Emergency - Critical Care Medicine, Centre de Recherche du CHU de Québec (Hôpital de l'Enfant-Jésus), Université Laval, Québec City, Québec, Canada.
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Young children with a minor traumatic head injury: clinical observation or CT scan? Eur J Pediatr 2022; 181:3291-3297. [PMID: 35748958 PMCID: PMC9395303 DOI: 10.1007/s00431-022-04514-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 05/02/2022] [Accepted: 05/23/2022] [Indexed: 11/03/2022]
Abstract
UNLABELLED Currently, in young children with minor traumatic head injuries (MTHI) classified as intermediate risk (IR), PECARN recommends clinical observation over computer tomography (CT) scan depending on provider comfort, although both options being possible. In this study, we describe clinicians' choice and which factors were associated with this decision. This was a planned sub-study of a prospective multicenter observational study that enrolled 1006 children younger than 18 years with MTHI who presented to six emergency departments in The Netherlands. Of those, 280 children classified as IR group fulfilling one or more minor criteria, leaving the clinician with the choice between clinical observation and a CT scan. In our cohort, 228/280 (81%) children were admitted for clinical observation, 15/280 (5.4%) received a CT scan, 6/280 (2.1%) received a CT scan and were admitted for observation, and 31/280 (11%) children were discharged from the emergency department without any intervention. Three objective factors were associated with a CT scan, namely age above 2 years, the presence of any loss of consciousness (LOC), and presentation on weekend days. CONCLUSION In children with MTHI in an IR group, clinicians prefer clinical observation above performing a CT scan. Older age, day of presentation, and any loss of consciousness are factors associated with a CT scan. WHAT IS KNOWN • Clinical decision rules have been developed in the management of children of different risk groups with minor traumatic head injury (MTHI). • According to the Dutch national, clinical decision rules in children under 6 years of age up to 50% of children classify as intermediate risk (IR) and clinicians may choose between clinical observation and computed tomography (CT). WHAT IS NEW • In this IR group, clinical observation is chosen in 81% children with MTHI. • In the subgroup where clinicians performed a CT scan, children were older and presented more frequently on a weekend day, and more frequently consciousness was lost.
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Engineer RS, Podolsky SR, Fertel BS, Grover P, Jimenez H, Simon EL, Smalley CM. A Pilot Study to Reduce Computed Tomography Utilization for Pediatric Mild Head Injury in the Emergency Department Using a Clinical Decision Support Tool and a Structured Parent Discussion Tool. Pediatr Emerg Care 2021; 37:e1670-e1674. [PMID: 29768294 DOI: 10.1097/pec.0000000000001501] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
INTRODUCTION The American College of Emergency Physicians embarked on the "Choosing Wisely" campaign to avoid computed tomographic (CT) scans in patients with minor head injury who are at low risk based on validated decision rules. We hypothesized that a Pediatric Mild Head Injury Care Path could be developed and implemented to reduce inappropriate CT utilization with support of a clinical decision support tool (CDST) and a structured parent discussion tool. METHODS A quality improvement project was initiated for 9 weeks to reduce inappropriate CT utilization through 5 interventions: (1) engagement of leadership, (2) provider education, (3) incorporation of a parent discussion tool to guide discussion during the emergency department (ED) visit between the parent and the provider, (4) CDST embedded in the electronic medical record, and (5) importation of data into the note to drive compliance. Patients prospectively were enrolled when providers at a pediatric and a freestanding ED entered data into the CDST for decision making. Rate of care path utilization and head CT reduction was determined for all patients with minor head injury based on International Classification of Diseases, Ninth Revision codes. Targets for care path utilization and head CT reduction were established a priori. Results were compared with baseline data collected from 2013. RESULTS The CDST was used in 176 (77.5%) of 227 eligible patients. Twelve patients were excluded based on a priori criteria. Adherence to recommendations occurred in 162 (99%) of 164 patients. Head CT utilization was reduced from 62.7% to 22% (odds ratio, 0.17; 95% confidence interval, 0.12-0.24) where CDST was used by the provider. There were no missed traumatic brain injuries in our study group. CONCLUSION A Pediatric Mild Head Injury Care Path can be implemented in a pediatric and freestanding ED, resulting in reduced head CT utilization and high levels of adherence to CDST recommendations.
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Affiliation(s)
- Rakesh S Engineer
- From the Emergency Services Institute, Cleveland Clinic Health System, Cleveland, OH
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Tsao J, Hook M, Shah P, Bingham PM. Implementation of Pediatric Emergency Care Applied Research Network Guidelines for Traumatic Brain Injury in a Rural Tertiary Care Center. Pediatr Emerg Care 2021; 37:513-518. [PMID: 32541400 DOI: 10.1097/pec.0000000000002124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES To evaluate changes in imaging practices for pediatric head trauma after publication of the Pediatric Emergency Care Applied Research Network (PECARN) guidelines, explore areas for quality improvement regarding neuroradiology referrals. We also sought to determine the prevalence of incidental findings discovered on computed tomographies (CTs) attained for minor head trauma and ascertain disposition in these cases. METHODS This retrospective study was conducted at a rural academic center and included 156 children who received CTs for head trauma between 2005 and 2015. Subjects were divided into 2 groups: pre-PECARN publication and post-PECARN publication. Electronic medical records were reviewed to determine whether or not head CTs were obtained according to PECARN guidelines. The proportion of scanned cases and incidental findings in each group was then compared. RESULTS Significantly more subjects met PECARN criteria for head CT during the pre-PECARN period (67.1% vs 50.6%, P = 0.04). Among those who met PECARN criteria, severe mechanism of injury was the most common criterion met in both groups (43.8% pre-PECARN and 26.5% post-PECARN). Nine (5.7%) subjects had incidental findings (similar for both study periods), of which 3 prompted additional diagnostic testing or invasive intervention. Among those who did not meet PECARN criteria, the most common mechanism of injury was fall (<3 ft). CONCLUSIONS Implementation of PECARN guidelines at our center remained limited in the 5 years after publication of this practice guide. Clinically insignificant incidental findings were often detected and may heighten patient anxiety.
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Affiliation(s)
- Jackie Tsao
- From the Department of Neurosciences, Robert Larner, MD, School of Medicine
| | | | - Purvi Shah
- From the Department of Neurosciences, Robert Larner, MD, School of Medicine
| | - Peter M Bingham
- Division of Pediatric Neurology, the University of Vermont Medical Center, Burlington, VT
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Schefft M, Noda A, Godbout E. Aligning Patient Safety and Stewardship: A Harm Reduction Strategy for Children. CURRENT TREATMENT OPTIONS IN PEDIATRICS 2021; 7:138-151. [PMID: 38624879 PMCID: PMC8273156 DOI: 10.1007/s40746-021-00227-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Accepted: 06/29/2021] [Indexed: 11/30/2022]
Abstract
Purpose of review Review important patient safety and stewardship concepts and use clinical examples to describe how they align to improve patient outcomes and reduce harm for children. Recent findings Current evidence indicates that healthcare overuse is substantial. Unnecessary care leads to avoidable adverse events, anxiety and distress, and financial toxicity. Increases in antimicrobial resistance, venous thromboembolism, radiation exposure, and healthcare costs are examples of patient harm associated with a lack of stewardship. Studies indicate that many tools can increase standardization of care, improve resource utilization, and enhance safety culture to better align safety and stewardship. Summary The principles of stewardship and parsimonious care can improve patient safety for children.
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Affiliation(s)
- Matthew Schefft
- Department of Pediatrics, Division of Hospital Medicine, Children’s Hospital of Richmond at Virginia Commonwealth University Health System, Richmond, Virginia, USA
- Children’s Hospital of Richmond at VCU, 1001 E Marshall St, Richmond, VA 23298 USA
| | - Andrew Noda
- Department of Pharmacy, Virginia Commonwealth University Health System, Richmond, Virginia, USA
| | - Emily Godbout
- Department of Pediatrics, Division of Infectious Disease, Children’s Hospital of Richmond at Virginia Commonwealth University Health System, Richmond, Virginia, USA
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10
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Ukwuoma OI, Allareddy V, Allareddy V, Rampa S, Rose JA, Shein SL, Rotta AT. Trends in Head Computed Tomography Utilization in Children Presenting to Emergency Departments After Traumatic Head Injury. Pediatr Emerg Care 2021; 37:e384-e390. [PMID: 30256318 DOI: 10.1097/pec.0000000000001618] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
OBJECTIVES Although closed head injuries occur commonly in children, most do not have a clinically important traumatic brain injury (ciTBI) and do not require neuroimaging. We sought to determine whether the utilization of computed tomography of the head (CT-H) in children presenting to an emergency department (ED) with a closed head injury changed after publication of validated clinical prediction rules to identify children at risk of ciTBI by the Pediatric Emergency Care Applied Research Network (PECARN). METHODS We used the nationwide ED sample (2008-2013) to examine children visiting an ED after a mild closed head injury. Multiple patient and hospital characteristics were assessed. RESULTS Of the 4,552,071 children presenting to an ED with a mild closed head injury, 1,181,659 (26.0%) underwent CT-H. Care was most commonly received at metropolitan teaching hospitals (43.5%) and varied markedly by geographic region. Overall, there were no significant changes in the nationwide rates of CT-H utilization in the period immediately after publication of the PECARN prediction rules. However, compared with metropolitan teaching hospitals, CT-H utilization increased significantly for patients treated at nonteaching hospitals and at nonmetropolitan hospitals. CONCLUSIONS There was no overall reduction in CT-H utilization after publication of the 2009 PECARN prediction rules. However, patients treated at metropolitan teaching hospitals were significantly less likely to undergo CT-H after 2009, suggesting some penetration of the PECARN tool in that setting. Further research should study patterns of CT-H utilization in nonteaching hospitals and nonmetropolitan hospitals to assess challenges for adoption of validated pediatric ciTBI prediction rules.
