Assessment of respiratory rate monitoring in the emergency department.

Objectives: This study aimed to compare the different respiratory rate (RR) monitoring methods used in the emergency department (ED): manual documentation, telemetry, and capnography. Methods: This is a retrospective study using recorded patient monitoring data. The study population includes patients who presented to a tertiary care ED between January 2020 and December 2022. Inclusion and exclusion criteria were patients with simultaneous recorded RR data from all three methods and less than 10 min of recording, respectively. Linear regression and Bland-Altman analysis were performed between different methods. Results: A total of 351 patient encounters met study criteria. Linear regression yielded an R-value of 0.06 (95% confidence interval [CI] 0.00-0.12) between manual documentation and telemetry, 0.07 (95% CI 0.01-0.13) between manual documentation and capnography, and 0.82 (95% CI 0.79-0.85) between telemetry and capnography. The Bland-Altman analysis yielded a bias of -0.8 (95% limits of agreement [LOA] -12.2 to 10.6) between manual documentation and telemetry, bias of -0.6 (95% LOA -13.5 to 12.3) between manual documentation and capnography, and bias of 0.2 (95% LOA -6.2 to 6.6) between telemetry and capnography. Conclusion: There is a poor correlation between manual documentation and both automated methods, while there is relatively good agreement between the automated methods. This finding highlights the need to further investigate the methodology used by the ED staff in monitoring and documenting RR and ways to improve its reliability given that many important clinical decisions are made based on these assessments.

Impact of the COVID-19 Pandemic on Blood Lead Testing in Children in the United States.

The study objective was to evaluate the impact of the coronavirus disease (COVID-19) pandemic on pediatric blood lead testing in the United States. Clinical laboratory pediatric (ages <6 years) blood lead level (BLL) tests performed by Quest Diagnostics, January 2019-March 2022, were analyzed. Patients were categorized by age, by sex, and, through matching by ZIP code with US Census data, for race, ethnicity, pre-1950 housing, and poverty estimates. Over 2.8 million results from children (<6 years old) from all 50 states and the District of Columbia were included. Compared to March-May 2019, BLL testing was lower by 53.6% in March-May 2020 and lower by 14.6% in March-May 2021. Testing rebounded more for children in predominantly White non-Hispanic communities and among children living in communities, based on ZIP codes, with the least pre-1950 housing stock and lowest poverty rates. The proportion of children with BLL at or above the United States Centers for Disease Control and Prevention reference values of 3.5 and 5.0 µg/dL fell by 19% and 24%, respectively, in 2021 versus 2019. In conclusion, pediatric BLL testing has rebounded from sharp declines during the early pandemic period but unevenly. Declines in the proportion of children with elevated BLL should be interpreted with caution, as testing rebounds were less robust among communities with the highest risk of lead poisoning, notably communities with the oldest housing stock and higher poverty rates. More public health efforts are needed to address lead toxicity throughout the United States, especially in communities that did not experience a full rebound subsequent to the early COVID-19 pandemic period.

A Multidisciplinary Assessment of ChatGPT's Knowledge of Amyloidosis: Observational Study.

