Implications of Patient-Provider Concordance on Treatment Recommendations for Carpal Tunnel Syndrome.

Purpose: Differences in the utilization of carpal tunnel release (CTR) by Blacks and women are well documented, but less is known regarding the impact of patient-provider concordance on treatment recommendations. To investigate this, we surveyed hand surgeons using hypothetical scenarios to evaluate variations in treatment recommendations for carpal tunnel syndrome based on patient-related factors and patient-provider concordance. Methods: Three pairs (six total) of hypothetical scenarios with clinical symptoms of carpal tunnel syndrome were created varying sex, race, and occupation. We used names as a proxy for sex and race. Occupation included manual laborers, secretaries, athletes, and retirees. American Society for Surgery of the Hand members were emailed an anonymous web-based link to participate. We used descriptive statistics to analyze the scenario-based treatment recommendations. Results: We identified 3,067 eligible members for participation; 770 surgeons responded (25%) and provided recommendations for 3,742 scenarios. For scenarios involving symptomatic patients without electrodiagnostic studies (EDS), with normal EDS, and with abnormal EDS, no difference was noted in surgeon treatment recommendations based on patients' race, sex, and occupation. Surgeons recommended EDS for 31% and 32.8% of the scenarios with Black female and White male patients, respectively, who did not have EDS at presentation and CTR for 32.3% and 33% of White females and Black males with normal EDS, respectively. Among retired Black female and White male patients older than 80 years of age with abnormal EDS, surgeons recommended CTR in 89.9% and 89.3% of them, respectively. For patient-provider racially concordant pairs, White surgeons recommended CTR to a similar proportion of Black and White hypothetical patients; however, Black surgeons recommended CTR to a greater proportion of patients with Black-sounding names. Conclusions: We found that surgeon treatment recommendation was not associated with patient race, sex, or occupation; however, differences did emerge based on patient-provider racial concordance, suggesting that alignment of patient and provider identities may influence treatment recommendations. Type of study/level of evidence: Prognostic III.

Pediatricians' Career Satisfaction and Wellbeing by Sex Before and During the COVID-19 Pandemic.

OBJECTIVE: To compare pediatrician career satisfaction and wellbeing by sex during the coronavirus disease 2019 pandemic with prepandemic years using longitudinal survey data. METHODS: Data from a cohort study, the American Academy of Pediatrics Pediatrician Life and Career Experience Study, were used to examine career satisfaction and wellbeing from 2012 to 2021 among 2002-2004 and 2009-2011 residency graduates (n = 1760). Mixed effects logistic regression, including key pediatrician characteristics, examined career satisfaction and wellbeing measures for sex (female vs male), pandemic year (2012-2019 vs 2020-2021), and their interaction effect. Adjusted predicted percentage values (PVs) were determined. RESULTS: In total, 73.4% of participants identified as female. Adjusting for key pediatrician characteristics, differences were found by sex for satisfaction and 4 of 5 wellbeing measures, by pandemic year for 2 wellbeing measures, and the interaction of sex and pandemic year for 3 wellbeing measures. Female pediatricians reported higher levels of anxiety, sadness, and work stress, with greater differences during the pandemic. For example, female pediatricians (PV = 22.6, confidence interval [CI] = 21.0-24.3) were more likely than male pediatricians (PV = 14.2, CI = 12.0-16.4) to report anxiety during pre-pandemic years, and the difference between female pediatricians (PV = 29.3, CI = 26.7-32.0) and male pediatricians (PV = 12.4, CI = 9.3-15.5) increased during pandemic years (sex by pandemic year interaction, P < .001). CONCLUSIONS: Compared with male pediatricians, female pediatricians reported worse anxiety, sadness, and stress at work, and the differences were more pronounced during the pandemic.

Comparison of Calculations of the Financial Impact of Fellowship Training by Data Source.