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Affiliation(s)
- Onyinyechi I Ukwuoma
- From the UH Rainbow Babies & Children's Hospital, Case Western Reserve School of Medicine, Cleveland, OH
| | | | | | - Sankeerth Rampa
- Management & Marketing Department, School of Business, Rhode Island College, Providence, RI
| | - Jerri A Rose
- From the UH Rainbow Babies & Children's Hospital, Case Western Reserve School of Medicine, Cleveland, OH
| | - Steven L Shein
- From the UH Rainbow Babies & Children's Hospital, Case Western Reserve School of Medicine, Cleveland, OH
| | - Alexandre T Rotta
- From the UH Rainbow Babies & Children's Hospital, Case Western Reserve School of Medicine, Cleveland, OH
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Michiwaki Y, Maehara N, Ren N, Kawano Y, Nagaoka S, Maeda K, Kanemeto Y, Gi H. Indications for computed tomography use and frequency of traumatic abnormalities based on real-world data of 2405 pediatric patients with minor head trauma. Surg Neurol Int 2021; 12:321. [PMID: 34345462 PMCID: PMC8326105 DOI: 10.25259/sni_176_2021] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Accepted: 05/29/2021] [Indexed: 12/28/2022] Open
Abstract
Background In pediatric patients with minor head trauma, computed tomography (CT) is often performed beyond the scope of recommendations that are based on existing algorithms. Herein, we evaluated pediatric patients with minor head trauma who underwent CT examinations, quantified its frequency, and determined how often traumatic findings were observed in the intracranial region or skull. Methods We retrospectively reviewed the medical records and neuroimages of pediatric patients (0-5 years) who presented at our hospital with minor head trauma within 24 h after injury. Results Of 2405 eligible patients, 1592 (66.2%) underwent CT examinations and 45 (1.9%) had traumatic intracranial hemorrhage or skull fracture on CT. No patient underwent surgery or intensive treatment. Multivariate analyses revealed that an age of 1-5 years (vs. <1 year; P < 0.001), Glasgow Coma Scale (GCS) score of 14 (vs. a score of 15; P = 0.008), sustaining a high-altitude fall (P < 0.001), using an ambulance (P < 0.001), and vomiting (P < 0.001) were significantly associated with the performance of CT examination. In addition, traumatic abnormalities on CT were significantly associated with the combination of an age of under 1 year (P = 0.042), GCS score of 14 (P < 0.001), and sustaining a high-altitude fall (P = 0.004). Conclusion Although slightly broader indications for CT use, compared to the previous algorithms, could detect and evaluate minor traumatic changes in pediatric patients with minor head trauma, over-indications for CT examinations to detect only approximately 2% of abnormalities should be avoided and the indications should be determined based on the patient's age, condition, and cause of injury.
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Affiliation(s)
- Yuhei Michiwaki
- Department of Neurosurgery, International University of Health and Welfare, Narita Hospital, Narita City, Chiba, Japan.,Department of Neurosurgery, Baba Memorial Hospital, Sakai City, Osaka, Japan
| | - Naoki Maehara
- Department of Neurosurgery, Baba Memorial Hospital, Sakai City, Osaka, Japan
| | - Nice Ren
- Department of Neurosurgery, Baba Memorial Hospital, Sakai City, Osaka, Japan
| | - Yosuke Kawano
- Department of Neurosurgery, Baba Memorial Hospital, Sakai City, Osaka, Japan
| | - Shintaro Nagaoka
- Department of Neurosurgery, Baba Memorial Hospital, Sakai City, Osaka, Japan
| | - Kazushi Maeda
- Department of Neurosurgery, Baba Memorial Hospital, Sakai City, Osaka, Japan
| | - Yukihide Kanemeto
- Department of Neurosurgery, Baba Memorial Hospital, Sakai City, Osaka, Japan
| | - Hidefuku Gi
- Department of Neurosurgery, Baba Memorial Hospital, Sakai City, Osaka, Japan
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12
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Ali A, Tatum D, Jones G, Guidry C, McGrew P, Schroll R, Harris C, Duchesne J, Taghavi S. Computed Tomography for Pediatric Pelvic Fractures in Pediatric Versus Adult Trauma Centers. J Surg Res 2020; 259:47-54. [PMID: 33279844 DOI: 10.1016/j.jss.2020.11.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 10/08/2020] [Accepted: 11/02/2020] [Indexed: 11/15/2022]
Abstract
BACKGROUND Pediatric pelvic fractures are a significant source of morbidity for children in the United States. In the era of specialized care, the relationship between trauma center designation and outcomes remains unknown. We hypothesized that there would be no difference in patient outcomes when treated at adult trauma centers (ATCs), pediatric trauma centers (PTCs), or dual trauma centers (DTCs). MATERIALS AND METHODS We used the National Trauma Data Bank to identify pediatric (≤14 y) patients suffering pelvic fractures in 2013-2015. DTCs were defined as centers with level I or II trauma designation for both pediatric and adult care. Primary outcomes included mortality, complications, and computed tomography (CT) utilization. RESULTS There were 4260 patients who met study criteria. Of these, 1290 (22%) were treated at ATCs, 1332 (30%) at PTCs, and 2120 (48%) at DTCs. Pediatric patients treated at ATCs were more likely to suffer a complication or receive a CT scan. On multivariate analysis, patients treated at PTCs and DTCs were significantly less likely to have a recorded complication or receive head, thoracic, or whole-body CT scans compared with ATCs. DTCs, but not PTCs, used fewer abdominal CT scans. Mortality rates were not predicted by center designation. CONCLUSIONS For pediatric pelvic fractures, centers with pediatric trauma designation (PTCs and DTCs) appear to have better outcomes despite significantly less use of CT scans. Further studies are needed to determine optimal management of pediatric pelvic fractures while minimizing exposure to ionizing radiation. LEVEL OF EVIDENCE Level III Retrospective.
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Affiliation(s)
- Ayman Ali
- Tulane University School of Medicine, New Orleans, Louisiana
| | | | - Glenn Jones
- LSU Health - Baton Rouge, Baton Rouge, Lousiana
| | - Chrissy Guidry
- Tulane University School of Medicine, New Orleans, Louisiana
| | - Patrick McGrew
- Tulane University School of Medicine, New Orleans, Louisiana
| | - Rebecca Schroll
- Tulane University School of Medicine, New Orleans, Louisiana
| | - Charles Harris
- Tulane University School of Medicine, New Orleans, Louisiana
| | - Juan Duchesne
- Tulane University School of Medicine, New Orleans, Louisiana
| | - Sharven Taghavi
- Tulane University School of Medicine, New Orleans, Louisiana.
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Identification of Abusive Head Trauma in High-Risk Infants: A Cost-Effectiveness Analysis. J Pediatr 2020; 227:176-183.e3. [PMID: 32531314 PMCID: PMC10372721 DOI: 10.1016/j.jpeds.2020.06.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2019] [Revised: 05/08/2020] [Accepted: 06/03/2020] [Indexed: 12/21/2022]
Abstract
OBJECTIVES To evaluate the cost-effectiveness of abusive head trauma detection strategies in emergency department settings with and without rapid magnetic resonance imaging (rMRI) availability. STUDY DESIGN A Markov decision model estimated outcomes in well-appearing infants with high-risk chief complaints. In an emergency department without rMRI, we considered 3 strategies: clinical judgment, universal head computed tomography (CT) scan, or the Pittsburgh Infant Brain Injury Score (PIBIS) with a CT scan. In an emergency department with rMRI for brain availability, we considered additional strategies: universal rMRI, universal rMRI with a CT scan, PIBIS with rMRI, and PIBIS with rMRI followed by a CT scan. Correct diagnosis eliminated future risk; missed abusive head trauma led to reinjury risk with associated poor outcomes. Cohorts were followed for 1 year from a healthcare perspective. One-way and probabilistic sensitivity analyses were performed. The main outcomes evaluated in this study were abusive head trauma correctly identified and incremental cost per quality-adjusted life-year. RESULTS Without rMRI availability, PIBIS followed by a CT scan was the most cost-effective strategy. Results were sensitive to variation of CT scan-induced cancer parameters and abusive head trauma prevalence. When rMRI was available, universal rMRI followed by a confirmatory CT scan cost $25 791 to gain 1 additional quality-adjusted life-year compared with PIBIS followed by rMRI with a confirmatory CT scan. In both models, clinical judgement was less effective than alternative strategies. CONCLUSIONS By applying CT scans to a more targeted population, PIBIS decreases radiation exposure and is more effective for the identification of abusive head trauma compared with clinical judgment. When rMRI is available, universal rMRI with a CT scan is more effective than PIBIS and is economically favorable.