BACKGROUND: Amyloidosis, a rare multisystem condition, often requires complex, multidisciplinary care. Its low prevalence underscores the importance of efforts to ensure the availability of high-quality patient education materials for better outcomes. ChatGPT (OpenAI) is a large language model powered by artificial intelligence that offers a potential avenue for disseminating accurate, reliable, and accessible educational resources for both patients and providers. Its user-friendly interface, engaging conversational responses, and the capability for users to ask follow-up questions make it a promising future tool in delivering accurate and tailored information to patients. OBJECTIVE: We performed a multidisciplinary assessment of the accuracy, reproducibility, and readability of ChatGPT in answering questions related to amyloidosis. METHODS: In total, 98 amyloidosis questions related to cardiology, gastroenterology, and neurology were curated from medical societies, institutions, and amyloidosis Facebook support groups and inputted into ChatGPT-3.5 and ChatGPT-4. Cardiology- and gastroenterology-related responses were independently graded by a board-certified cardiologist and gastroenterologist, respectively, who specialize in amyloidosis. These 2 reviewers (RG and DCK) also graded general questions for which disagreements were resolved with discussion. Neurology-related responses were graded by a board-certified neurologist (AAH) who specializes in amyloidosis. Reviewers used the following grading scale: (1) comprehensive, (2) correct but inadequate, (3) some correct and some incorrect, and (4) completely incorrect. Questions were stratified by categories for further analysis. Reproducibility was assessed by inputting each question twice into each model. The readability of ChatGPT-4 responses was also evaluated using the Textstat library in Python (Python Software Foundation) and the Textstat readability package in R software (R Foundation for Statistical Computing). RESULTS: ChatGPT-4 (n=98) provided 93 (95%) responses with accurate information, and 82 (84%) were comprehensive. ChatGPT-3.5 (n=83) provided 74 (89%) responses with accurate information, and 66 (79%) were comprehensive. When examined by question category, ChatGTP-4 and ChatGPT-3.5 provided 53 (95%) and 48 (86%) comprehensive responses, respectively, to "general questions" (n=56). When examined by subject, ChatGPT-4 and ChatGPT-3.5 performed best in response to cardiology questions (n=12) with both models producing 10 (83%) comprehensive responses. For gastroenterology (n=15), ChatGPT-4 received comprehensive grades for 9 (60%) responses, and ChatGPT-3.5 provided 8 (53%) responses. Overall, 96 of 98 (98%) responses for ChatGPT-4 and 73 of 83 (88%) for ChatGPT-3.5 were reproducible. The readability of ChatGPT-4's responses ranged from 10th to beyond graduate US grade levels with an average of 15.5 (SD 1.9). CONCLUSIONS: Large language models are a promising tool for accurate and reliable health information for patients living with amyloidosis. However, ChatGPT's responses exceeded the American Medical Association's recommended fifth- to sixth-grade reading level. Future studies focusing on improving response accuracy and readability are warranted. Prior to widespread implementation, the technology's limitations and ethical implications must be further explored to ensure patient safety and equitable implementation.

Survival disparities in rural versus urban patients with pancreatic neuroendocrine tumor: A multi-institutional study from the US neuroendocrine tumor study group.

BACKGROUND: Pancreatic Neuroendocrine Tumors (PNETs) are indolent malignancies that often have a prolonged clinical course. This study assesses disparities in outcomes between PNET patients who live in urban (UA) and rural areas (RA). METHODS: A retrospective cohort study was performed using the US Neuroendocrine Tumor Study Group database. PNET patients with a home zip code recorded were included and categorized as RA or UA according to the Federal Office of Rural Health Policy. Overall survival (OS) was analyzed by Kaplan-Meier method, log-rank test, and logistical regression. RESULTS: Of the 1176 PNET patients in the database, 1126 (96%) had zip code recorded. While 837 (74%) lived in UA, 289 (26%) lived in RA. RA patients had significantly shorter median OS following primary PNET resection (122 vs 149 months, p â€‹= â€‹0.01). After controlling for income, local healthcare access, distance from treatment center, ASA class, BMI, and T/N/M stage, living in a RA remained significantly associated with worse OS (HR 1.60, 95%CI 1.08-2.39, p â€‹= â€‹0.02). CONCLUSION: Rural patients have significantly shorter OS following PNET resection compared to their urban counterparts.

Trends in observation stays for Medicare beneficiaries with and without Alzheimer's disease and related dementias.

