RESUMO
OBJECTIVE: To validate externally the UTICalc, a popular clinical decision support tool used to determine the risk of urinary tract infections (UTIs) in febrile children, and compare its performance with and without the inclusion of race and at differing risk thresholds. METHODS: We performed a retrospective, singlecenter case-control study of febrile children (2-24 months) in an emergency department. Cases with culture-confirmed UTI were matched 1:1 to controls. We compared the performance of the original model which included race (version 1.0) to a revised model which did not consider race (version 3.0). We evaluated model performance at risk thresholds between 2% and 5%. RESULTS: We included 185 cases and 197 controls (median age 8.4 months; IQR, 4.4-13.0 months; 60.5% girls). When using UTICalc version 1.0, the model area under the receiver operator characteristic curve (AUROC) was 73.4% (95% CI 68.4%-78.5%), which was similar to the version 3.0 model (73.8%; 95% CI 68.7%-78.8%). When using a 2% risk threshold, the version 3.0 model demonstrated a sensitivity of 96.7% and a specificity of 25.0%, with declines in sensitivity and gains in specificity at higher risk thresholds. Version 1.0 of the UTICalc had 12 false negatives, of whom 10 were Black (83%); whereas version 3.0 had 6 false negatives, of whom 2 were Black (33%). CONCLUSIONS: Versions of the UTICalc with and without race had similar performance to each other with a slight decline from the original derivation sample. The removal of race did not adversely affect the accuracy of the UTICalc.
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Infecções Urinárias , Feminino , Criança , Humanos , Lactente , Masculino , Estudos Retrospectivos , Estudos de Casos e Controles , Infecções Urinárias/diagnósticoRESUMO
OBJECTIVES: This study aims to update the Diagnosis Grouping System (DGS) for International Classification of Disease, Tenth Revision ( ICD-10 ) codes for ongoing use. The DGS was developed in 2010 using ICD-9 codes with 21 major groups and 27 subgroups to facilitate research on pediatric patients presenting to emergency departments and required updated classification for more recent ICD codes. METHODS: All emergency department discharges available in the Pediatric Emergency Care Applied Research Network (PECARN) database for 2016 were included to identify ICD-10 codes. These codes were then mapped onto the DGS codes originally derived from ICD-9 . We used ICD-10 codes from the PECARN database from 2017 to 2019 to confirm validity. RESULTS: The DGS was updated with ICD-10 codes based on 2016 PECARN data, and this updated DGS was successfully applied to 6,853,479 (97.3%) of all codes from 2017 to 2019. DISCUSSION: Using ICD-10 codes from the PECARN Registry, the DGS was updated to reflect ICD-10 codes to facilitate ongoing research.
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Serviço Hospitalar de Emergência , Classificação Internacional de Doenças , Criança , Humanos , Bases de Dados Factuais , Alta do PacienteRESUMO
BACKGROUND: Constipation is a common diagnosis in adults and children. Emergency department (ED) visits for constipation increased from 1980 to 2010. Since then, efforts have aimed to reduce resource utilization for constipation in the ED setting. Our objective is to examine contemporary ED practice patterns in the context of updated care guidelines. METHODS: We conducted a cross-sectional study using the National Hospital Ambulatory Medical Care Survey from 2006 to 2017. Encounters with a constipation diagnosis were included. We examined rates of ED visits, diagnostic testing, and medication use. We also compared general and pediatric ED practice patterns for children. RESULTS: Approximately 1.3 million ED visits with a diagnosis of constipation occurred annually, with pediatric encounters comprising one-third of all visits. There was a 114% increase in ED visits for constipation over the study period. Urinalysis and imaging increased by 17% and 15%, respectively. Older patients were more likely to undergo diagnostic testing. No significant changes in laboratory testing, radiographs, or osmotic laxative prescriptions were observed among children. Compared to pediatric EDs, general EDs were more likely to perform CBC (29% vs. 15%) and urinalysis testing (42% vs 31%). General EDs were less likely to prescribe osmotic laxatives for children compared to pediatric EDs (26% vs. 37%). CONCLUSION: ED visits for constipation have increased significantly since 2006. Rates of diagnostic tests and prescriptions have not changed despite published evidence and guidelines that the diagnosis of constipation does not require imaging, and that the management of constipation requires consistent outpatient treatment. Opportunities exist to reduce ED resource utilization through knowledge dissemination and implementation.