Background: Previous comparisons of potential lifetime earnings between general pediatricians and pediatric subspecialties have demonstrated that many subspecialties have lower potential lifetime earnings than general pediatrics. However, those studies selectively used specific data sources for different portions of analyses. Objective: To assess the presence and magnitude of differences in earning forecasts using different authoritative data sources. Methods: This quality improvement study analyzed compensation data for 14 pediatric subspecialties and general pediatrics from the Association of Administrators in Academic Pediatrics (AAAP), Association of American Medical Colleges (AAMC), and Medical Group Management Association (MGMA) for the 2021 to 2022 academic year. Main Outcomes and Measures: The potential lifetime compensation was calculated using the net present value (NPV), which accounts both for compensation throughout training (residency and fellowship) and compensation after graduation. The potential lifetime compensation for the subspecialties and general pediatrics was compared separately for each data source. Results: This study included data from 3 sources about 14 subspecialties and general pediatrics. Depending on the data source, the magnitude of the difference in lifetime earnings between subspecialties and general pediatrics varied greatly. For all sources, there was a greater difference in lifetime earnings between higher- and lower-paid subspecialties compared with each other relative to general pediatrics. For the AAAP, the subspecialty with the greatest lifetime NPV is neonatal medicine, and the subspecialty with the least lifetime NPV is endocrinology, with a difference of $2 787 539. For the AAMC, cardiology has the greatest lifetime NPV and endocrinology the least, with a difference of $3 557 492. For the MGMA, neonatal medicine has the greatest lifetime NPV and adolescent medicine the least, with a difference of $4 210 477. Additionally, there is a notable difference in lifetime earnings in private vs academic practice. Conclusions and Relevance: These findings suggest that the difference in lifetime compensation between many pediatric subspecialties and general pediatrics is not as large as previously reported. Also, greater differences exist when comparing private practice vs academic medicine and between higher- and lower-paid subspecialties.

Prevalence of Iron Deficiency and Iron-Deficiency Anemia in US Females Aged 12-21 Years, 2003-2020.

This study examines prevalence of iron deficiency among females aged 12 to 21 years to inform future screening strategies for iron deficiency and iron-deficiency anemia.

Racial Disparity in Residual Sleep Apnea After Adenotonsillectomy.

OBJECTIVE: Black children have a higher risk of residual obstructive sleep apnea after adenotonsillectomy than non-Black children. We analyzed Childhood Adenotonsillectomy Trial data to better understand this disparity. We hypothesized that (1) child-level factors, such as asthma, smoke exposure, obesity, sleep duration, and (2) socioeconomic factors, such as maternal education, maternal health, and neighborhood disadvantage, may confound, modify, or mediate the association between Black race and residual obstructive sleep apnea after adenotonsillectomy. STUDY DESIGN: Secondary analysis of a randomized controlled trial. SETTING: Seven tertiary care centers. METHODS: We included two hundred and twenty-four 5-to-9-year-olds with mild-to-moderate obstructive sleep apnea who underwent adenotonsillectomy. The outcome was residual obstructive sleep apnea 6 months after surgery. Data were analyzed with logistic regression and mediation analysis. RESULTS: Of 224 included children, 54% were Black. Compared with non-Black children, Black children had 2.7 times greater odds of residual sleep apnea (95% confidence interval [CI]: 1.2, 6.1; p = .01), adjusted for age, sex, and baseline Apnea Hypopnea Index. There was significant effect modification by obesity. Among obese children, there was no association between Black race and outcome. However, nonobese Black children were 4.9 times as likely to have residual sleep apnea than non-Black children (95% CI: 1.2, 20.0; p < 0.01). There was no significant mediation by any of the child-level or socioeconomic factors tested. CONCLUSION: There was substantial effect modification by obesity on the association between Black race and residual sleep apnea after adenotonsillectomy for mild-to-moderate sleep apnea. Black race was associated with poorer outcome among nonobese but not obese children.

Prevalence and associated skills of Australian general practice registrars seeing children with functional bowel and bladder problems.

AIM: Functional bowel (constipation and faecal incontinence) and bladder (urinary incontinence and enuresis) problems in children are often treated by paediatricians yet should mostly be managed by general practitioners (GPs). To understand whether the necessary skills and knowledge are being built in general practice, this study aimed to establish the prevalence and associated skills of Australian general practice registrars managing children with functional bowel and bladder problems. Together as paediatricians and GPs, we use these data to determine how best to ensure high quality, equitable care for children. METHODS: We drew on 16 rounds of data collection from the Registrar Clinical Encounters in Training (ReCEnT) multi-site cohort study (2010-2017) of general practice registrars' in-consultation experience. It included a measure of paediatric consultations in which a functional bowel or bladder problem was managed, as well as demographic information. RESULTS: Out of 62 721 problems/diagnoses for paediatric patients (0-17 years), 844 (1.4%) were coded as functional bowel (n = 709; 1.13% (95% confidence interval, CI: 1.05-1.22)) and/or bladder (n = 135; 0.22% (95% CI: 0.18-0.25)) presentations. Registrars were more likely to prescribe medication for bowel problems (odds ratio (OR) = 2.22 (95% CI: 1.86-2.64)) than for all other problems, but less likely to prescribe medication (OR = 0.31 (95% CI: 0.18-0.52)) for night-time wetting and more likely to make a specialist referral (OR = 1.99 (95% CI: 1.22-3.25)) compared to all other problems. CONCLUSIONS: Only a small proportion of children with functional bowel and bladder problems were seen by registrars despite high prevalence in the community and amenability to management in the general practice setting (i.e. generally low morbidity and low complexity) versus need for specialists. Registrars appeared to be managing functional bowel and bladder problems according to evidence-based guidelines, but with relatively high levels of referral. Given the inequitable access to specialist care, paediatricians should support local general practice management of these problems. This might include (i) engaging with training programs to ensure appropriate education and (ii) liaising with individual registrars/practices to provide management advice for individual or example cases.