BACKGROUND: There has been a marked rise in the use of observation care for Medicare beneficiaries visiting the emergency department (ED) in recent years. Whether trends in observation use differ for people with Alzheimer's disease and Alzheimer's disease-related dementias (AD/ADRD) is unknown. METHODS: Using a national 20% sample of Medicare beneficiaries ages 68+ from 2012 to 2018, we compared trends in ED visits and observation stays by AD/ADRD status for beneficiaries visiting the ED. We then examined the degree to which trends differed by nursing home (NH) residency status, assigning beneficiaries to four groups: AD/ADRD residing in NH (AD/ADRD+ NH+), AD/ADRD not residing in NH (AD/ADRD+ NH-), no AD/ADRD residing in NH (AD/ADRD- NH+), and no AD/ADRD not residing in NH (AD/ADRD- NH-). RESULTS: Of 7,489,780 unique beneficiaries, 18.6% had an AD/ADRD diagnosis. Beneficiaries with AD/ADRD had more than double the number of ED visits per 1000 in all years compared to those without AD/ADRD and saw a faster adjusted increase over time (+26.7 vs. +8.2 visits/year; p < 0.001 for interaction). The annual increase in the adjusted proportion of ED visits ending in observation was also greater among people with AD/ADRD (+0.78%/year, 95% CI 0.77-0.80%) compared to those without AD/ADRD (+0.63%/year, 95% CI 0.59-0.66%; p < 0.001 for interaction). Observation utilization was greatest for the AD/ADRD+ NH+ population and lowest for the AD/ADRD- NH- population, but the AD/ADRD+ NH- group saw the greatest increase in observation stays over time (+15.4 stays per 1000 people per year, 95% CI 15.0-15.7). CONCLUSIONS: Medicare beneficiaries with AD/ADRD have seen a disproportionate increase in observation utilization in recent years, driven by both an increase in ED visits and an increase in the proportion of ED visits ending in observation.

Clinician Risk Tolerance and Rates of Admission From the Emergency Department.

Importance: Much remains unknown about the extent of and factors that influence clinician-level variation in rates of admission from the emergency department (ED). In particular, emergency clinician risk tolerance is a potentially important attribute, but it is not well defined in terms of its association with the decision to admit. Objective: To further characterize this variation in rates of admission from the ED and to determine whether clinician risk attitudes are associated with the propensity to admit. Design, Setting, and Participants: In this observational cohort study, data were analyzed from the Massachusetts All Payer Claims Database to identify all ED visits from October 2015 through December 2017 with any form of commercial insurance or Medicaid. ED visits were then linked to treating clinicians and their risk tolerance scores obtained in a separate statewide survey to examine the association between risk tolerance and the decision to admit. Statistical analysis was performed from 2022 to 2023. Main Outcomes and Measures: The ratio between observed and projected admission rates was computed, controlling for hospital, and then plotted against the projected admission rates to find the extent of variation. Pearson correlation coefficients were then used to examine the association between the mean projected rate of admission and the difference between actual and projected rates of admission. The consistency of clinician admission practices across a range of the most common conditions resulting in admission were then assessed to understand whether admission decisions were consistent across different conditions. Finally, an assessment was made as to whether the extent of deviation from the expected admission rates at an individual level was associated with clinician risk tolerance. Results: The study sample included 392 676 ED visits seen by 691 emergency clinicians. Among patients seen for ED visits, 221 077 (56.3%) were female, and 236 783 (60.3%) were 45 years of age or older; 178 890 visits (46.5%) were for patients insured by Medicaid, 96 947 (25.2%) were for those with commercial insurance, 71 171 (18.5%) were Medicare Part B or Medicare Advantage, and the remaining 37 702 (9.8%) were other insurance category. Of the 691 clinicians, 429 (62.6%) were male; mean (SD) age was 46.5 (9.8) years; and 72 (10.4%) were Asian, 13 (1.9%) were Black, 577 (83.5%) were White, and 29 (4.2%) were other race. Admission rates across the clinicians included ranged from 36.3% at the 25th percentile to 48.0% at the 75th percentile (median, 42.1%). Overall, there was substantial variation in admission rates across clinicians; physicians were just as likely to overadmit or underadmit across the range of projected rates of admission (Pearson correlation coefficient, 0.046 [P = .23]). There also was weak consistency in admission rates across the most common clinical conditions, with intraclass correlations ranging from 0.09 (95% CI, 0.02-0.17) for genitourinary/syncope to 0.48 (95% CI, 0.42-0.53) for cardiac/syncope. Greater clinician risk tolerance (as measured by the Risk Tolerance Scale) was associated with a statistically significant tendency to admit less than the projected admission rate (coefficient, -0.09 [P = .04]). The other scales studied revealed no significant associations. Conclusions and Relevance: In this cohort study of ED visits from Massachusetts, there was statistically significant variation between ED clinicians in admission rates and little consistency in admission tendencies across different conditions. Admission tendencies were minimally associated with clinician innate risk tolerance as assessed by this study's measures; further research relying on a broad range of measures of risk tolerance is needed to better understand the role of clinician attitudes toward risk in explaining practice patterns and to identify additional factors that may be associated with variation at the clinician level.