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Constipação Intestinal , Serviço Hospitalar de Emergência , Adulto , Assistência Ambulatorial , Criança , Constipação Intestinal/diagnóstico , Constipação Intestinal/epidemiologia , Constipação Intestinal/terapia , Estudos Transversais , Pesquisas sobre Atenção à Saúde , Humanos , Laxantes/uso terapêutico , Estados Unidos/epidemiologiaRESUMO
OBJECTIVE: This study aimed to compare the performance of a pediatric decision support algorithm to detect severe sepsis between high-risk pediatric and adult patients in a pediatric emergency department (PED). METHODS: This is a retrospective cohort study of patients presenting from March 2017 to February 2018 to a tertiary care PED. Patients were identified as high risk for sepsis based on a priori defined criteria and were considered adult if 18 years or older. The 2-step decision support algorithm consists of (1) an electronic health record best-practice alert (BPA) with age-adjusted vital sign ranges, and (2) physician screen. The difference in test characteristics of the intervention for the detection of severe sepsis between pediatric and adult patients was assessed at 0.05 statistical significance. RESULTS: The 2358 enrolled subjects included 2125 children (90.1%) and 233 adults (9.9%). The median ages for children and adults were 3.8 (interquartile range, 1.2-8.6) and 20.1 (interquartile range, 18.2-22.0) years, respectively. In adults, compared with children, the BPA alone had significantly higher sensitivity (0.83 [95% confidence interval {CI}, 0.74-0.89] vs 0.72 [95% CI, 0.69-0.75]; P = 0.02) and lower specificity (0.11 [95% CI, 0.07-0.19] vs 0.48 [95% CI, 0.45-0.51; P < 0.001). With the addition of provider screen, sensitivity and specificity were comparable across age groups, with a lower negative predictive value in adults compared with children (0.66 [95% CI, 0.58-0.74] vs 0.77 [95% CI, 0.75-0.79]; P = 0.005). CONCLUSIONS: The BPA was less specific in adults compared with children. With the addition of provider screen, specificity improved; however, the lower negative predictive value suggests that providers may be less likely to suspect sepsis even after automated screen in adult patients. This study invites further research aimed at improving screening algorithms, particularly across the diverse age spectrum presenting to a PED.
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Sepse , Adulto , Criança , Pré-Escolar , Eletrônica , Serviço Hospitalar de Emergência , Humanos , Lactente , Estudos Retrospectivos , Sensibilidade e Especificidade , Sepse/diagnóstico , Sepse/epidemiologiaRESUMO
OBJECTIVE: This study aimed to describe trends in the utilization of nucleic acid amplification (NAAT) testing for gonorrhea and chlamydia in US pediatric emergency departments. Nucleic acid amplification has been recommended over genital culture by the American Academy of Pediatrics and Centers for Disease Control and Prevention for children evaluated for sexual abuse. METHODS: We conducted a multicenter study of children aged 12 months to 11 years tested for gonorrhea and chlamydia between 2004 and 2018 at 22 hospitals in the Pediatric Health Information System. We included patients diagnosed with maltreatment concerns and/or genitourinary (GU) symptoms. The primary outcome was prevalence of testing with NAAT, culture, or both. We analyzed groups based on patient sex, as well as diagnoses of maltreatment versus GU symptoms. RESULTS: A total of 36,312 visits were analyzed. Visits were 73.4% girls and 26.6% boys. During the study period, there was an increase in use of NAAT-only testing for girls (49.3% to 94.3%; P < 0.001) and boys (54.5% to 96.1%; P < 0.001). There was a decrease in use of culture alone for girls (40% to 1.6%; P < 0.001) and boys (38.7% to 0.8%; P < 0.001). Use of both tests in the same encounter was higher among children diagnosed with maltreatment than GU symptoms, regardless of sex (P < 0.001). CONCLUSIONS: Over a 14-year period, downtrend of culture use with increase in NAAT was observed, suggesting general adherence to evidence-based guidelines. Almost 10% of children diagnosed with maltreatment continued to be tested with culture. This could indicate provider concerns regarding test accuracy, legal admissibility, or lack of test availability.
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Infecções por Chlamydia , Chlamydia , Gonorreia , Ácidos Nucleicos , Criança , Infecções por Chlamydia/diagnóstico , Infecções por Chlamydia/epidemiologia , Serviço Hospitalar de Emergência , Feminino , Gonorreia/diagnóstico , Gonorreia/epidemiologia , Humanos , Masculino , Estados UnidosRESUMO
OBJECTIVES: Children are increasingly transferred from emergency departments (EDs) to children's hospitals for inpatient care. The existing literature on the use of direct admission (DA) specifically among pediatric patients transferred from referring EDs remains sparse.The objective of this study was to identify demographic, clinical, and contextual factors associated with the use of direct-to-inpatient versus ED-to-inpatient admission among patients transferred to children's hospitals from EDs. METHODS: This was a retrospective chart review of nontrauma patients admitted to inpatient services at a single tertiary children's hospital after interfacility transfer from EDs between July 1, 2016, and June 30, 2017. Characteristics of the patient population and referring EDs were described; unadjusted associations between rates of DA and the demographic, clinical, and contextual variables of encounters were performed; and a logistic model quantified the relevant associations as odds ratios (ORs). RESULTS: Of 2939 study encounters, 78% resulted in DA. Among White patients, private insurance was associated with decreased direct admission (OR, 0.5; 95% confidence interval [CI], 0.4-0.8). Younger patients and patients with respiratory diagnoses (OR, 3.9; 95% CI, 2.8-5.3) had increased likelihood of DA. Patients with gastrointestinal diagnoses had decreased likelihood of DA (OR, 0.6; 95% CI, 0.4-0.7). CONCLUSIONS: At a tertiary hospital with a high rate of DA among patients transferred from other EDs, we identified factors that were associated with the use of direct versus ED admission. Our results identify specific populations in which future work could inform admission processes for interfacility transfers.