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14
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Nigrovic LE, Kuppermann N. Children With Minor Blunt Head Trauma Presenting to the Emergency Department. Pediatrics 2019; 144:peds.2019-1495. [PMID: 31771961 DOI: 10.1542/peds.2019-1495] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/10/2019] [Indexed: 11/24/2022] Open
Abstract
In our state-of-the-art review, we summarize the best-available evidence for the optimal emergency department management of children with minor blunt head trauma. Minor blunt head trauma in children is a common reason for emergency department evaluation, although clinically important traumatic brain injuries (TBIs) as a result are uncommon. Cranial computed tomography (CT) scanning is the reference standard for the diagnosis of TBIs, although they should be used judiciously because of the risk of lethal malignancy from ionizing radiation exposure, with the greatest risk to the youngest children. Available TBI prediction rules can assist with CT decision-making by identifying patients at either low risk for TBI, for whom CT scans may safely be obviated, or at high risk, for whom CT scans may be indicated. For clinical prediction rules to change practice, however, they require active implementation. Observation before CT decision-making in selected patients may further reduce CT rates without missing children with clinically important TBIs. Future work is also needed to incorporate patient and family preferences into these decision-making algorithms when the course of action is not clear.
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Affiliation(s)
- Lise E Nigrovic
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts; and
| | - Nathan Kuppermann
- Departments of Emergency Medicine and.,Pediatrics, School of Medicine, University of California, Davis, Davis, California; and.,UC Davis Health, Sacramento, California
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15
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Khalifa M, Magrabi F, Gallego B. Developing a framework for evidence-based grading and assessment of predictive tools for clinical decision support. BMC Med Inform Decis Mak 2019; 19:207. [PMID: 31664998 PMCID: PMC6820933 DOI: 10.1186/s12911-019-0940-7] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2018] [Accepted: 10/16/2019] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Clinical predictive tools quantify contributions of relevant patient characteristics to derive likelihood of diseases or predict clinical outcomes. When selecting predictive tools for implementation at clinical practice or for recommendation in clinical guidelines, clinicians are challenged with an overwhelming and ever-growing number of tools, most of which have never been implemented or assessed for comparative effectiveness. To overcome this challenge, we have developed a conceptual framework to Grade and Assess Predictive tools (GRASP) that can provide clinicians with a standardised, evidence-based system to support their search for and selection of efficient tools. METHODS A focused review of the literature was conducted to extract criteria along which tools should be evaluated. An initial framework was designed and applied to assess and grade five tools: LACE Index, Centor Score, Well's Criteria, Modified Early Warning Score, and Ottawa knee rule. After peer review, by six expert clinicians and healthcare researchers, the framework and the grading of the tools were updated. RESULTS GRASP framework grades predictive tools based on published evidence across three dimensions: 1) Phase of evaluation; 2) Level of evidence; and 3) Direction of evidence. The final grade of a tool is based on the highest phase of evaluation, supported by the highest level of positive evidence, or mixed evidence that supports a positive conclusion. Ottawa knee rule had the highest grade since it has demonstrated positive post-implementation impact on healthcare. LACE Index had the lowest grade, having demonstrated only pre-implementation positive predictive performance. CONCLUSION GRASP framework builds on widely accepted concepts to provide standardised assessment and evidence-based grading of predictive tools. Unlike other methods, GRASP is based on the critical appraisal of published evidence reporting the tools' predictive performance before implementation, potential effect and usability during implementation, and their post-implementation impact. Implementing the GRASP framework as an online platform can enable clinicians and guideline developers to access standardised and structured reported evidence of existing predictive tools. However, keeping GRASP reports up-to-date would require updating tools' assessments and grades when new evidence becomes available, which can only be done efficiently by employing semi-automated methods for searching and processing the incoming information.
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Affiliation(s)
- Mohamed Khalifa
- Australian Institute of Health Innovation, Faculty of Medicine and Health Sciences, Macquarie University, Sydney, Australia
| | - Farah Magrabi
- Australian Institute of Health Innovation, Faculty of Medicine and Health Sciences, Macquarie University, Sydney, Australia
| | - Blanca Gallego
- Australian Institute of Health Innovation, Faculty of Medicine and Health Sciences, Macquarie University, Sydney, Australia
- Centre for Big Data Research in Health, Faculty of Medicine, Univerisity of New South Wales, Sydney, Australia
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16
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An impact analysis of the NEXUS Chest CT clinical decision rule. Am J Emerg Med 2019; 38:906-910. [PMID: 31303535 DOI: 10.1016/j.ajem.2019.07.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2019] [Revised: 07/05/2019] [Accepted: 07/07/2019] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND The NEXUS Chest CT clinical decision rules (CDRs) have been proposed to safely guide selective chest CT use in blunt trauma evaluation. We conducted a cost-effectiveness analysis of the NEXUS Chest CT CDR to determine its impact on missed injuries, cost, and radiation exposure. METHODS We constructed a decision model comparing two strategies: implementation of the NEXUS Chest CDR vs. usual care in the evaluation of adults with blunt trauma. We derived probabilities, clinical outcomes, effective radiation dose (ERD) from the NEXUS Chest CT validation cohort and costs from the Charge-master at the primary study site. Our primary outcomes were cost and effective radiation dose (ERD) per missed clinically significant injury (CSI). RESULTS Using a hypothetical cohort of 1000 adults with blunt chest trauma in each arm, the base case model projected that the implementation of the CDR would result in 161 fewer chest CTs, 0.08 additional missed CSIs, a cost savings of $136,432 and a decrease in 1435 mSv, as compared to Usual Care. To detect one additional CSI, the Usual Care strategy would require 2015 more chest CTs with a cost of $1.8 million and 17,934 mSv more radiation. CONCLUSIONS Compared to usual care, implementation of the NEXUS Chest CT Major CDR in the evaluation of adults with blunt trauma would greatly reduce CT associated costs and radiation exposure with a slight increased risk of missed CSIs.
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Bertsimas D, Dunn J, Steele DW, Trikalinos TA, Wang Y. Comparison of Machine Learning Optimal Classification Trees With the Pediatric Emergency Care Applied Research Network Head Trauma Decision Rules. JAMA Pediatr 2019; 173:648-656. [PMID: 31081856 PMCID: PMC6515573 DOI: 10.1001/jamapediatrics.2019.1068] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2018] [Accepted: 01/29/2019] [Indexed: 02/04/2023]
Abstract
Importance Computed tomographic (CT) scanning is the standard for the rapid diagnosis of intracranial injury, but it is costly and exposes patients to ionizing radiation. The Pediatric Emergency Care Applied Research Network (PECARN) rules for identifying children with minor head trauma who are at very low risk of clinically important traumatic brain injury (ciTBI) are widely used to triage CT imaging. Objective To examine whether optimal classification trees (OCTs), which are novel machine-learning classifiers, improve on PECARN rules' predictive accuracy. Design, Setting, and Participants A secondary analysis of prospective, publicly available data on emergency department visits for head trauma used by the PECARN group to develop their tool was conducted to derive OCT-based prediction rules for ciTBI in a development cohort and compare their predictive performance vs the PECARN rules in a validation cohort among children who were younger than 2 years and 2 years or older. Data on 42 412 children with head trauma and without severely altered mental status who were examined between June 1, 2004, and September 30, 2006, were gathered from 25 emergency departments in North America participating in PECARN. Data analysis was conducted from September 15, 2016, to December 18, 2018. Main Outcomes and Measures The outcome was ciTBI, with predictive performance measured by estimating the sensitivity, specificity, positive predictive value, negative predictive value, positive likelihood ratio, and negative likelihood ratio for the OCT and the PECARN rules. The OCT and PECARN rules' performance was compared by estimating ratios for each measure. Results Of the 42 412 children (15 996 [37.7%] girls) included in the analysis, 10 718 were younger than 2 years (25.3%; mean [SD] age, 11.6 [0.6] months) and 31 694 were 2 years or older (74.7%; age, 9.1 [4.9] years). Compared with PECARN rules, OCTs misclassified 0 vs 1 child with ciTBI in the younger and 10 vs 9 children with ciTBI in the older cohort, and correctly identified more children with very low risk of ciTBI in the younger (7605 vs 5701) and older (20 594 vs 18 134) cohorts. In the validation cohorts, compared with the PECARN rules, the OCTs had statistically significantly better specificity (in the younger cohort: 69.3%; 95% CI, 67.4%-71.2% vs 52.8%; 95% CI, 50.8%-54.9%; in the older cohort: 65.6%; 95% CI, 64.5%-66.8% vs 57.6%; 95% CI, 56.4%-58.8%), positive predictive value (odds ratios, 1.54; 95% CI, 1.36-1.74 and 1.23; 95% CI, 1.17-1.30, in younger and older children, respectively), and positive likelihood ratio (risk ratios, 1.54; 95% CI, 1.36-1.74 and 1.23; 95% CI, 1.17-1.30, in younger and older children, respectively). There were no statistically significant differences in the sensitivity, negative predictive value, and negative likelihood ratio between the 2 sets of rules. Conclusions and Relevance If implemented, OCTs may help reduce the number of unnecessary CT scans, without missing more patients with ciTBI than the PECARN rules.
