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BACKGROUND: While radiographs are a critical component of diagnosing musculoskeletal (MSK) injuries, they are associated with radiation exposure, patient discomfort, and financial costs. Our study initiative was to develop a system to diagnose pediatric MSK injuries efficiently while minimizing unnecessary radiographs. METHODS: This was a quality improvement trial performed prospectively at a single level one trauma center. A multidisciplinary team with leaders from pediatric orthopedics, trauma surgery, emergency medicine, and radiology created an algorithm delineating which x-rays should be obtained for pediatric patients presenting with MSK injuries. The intervention was performed in the following 3 stages: stage 1: retrospective validation of the algorithm, stage 2: implementation of the algorithm, and stage 3: sustainability evaluation. Outcomes measured included number of extra radiographs per pediatric patient and any missed injuries. RESULTS: In stage 1, 295 patients presented to the pediatric emergency department with MSK injuries. A total of 2148 radiographs were obtained, with 801 not indicated per the protocol, for an average of 2.75 unnecessary radiographs per patient. No injuries would have been missed using the protocol. In stage 2, 472 patients had 2393 radiographs with 339 not indicated per protocol, averaging 0.72 unnecessary radiographs per patient, a significant reduction from stage 1 ( P < 0.001). There were no missed injuries identified on follow-up. In stage 3, improvement was sustained for the subsequent 8 months with an average of 0.34 unnecessary radiographs per patient ( P < 0.05). CONCLUSIONS: Sustained reduction of unnecessary radiation to pediatric patients with suspected MSK injuries was accomplished through the development and implementation of a safe and effective imaging algorithm. The multidisciplinary approach, widespread education of pediatric providers, and standardized order sets improved buy-in and is generalizable to other institutions.Level of Evidence: III.
ABSTRACT
BACKGROUND/PURPOSE: "Pan-scanning" pediatric blunt trauma patients leads to exposure to harmful radiation and increased healthcare costs without improving outcomes. We aimed to reduce computed tomography (CT) scans that are not indicated (NI) by imaging guidelines for injured children. METHODS: In July 2017, our Pediatric Trauma Center prospectively implemented validated imaging guidelines to direct CT imaging for trauma activations and consultations for children younger than 16 years old with blunt traumatic injuries. Patients with suspected physical abuse, CT imaging prior to arrival, penetrating mechanism, and instability precluding CT imaging were excluded. We compared CT scanning rates for pre-implementation (01/2016-06/2017) and post-implementation (07/2017-08/2021) time periods. Guideline compliance was evaluated by chart review and sustained through iterative process improvement cycles. RESULTS: During the pre-implementation era, 61 patients underwent 171 CT scans of which 87 (51%) scans were not indicated by guidelines. Post-implementation, 363 patients had 531 scans and only 134 (25%) CTs were not indicated. Total CTs performed declined after initiation of guidelines (2.80 vs 1.46 scans/patient, p<0.0001). Total NI CTs declined (1.41 vs 0.37 NI scans/patient, p<0.0001) reflected in significant reductions in all anatomic regions: head, cervical spine, chest, and abdomen/pelvis. Charges related to NI scans decreased from $1,490.31/patient to $408.21/patient, saving $218,000 in charges. Based on prior utilization, 146 children were spared excessive radiation with no clinically significant missed injuries since guideline implementation. CONCLUSIONS: Quality improvement and implementation science methodologies to enhance compliance with imaging guidelines for children with blunt injuries can significantly reduce unnecessary CT scanning without compromising care. This practice reduces harmful radiation exposure in a sensitive patient population and may save healthcare systems money and resources.