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Hospitais Pediátricos , Transferência de Pacientes , Criança , Serviço Hospitalar de Emergência , Hospitalização , Humanos , Estudos RetrospectivosRESUMO
OBJECTIVE: To characterize children who experienced interfacility emergency department (ED) transfers with discharge home, and identify care potentially amenable to telemedicine in lieu of transfer. STUDY DESIGN: Retrospective cohort study (July 2016 to June 2017) of patients transferred from general EDs to an academic pediatric ED and discharged home. The primary outcome was care potentially amenable to telemedicine defined as pediatric emergency medicine (PEM) provider assessment without other in-person subspecialty evaluation, diagnostic evaluation available in a general ED (electrocardiogram, point-of-care, or urine tests), and/or referrals and medications available in a general ED. Analysis included descriptive and χ2 statistics. RESULTS: Of the 1733 patients transferred, 529 (31%) were discharged home and 22% of those discharged home had care potentially amenable to telemedicine. Patients amenable to telemedicine were more likely to be <2 years old (32% vs 17%; P = .002) and to have neurologic (29% vs 17%; P = .005), respiratory (16% vs 4%; P < .001), or urinary (5% vs 1%; P = .004) diagnoses than those whose care was not. Eight in 10 patients received their entire diagnostic evaluation before transfer and one-half received only a PEM provider assessment. An additional 281 cases were evaluated by a subspecialist in person, received routine imaging, or routine interventions. CONCLUSIONS: Children receiving care potentially amenable to telemedicine in lieu of transfer often received their entire diagnostic evaluation before transfer; PEM provider assessment was the mainstay of care after transfer. These findings have implications for informing telemedicine to improve access to PEM expertise and potentially decrease some interfacility transfers.
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Serviço Hospitalar de Emergência , Transferência de Pacientes/organização & administração , Pediatria , Telemedicina , Criança , Pré-Escolar , Estudos de Coortes , Feminino , Departamentos Hospitalares , Humanos , Lactente , Masculino , Estudos RetrospectivosRESUMO
CONTEXT: In 2015, the United States Federal Advisory Committee on Heritable Disorders in Newborns and Children issued recommendations for state-based newborn screening programs to benchmark improvements in newborn-screening timeliness. Newborn screening (NBS) timeliness encompasses the efficient collection, transportation, testing, and reporting of results. Nearly all state programs fail to achieve recommended timeliness benchmarks. OBJECTIVES: Our study explored the processes and procedures that accelerate or hamper progress toward improving NBS timeliness from a public health laboratory program perspective. DESIGN: We conducted semistructured interviews to elicit public health laboratory perspectives on NBS specimen delivery, laboratory testing and processing, communication of results to birthing providers, program staffing, and quality measures and data sharing. A content analysis explored practices, processes, and procedures related to NBS timeliness. A secondary analysis examined interorganizational strategies to enhance timeliness outcomes among NBS stakeholders. PARTICIPANTS: Ten laboratories participated in the study (n = 21 personnel). Participants included public health laboratory directors, NBS program managers, and NBS follow-up program staff. RESULTS: Efforts to improve NBS timeliness included engaging birthing providers, expanding courier services, extending operating hours, modifying staffing schedules, and implementing cross-training schedules to facilitate prompt collection, transport, and processing of NBS specimens. Sustained improvements will require implementing robust data systems, integrating laboratory and follow-up processes, and improving communication among all NBS stakeholders. Programs expressed a desire to refine timeliness metric definitions to ensure useful comparisons across states. CONCLUSIONS: Efforts to improve timeliness have accelerated in recent years; sustained progress will require increased coordination and integration among stakeholders in the NBS delivery system.