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Affiliation(s)
- Dimitris Bertsimas
- Operations Research Center, Massachusetts Institute of Technology, Cambridge
| | - Jack Dunn
- Operations Research Center, Massachusetts Institute of Technology, Cambridge
| | - Dale W. Steele
- Departments of Emergency Medicine and Pediatrics, Alpert Medical School, Brown University, Providence, Rhode Island
- Center for Evidence Synthesis in Health, Brown University School of Public Health, Providence, Rhode Island
| | - Thomas A. Trikalinos
- Center for Evidence Synthesis in Health, Brown University School of Public Health, Providence, Rhode Island
| | - Yuchen Wang
- Operations Research Center, Massachusetts Institute of Technology, Cambridge
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Singh S, Cheek JA, Babl FE, Hoch JS. Review article: A primer for clinical researchers in the emergency department: Part X. Understanding economic evaluation alongside emergency medicine research. Emerg Med Australas 2019; 31:710-714. [PMID: 31237083 DOI: 10.1111/1742-6723.13320] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Revised: 04/25/2019] [Accepted: 04/25/2019] [Indexed: 11/30/2022]
Abstract
In this series we address research topics in emergency medicine. While traditionally there was an almost exclusive focus on the efficacy and effectiveness of interventions in emergency research, analysis of the costs and the societal impact of different approaches and pathways have become increasingly important. In this paper we will address what health economics means and discuss the different types and key features of economic evaluation relevant for clinical researchers.
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Affiliation(s)
- Sonia Singh
- Emergency Research, Murdoch Children's Research Institute, Melbourne, Victoria, Australia.,Department of Paediatrics, The University of Melbourne, Melbourne, Victoria, Australia.,Paediatric Research in Emergency Departments International Collaborative (PREDICT), Melbourne, Victoria, Australia.,Department of Emergency Medicine, University of California Davis Medical Center, Sacramento, California, USA
| | - John A Cheek
- Emergency Research, Murdoch Children's Research Institute, Melbourne, Victoria, Australia.,Department of Paediatrics, The University of Melbourne, Melbourne, Victoria, Australia.,Paediatric Research in Emergency Departments International Collaborative (PREDICT), Melbourne, Victoria, Australia.,Emergency Department, Royal Children's Hospital Melbourne, Melbourne, Victoria, Australia
| | - Franz E Babl
- Emergency Research, Murdoch Children's Research Institute, Melbourne, Victoria, Australia.,Department of Paediatrics, The University of Melbourne, Melbourne, Victoria, Australia.,Paediatric Research in Emergency Departments International Collaborative (PREDICT), Melbourne, Victoria, Australia.,Emergency Department, Royal Children's Hospital Melbourne, Melbourne, Victoria, Australia
| | - Jeffrey S Hoch
- Center for Heathcare Policy and Research, University of California at Davis, Sacramento, California, USA.,Division of Health Policy and Management, Department of Public Health Sciences, University of California at Davis, Davis, California, USA
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Khalifa M, Gallego B. Grading and assessment of clinical predictive tools for paediatric head injury: a new evidence-based approach. BMC Emerg Med 2019; 19:35. [PMID: 31200643 PMCID: PMC6570950 DOI: 10.1186/s12873-019-0249-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Accepted: 06/03/2019] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Many clinical predictive tools have been developed to diagnose traumatic brain injury among children and guide the use of computed tomography in the emergency department. It is not always feasible to compare tools due to the diversity of their development methodologies, clinical variables, target populations, and predictive performances. The objectives of this study are to grade and assess paediatric head injury predictive tools, using a new evidence-based approach, and to provide emergency clinicians with standardised objective information on predictive tools to support their search for and selection of effective tools. METHODS Paediatric head injury predictive tools were identified through a focused review of literature. Based on the critical appraisal of published evidence about predictive performance, usability, potential effect, and post-implementation impact, tools were evaluated using a new framework for grading and assessment of predictive tools (GRASP). A comprehensive analysis was conducted to explain why certain tools were more successful. RESULTS Fourteen tools were identified and evaluated. The highest-grade tool is PECARN; the only tool evaluated in post-implementation impact studies. PECARN and CHALICE were evaluated for their potential effect on healthcare, while the remaining 12 tools were only evaluated for predictive performance. Three tools; CATCH, NEXUS II, and Palchak, were externally validated. Three tools; Haydel, Atabaki, and Buchanich, were only internally validated. The remaining six tools; Da Dalt, Greenes, Klemetti, Quayle, Dietrich, and Güzel did not show sufficient internal validity for use in clinical practice. CONCLUSIONS The GRASP framework provides clinicians with a high-level, evidence-based, comprehensive, yet simple and feasible approach to grade, compare, and select effective predictive tools. Comparing the three main tools which were assigned the highest grades; PECARN, CHALICE and CATCH, to the remaining 11, we find that the quality of tools' development studies, the experience and credibility of their authors, and the support by well-funded research programs were correlated with the tools' evidence-based assigned grades, and were more influential, than the sole high predictive performance, on the wide acceptance and successful implementation of the tools. Tools' simplicity and feasibility, in terms of resources needed, technical requirements, and training, are also crucial factors for their success.
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Affiliation(s)
- Mohamed Khalifa
- Australian Institute of Health Innovation, Faculty of Medicine and Health Sciences, Macquarie University, 75 Talavera Road, North Ryde, Sydney, NSW, 2113, Australia.
| | - Blanca Gallego
- Centre for Big Data Research in Health, Faculty of Medicine, University of New South Wales, Lowy Cancer Research Centre, Level 4, Cnr High &, Botany St, Kensington, Sydney, NSW, 2052, Australia
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Bouvier D, Balayssac D, Durif J, Mourgues C, Sarret C, Pereira B, Sapin V. Assessment of the advantage of the serum S100B protein biomonitoring in the management of paediatric mild traumatic brain injury-PROS100B: protocol of a multicentre unblinded stepped wedge cluster randomised trial. BMJ Open 2019; 9:e027365. [PMID: 31129587 PMCID: PMC6537998 DOI: 10.1136/bmjopen-2018-027365] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
INTRODUCTION S100B serum analysis in clinical routine could reduce the number of cranial CT (CCT) scans performed on children with mild traumatic brain injury (mTBI). Sampling should take place within 3 hours of trauma and cut-off levels should be based on paediatric reference ranges. The aim of this study is to evaluate the utility of measuring serum S100B in the management of paediatric mTBI by demonstrating a decrease in the number of CCT scans prescribed in an S100B biomonitoring group compared with a 'conventional management' control group, with the assumption of a 30% relative decrease of the number of CCT scans between the two groups. METHODS AND ANALYSIS The protocol is a randomised, multicentre, unblinded, prospective, interventional study (nine centres) using a stepped wedge cluster design, comparing two groups (S100B biomonitoring and control). Children in the control group will have CCT scans or be hospitalised according to the current recommendations of the French Society of Paediatrics (SFP). In the S100B biomonitoring group, blood sampling to determine serum S100B protein levels will take place within 3 hours after mTBI and subsequent management will depend on the assay. If S100B is in the normal range according to age, the children will be discharged from the emergency department after 6 hours' observation. If the result is abnormal, CCT scans or hospitalisation will be prescribed in accordance with current SFP recommendations. The primary outcome measure will be the proportion of CCT scans performed (absence/presence of CCT scan for each patient) in the 48 hours following mTBI. ETHICS AND DISSEMINATION The protocol presented (Version 5, 03 November 2017) has been approved by the ethics committee Comité de Protection des Personnes sud-est 6 (first approval 08 June 2016, IRB: 00008526). Participation in the study is voluntary and anonymous. The study findings will be disseminated in international peer-reviewed journals and presented at relevant conferences. TRIAL REGISTRATION NUMBER NCT02819778.