DFT + F12 QFFs for Cost-Effective Rovibrational Spectral Data Predictions of Ground and Excited Electronic States.

The quest for faster computation of anharmonic vibrational frequencies of both ground and excited electronic states has led to combining coupled cluster theory harmonic force constants with density functional theory cubic and quartic force constants for defining a quartic force field (QFF) utilized in conjunction with vibrational perturbation theory at second order (VPT2). This work shows that explicitly correlated coupled cluster theory at the singles, doubles, and perturbative triples levels [CCSD(T)-F12] provides accurate anharmonic vibrational frequencies and rotational constants when conjoined with any of B3LYP, CAM-B3LYP, BHandHLYP, PBE0, and ωB97XD for roughly one-quarter of the computational time of the CCSD(T)-F12 QFF alone for our test set. As the number of atoms in the molecule increases, however, the anharmonic terms become a greater portion of the QFF, and the cost comparison improves with HOCO+ and formic acid, requiring less than 15 and 10% of the time, respectively. In electronically excited states, PBE0 produces more consistently accurate results. Additionally, as the size of the molecule and, in turn, QFF increase, the cost savings for utilizing such a hybrid approach for both ground- and excited-state computations grows. As such, these methods are promising for predicting accurate rovibrational spectral properties for electronically excited states. In cases where well-behaved potentials for a small selection of targeted excited states are needed, such an approach should reduce the computational cost compared to that of methods requiring semiglobal potential surfaces or variational treatments of the rovibronic Hamiltonian. Such applications include spectral characterization of comets, exoplanets, or any situation in which gas phase molecules are being excited by UV-vis radiation.

Frequency of Intubation for Medicare Beneficiaries With Acute Stroke and Association With Patient Outcomes.

BACKGROUND AND OBJECTIVES: Intubation for acute stroke is common in the United States, with few established guidelines. METHODS: This is a retrospective observational study of acute stroke admissions from 2011 to 2018 among fee-for-service Medicare beneficiaries aged 65-100 years. Patient demographics and chronic conditions as well as hospital characteristics were identified. We identified patient intubation, stroke subtype (ischemic vs intracerebral hemorrhage), and thrombectomy. Factors associated with intubation were identified by a linear probability model with intubation as the outcome and patient characteristics, stroke subtype, and thrombectomy as predictors, adjusting for within-hospital correlation. We compared hospital characteristics between adjusted intubation rate quartiles. We specified a linear probability model with 30-day mortality as the patient-level outcome and hospital intubation rate quartile as the categorical predictor, again adjusting for patient characteristics. We specified an analogous model for quartiles of hospital referral regions. RESULTS: There were 800,467 stroke hospitalizations at 3,581 hospitals. Among 2,588 hospitals with 25 or more stroke hospitalizations, the median intubation rate was 4.8%, while a quarter had intubation rates below 2.4% and 10% had rates above 12.5%. Ischemic strokes had a 21% lower adjusted intubation risk than intracerebral hemorrhages (risk difference [RD] -21.1%, 95% CI -21.3% to -20.9%; p < 0.001), whereas thrombectomy was associated with a 19.2% higher adjusted risk (95% CI RD 18.8%-19.6%; p < 0.001). Women and older patients had lower intubation rates. Large, urban hospitals and academic medical centers were overrepresented in the top quartile of hospital adjusted intubation rates. Even after adjusting for available characteristics, intubated patients had a 44% higher mortality risk than non-intubated patients (p < 0.001). Hospitals in the highest intubation quartile had higher adjusted 30-day mortality (19.3%) than hospitals in the lowest quartile (16.7%), a finding that was similar when restricting to major teaching hospitals (22.3% vs 18.1% in the 4th vs 1st quartiles, respectively). There was no association between market quartile of intubation and patient 30-day mortality. DISCUSSION: Intubation for acute stroke varied by patient and hospital characteristics. Hospitals with higher adjusted rates of intubation had higher patient-level 30-day mortality, but much of the difference may be due to unmeasured patient severity given that no such association was observed for health care markets.