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Triagem Neonatal , Integração de Sistemas , Comitês Consultivos , Criança , Humanos , Recém-Nascido , Laboratórios , Saúde Pública , Estados UnidosRESUMO
Child safety seat use reduces the risk of fatal injury by 71% for infants and 54% for toddlers, yet more than one-third of child passengers killed in traffic crashes in the US are unrestrained. Nearly half (47%) of crash injuries occur within 5 miles of the injured person's home. Mapping the location of motor vehicle crashes resulting in serious or fatal injury to unrestrained child passengers may pinpoint high-risk neighborhoods. Illinois Department of Transportation data were used to map crashes that resulted in a fatal or incapacitating injury to a child passenger (age 0 to 8) in Cook County, IL from 2011 to 2015. Maptitude® Geographic Information System (GIS) software was used to identify hot spots of unrestrained child passenger injury on the South Side and West Side of Chicago. Of 174 zip codes in Cook County, 3 zip codes on the South Side of Chicago (60620, 60621; 60628) accounted for 11% of the total unrestrained fatalities and incapacitating injuries among children. Results of this study reveal the feasibility of detecting geographic disparities in child passenger safety at the zip code and neighborhood level and indicate the potential for more targeted allocation of resources.
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Lesões Acidentais/etiologia , Acidentes de Trânsito/estatística & dados numéricos , Sistemas de Proteção para Crianças/estatística & dados numéricos , Mapeamento Geográfico , Lesões Acidentais/mortalidade , Acidentes de Trânsito/mortalidade , Criança , Pré-Escolar , Feminino , Sistemas de Informação Geográfica , Humanos , Illinois/epidemiologia , Lactente , Masculino , GravidezRESUMO
OBJECTIVE: To identify and quantify public preferences for attributes of newborn screening conditions. STUDY DESIGN: We conducted an online national survey of the public (n = 502) to evaluate preferences for attributes of candidate newborn screening conditions. Respondents were presented with hypothetical condition profiles that were defined using 10 attributes with 2-6 levels per attribute. Participants indicated whether they would recommend screening for a condition and which condition attributes were most and least important when making this decision (best-worst scaling). Difference scores were calculated and stratified by condition recommendation (recommend or not recommend for screening). Regression analyses were used to evaluate the effect of attributes on choice to screen or not screen. RESULTS: The number of babies diagnosed was important to those who would recommend newborn screening for a profile, and age at which the treatment would start was important to those who would not recommend newborn screening. Cost was considered to be a key attribute, and treatment effectiveness and impact of making the diagnosis through newborn screening were of low importance for both groups. CONCLUSION: Public preferences identified through survey methods that provide an adequate baseline understanding of newborn screening can be used to inform newborn screening decisions.
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Triagem Neonatal , Preferência do Paciente , Opinião Pública , Adolescente , Adulto , Tomada de Decisões , Feminino , Humanos , Recém-Nascido , Doenças do Recém-Nascido/diagnóstico , Doenças do Recém-Nascido/terapia , Masculino , Pessoa de Meia-Idade , Inquéritos e Questionários , Tempo para o Tratamento , Adulto JovemRESUMO
INTRODUCTION: Eating in restaurants is associated with high caloric intake. This review summarizes and evaluates the evidence supporting community-based restaurant interventions. METHODS: We searched all years of PubMed and Web of Knowledge through January 2014 for original articles describing or evaluating community-based restaurant interventions to promote healthy eating. We extracted summary information and classified the interventions into 9 categories according to the strategies implemented. A scoring system was adapted to evaluate the evidence, assigning 0 to 3 points to each intervention for study design, public awareness, and effectiveness. The average values were summed and then multiplied by 1 to 3 points, according to the volume of research available for each category. These summary scores were used to determine the level of evidence (insufficient, sufficient, or strong) supporting the effectiveness of each category. RESULTS: This review included 27 interventions described in 25 studies published since 1979. Most interventions took place in exclusively urban areas of the United States, either in the West or the South. The most common intervention categories were the use of point-of-purchase information with promotion and communication (n = 6), and point-of-purchase information with increased availability of healthy choices (n = 6). Only the latter category had sufficient evidence. The remaining 8 categories had insufficient evidence because of interventions showing no, minimal, or mixed findings; limited reporting of awareness and effectiveness; low volume of research; or weak study designs. No intervention reported an average negative impact on outcomes. CONCLUSION: Evidence about effective community-based strategies to promote healthy eating in restaurants is limited, especially for interventions in rural areas. To expand the evidence base, more studies should be conducted using robust study designs, standardized evaluation methods, and measures of sales, behavior, and health outcomes.