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Affiliation(s)
- Damien Bouvier
- Biochemistry and Molecular Genetic Department, CHU Clermont-Ferrand, Université Clermont Auvergne, CNRS, INSERM, GReD, Clermont-Ferrand, France
| | - David Balayssac
- DRCI, CHU Clermont-Ferrand, Université Clermont-Auvergne, INSERM U1107, NEURO-DOL, Clermont-Ferrand, France
| | - Julie Durif
- Biochemistry and Molecular Genetic Department, CHU Clermont-Ferrand, Clermont-Ferrand, France
| | | | - Catherine Sarret
- Pediatric Department, CHU Clermont-Ferrand, Clermont-Ferrand, France
| | - Bruno Pereira
- DRCI, CHU Clermont-Ferrand, Clermont-Ferrand, France
| | - Vincent Sapin
- Biochemistry and Molecular Genetic Department, CHU Clermont-Ferrand, Université Clermont Auvergne, CNRS, INSERM, GReD, Clermont-Ferrand, France
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Implementation of a CT scan practice guideline for pediatric trauma patients reduces unnecessary scans without impacting outcomes. J Trauma Acute Care Surg 2019; 85:451-458. [PMID: 29787555 DOI: 10.1097/ta.0000000000001974] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
INTRODUCTION Computed tomography (CT) scans are useful in the evaluation of trauma patients, but are costly and pose risks from ionizing radiation in children. Recent literature has demonstrated the use of CT scan guidelines in the management of pediatric trauma. The study objective is to review our treatment of pediatric blunt trauma patients and evaluate CT use before and after CT-guideline implementation. METHODS Our Pediatric Level 2 Trauma Center (TC) implemented a CT scan practice guideline for pediatric trauma patients in March 2014. The guideline recommended for or against CT of the head and abdomen/pelvis using published criteria from the Pediatric Emergency Care and Research Network. There was no chest CT guideline. We reviewed all pediatric trauma patients for CT scans obtained during initial evaluation before and after guideline implementation, excluding inpatient scans. The Trauma Registry Database was queried to include all pediatric (age < 15) trauma patients seen in our TC from 2010 to 2016, excluding penetrating mechanism and deaths in the TC. Scans were considered positive if organ injury was detected. Primary outcome was the proportion of patients undergoing CT and percent positive CTs. Secondary outcomes were hospital length of stay, readmissions, and mortality. Categorical and continuous variables were analyzed with χ and Wilcoxon rank-sum tests, respectively. p < 0.05 was considered significant. RESULTS We identified 1,934 patients: 1,106 pre- and 828 post-guideline. Absolute reductions in head, chest, and abdomen/pelvis CT scans were 17.7%, 11.5%, and 18.8%, respectively (p < 0.001). Percent positive head CTs were equivalent, but percent positive chest and abdomen CT increased after implementation. Secondary outcomes were unchanged. CONCLUSIONS Implementation of a pediatric CT guideline significantly decreases CT use, reducing the radiation exposure without a difference in outcome. Trauma centers treating pediatric patients should adopt similar guidelines to decrease unnecessary CT scans in children. LEVEL OF EVIDENCE Therapeutic study, level IV.
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Dalziel K, Cheek JA, Fanning L, Borland ML, Phillips N, Kochar A, Dalton S, Furyk J, Neutze J, Dalziel SR, Lyttle MD, Bressan S, Donath S, Molesworth C, Hearps SJ, Oakley E, Babl FE. A Cost-Effectiveness Analysis Comparing Clinical Decision Rules PECARN, CATCH, and CHALICE With Usual Care for the Management of Pediatric Head Injury. Ann Emerg Med 2019; 73:429-439. [DOI: 10.1016/j.annemergmed.2018.09.030] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2018] [Revised: 09/24/2018] [Accepted: 09/26/2018] [Indexed: 11/16/2022]
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Hardesty W, Singichetti B, Yi H, Leonard JC, Yang J. Characteristics and Costs of Pediatric Emergency Department Visits for Sports- and Recreation-Related Concussions, 2006-2014. J Emerg Med 2019; 56:571-579. [PMID: 30857833 DOI: 10.1016/j.jemermed.2019.01.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2018] [Revised: 12/19/2018] [Accepted: 01/08/2019] [Indexed: 12/21/2022]
Abstract
BACKGROUND Although concussion-related emergency department (ED) visits increased after the passage of concussion laws, little is known about how the laws may disproportionately impact ED utilization and associated health care costs among children in different demographic groups. OBJECTIVE Our aim was to examine the patient and clinical characteristics of pediatric ED visits and associated health care costs for sports- and recreation-related concussions (SRRCs) before and after concussion law enactment. METHODS We retrospectively analyzed ED visits for SRRCs by children ages 5-18 years between 2006 and 2014 in the Pediatric Health Information System database (n = 123,220). ED visits were categorized as "pre-law," "immediate post-law," and "post-law" according to the respective state concussion law's effective date. Multinomial logistic regression models were used to assess the impact of the law on ED utilization. RESULTS The majority of visits were by males (n = 83,208; 67.6%), children aged 10-14 years (n = 49,863; 40.9%), and privately insured patients (n = 62,376; 50.6%). Female sex, older age, and insured by Medicaid/Medicare were characteristics associated with increased ED visits during the immediate post-law and post-law periods compared to their counterparts. A significant decrease in proportion of imaging use was observed from pre-law to post-law (adjusted odds ratio 0.49; 95% confidence interval 0.47-0.50; p < 0.0001). While annual adjusted costs per ED visits decreased, annual total adjusted costs per hospital for SRRCs increased from pre-law to post-law (p < 0.0001). CONCLUSIONS Concussion laws might have impacted pediatric concussion-related ED utilization, with increased annual total adjusted costs. These results may have important implications for policy interventions and their effects on health care systems.
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Affiliation(s)
- Walter Hardesty
- Center for Injury Research and Policy, The Research Institute at Nationwide Children's Hospital, Columbus, Ohio; Department of Pediatrics, College of Medicine, The Ohio State University, Columbus, Ohio
| | - Bhavna Singichetti
- Center for Injury Research and Policy, The Research Institute at Nationwide Children's Hospital, Columbus, Ohio
| | - Honggang Yi
- Center for Injury Research and Policy, The Research Institute at Nationwide Children's Hospital, Columbus, Ohio; Department of Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Julie C Leonard
- Center for Injury Research and Policy, The Research Institute at Nationwide Children's Hospital, Columbus, Ohio; Department of Pediatrics, College of Medicine, The Ohio State University, Columbus, Ohio
| | - Jingzhen Yang
- Center for Injury Research and Policy, The Research Institute at Nationwide Children's Hospital, Columbus, Ohio; Department of Pediatrics, College of Medicine, The Ohio State University, Columbus, Ohio
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Smith A, Gruskin K, Monuteaux MC, Stack AM, Sundberg M, Yim R, Seneski A, Becker T. Reducing the Cranial CT Rate for Pediatric Minor Head Trauma at Three Community Hospitals. Pediatr Qual Saf 2019; 4:e147. [PMID: 31321364 PMCID: PMC6494225 DOI: 10.1097/pq9.0000000000000147] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2018] [Accepted: 01/29/2019] [Indexed: 12/04/2022] Open
Abstract
OBJECTIVE Efforts to reduce the rate of computerized cranial tomography (CT) in pediatric patients with minor head trauma (MHT) have focused on academic medical centers. However, community hospitals deliver the majority of pediatric emergency care. We aimed to reduce cranial CT utilization in patients presenting with MHT at 3 community hospital emergency departments (EDs). METHODS Multidisciplinary stakeholder teams at each site oversaw the quality improvement effort, which included education about an evidence-based guideline for MHT and individual provider feedback on CT rates. Given the variation in hospital structure, we tailored the specifics of the intervention to each site. We used statistical process control methodology to measure CT rates over time. The primary balancing measure was returned to the ED within 72 hours with clinically important traumatic brain injury. RESULTS We included 3,215 pediatric ED visits for MHT: 1,253 in the baseline period and 1,962 in the intervention period. The CT rate dropped from 18% in the baseline period to 13% in the intervention period, a 28% relative reduction. Pediatric providers saw 72% of the intervention period encounters and drove this reduction. There was no increase in the number of children who returned to their local ED within 72 hours with clinically important traumatic brain injury. CONCLUSIONS We safely reduced the proportion of children with MHT who received a cranial CT through a multicenter community ED quality improvement initiative. We did not see an increase in missed clinically important traumatic brain injury.