Faculty Perspectives on Diversity, Equity, and Inclusion: Building a Foundation for Pediatrics.

ABSTRACT: Pediatric departments and children's hospitals (hereafter pediatric academic settings) increasingly promote the tenets of diversity, equity, and inclusion (DEI) as guiding principles to shape the mission areas of clinical care, education, research, and advocacy. Integrating DEI across these domains has the potential to advance health equity and workforce diversity. Historically, initiatives toward DEI have been fragmented with efforts predominantly led by individual faculty or subgroups of faculty with little institutional investment or strategic guidance. In many instances, there is a lack of understanding or consensus regarding what constitutes DEI activities, who engages in DEI activities, how faculty feel about their engagement, and what is an appropriate level of support. Concerns also exist that DEI work falls disproportionately to racial and ethnic groups underrepresented in medicine, exacerbating what is termed the minority tax. Despite these concerns, current literature lacks quantitative data characterizing such efforts and their potential impact on the minority tax. As pediatric academic settings invest in DEI programs and leadership roles, there is imperative to develop and use tools that can survey faculty perspectives, assess efforts, and align DEI efforts between academic faculty and health systems. Our exploratory assessment among academic pediatric faculty demonstrates that much of the DEI work in pediatric academic settings is done by a small number of individuals, predominantly Black faculty, with limited institutional support or recognition. Future efforts should focus on expanding participation among all groups and increasing institutional engagement.

Children with severe sepsis: relationship between community level income and morbidity and mortality.

BACKGROUND: Health disparities surrounding pediatric severe sepsis outcomes remains unclear. We aimed to measure the relationship between indicators of socioeconomic status and mortality, hospital length of stay (LOS), and readmission rates among children hospitalized with severe sepsis. METHODS: Children 0-18 years old, hospitalized with severe sepsis in the Nationwide Readmissions Database (2016-2018) were included. The primary exposure was median household income by ZIP Code of residence, divided into quartiles. RESULTS: We identified 15,214 index pediatric severe sepsis hospitalizations. There was no difference in hospital mortality rate or readmission rate across income quartiles. Among survivors, patients in Q1 (lowest income) had a 2 day longer LOS compared to those in Q4 (Median 10 days [IQR 4-21] vs 8 days [IQR 4-18]; p < 0.0001). However, there was no difference after adjusting for multiple covariates. CONCLUSIONS: Children living in Q1 had a 2 day longer LOS versus their peers in Q4. This was not significant on multivariable analysis, suggesting income quartile is not driving this difference. As pediatric severe sepsis remains an important source of morbidity and mortality in critically ill children, more sensitive metrics of socioeconomic status may better elucidate any disparities. IMPACT: Children with severe sepsis living in the lowest income ZIP Codes may have longer hospital stays compared to peers in higher income communities. More precise metrics of socioeconomic status are needed to better understand health disparities in pediatric severe sepsis.

Assessing the pediatric subspecialty pipeline: it is all about the data source.

BACKGROUND: National Resident Match Program (NRMP) data are often used to identify the pediatric subspecialty pipeline. Other data sources may provide greater accuracy. METHODS: Analysis of data from the NRMP and the American Board of Pediatrics (ABP) for 14 pediatric subspecialties from 2008 to 2020. We calculated, within each subspecialty, the annual number of first-year fellowship positions offered, the NRMP match rate, the actual number of fellows entering training (ABP data) relative to the number of positions in the match (fill rate), and the actual number of matriculating first-year fellows each year. RESULTS: For all subspecialties and years, the fill rate was greater than the match rate. All subspecialties had an increase in the relative and absolute number of first-year fellows, with the largest increases seen in emergency medicine (73.3%) and critical care (68.9%). Except for adolescent medicine, all subspecialties had an absolute increase in the number of positions offered, with the largest increase in pulmonology (32.1%). CONCLUSIONS: NRMP data underestimate the actual number of first-year fellows entering subspecialty training. For all subspecialties, the number of first-year fellows has increased over time, indicating continued expansion in the pipeline for most. However, there remains great variation across subspecialties. IMPACT: Perceptions of the pipeline for the pediatric subspecialty workforce vary depending on the data source. The use of NMRP match data alone underestimates the number of matriculating trainees. The number of unmatched fellowship positions has created a perception of a diminishing number of pediatric subspecialty fellows. This study uses multiple data sources to better understand the actual number of fellows entering pediatric subspecialty training and demonstrates that the NRMP match rate alone underestimates the pipeline of the pediatric subspecialty workforce.