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Comportamento de Escolha , Serviços de Saúde Comunitária , Abastecimento de Alimentos/normas , Promoção da Saúde/métodos , Restaurantes , Comércio , Comportamento Alimentar , Humanos , Estados Unidos , População UrbanaRESUMO
BACKGROUND AND OBJECTIVES: Approximately half of youth suicides involve firearms. The promotion of safe firearm storage in the home through lethal means counseling reduces suicide risk. We aimed to increase the documentation of firearm access and storage among children presenting to the emergency department (ED) with suicidal ideation or self-injury to 80% within 13 months. METHODS: We conducted a multidisciplinary quality improvement initiative to improve the documentation of firearm access and storage among children <18 years old seen in the ED for suicidal ideation or self-injury. The baseline period was February 2020 to September 2021, and interventions occurred through October 2022. Interventions included adding a templated phrase about firearm access to psychiatric social work consult notes and the subsequent modification of the note to include all firearm storage elements (ie, locked, unloaded, separate from ammunition). Statistical process control and run charts were generated monthly to monitor the documentation of firearm access and storage, which was measured through a review of keyword snippets extracted from note text. RESULTS: We identified 2158 ED encounters for suicidal ideation or self-injury during the baseline and intervention periods. Documentation of firearm access increased from 37.8% to 81.6%, resulting in a centerline shift. Among families who endorsed firearm access, the documentation of firearm storage practices increased from 50.0% to 78.0%, resulting in a centerline shift. CONCLUSIONS: The modification of note templates facilitated increased documentation of firearm access and storage practices for children with suicidal ideation in the ED. Future studies should assess whether improved documentation is associated with improved storage practices and reductions in firearm suicides after ED encounters.
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Armas de Fogo , Suicídio , Adolescente , Humanos , Criança , Ideação Suicida , Documentação , Serviço Hospitalar de EmergênciaRESUMO
OBJECTIVES: Respiratory syncytial virus (RSV) is a common pediatric infection, with young infants being at the highest risk of hospitalization and long-term sequela. New preventive agents have been recommended to prevent severe RSV illness in infants, including a vaccine administered during pregnancy. The current rates of recommended vaccination in pregnancy are suboptimal. Our objective was to characterize interest in RSV vaccination during pregnancy among people across the United States who were pregnant or planning to become pregnant. METHODS: In March 2023, we conducted a national cross-sectional online survey of individuals 18 to 45 years old who were currently pregnant or trying to become pregnant on their perceptions of RSV-related illness and intentions to get vaccinated against RSV. We performed logistic regression analyses to determine the odds and predicted proportions of the likelihood of RSV vaccination during pregnancy, controlling for sociodemographic factors. RESULTS: Of 1619 completed surveys, 1528 were analyzed. 54% of respondents indicated that they were "very likely" to get vaccinated against RSV during pregnancy. The perception of RSV as a serious illness was the strongest predictor of vaccination likelihood. In the full regression model, predicted proportions of "very likely" to vaccinate against RSV followed a similar pattern (63% if RSV infection was perceived as serious and likely, 55% if serious and unlikely, 35% if not serious; P < .001). CONCLUSIONS: Raising awareness of RSV infection as likely and potentially serious for infants may be an influential component of targeted communications that promote RSV vaccine uptake during pregnancy.
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Intenção , Infecções por Vírus Respiratório Sincicial , Vacinas contra Vírus Sincicial Respiratório , Humanos , Feminino , Gravidez , Infecções por Vírus Respiratório Sincicial/prevenção & controle , Infecções por Vírus Respiratório Sincicial/epidemiologia , Estudos Transversais , Adulto , Vacinas contra Vírus Sincicial Respiratório/administração & dosagem , Adolescente , Adulto Jovem , Estados Unidos , Vacinação/estatística & dados numéricos , Vacinação/psicologia , Complicações Infecciosas na Gravidez/prevenção & controle , Pessoa de Meia-Idade , MasculinoRESUMO
BACKGROUND: Sepsis is responsible for 75 000 pediatric hospitalizations annually, with an associated mortality rate estimated between 11% and 19%. Evidence supports the use of timely fluid resuscitation and antibiotics to decrease morbidity and mortality. Our emergency department did not meet the timeliness goals for fluid and antibiotic administration suggested by the 2012 Surviving Sepsis Campaign. METHODS: In November 2018, we implemented a sepsis response team utilizing a scripted communication tool and a dedicated sepsis supply cart to address timeliness barriers. Performance was evaluated using statistical process control charts. We conducted observations to evaluate adherence to the new process. Our aim was to meet the Surviving Sepsis Campaign's timeliness goals for first fluid and antibiotic administration (20 and 60 minutes, respectively) within 8 months of our intervention. RESULTS: We observed sustained decreases in mean time to fluids. We also observed a shift in the proportion of patients receiving fluids within 20 minutes. No shifts were observed for timely antibiotic administration. CONCLUSIONS: The implementation of a dedicated emergency department sepsis response team with designated roles and responsibilities, directed communication, and easily accessible supplies can lead to improvements in the timeliness of fluid administration in the pediatric population.