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Affiliation(s)
- Alla Smith
- From the Department of Medicine Critical Care, Boston Children’s Hospital, Boston, Mass
| | - Karen Gruskin
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, Mass
| | | | - Anne M. Stack
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, Mass
| | - Melissa Sundberg
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, Mass
| | - Ramy Yim
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, Mass
| | - Annie Seneski
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, Mass
| | - Theresa Becker
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, Mass
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Stopa BM, Amoroso S, Ronfani L, Neri E, Barbi E, Lee LK. Comparison of minor head trauma management in the emergency departments of a United States and Italian Children's hospital. Ital J Pediatr 2019; 45:24. [PMID: 30744682 PMCID: PMC6371605 DOI: 10.1186/s13052-019-0615-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2018] [Accepted: 01/30/2019] [Indexed: 11/23/2022] Open
Abstract
Background Pediatric head trauma management varies between emergency departments globally. Here we aim to compare the pediatric minor head trauma management between a US and Italian hospital. Methods We conducted a retrospective chart review of children 0–18 years old presenting after minor head trauma (Glasgow Coma Scale 14–15) from two emergency departments, in Boston, Massachusetts, United States and Trieste, Italy, between January and December 2013. Frequencies of demographic, clinical, and management characteristic were calculated. We compared rate ratios for characteristics of patients receiving cranial computed tomography (CT) scans between the two populations. Results There were 1783 patients in Boston, Massachusetts and 183 patients in Trieste, Italy. Patients in Boston had more reported neurologic symptoms (61.2%) than in Trieste (6%) (p < 0.001). More CT scans were ordered on the patients in Boston (17.3% vs. 6.6%) (p < 0.001), while more children were hospitalized in Trieste (55.7% vs. 8.6%) (p < 0.001). Patients with neurological symptoms more commonly had a CT scan in Trieste (45.5%) than in Boston (23.5%) (RR 0.52, 95% CI 0.27, 1.00), while more patients without neurological symptoms had CTs in Boston (7.5%) than in Trieste (4.1%) (RR 1.85, 95% CI 0.86, 4.00). Assignment of triage levels and definitions of head injury severity varied considerably between the two hospitals, resulting in dissimilar populations presenting to the two hospitals, and thus, differences in the management of these children. Conclusion The population of head trauma patients and the management of pediatric minor head trauma differs between Boston and Trieste, with a preference for CT scans in Boston and a preference for hospitalization in Trieste. Clinical guidelines used at each institution likely lead to this variation in care influenced by the different patient populations and institutional resources.
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Affiliation(s)
- Brittany M Stopa
- Computational Neuroscience Outcomes Center of Harvard, Brigham and Women's Hospital, Boston, MA, USA
| | - Stefano Amoroso
- University of Trieste, Piazzale Europa, 1, 34127, Trieste, Italy
| | - Luca Ronfani
- Clinical Epidemiology and Public Health Research Unit, Institute for Maternal and Child Health IRCCS "Burlo Garofolo", via dell'Istria 65/1, 34137, Trieste, Italy
| | - Elena Neri
- Clinical Epidemiology and Public Health Research Unit, Institute for Maternal and Child Health IRCCS "Burlo Garofolo", via dell'Istria 65/1, 34137, Trieste, Italy
| | - Egidio Barbi
- University of Trieste, Piazzale Europa, 1, 34127, Trieste, Italy.,Clinical Epidemiology and Public Health Research Unit, Institute for Maternal and Child Health IRCCS "Burlo Garofolo", via dell'Istria 65/1, 34137, Trieste, Italy
| | - Lois K Lee
- Division of Emergency Medicine, Boston Children's Hospital, 300 Longwood Ave., Boston, MA, 02115, USA.
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Wurdeman SR, Stevens PM, Campbell JH. Mobility Analysis of AmpuTees (MAAT 4): classification tree analysis for probability of lower limb prosthesis user functional potential. Disabil Rehabil Assist Technol 2019; 15:211-218. [PMID: 30741573 DOI: 10.1080/17483107.2018.1555290] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Purpose: To develop a predictive model to inform the probability of lower limb prosthesis users' functional potential for ambulation.Materials and Methods: A retrospective analysis of a database of outcomes for 2770 lower limb prosthesis users was used to inform a classification and regression tree analysis. Gender, age, height, weight, body mass index adjusted for amputation, amputation level, cause of amputation, comorbid health status and functional mobility score [Prosthetic Limb Users Survey of Mobility (PLUS-M™)] were entered as potential predictive variables. Patient K-Level was used to assign dependent variable status as unlimited community ambulator (i.e., K3 or K4) or limited community/household ambulator (i.e., K1 or K2). The classification tree was initially trained from 20% of the sample and subsequently tested with the remaining sample.Results: A classification tree was successfully developed, able to accurately classify 87.4% of individuals within the model's training group (standard error 1.4%), and 81.6% within the model's testing group (standard error 0.82%). Age, PLUS-M™ T-score, cause of amputation and body weight were retained within the tree logic.Conclusions: The resultant classification tree has the ability to provide members of the clinical care team with predictive probabilities of a patient's functional potential to help assist care decisions.Implications for RehabilitationClassification and regression tree analysis is a simple analytical tool that can be used to provide simple predictive models for patients with a lower limb prosthesis.The resultant classification tree had an 81.6% (standard error 0.82%) accuracy predicting functional potential as an unlimited community ambulator (i.e., K3 or K4) or limited community/ household ambulator (i.e., K1 or K2) in an unknown group of 2770 lower limb prosthesis users.The resultant classification tree can assist with the rehabilitation team's care planning providing probabilities of functional potential for the lower limb prosthesis user.
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Affiliation(s)
- Shane R Wurdeman
- Department of Clinical and Scientific Affairs, Hanger Clinic, Austin, TX, USA.,Department of Biomechanics, University of Nebraska at Omaha, Omaha, NE, USA
| | - Phillip M Stevens
- Department of Clinical and Scientific Affairs, Hanger Clinic, Austin, TX, USA.,School of Medicine, University of Utah, Salt Lake City, UT, USA
| | - James H Campbell
- Department of Clinical and Scientific Affairs, Hanger Clinic, Austin, TX, USA
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Kauffman JD, Litz CN, Thiel SA, Nguyen ATH, Carey A, Danielson PD, Chandler NM. To Scan or Not to Scan: Overutilization of Computed Tomography for Minor Head Injury at a Pediatric Trauma Center. J Surg Res 2018; 232:164-170. [DOI: 10.1016/j.jss.2018.06.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2018] [Revised: 05/25/2018] [Accepted: 06/01/2018] [Indexed: 10/28/2022]
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Plasma D-dimer safely reduces unnecessary CT scans obtained in the evaluation of pediatric head trauma. J Pediatr Surg 2018; 53:752-757. [PMID: 29555324 DOI: 10.1016/j.jpedsurg.2017.08.017] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2017] [Revised: 07/31/2017] [Accepted: 08/21/2017] [Indexed: 11/22/2022]
Abstract
PURPOSE Serum D-dimer has been proposed as a biomarker to aid in the diagnosis of pediatric traumatic brain injury (TBI). We investigated the accuracy of D-dimer in predicting the absence of TBI and evaluated the degree by which D-dimer could limit unnecessary computed tomography scans of the head (CTH). METHODS Retrospective review of patients with suspected TBI from 2011 to 2013 who underwent evaluation with CTH and quantitative D-dimer. D-dimer levels were compared among patients with clinically-important TBI (ciTBI), TBI, isolated skull fracture and no injury. RESULTS Of the 663 patients evaluated for suspected TBI, ciTBI was identified in 116 (17.5%), TBI in 77 (11.6%), skull fracture in 61 (9.2%) and no head injury in 409 (61.7%). Patients with no head injury had significantly lower D-dimer values (1531±1791pg/μL) compared to those with skull fracture, TBI and ciTBI (2504±1769, 2870±1633 and 4059±1287pg/μL, respectively, p<0.005). Using a D-dimer value <750pg/μL as a negative screen, no ciTBIs would be missed and 209 CTHs avoided (39.7% of total). CONCLUSION Low plasma D-dimer predicts the absence of ciTBI for pediatric patient with suspected TBI. Incorporating D-dimer into current diagnostic algorithms may significantly limit the number of unnecessary CTHs performed in this population. TYPE OF STUDY Study of diagnostic test. LEVEL OF EVIDENCE I.