Subject(s)
Tomography, X-Ray Computed , Unnecessary Procedures , Wounds, Nonpenetrating , Child , Humans , Radiation Exposure/prevention & control , Tomography, X-Ray Computed/statistics & numerical data , Trauma Centers , Wounds, Nonpenetrating/diagnostic imaging , Wounds, Nonpenetrating/therapy , Practice Guidelines as TopicABSTRACT
It is unknown whether febrile infants 29 to 60 days old with positive urinalysis results require routine lumbar punctures for evaluation of bacterial meningitis. OBJECTIVE: To determine the prevalence of bacteremia and/or bacterial meningitis in febrile infants ≤60 days of age with positive urinalysis (UA) results. METHODS: Secondary analysis of a prospective observational study of noncritical febrile infants ≤60 days between 2011 and 2019 conducted in the Pediatric Emergency Care Applied Research Network emergency departments. Participants had temperatures ≥38°C and were evaluated with blood cultures and had UAs available for analysis. We report the prevalence of bacteremia and bacterial meningitis in those with and without positive UA results. RESULTS: Among 7180 infants, 1090 (15.2%) had positive UA results. The risk of bacteremia was higher in those with positive versus negative UA results (63/1090 [5.8%] vs 69/6090 [1.1%], difference 4.7% [3.3% to 6.1%]). There was no difference in the prevalence of bacterial meningitis in infants ≤28 days of age with positive versus negative UA results (â¼1% in both groups). However, among 697 infants aged 29 to 60 days with positive UA results, there were no cases of bacterial meningitis in comparison to 9 of 4153 with negative UA results (0.2%, difference -0.2% [-0.4% to -0.1%]). In addition, there were no cases of bacteremia and/or bacterial meningitis in the 148 infants ≤60 days of age with positive UA results who had the Pediatric Emergency Care Applied Research Network low-risk blood thresholds of absolute neutrophil count <4 × 103 cells/mm3 and procalcitonin <0.5 ng/mL. CONCLUSIONS: Among noncritical febrile infants ≤60 days of age with positive UA results, there were no cases of bacterial meningitis in those aged 29 to 60 days and no cases of bacteremia and/or bacterial meningitis in any low-risk infants based on low-risk blood thresholds in both months of life. These findings can guide lumbar puncture use and other clinical decision making.
Subject(s)
Bacteremia , Bacterial Infections , Meningitis, Bacterial , Urinary Tract Infections , Bacteremia/complications , Bacteremia/diagnosis , Bacteremia/epidemiology , Bacterial Infections/complications , Child , Fever/complications , Fever/diagnosis , Fever/epidemiology , Humans , Infant , Meningitis, Bacterial/complications , Meningitis, Bacterial/diagnosis , Meningitis, Bacterial/epidemiology , Procalcitonin , Urinalysis , Urinary Tract Infections/epidemiologyABSTRACT
Importance: In young febrile infants, serious bacterial infections (SBIs), including urinary tract infections, bacteremia, and meningitis, may lead to dangerous complications. However, lumbar punctures and hospitalizations involve risks and costs. Clinical prediction rules using biomarkers beyond the white blood cell count (WBC) may accurately identify febrile infants at low risk for SBIs. Objective: To derive and validate a prediction rule to identify febrile infants 60 days and younger at low risk for SBIs. Design, Setting, and Participants: Prospective, observational study between March 2011 and May 2013 at 26 emergency departments. Convenience sample of previously healthy febrile infants 60 days and younger who were evaluated for SBIs. Data were analyzed between April 2014 and April 2018. Exposures: Clinical and laboratory data (blood and urine) including patient demographics, fever height and duration, clinical appearance, WBC, absolute neutrophil count (ANC), serum procalcitonin, and urinalysis. We derived and validated a prediction rule based on these variables using binary recursive partitioning analysis. Main Outcomes and Measures: Serious bacterial infection, defined as urinary tract infection, bacteremia, or bacterial meningitis. Results: We derived the prediction rule on a random sample of 908 infants and validated it on 913 infants (mean age was 36 days, 765 were girls [42%], 781 were white and non-Hispanic [43%], 366 were black [20%], and 535 were Hispanic [29%]). Serious bacterial infections were present in 170 of 1821 infants (9.3%), including 26 (1.4%) with bacteremia, 151 (8.3%) with urinary tract infections, and 10 (0.5%) with bacterial meningitis; 16 (0.9%) had concurrent SBIs. The prediction rule identified infants at low risk of SBI using a negative urinalysis result, an ANC of 4090/µL or less (to convert to ×109 per liter, multiply by 0.001), and serum procalcitonin of 1.71 ng/mL or less. In the validation cohort, the rule sensitivity was 97.7% (95% CI, 91.3-99.6), specificity was 60.0% (95% CI, 56.6-63.3), negative predictive value was 99.6% (95% CI, 98.4-99.9), and negative likelihood ratio was 0.04 (95% CI, 0.01-0.15). One infant with bacteremia and 2 infants with urinary tract infections were misclassified. No patients with bacterial meningitis were missed by the rule. The rule performance was nearly identical when the outcome was restricted to bacteremia and/or bacterial meningitis, missing the same infant with bacteremia. Conclusions and Relevance: We derived and validated an accurate prediction rule to identify febrile infants 60 days and younger at low risk for SBIs using the urinalysis, ANC, and procalcitonin levels. Once further validated on an independent cohort, clinical application of the rule has the potential to decrease unnecessary lumbar punctures, antibiotic administration, and hospitalizations.