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Sepse , Humanos , Criança , Estudos Retrospectivos , Sepse/terapia , Sepse/tratamento farmacológico , Antibacterianos/uso terapêutico , Serviço Hospitalar de Emergência , Tempo para o TratamentoRESUMO
Rural residence is associated with disparities in cancer-related outcomes. Guided by the Chronic Care Model (CCM), the Rural Oncology Literacy Enhancement Study (ROLES) assessed health literacy and patient navigation needs among rural cancer patients. A mixed methods (qualitative and quantitative) approach was used, including: in-depth interviews, health literacy assessments, and phone surveys with cancer patients (N = 53) from 5 oncology clinics in rural Wisconsin; focus groups and self-administered surveys with staff (N = 41) in these clinics. Within four dimensions of the CCM (community resources, self-management support, delivery system design, and decision support), this study uncovered multiple unmet navigation needs, health literacy limitations, and barriers to quality cancer care. System-level implementation of patient navigation and health literacy best practices could contribute to improved cancer care and patient outcomes among rural populations. Further research identifying effective interventions that reduce cancer disparities among rural cancer patients is necessary.
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Continuidade da Assistência ao Paciente/organização & administração , Atenção à Saúde/organização & administração , Letramento em Saúde , Avaliação das Necessidades , Neoplasias/prevenção & controle , Navegação de Pacientes , Assistência Centrada no Paciente/organização & administração , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Satisfação do Paciente , Garantia da Qualidade dos Cuidados de Saúde/organização & administração , População Rural/estatística & dados numéricosRESUMO
Importance: Suicide is the second leading cause of death among US adolescents. Workforce shortages of mental health professionals in the US are widespread, but the association between mental health workforce shortages and youth suicides is not well understood. Objective: To assess the association between youth suicide rates and mental health professional workforce shortages at the county level, adjusting for county demographic and socioeconomic characteristics. Design, Setting, and Participants: This retrospective cross-sectional study included all US counties and used data of all US youlth suicides from January 2015, through December 31, 2016. Data were analyzed from July 1, 2021, through December 20, 2021. Exposures: County health-professional shortage area designation for mental health, assigned by the US Health Resources and Services Administration based on mental health professionals relative to the population, level of need for mental health services, and service availability in contiguous areas. Designated shortage areas receive a score from 0 to 25, with higher scores indicating greater workforce shortages. Main Outcomes and Measures: Suicides by youth aged 5 to 19 years from 2015 to 2016 were identified from the US Centers for Disease Control and Prevention's Compressed Mortality File. A multivariable negative binomial regression model was used to analyze the association between youth suicide rates and mental health workforce shortage designation, adjusting for the presence of a children's mental health hospital and county-level markers of health insurance coverage, education, unemployment, income, poverty, urbanicity, racial and ethnic composition, and year. Similar models were performed for the subgroups of (1) firearm suicides and (2) counties assigned a numeric shortage score. Results: During the study period, there were 5034 youth suicides (72.8% male and 68.2% non-Hispanic White) with an annual suicide rate of 3.99 per 100â¯000 youths. Of 3133 US counties, 2117 (67.6%) were designated as mental health workforce shortage areas. After adjusting for county characteristics, mental health workforce shortage designation was associated with an increased youth suicide rate (adjusted incidence rate ratio [aIRR], 1.16; 95% CI, 1.07-1.26) and an increased youth firearm suicide rate (aIRR, 1.27; 95% CI, 1.13-1.42). For counties with an assigned numeric workforce shortage score, the adjusted youth suicide rate increased 4% for every 1-point increase in the score (aIRR, 1.04; 95% CI, 1.02-1.06). Conclusions and Relevance: In this cross-sectional study, US county mental health professional workforce shortages were associated with increased youth suicide rates. These findings may inform suicide prevention efforts.
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Suicídio , Criança , Humanos , Masculino , Adolescente , Feminino , Saúde Mental , Estudos Retrospectivos , Estudos Transversais , Fatores SocioeconômicosRESUMO
OBJECTIVES: To evaluate caregiver opinions on the use of artificial intelligence (AI)-assisted medical decision-making for children with a respiratory complaint in the emergency department (ED). METHODS: We surveyed a sample of caregivers of children presenting to a pediatric ED with a respiratory complaint. We assessed caregiver opinions with respect to AI, defined as "specialized computer programs" that "help make decisions about the best way to care for children." We performed multivariable logistic regression to identify factors associated with discomfort with AI-assisted decision-making. RESULTS: Of 279 caregivers who were approached, 254 (91.0%) participated. Most indicated they would want to know if AI was being used for their child's health care (93.5%) and were extremely or somewhat comfortable with the use of AI in deciding the need for blood (87.9%) and viral testing (87.6%), interpreting chest radiography (84.6%), and determining need for hospitalization (78.9%). In multivariable analysis, caregiver age of 30 to 37 years (adjusted odds ratio [aOR] 3.67, 95% confidence interval [CI] 1.43-9.38; relative to 18-29 years) and a diagnosis of bronchospasm (aOR 5.77, 95% CI 1.24-30.28 relative to asthma) were associated with greater discomfort with AI. Caregivers with children being admitted to the hospital (aOR 0.23, 95% CI 0.09-0.50) had less discomfort with AI. CONCLUSIONS: Caregivers were receptive toward the use of AI-assisted decision-making. Some subgroups (caregivers aged 30-37 years with children discharged from the ED) demonstrated greater discomfort with AI. Engaging with these subgroups should be considered when developing AI applications for acute care.