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Ohana O, Soffer S, Zimlichman E, Klang E. Overuse of CT and MRI in paediatric emergency departments. Br J Radiol 2018; 91:20170434. [PMID: 29271231 DOI: 10.1259/bjr.20170434] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
The aim of this review is to survey CT and MRI overuse in the paediatric emergency department (ED) population. CT is one of the most important modalities employed in the ED. Not surprisingly, its high accuracy, rapid acquisition and availability have resulted in overuse. An obvious limitation of CT is ionizing radiation; in addition there are economic implications to overuse. Studies from the last two decades have shown increase in paediatric ED CT utilization in the first decade, reaching a plateau forming around 2008, followed by a decrease in the last decade. This decrease occurred in conjunction with campaigns raising awareness to the risks of radiation exposure. Although a trend of decrease in overuse have been observed, great variability has been shown across different facilities, as well as among physicians, with more pronounced overuse in non-teaching and non-children dedicated EDs. The leading types of paediatric ED CTs are head and abdominal scans. Decision rules, such as PECARN for head injury and the Alvarado score for abdominal pain, as well as using alternative imaging modalities, have been shown to reduce CT overuse in these two categories. MRI has the obvious benefit of avoiding radiation exposure, but the disadvantages of higher costs, less availability and less tolerability in younger children. Although anecdotally paediatric ED MRI usage has increased in recent years, only scarce reports have been published. In our opinion, there is need to conduct up-to-date studies covering paediatric CT and MRI overuse trends, usage variability and adherence to clinical protocols.
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Affiliation(s)
- Orly Ohana
- 1 Tel Aviv University, Sackler Faculty of Medicine , Tel Aviv , Israel
| | - Shelly Soffer
- 1 Tel Aviv University, Sackler Faculty of Medicine , Tel Aviv , Israel
| | - Eyal Zimlichman
- 1 Tel Aviv University, Sackler Faculty of Medicine , Tel Aviv , Israel.,2 The Chaim Sheba Medical Center, Tel Hashomer, Hospital Management , Ramat Gan , Israel
| | - Eyal Klang
- 1 Tel Aviv University, Sackler Faculty of Medicine , Tel Aviv , Israel.,3 Department of radiology, The Chaim Sheba Medical Center, Tel Hashomer , Ramat Gan , Israel
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Useche JN, Bermudez S. Conventional Computed Tomography and Magnetic Resonance in Brain Concussion. Neuroimaging Clin N Am 2018; 28:15-29. [DOI: 10.1016/j.nic.2017.09.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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Da Dalt L, Parri N, Amigoni A, Nocerino A, Selmin F, Manara R, Perretta P, Vardeu MP, Bressan S. Italian guidelines on the assessment and management of pediatric head injury in the emergency department. Ital J Pediatr 2018; 44:7. [PMID: 29334996 PMCID: PMC5769508 DOI: 10.1186/s13052-017-0442-0] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2017] [Accepted: 12/18/2017] [Indexed: 02/06/2023] Open
Abstract
OBJECTIVE We aim to formulate evidence-based recommendations to assist physicians decision-making in the assessment and management of children younger than 16 years presenting to the emergency department (ED) following a blunt head trauma with no suspicion of non-accidental injury. METHODS These guidelines were commissioned by the Italian Society of Pediatric Emergency Medicine and include a systematic review and analysis of the literature published since 2005. Physicians with expertise and experience in the fields of pediatrics, pediatric emergency medicine, pediatric intensive care, neurosurgery and neuroradiology, as well as an experienced pediatric nurse and a parent representative were the components of the guidelines working group. Areas of direct interest included 1) initial assessment and stabilization in the ED, 2) diagnosis of clinically important traumatic brain injury in the ED, 3) management and disposition in the ED. The guidelines do not provide specific guidance on the identification and management of possible associated cervical spine injuries. Other exclusions are noted in the full text. CONCLUSIONS Recommendations to guide physicians practice when assessing children presenting to the ED following blunt head trauma are reported in both summary and extensive format in the guideline document.
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Affiliation(s)
- Liviana Da Dalt
- Pediatric Emergency Department-Intensive Care Unit, Department of Woman's and Child's Health, University of Padova, Via Giustiniani 2, 35128, Padova, Italy
| | - Niccolo' Parri
- Department of Pediatric Emergency Medicine and Trauma Center, Meyer University Children's Hospital, Florence, Italy
| | - Angela Amigoni
- Pediatric Emergency Department-Intensive Care Unit, Department of Woman's and Child's Health, University of Padova, Via Giustiniani 2, 35128, Padova, Italy
| | - Agostino Nocerino
- Department of Pediatrics, S. Maria della Misericordia University Hospital, University of Udine, Udine, Italy
| | - Francesca Selmin
- Pediatric Emergency Department-Intensive Care Unit, Department of Woman's and Child's Health, University of Padova, Via Giustiniani 2, 35128, Padova, Italy
| | - Renzo Manara
- Department of Radiology, Neuroradiology Unit, University of Salerno, Salerno, Italy
| | - Paola Perretta
- Neurosurgery Unit, Regina Margherita Pediatric Hospital, Torino, Italy
| | - Maria Paola Vardeu
- Pediatric Emergency Department, Regina Margherita Pediatric Hospital, Torino, Italy
| | - Silvia Bressan
- Pediatric Emergency Department-Intensive Care Unit, Department of Woman's and Child's Health, University of Padova, Via Giustiniani 2, 35128, Padova, Italy.
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Gökharman FD, Aydın S, Fatihoğlu E, Koşar PN. Pediatric Emergency Care Applied Research Network head injuryprediction rules: on the basis of cost and effectiveness. Turk J Med Sci 2017; 47:1770-1777. [PMID: 29306237 DOI: 10.3906/sag-1703-206] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Background/aim: Head injuries are commonly seen in the pediatric population. Noncontrast enhanced cranial CT is the method of choice to detect possible traumatic brain injury (TBI). Concerns about ionizing radiation exposure make the evaluation more challenging. The aim of this study was to evaluate the effectiveness of the Pediatric Emergency Care Applied Research Network (PECARN) rules in predicting clinically important TBI and to determine the amount of medical resource waste and unnecessary radiation exposure.Materials and methods: This retrospective study included 1041 pediatric patients presented to the emergency department. The patients were divided into subgroups of "appropriate for cranial CT", "not appropriate for cranial CT" and "cranial CT/observation of patient; both are appropriate". To determine the effectiveness of the PECARN rules, data were analyzed according to the presence of pathological findings Results: "Appropriate for cranial CT" results can predict pathology presence 118,056-fold compared to the "not appropriate for cranial CT" results. With "cranial CT/observation of patient; both are appropriate" results, pathology presence was predicted 11,457-fold compared to "not appropriate for cranial CT" results.Conclusion: PECARN rules can predict pathology presence successfully in pediatric TBI. Using PECARN can decrease resource waste and exposure to ionizing radiation.
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Pershad J, Taylor A, Hall MK, Klimo P. Imaging Strategies for Suspected Acute Cranial Shunt Failure: A Cost-Effectiveness Analysis. Pediatrics 2017; 140:peds.2016-4263. [PMID: 28771407 DOI: 10.1542/peds.2016-4263] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/23/2017] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVES We compared cost-effectiveness of cranial computed tomography (CT), fast sequence magnetic resonance imaging (fsMRI), and ultrasonography measurement of optic nerve sheath diameter (ONSD) for suspected acute shunt failure from the perspective of a health care organization. METHODS We modeled 4 diagnostic imaging strategies: (1) CT scan, (2) fsMRI, (3) screening ONSD by using point of care ultrasound (POCUS) first, combined with CT, and (4) screening ONSD by using POCUS first, combined with fsMRI. All patients received an initial plain radiographic shunt series (SS). Short- and long-term costs of radiation-induced cancer were assessed with a Markov model. Effectiveness was measured as quality-adjusted life-years. Utilities and inputs for clinical variables were obtained from published literature. Sensitivity analyses were performed to evaluate the effects of parameter uncertainty. RESULTS At a previous probability of shunt failure of 30%, a screening POCUS in patients with a normal SS was the most cost-effective. For children with abnormal SS or ONSD measurement, fsMRI was the preferred option over CT. Performing fsMRI on all patients would cost $269 770 to gain 1 additional quality-adjusted life-year compared with POCUS. An imaging pathway that involves CT alone was dominated by ONSD and fsMRI because it was more expensive and less effective. CONCLUSIONS In children with low pretest probability of cranial shunt failure, an ultrasonographic measurement of ONSD is the preferred initial screening test. fsMRI is the more cost-effective, definitive imaging test when compared with cranial CT.