Strengthening Care for Children (SC4C): protocol for a stepped wedge cluster randomised controlled trial of an integrated general practitioner-paediatrician model of primary care.

INTRODUCTION: Australia's current healthcare system for children is neither sustainable nor equitable. As children (0-4 years) comprise the largest proportion of all primary care-type emergency department presentations, general practitioners (GPs) report feeling undervalued as an integral member of a child's care, and lacking in opportunities for support and training in paediatric conditions. This Strengthening Care for Children (SC4C) randomised trial aims to evaluate a novel, integrated GP-paediatrician model of care, that, if effective, will improve GP quality of care, reduce burden to hospital services and ensure children receive the right care, at the right time, closer to home. METHODS AND ANALYSIS: SC4C is a stepped wedge cluster randomised controlled trial (RCT) of 22 general practice clinics in Victoria and New South Wales, Australia. General practice clinics will provide control period data before being exposed to the 12-month intervention which will be rolled out sequentially each month (one clinic per state) until all 22 clinics receive the intervention. The intervention comprises weekly GP-paediatrician co-consultation sessions; monthly case discussions; and phone and email paediatrician support, focusing on common paediatric conditions. The primary outcome of the trial is to assess the impact of the intervention as measured by the proportion of children's (0-<18 years) GP appointments that result in a hospital referral, compared with the control period. Secondary outcomes include GP quality of care; GP experience and confidence in providing paediatric care; family trust in and preference for GP care; and the sustainability of the intervention. An implementation evaluation will assess the model to inform acceptability, adaptability, scalability and sustainability, while a health economic evaluation will measure the cost-effectiveness of the intervention. ETHICS AND DISSEMINATION: Human research ethics committee (HREC) approval was granted by The Royal Children's Hospital Ethics Committee in August 2020 (Project ID: 65955) and site-specific HRECs. The investigators (including Primary Health Network partners) will communicate trial results to stakeholders and participating GPs and general practice clinics via presentations and publications. TRIAL REGISTRATION NUMBER: Australia New Zealand Clinical Trials Registry 12620001299998.

Machine Learning Approaches for Hospital Acquired Pressure Injuries: A Retrospective Study of Electronic Medical Records.

Background: Many machine learning heuristics integrate well with Electronic Medical Record (EMR) systems yet often fail to surpass traditional statistical models for biomedical applications. Objective: We sought to compare predictive performances of 12 machine learning and traditional statistical techniques to predict the occurrence of Hospital Acquired Pressure Injuries (HAPI). Methods: EMR information was collected from 57,227 hospitalizations acquired from Dartmouth Hitchcock Medical Center (April 2011 to December 2016). Twelve classification algorithms, chosen based upon classic regression and recent machine learning techniques, were trained to predict HAPI incidence and performance was assessed using the Area Under the Receiver Operating Characteristic Curve (AUC). Results: Logistic regression achieved a performance (AUC = 0.91 ± 0.034) comparable to the other machine learning approaches. We report discordance between machine learning derived predictors compared to the traditional statistical model. We visually assessed important patient-specific factors through Shapley Additive Explanations. Conclusions: Machine learning models will continue to inform clinical decision-making processes but should be compared to traditional modeling approaches to ensure proper utilization. Disagreements between important predictors found by traditional and machine learning modeling approaches can potentially confuse clinicians and need to be reconciled. These developments represent important steps forward in developing real-time predictive models that can be integrated into EMR systems to reduce unnecessary harm.

Association between COVID-19 restrictions and emergency department presentations for paediatric mental health in Victoria, Australia.