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Inteligência Artificial , Asma , Humanos , Criança , Tomada de Decisão Clínica , Cuidados Críticos , Serviço Hospitalar de EmergênciaRESUMO
Background: To assist clinicians with identifying children at risk of severe outcomes, we assessed the association between laboratory findings and severe outcomes among severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)-infected children and determined if SARS-CoV-2 test result status modified the associations. Methods: We conducted a cross-sectional analysis of participants tested for SARS-CoV-2 infection in 41 pediatric emergency departments in 10 countries. Participants were hospitalized, had laboratory testing performed, and completed 14-day follow-up. The primary objective was to assess the associations between laboratory findings and severe outcomes. The secondary objective was to determine if the SARS-CoV-2 test result modified the associations. Results: We included 1817 participants; 522 (28.7%) SARS-CoV-2 test-positive and 1295 (71.3%) test-negative. Seventy-five (14.4%) test-positive and 174 (13.4%) test-negative children experienced severe outcomes. In regression analysis, we found that among SARS-CoV-2-positive children, procalcitonin ≥0.5â ng/mL (adjusted odds ratio [aOR], 9.14; 95% CI, 2.90-28.80), ferritin >500â ng/mL (aOR, 7.95; 95% CI, 1.89-33.44), D-dimer ≥1500â ng/mL (aOR, 4.57; 95% CI, 1.12-18.68), serum glucose ≥120â mg/dL (aOR, 2.01; 95% CI, 1.06-3.81), lymphocyte count <1.0 × 109/L (aOR, 3.21; 95% CI, 1.34-7.69), and platelet count <150 × 109/L (aOR, 2.82; 95% CI, 1.31-6.07) were associated with severe outcomes. Evaluation of the interaction term revealed that a positive SARS-CoV-2 result increased the associations with severe outcomes for elevated procalcitonin, C-reactive protein (CRP), D-dimer, and for reduced lymphocyte and platelet counts. Conclusions: Specific laboratory parameters are associated with severe outcomes in SARS-CoV-2-infected children, and elevated serum procalcitonin, CRP, and D-dimer and low absolute lymphocyte and platelet counts were more strongly associated with severe outcomes in children testing positive compared with those testing negative.
RESUMO
Importance: Pediatric sepsis definitions have evolved, and some have proposed using the measure used in adults to quantify organ dysfunction, a Sequential Organ Failure Assessment (SOFA) score of 2 or more in the setting of suspected infection. A pediatric adaptation of SOFA (pSOFA) showed excellent discrimination for mortality in critically ill children but has not been evaluated in an emergency department (ED) population. Objective: To delineate test characteristics of the pSOFA score for predicting in-hospital mortality among (1) all patients and (2) patients with suspected infection treated in pediatric EDs. Design, Setting, and Participants: This retrospective cohort study took place from January 1, 2012, to January 31, 2020 in 9 US children's hospitals included in the Pediatric Emergency Care Applied Research Network (PECARN) Registry. The data was analyzed from February 1, 2020, to April 18, 2022. All ED visits for patients younger than 18 years were included. Exposures: ED pSOFA score was assigned by summing maximum pSOFA organ dysfunction components during ED stay (each 0-4 points). In the subset with suspected infection, visit meeting criteria for sepsis (suspected infection with a pSOFA score of 2 or more) and septic shock (suspected infection with vasoactive infusion and serum lactate level >18.0 mg/dL) were identified. Main Outcomes and Measures: Test characteristics of pSOFA scores of 2 or more during the ED stay for hospital mortality. Results: A total of 3â¯999â¯528 (female, 47.3%) ED visits were included. pSOFA scores ranged from 0 to 16, with 126â¯250 visits (3.2%) having a pSOFA score of 2 or more. pSOFA scores of 2 or more had sensitivity of 0.65 (95% CI, 0.62-0.67) and specificity of 0.97 (95% CI, 0.97-0.97), with negative predictive value of 1.0 (95% CI, 1.00-1.00) in predicting hospital mortality. Of 642â¯868 patients with suspected infection (16.1%), 42â¯992 (6.7%) met criteria for sepsis, and 374 (0.1%) met criteria for septic shock. Hospital mortality rates for suspected infection (599â¯502), sepsis (42â¯992), and septic shock (374) were 0.0%, 0.9%, and 8.0%, respectively. The pSOFA score had similar discrimination for hospital mortality in all ED visits (area under receiver operating characteristic curve, 0.81; 95% CI, 0.79-0.82) and the subset with suspected infection (area under receiver operating characteristic curve, 0.82; 95% CI, 0.80-0.84). Conclusions and Relevance: In a large, multicenter study of pediatric ED visits, a pSOFA score of 2 or more was uncommon and associated with increased hospital mortality yet had poor sensitivity as a screening tool for hospital mortality. Conversely, children with a pSOFA score of 2 or less were at very low risk of death, with high specificity and negative predictive value. Among patients with suspected infection, patients with pSOFA-defined septic shock demonstrated the highest mortality.