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Affiliation(s)
- Jay Pershad
- Departments of Pediatrics and .,Emergency Medicine, Le Bonheur Children's Hospital, University of Tennessee Health Science Center, Memphis, Tennessee
| | - Andrew Taylor
- Department of Emergency Medicine, Yale School of Medicine, New Haven, Connecticut
| | - M Kennedy Hall
- Division of Emergency Medicine, University of Washington School of Medicine, Seattle, Washington; and
| | - Paul Klimo
- Neurosurgery, University of Tennessee Health Science Center, Memphis, Tennessee.,Semmes-Murphey Neurologic & Spine Institute, Memphis, Tennessee
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Tham E, Swietlik M, Deakyne S, Hoffman JM, Grundmeier RW, Paterno MD, Rocha BH, Schaeffer MH, Pabbathi D, Alessandrini E, Ballard D, Goldberg HS, Kuppermann N, Dayan PS. Clinical Decision Support for a Multicenter Trial of Pediatric Head Trauma: Development, Implementation, and Lessons Learned. Appl Clin Inform 2016; 7:534-42. [PMID: 27437059 DOI: 10.4338/aci-2015-10-cr-0144] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2015] [Accepted: 04/04/2016] [Indexed: 11/23/2022] Open
Abstract
INTRODUCTION For children who present to emergency departments (EDs) due to blunt head trauma, ED clinicians must decide who requires computed tomography (CT) scanning to evaluate for traumatic brain injury (TBI). The Pediatric Emergency Care Applied Research Network (PECARN) derived and validated two age-based prediction rules to identify children at very low risk of clinically-important traumatic brain injuries (ciTBIs) who do not typically require CT scans. In this case report, we describe the strategy used to implement the PECARN TBI prediction rules via electronic health record (EHR) clinical decision support (CDS) as the intervention in a multicenter clinical trial. METHODS Thirteen EDs participated in this trial. The 10 sites receiving the CDS intervention used the Epic(®) EHR. All sites implementing EHR-based CDS built the rules by using the vendor's CDS engine. Based on a sociotechnical analysis, we designed the CDS so that recommendations could be displayed immediately after any provider entered prediction rule data. One central site developed and tested the intervention package to be exported to other sites. The intervention package included a clinical trial alert, an electronic data collection form, the CDS rules and the format for recommendations. RESULTS The original PECARN head trauma prediction rules were derived from physician documentation while this pragmatic trial led each site to customize their workflows and allow multiple different providers to complete the head trauma assessments. These differences in workflows led to varying completion rates across sites as well as differences in the types of providers completing the electronic data form. Site variation in internal change management processes made it challenging to maintain the same rigor across all sites. This led to downstream effects when data reports were developed. CONCLUSIONS The process of a centralized build and export of a CDS system in one commercial EHR system successfully supported a multicenter clinical trial.
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Affiliation(s)
- Eric Tham
- Children's Hospital Colorado, Aurora, CO; University of Colorado, Denver, CO
| | | | | | - Jeffrey M Hoffman
- Department Pediatrics, Section of Emergency Medicine, Nationwide Children's Hospital, Columbus, OH; Ohio State University College of Medicine, Columbus, OH
| | - Robert W Grundmeier
- Center for Biomedical Informatics, The Children's Hospital of Philadelphia, Philadelphia, PA; Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia PA
| | - Marilyn D Paterno
- Division of General Internal Medicine, Brigham and Women's Hospital, Boston, MA; Harvard Medical School, Boston, MA
| | - Beatriz H Rocha
- Division of General Internal Medicine, Brigham and Women's Hospital, Boston, MA; Harvard Medical School, Boston, MA
| | | | | | | | - Dustin Ballard
- Kaiser Permanente, San Rafael Medical Center ; Kaiser Permanente, Division of Research, Oakland, CA
| | - Howard S Goldberg
- Division of General Internal Medicine, Brigham and Women's Hospital, Boston, MA; Harvard Medical School, Boston, MA
| | - Nathan Kuppermann
- Departments of Emergency Medicine and Pediatrics, University of California Davis School of Medicine , Sacramento, CA
| | - Peter S Dayan
- Pediatrics, Division of Pediatric Emergency Medicine, Columbia University College of Physicians and Surgeons , New York, NY
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Assessment of Pediatric Neurotrauma Imaging Appropriateness at a Level I Pediatric Trauma Center. J Am Coll Radiol 2016; 13:788-93. [PMID: 27084071 DOI: 10.1016/j.jacr.2016.02.022] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2016] [Revised: 02/20/2016] [Accepted: 02/23/2016] [Indexed: 12/16/2022]
Abstract
PURPOSE The aim of this study was to assess the prevalence of appropriate neuroimaging on the basis of the ACR Appropriateness Criteria among pediatric patients presenting after head trauma to a level I emergency department. METHODS A retrospective emergency department record review was performed for patients <18 years of age undergoing head CT or MRI for the indication "head trauma" between January 2013 and December 2014. Clinical history and symptoms were compared with the ACR Appropriateness Criteria; the indication was deemed appropriate for ratings of ≥7. Patients were analyzed by age, gender, presentation, imaging obtained, follow-up, treatment, and outcomes. RESULTS Among 207 patients, 120 (58%) were imaged with CT and 107 (52%) with MRI; 20 patients underwent both CT and MRI. One hundred eighty-seven patients (90.3%) were appropriately imaged, with 90.0% of CT studies (108 of 120) deemed appropriate and 91.6% of MRI studies (98 of 107) deemed appropriate. Younger patients were more likely to be inappropriately imaged with CT or MRI than older patients (P = .02 and P < .01, respectively). Patients undergoing CT were older (mean age 9.9 ± 5.8 years) and more likely to be male (85.2%) than those undergoing MRI (5.6 ± 5.6 years and 55.1%, respectively) (P < .01 and P < .001, respectively). The diagnostic yield of positive imaging findings for intracranial trauma was significantly lower in the MRI group (P < .01), and patients undergoing MRI were significantly more likely to return to baseline with conservative management (P < .01). CONCLUSIONS Most pediatric patients undergoing neuroimaging for head trauma did so appropriately per ACR guidelines and had symptom resolution with conservative management. The minority not imaged appropriately represent a target for quality improvement efforts.
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Finnerty NM, Rodriguez RM, Carpenter CR, Sun BC, Theyyunni N, Ohle R, Dodd KW, Schoenfeld EM, Elm KD, Kline JA, Holmes JF, Kuppermann N. Clinical Decision Rules for Diagnostic Imaging in the Emergency Department: A Research Agenda. Acad Emerg Med 2015; 22:1406-16. [PMID: 26567885 DOI: 10.1111/acem.12828] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2014] [Accepted: 07/13/2015] [Indexed: 01/16/2023]
Abstract
BACKGROUND Major gaps persist in the development, validation, and implementation of clinical decision rules (CDRs) for diagnostic imaging. OBJECTIVES The objective of this working group and article was to generate a consensus-based research agenda for the development and implementation of CDRs for diagnostic imaging in the emergency department (ED). METHODS The authors followed consensus methodology, as outlined by the journal Academic Emergency Medicine (AEM), combining literature review, electronic surveys, telephonic communications, and a modified nominal group technique. Final discussions occurred in person at the 2015 AEM consensus conference. RESULTS A research agenda was developed, prioritizing the following questions: 1) what are the optimal methods to justify the derivation and validation of diagnostic imaging CDRs, 2) what level of evidence is required before disseminating CDRs for widespread implementation, 3) what defines a successful CDR, 4) how should investigators best compare CDRs to clinical judgment, and 5) what disease states are amenable (and highest priority) to development of CDRs for diagnostic imaging in the ED? CONCLUSIONS The concepts discussed herein demonstrate the need for further research on CDR development and implementation regarding diagnostic imaging in the ED. Addressing this research agenda should have direct applicability to patients, clinicians, and health care systems.
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Affiliation(s)
- Nathan M. Finnerty
- Department of Emergency Medicine; The Ohio State University College of Medicine; Columbus OH
| | - Robert M. Rodriguez
- Department of Emergency Medicine; University of California San Francisco School of Medicine; San Francisco CA
| | - Christopher R. Carpenter
- Department of Emergency Medicine; Division of Emergency Medicine; Washington University in St. Louis School of Medicine; St. Louis MO
| | - Benjamin C. Sun
- Department of Emergency Medicine; Oregon Health & Science University; Portland OR
| | - Nik Theyyunni
- Department of Emergency Medicine; University of Michigan Medical School; Ann Arbor MI
| | - Robert Ohle
- Department of Emergency Medicine; University of Ottawa; Ottawa Ontario Canada
| | - Kenneth W. Dodd
- Department of Emergency Medicine; Hennepin County Medical Center; Minneapolis MN
- Department of Internal Medicine; Hennepin County Medical Center; Minneapolis MN
| | - Elizabeth M. Schoenfeld
- Department of Emergency Medicine; Baystate Medical Center; Tufts University School of Medicine; Springfield MA
| | - Kendra D. Elm
- Department of Emergency Medicine; University of Minnesota Medical School; Minneapolis MN
| | - Jeffrey A. Kline
- Department of Emergency Medicine; Indiana University School of Medicine; Indianapolis IN
| | - James F. Holmes
- Department of Emergency Medicine; UC Davis School of Medicine; Sacramento CA
| | - Nathan Kuppermann
- Department of Emergency Medicine; UC Davis School of Medicine; Sacramento CA
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