Subject(s)
Bacteremia/diagnosis , Clinical Decision Rules , Fever/microbiology , Meningitis, Bacterial/diagnosis , Urinary Tract Infections/diagnosis , Age Factors , Bacteremia/metabolism , Bacteremia/microbiology , Biomarkers/metabolism , Emergency Service, Hospital , Female , Humans , Infant , Infant, Newborn , Leukocyte Count , Male , Meningitis, Bacterial/metabolism , Meningitis, Bacterial/microbiology , Predictive Value of Tests , Prospective Studies , Risk Factors , Urinalysis , Urinary Tract Infections/metabolism , Urinary Tract Infections/microbiologyABSTRACT
IMPORTANCE: Young febrile infants are at substantial risk of serious bacterial infections; however, the current culture-based diagnosis has limitations. Analysis of host expression patterns ("RNA biosignatures") in response to infections may provide an alternative diagnostic approach. OBJECTIVE: To assess whether RNA biosignatures can distinguish febrile infants aged 60 days or younger with and without serious bacterial infections. DESIGN, SETTING, AND PARTICIPANTS: Prospective observational study involving a convenience sample of febrile infants 60 days or younger evaluated for fever (temperature >38° C) in 22 emergency departments from December 2008 to December 2010 who underwent laboratory evaluations including blood cultures. A random sample of infants with and without bacterial infections was selected for RNA biosignature analysis. Afebrile healthy infants served as controls. Blood samples were collected for cultures and RNA biosignatures. Bioinformatics tools were applied to define RNA biosignatures to classify febrile infants by infection type. EXPOSURE: RNA biosignatures compared with cultures for discriminating febrile infants with and without bacterial infections and infants with bacteremia from those without bacterial infections. MAIN OUTCOMES AND MEASURES: Bacterial infection confirmed by culture. Performance of RNA biosignatures was compared with routine laboratory screening tests and Yale Observation Scale (YOS) scores. RESULTS: Of 1883 febrile infants (median age, 37 days; 55.7% boys), RNA biosignatures were measured in 279 randomly selected infants (89 with bacterial infections-including 32 with bacteremia and 15 with urinary tract infections-and 190 without bacterial infections), and 19 afebrile healthy infants. Sixty-six classifier genes were identified that distinguished infants with and without bacterial infections in the test set with 87% (95% CI, 73%-95%) sensitivity and 89% (95% CI, 81%-93%) specificity. Ten classifier genes distinguished infants with bacteremia from those without bacterial infections in the test set with 94% (95% CI, 70%-100%) sensitivity and 95% (95% CI, 88%-98%) specificity. The incremental C statistic for the RNA biosignatures over the YOS score was 0.37 (95% CI, 0.30-0.43). CONCLUSIONS AND RELEVANCE: In this preliminary study, RNA biosignatures were defined to distinguish febrile infants aged 60 days or younger with vs without bacterial infections. Further research with larger populations is needed to refine and validate the estimates of test accuracy and to assess the clinical utility of RNA biosignatures in practice.