Early Use of Biologics Reduces Healthcare Costs in Crohn's Disease: Results from a United States Population-Based Cohort.

BACKGROUND: Early initiation of biologics in moderate-to-severe Crohn's disease (CD) may significantly alter disease progression, resulting in better patient outcomes. Limited real-world data exist on the impact of early biologic use in patients with CD in the United States. AIMS: We aimed to characterize biologic initiation and subsequent healthcare resource utilization (HCRU) in adults with recently diagnosed CD. METHODS: Patients with CD who initiated biologic treatment within 2 years of diagnosis (index date) were identified from medical and pharmacy claims (Merative L.P. MarketScan Database from 2010 to 2016) and classified as early (≤ 12 months post-index) or late (> 12-24 months post-index) biologic initiators. Propensity score matching balanced patient characteristics up to 1 year post-index. Differences in HCRU frequency and costs 1-2 years post-index were compared between the matched groups. RESULTS: After propensity score matching, 672 pairs of early and late biologic initiators were identified. Patients who initiated biologics early had fewer outpatient visits (15.5 vs 19.8, 95% confidence interval [CI] for difference: 2.7, 6.1) and lower total medical costs ($13,646.20 vs $22,180.70, 95% CI for difference: 4748.9, 12,320.1) 1-2 years post-index than late biologic initiators. Early biologic initiators had higher medication costs 1-2 years post-index ($33,766.30 vs $30,580.70, 95% CI: 546.1, 5825.1) but lower combined medical and medication costs ($47,412.50 vs $52,761.50, 95% CI: 801.5, 9896.40). CONCLUSIONS: While biologic treatments are costly, patients initiating biologics sooner after diagnosis appear to have better HCRU outcomes and require fewer healthcare resources at 1-2 years post-index, potentially leading to overall cost savings.

Trends in performance of hospital outpatient procedures and associated 30-day costs among Medicare beneficiaries from 2011 to 2018.

BACKGROUND: United States healthcare has increasingly transitioned to outpatient care delivery. The degree to which Academic Medical Centers (AMCs) have been able to shift surgical procedures from inpatient to outpatient settings despite higher patient complexity is unknown. METHODS: This observational study used a 20% sample of fee-for-service Medicare beneficiaries age 65 and older undergoing eight elective procedures from 2011 to 2018 to model trends in procedure site (hospital outpatient vs. inpatient) and 30-day standardized Medicare costs, overall and by hospital teaching status. RESULTS: Of the 1,222,845 procedures, 15.9% occurred at AMCs. There was a 2.42% per-year adjusted increase (95% CI 2.39%-2.45%; p < .001) in proportion of outpatient hospital procedures, from 68.9% in 2011 to 85.4% in 2018. Adjusted 30-day standardized costs declined from $18,122 to $14,353, (-$560/year, 95% CI -$573 to -$547; p < .001). Patients at AMCs had more chronic conditions and higher predicted annual mortality. AMCs had a lower proportion of outpatient procedures in all years compared to non-AMCs, a difference that was statistically significant but small in magnitude. AMCs had higher costs compared to non-AMCs and a lesser decline over time (p < .001 for the interaction). AMCs and non-AMCs saw a similar decline in 30-day mortality. CONCLUSIONS: There has been a substantial shift toward outpatient procedures among Medicare beneficiaries with a decrease in total 30-day Medicare spending as well as 30-day mortality. Despite a higher complexity population, AMCs shifted procedures to the outpatient hospital setting at a similar rate as non-AMCs. IMPLICATIONS: The trend toward outpatient procedural care and lower spending has been observed broadly across AMCs and non-AMCs, suggesting that Medicare beneficiaries have benefited from more efficient delivery of procedural care across academic and community hospitals.