Objective To determine the association between coronavirus disease 2019 (COVID-19) restrictions and paediatric mental health emergency department presentations. Methods Secondary analysis of Victorian Emergency Minimum Dataset data from 38 Victorian public hospital emergency departments. Paediatric patients (birth to <18 years) attending emergency departments with an International Classification of Disease-Australian Modification (ICD-10-AM) diagnosis of a mental health problem between 1 January 2018 and 31 October 2020 were included. We compared pre-COVID-19 (1 January 2018-27 March 2020) to the COVID-19 period (28 March-26 October 2020) to examine the number of mental health presentations by patient age, socioeconomic status, location, and emergency department triage category. A Poisson regression prediction model was built for each diagnosis group to predict the presentation number in the COVID-19 period, assuming the pandemic and associated restrictions had not happened. Results There were 15 898 presentations (589 presentations/month on average) in the pre-COVID-19 period and 4747 presentations (678 presentations/month on average) in the COVID-19 period. Compared with predicted presentations, there was an increase in observed presentations for eating disorders throughout lockdown (on average, an increase of 36 presentations/month) and for anxiety (11/month) and self-harm (18/month). There were no meaningful changes for mood disorders or developmental and behavioural problems, and presentations for substance abuse mostly fell. Conclusions Pandemic restrictions were associated with increased emergency department presentations for eating disorders and, to a lesser extent, anxiety and self-harm. Given the ongoing pandemic, clinicians and policy makers must work together to find timely, accessible solutions to better manage these conditions.

Different Measures and Ways to Categorize Pediatrician Burnout and the Association with Satisfaction.

OBJECTIVE: Compare pediatrician burnout when measured and categorized in different ways to better understand burnout and the association with satisfaction. STUDY DESIGN: We analyzed national survey data from a cohort study of early to midcareer pediatricians. In 2017, participants randomly received 1 of 3 question sets measuring burnout components (emotional exhaustion, depersonalization, and personal accomplishment): group A received the Maslach Burnout Inventory, group B received a previously used measure, and group C received a new severe measure. Repeated measures ANOVA tested differences across burnout categorizations: high emotional exhaustion and high depersonalization and low personal accomplishment; high emotional exhaustion and high depersonalization; and high emotional exhaustion or high depersonalization. Logistic regression tested relationships between burnout profiles (engaged, intermediate, and burnout) and satisfaction. Seventy-one percent of participants completed the survey (1279/1800). RESULTS: Burnout varied depending on measurement (groups A, B, and C) and categorization. For example, for group A, when categorized as high emotional exhaustion, high depersonalization, and low personal accomplishment, burnout was lower (4.8%) than categorized as high emotional exhaustion and depersonalization (15.2%) (P < .001) or categorized as high emotional exhaustion or depersonalization (44.6%) (P < .001). Most participants were satisfied with their career (83.6%). Using burnout profiles, 38.4%-85.1% fell in the engaged profile. For each group, burnout profiles were associated with satisfaction. For example, group A participants in the burnout or intermediate profile were less likely than those engaged to be satisfied with their careers (aOR, 0.08 [95% CI, 0.03-0.24]; and aOR, 0.23 [95% CI, 0.10-0.56], respectively). CONCLUSIONS: The way burnout is measured and categorized affects burnout prevalence and its association with satisfaction. Transparency in methodology used is critical to interpreting results.

Trends in quality of care among children with sickle cell anemia.

INTRODUCTION: For decades, it has been recommended that children with sickle cell anemia (SCA) receive antibiotic prophylaxis to prevent serious infections and undergo transcranial Doppler (TCD) screening to identify those at highest risk of overt stroke. We assessed recent temporal trends in antibiotic prophylaxis prescription fills and TCD screening among children with SCA using validated quality measures. PROCEDURE: Using validated claims-based definitions, we identified children with SCA who were enrolled in Michigan or New York State (NYS) Medicaid programs (2011-2018). Among recommended age groups, two outcomes were assessed yearly: (a) filling of ≥300 days of antibiotics, and (b) receipt of greater than or equal to one TCD. The proportion of children with each outcome was calculated by state. Temporal trends in each preventive service were assessed using generalized linear models. RESULTS: A total of 1784 children were eligible for antibiotic prophylaxis (Michigan: 384; NYS: 1400), contributing 3322 person-years. Annual rates of filling ≥300 days of antibiotics ranged from 16% to 22% and were similar by state. There was no change in rates of antibiotic filling over time in Michigan (p-value: .10), but there was a decrease in NYS (p-value: .02). A total of 3439 children with SCA were eligible for TCD screening (Michigan: 710; NYS: 2729), contributing 10,012 person-years. Annual rates of TCD screening ranged from 39% to 45%, were similar by state, and did not change over time (p-values >.05). CONCLUSIONS: Most children with SCA do not receive recommended antibiotic prophylaxis and/or TCD screening. New, sustainable, and coordinated interventions across preventive services are urgently needed.