Subject(s)
Bacterial Infections/diagnosis , Fever/microbiology , RNA/blood , Bacteremia/blood , Bacterial Infections/blood , Bacterial Infections/complications , Biomarkers/blood , Case-Control Studies , Diagnostic Tests, Routine , Emergency Service, Hospital , Female , Fever/blood , Genetic Markers , Humans , Infant , Infant, Newborn , Male , Meningitis, Bacterial/blood , Meningitis, Bacterial/complications , Meningitis, Bacterial/diagnosis , Microarray Analysis/methods , Prospective Studies , RNA/genetics , Statistics, Nonparametric , Urinary Tract Infections/blood , Urinary Tract Infections/complications , Urinary Tract Infections/diagnosisABSTRACT
Modern dancers suffer a high rate of musculoskeletal injuries. Preventing injury prolongs dance careers and eases financial burden on both individual dancers and dance companies alike. A medical student partnered with Garth Fagan Dance to develop a curriculum to teach principles of injury prevention specific to preprofessional and professional modern dancers. Quantitative assessments showed a significant increase in participant injury prevention knowledge after completion of the course (P < 0.0001). Participants' concern that injury may end their careers showed no significant change after the course (P = 0.35). Injury prevention and dance-related injuries were reported the most often as useful topics while weight management was reported the least often as a useful topic. Qualitative evaluations showed that participants' found a course on injury prevention valuable and desired a course of longer duration that includes a greater number of topics. These findings show that modern dancers perceive an educational course on injury prevention as valuable and retain information presented in the course in the short-term. Further study is warranted to assess changes in injury rates after the course and to continue to improve curriculum content and implementation.
Subject(s)
Dancing/education , Dancing/injuries , Musculoskeletal System/injuries , Occupational Diseases/prevention & control , Adolescent , Adult , Curriculum , Female , Health Knowledge, Attitudes, Practice , Humans , Male , Pilot Projects , Program Evaluation , Qualitative Research , Young AdultABSTRACT
OBJECTIVE: We designed a telemedicine model for diagnosis of common, acute illness to compare telemedicine and in-person evaluations on reproducibility of diagnosis and treatment. METHODS: Subjects were seen by usual physicians in ambulatory settings. Subjects were also evaluated separately by experienced general pediatricians (study physicians), either in person or via telemedicine, based on random assignment. The primary measure of reproducibility was study physician agreement with usual physician on primary diagnosis. Analysis compared reproducibility for telemedicine versus in-person evaluations. Relevance of agreement on primary diagnosis was measured by comparing agreement on prescribed medications. RESULTS: Agreement on diagnosis of study physicians with usual physicians for the 492 visits studied was 89%. The difference in the proportion of visits with disagreements between telemedicine study and in-person study evaluations (13.8% vs 8.3%, respectively) bordered on significance (P = .051). Disagreement proportions for prescriptions were similar (32.2% vs 27.4%), however. Telemedicine evaluation for children with upper respiratory tract (URI)-ear symptoms involved unique technical requirements and clinical judgments. For this largest subgroup of 202 visits, disagreement on diagnosis for telemedicine occurred more often than for in-person evaluation (17.6 vs 6.3%, P < .02). For the remaining 290 visits, telemedicine and in-person study physicians disagreed on diagnosis about equally (11.5 vs 9.9%). CONCLUSIONS: Excluding the URI-ear group, reproducibility of telemedicine diagnosis did not differ from that of in-person diagnosis. For the URI-ear group, reproducibility of diagnosis by telemedicine and in-person evaluation varied significantly.
Subject(s)
Diagnosis , Otitis Media/diagnosis , Primary Health Care , Telemedicine , Acute Disease , Child , Female , Humans , Male , Physical Examination , Primary Health Care/methods , Reproducibility of Results , Respiratory Tract Infections/diagnosisABSTRACT
For the purpose of reducing the social and economic burden imposed by common acute childhood illness, we developed a telemedicine model to enable diagnosis and treatment of illness episodes presenting in pediatric office settings. The study objective was to assess the effectiveness of this telemedicine model in replacing illness visits to traditional healthcare settings and to compare effectiveness of this model (base model) with that of alternative models including simple office laboratory tests and albuterol administration (simple model) or a complete complement of tests and procedures (extended model). Eligible subjects had an acute problem and were seen in the pediatric primary care practice or pediatric emergency department of the University of Rochester Medical Center. All subjects were seen by the setting's usual physician. Subjects were also evaluated, based on random assignment, by a study physician in person or by a study physician via telemedicine. Effectiveness was defined as completion of the visit to the point that diagnosis was made. Forms completed by study physicians, and standard medical records indicating the tests and procedures requested for the purpose of completing the visit, were used to identify the model used in completing the visit. Effectiveness (proportion of visits completed) of the base model was assessed and its effectiveness was compared to that of simple and extended telemedicine models. Among 520 randomized visits, 492 were evaluated by study physicians in person (253) or via telemedicine (239). Using the base model, study physicians completed 74.1% of visits via telemedicine compared to 76.7% for study physicians in person and 76.0% for usual physicians. The simple model increased completion rates substantially. Using this model, study physicians completed 84.9% of visits via telemedicine compared to 86.6% for study physicians in person and 85.2% for usual physicians. The extended model increased effectiveness in completing visits still more, with telemedicine study physicians completing 97.1% of visits compared to 96.8% for in-person study physicians and 100% for usual physicians. Approximately 85% of illness visits presenting to primary care pediatric practice could be completed using a telemedicine model that included only simple office laboratory testing and albuterol administration.