Conflicts of Interest in the Assessment of Chemicals, Waste, and Pollution.

Pollution by chemicals and waste impacts human and ecosystem health on regional, national, and global scales, resulting, together with climate change and biodiversity loss, in a triple planetary crisis. Consequently, in 2022, countries agreed to establish an intergovernmental science-policy panel (SPP) on chemicals, waste, and pollution prevention, complementary to the existing intergovernmental science-policy bodies on climate change and biodiversity. To ensure the SPP's success, it is imperative to protect it from conflicts of interest (COI). Here, we (i) define and review the implications of COI, and its relevance for the management of chemicals, waste, and pollution; (ii) summarize established tactics to manufacture doubt in favor of vested interests, i.e., to counter scientific evidence and/or to promote misleading narratives favorable to financial interests; and (iii) illustrate these with selected examples. This analysis leads to a review of arguments for and against chemical industry representation in the SPP's work. We further (iv) rebut an assertion voiced by some that the chemical industry should be directly involved in the panel's work because it possesses data on chemicals essential for the panel's activities. Finally, (v) we present steps that should be taken to prevent the detrimental impacts of COI in the work of the SPP. In particular, we propose to include an independent auditor's role in the SPP to ensure that participation and processes follow clear COI rules. Among others, the auditor should evaluate the content of the assessments produced to ensure unbiased representation of information that underpins the SPP's activities.

Impact of the COVID-19 Pandemic on Childhood Lead Testing and Blood Lead Levels.

OBJECTIVE: To evaluate the effect of the COVID-19 pandemic on childhood lead testing and blood lead levels. METHODS: A retrospective analysis of lead tests and results was performed across 3 urban medical centers during the pre-COVID-19 (March 10, 2019-March 9, 2020) and COVID-19 (March 10, 2020-March 10, 2022) periods. Interrupted time series analysis with quasi-Poisson regression was used to evaluate changes in lead testing between study periods. The relationship between sociodemographic features with detectable (≧2 µg/dL) and elevated (≧3.5 µg/dL) blood lead levels (BLLs) was assessed with multivariable logistic regression. RESULTS: Among a total of 16,364 lead tests across 10,362 patients, weekly testing rates significantly decreased during COVID-19 (relative risk (RR) 0.64, 95% (confidence interval) CI 0.53-0.78). Census tracts with the greatest proportion of pre-1950s housing had a stronger association with detectable BLLs during the COVID-19 period (pre-COVID-19 adjusted odds ratio (aOR) 1.73, 95% CI 1.35-2.20; aOR 2.58, 95% CI 2.13-3.12; interaction P value .014). When limited to 1 year following COVID-19 (March 10, 2020-March 10, 2021), the association between both elevated BLLs (pre-COVID-19: aOR 1.49, 95% CI 0.87-2.53; COVID-19: aOR 3.51, 95% CI 1.98-6.25; interaction P value .032) and detectable BLLs with pre-1950s housing were greater during the COVID-19 period (pre-COVID-19: aOR 1.73, 95% CI 1.35-2.20; COVID-19: aOR 2.56, 95% CI 1.95-3.34; interaction P value .034). CONCLUSIONS: The COVID-19 pandemic led to a significant reduction in lead surveillance and magnified the effect of known risk factors for lead exposure. Concerted clinical, public health, and community advocacy are needed to address care gaps and excess cases of lead poisoning.

Racialized and beneficiary inequities in medication to treat opioid use disorder receipt within the US Military Health System.