Assuntos
Sepse , Choque Séptico , Adulto , Criança , Consenso , Serviço Hospitalar de Emergência , Feminino , Mortalidade Hospitalar , Humanos , Insuficiência de Múltiplos Órgãos/diagnóstico , Escores de Disfunção Orgânica , Prognóstico , Curva ROC , Estudos Retrospectivos , Choque Séptico/diagnósticoRESUMO
Importance: Severe outcomes among youths with SARS-CoV-2 infections are poorly characterized. Objective: To estimate the proportion of children with severe outcomes within 14 days of testing positive for SARS-CoV-2 in an emergency department (ED). Design, Setting, and Participants: This prospective cohort study with 14-day follow-up enrolled participants between March 2020 and June 2021. Participants were youths aged younger than 18 years who were tested for SARS-CoV-2 infection at one of 41 EDs across 10 countries including Argentina, Australia, Canada, Costa Rica, Italy, New Zealand, Paraguay, Singapore, Spain, and the United States. Statistical analysis was performed from September to October 2021. Exposures: Acute SARS-CoV-2 infection was determined by nucleic acid (eg, polymerase chain reaction) testing. Main Outcomes and Measures: Severe outcomes, a composite measure defined as intensive interventions during hospitalization (eg, inotropic support, positive pressure ventilation), diagnoses indicating severe organ impairment, or death. Results: Among 3222 enrolled youths who tested positive for SARS-CoV-2 infection, 3221 (>99.9%) had index visit outcome data available, 2007 (62.3%) were from the United States, 1694 (52.6%) were male, and 484 (15.0%) had a self-reported chronic illness; the median (IQR) age was 3 (0-10) years. After 14 days of follow-up, 735 children (22.8% [95% CI, 21.4%-24.3%]) were hospitalized, 107 (3.3% [95% CI, 2.7%-4.0%]) had severe outcomes, and 4 children (0.12% [95% CI, 0.03%-0.32%]) died. Characteristics associated with severe outcomes included being aged 5 to 18 years (age 5 to <10 years vs <1 year: odds ratio [OR], 1.60 [95% CI, 1.09-2.34]; age 10 to <18 years vs <1 year: OR, 2.39 [95% CI 1.38-4.14]), having a self-reported chronic illness (OR, 2.34 [95% CI, 1.59-3.44]), prior episode of pneumonia (OR, 3.15 [95% CI, 1.83-5.42]), symptoms starting 4 to 7 days prior to seeking ED care (vs starting 0-3 days before seeking care: OR, 2.22 [95% CI, 1.29-3.82]), and country (eg, Canada vs US: OR, 0.11 [95% CI, 0.05-0.23]; Costa Rica vs US: OR, 1.76 [95% CI, 1.05-2.96]; Spain vs US: OR, 0.51 [95% CI, 0.27-0.98]). Among a subgroup of 2510 participants discharged home from the ED after initial testing and who had complete follow-up, 50 (2.0%; 95% CI, 1.5%-2.6%) were eventually hospitalized and 12 (0.5%; 95% CI, 0.3%-0.8%) had severe outcomes. Compared with hospitalized SARS-CoV-2-negative youths, the risk of severe outcomes was higher among hospitalized SARS-CoV-2-positive youths (risk difference, 3.9%; 95% CI, 1.1%-6.9%). Conclusions and Relevance: In this study, approximately 3% of SARS-CoV-2-positive youths tested in EDs experienced severe outcomes within 2 weeks of their ED visit. Among children discharged home from the ED, the risk was much lower. Risk factors such as age, underlying chronic illness, and symptom duration may be useful to consider when making clinical care decisions.