Subject(s)
Acute Disease , Child Health Services , Diagnosis , Pediatrics , Telemedicine/methods , Adolescent , Adult , Child , Emergency Service, Hospital/organization & administration , Female , Humans , Male , Primary Health Care/methods , Prospective StudiesABSTRACT
STUDY OBJECTIVE: Case-mix adjustment is a critical component of quality assessment and benchmarking. The Pediatric Risk of Admission (PRISA) score is composed of descriptive, physiologic, and diagnostic variables that provide a probability of hospital admission as an index of severity. The score was developed and validated in a single tertiary pediatric hospital emergency department (ED) after exclusion of children with minor injuries and illnesses. We provide a multi-institutional recalibration and validation of the PRISA score and test its performance in 4 additional EDs, including patients with minor injuries and illnesses. METHODS: Masked, photocopied, randomly selected medical records of ED patients from 2000 were abstracted and were used to test the performance (discrimination and calibration) of the original PRISA score. This sample differed from the original PRISA sample by including 5 hospitals and including patients with minor injuries and minor illnesses. Independent variables included components of acute and chronic history, physiologic variables, and 3 ED therapies. The dependent variable was hospital admission. PRISA was then recalibrated as needed by using an 80% development sample and a 20% validation sample. Area under the curve and the Hosmer-Lemeshow goodness-of-fit test were used to measure, respectively, discrimination and calibration of the PRISA score after recalibration. We then applied the recalibrated PRISA score to secondary outcomes to test construct validity. We reasoned that a valid measure of ED severity should also be associated with the secondary outcomes of mandatory admissions (admissions using > or =1 inpatient resources) and ICU admissions. RESULTS: The recalibrated PRISA score performed well in all deciles of predicted probability of admission. The area under the curve was 0.81 and the calibration was good (Hosmer-Lemeshow 10.658; df=8; P=.222) for the development sample, and the area under the curve was 0.785 with excellent calibration (Hosmer-Lemeshow 8.341; df=9; P=.500) for the validation sample. The overall development sample had 423.9 admissions predicted and 423 observed; the validation sample had 112.1 predicted and 110 observed. CONCLUSION: The PRISA score has been recalibrated and performs well in EDs of tertiary pediatric hospitals. Comparison with this benchmark may allow individual EDs to improve their performance and may provide insight into best practices.
Subject(s)
Hospitalization , Risk Assessment/methods , Severity of Illness Index , Child , Emergency Service, Hospital , Humans , Odds RatioABSTRACT
Febrile infants are frequently hospitalized for possible serious bacterial illness (SBI). Potential to replace hospitalization of selected febrile infants with care in alternative settings was assessed by estimating risk for deterioration and by determining resource use. Lower and upper bound estimates for the number of infants admitted to a tertiary care hospital from 1994 to 1998 for possible SBI were 537 and 836, respectively. Detailed record reviews were conducted for febrile infants among this group, who, on the basis of positive blood or cerebrospinal cultures, were considered most likely to have SBI. No infant with a positive blood culture who was eligible for alternative setting care (ASC) deteriorated. Ninety-five percent confidence interval for the worst-case (assuming denominator of 537) estimate of risk for deterioration was 0% to 0.56%. Most resource use was compatible with ASC. Alternative setting care for selected febrile infants is both safe and feasible.