BACKGROUND: Medication for opioid use disorder (MOUD) can be critical to managing opioid use disorder (OUD). It is unknown the extent to which US Military Health System (MHS) patients diagnosed with OUD receive MOUD. METHODS: Healthcare records of MHS-enrolled active duty and retired service members (N = 13,334) with a new (index) OUD diagnosis were included between 2018 and 2021, without 90-day pre-index MOUD receipt were included. Elastic net logistic and Cox regressions evaluated care- and system-level factors associated with 1-year MOUD receipt (primary outcome) and time-to-receipt. RESULTS: Only 9% of patients received MOUD 1-year post-index; only 4% received MOUD within 14 days. Black patients (OR for receipt 0.38, 95% CI 0.30-0.49), Latinx patients (OR for receipt 0.44, 95% CI 0.33-0.59), and patients whose race and ethnicity was Other (OR for receipt 0.52, 95%CI 0.35, 0.77) experienced lower MOUD access (all p < 0.001). Retirees were more likely to receive MOUD relative to active duty service members (OR for receipt 1.81, 95%CI 1.52, 2.16, p <0.001). CONCLUSIONS: Institutional racism in MOUD prescribing, combined with the overall low rates of MOUD receipt after OUD diagnosis, highlight the need for evidence-based, multifaceted, and multilevel approaches to OUD care in the Military Health System. Without clear Defense Health Agency policy, including the designation of responsible entities, transparent and ongoing evaluation and responsiveness using standardized methodology, and resourced programming and public health campaigns, MOUD rates will likely remain poor and inequitable.

The intersection of race, ethnicity, and gender and the prevalence of suicidal thoughts and behaviors.

The prevalence of suicidal thoughts and behaviors across distinct intersections of race/ethnicity and gender among adolescents remains understudied. The current study seeks to address this important gap in suicide scholarship using a statewide representative sample of U.S. Florida middle school and high school adolescents. Data drawn from the 2022 Florida Youth Substance Abuse Survey (FYSAS) (N = 41,764) were analyzed to examine disparities in suicidal thoughts and suicide attempts among 26 racial/ethnic and gender subgroups of middle school and high school aged adolescents. Survey-weighted prevalence estimates for both suicidality outcomes were generated, and binary contrasts were used to assess the statistical significance of the differences in the probabilities between members of each subgroup and youth belonging to all other subgroups. Our results indicate that the prevalence of suicidal thoughts and attempts was highly gendered and varied according to racial/ethnic subgroups. Native American girls reported more suicidal thoughts (49.9%) and attempts (16.5%) in the past 12 months than any race/gender group. Other racial/ethnic and gender groups that reported particularly high rates of suicidal thoughts and attempts were West Indian/Caribbean female adolescents (48.8% and 13.4%, respectively), Puerto Rican female adolescents (48.5% and 14.7%, respectively), and Black/non-Hispanic female adolescents (19.9% and 15.6%, respectively). Because certain gender and race/ethnic subgroups are at an increased risk for suicidality, more research is needed to better understand the risk and protective factors to determine which suicide prevention strategies might best serve each group.

Emergency medicine resident perceptions of simulation-based training and assessment in competence by design.

OBJECTIVES: With the launch of competence by design (CBD) in emergency medicine (EM) in Canada, there are growing recommendations on the use of simulation for the training and assessment of residents. Many of these recommendations have been suggested by educational leaders and often exclude the resident stakeholder. This study sought to explore their experiences and perceptions of simulation in CBD. METHODS: Qualitative data were collected from November 2020 to May 2021 at McMaster University and the University of Toronto after receiving ethics approval from both sites. Eligible participants included EM residents who were interviewed by a trained interviewer using a semi-structured interview guide. All interviews were recorded, transcribed, coded, and collapsed into themes. Data analysis was guided by constructivist grounded theory. RESULTS: A total of seventeen residents participated. Thematic analysis revealed three major themes: 1) impact of CBD on resident views of simulation; 2) simulation's role in obtaining entrustable professional activities (EPAs) and filling educational gaps; and 3) conflicting feelings on the use of high-stakes simulation-based assessment in CBD. CONCLUSIONS: EM residents strongly support using simulation in CBD and acknowledge its ability to bridge educational gaps and fulfill specific EPAs. However, this study suggests some unintended consequences of CBD and conflicting views around simulation-based assessment that challenge resident perceptions of simulation as a safe learning space. As CBD evolves, educational leaders should consider these impacts when making future curricular changes or recommendations.

RéSUMé: OBJECTIFS: Avec le lancement de la compétence par conception (CPC) en médecine d'urgence (MU) au Canada, il existe des recommandations croissantes sur l'utilisation de la simulation pour la formation et l'évaluation des résidents. Beaucoup de ces recommandations ont été suggérées par des leaders éducatifs et excluent souvent la partie prenante résidente. Cette étude visait à explorer leurs expériences et leurs perceptions de la simulation dans la CPC. MéTHODES: Des données qualitatives ont été collectées de novembre 2020 à mai 2021 à l'Université McMaster et à l'Université de Toronto après avoir reçu l'approbation éthique des deux sites. Les participants éligibles étaient des résidents en MU qui ont été interviewés par un interviewer formé à l'aide d'un guide d'entretien semi-structuré. Toutes les interviews ont été enregistrées, transcrites, codées et regroupées en thèmes. L'analyse des données a été guidée par la théorie ancrée constructiviste. RéSULTATS: Au total, dix-sept résidents ont participé. L'analyse thématique a révélé trois thèmes majeurs : (1) l'impact de la CPC sur les opinions des résidents sur la simulation ; (2) le rôle de la simulation dans l'obtention des activités professionnelles confiables (APC) et le comblement des lacunes éducatives ; et (3) des sentiments contradictoires sur l'utilisation de l'évaluation basée sur la simulation à hauts enjeux dans la CPC. CONCLUSIONS: Les résidents en MU soutiennent fortement l'utilisation de la simulation dans la CPC et reconnaissent sa capacité à combler les lacunes éducatives et à remplir des APC spécifiques. Cependant, cette étude suggère quelques conséquences imprévues de la CPC et des opinions divergentes sur l'évaluation basée sur la simulation qui remettent en question les perceptions des résidents de la simulation comme un espace d'apprentissage sécuritaire. À mesure que la CPC évolue, les leaders éducatifs devraient tenir compte de ces impacts lorsqu'ils apportent des changements ou des recommandations curriculaires futurs.

The intersectionality of professional and personal identity formation in a virtual pre-health pathway program.

BACKGROUND AND PURPOSE: To describe the development and implementation of professional and personal identity formation content in a virtual pre-health pathway program. EDUCATIONAL ACTIVITY AND SETTING: Content within a six-week pre-health program for underrepresented and/or disadvantaged college students was redesigned to a virtual format with enhanced focus on professional and personal identity formation. Sessions on personal identity formation were also enhanced through a partnership with local mental health clinicians specializing in trauma-informed care and culturally relevant practices and strategies. FINDINGS: The 2020 and 2021 programs were restructured to include pharmacy professional identity formation content around the following weekly themes: Roadmap to Pharmacy, What Does it Mean to be a Pharmacist?, Expanding Knowledge of Pharmacy, Gaining Insight and Dispelling Myths, Practicing Knowledge and Exploration, and Moving Forward. These pre-pharmacy components emphasized diversity of career paths, pharmacy-based clinical services, and the pharmacist's role in promoting health equity. Overarching components of interprofessional collaboration coupled with health policy applications further emphasized the professional identity of a pharmacist in the collaborative design and delivery of health care. New personal identity formation sessions were implemented in tandem with this content and centering around the following themes: Supporting Scholars in Self-Authorship, Building a Community among Peers, and Strategies for Coping in Times of Challenge. SUMMARY: This project has the potential to serve as a model for the implementation of both personal and professional identity formation initiatives at other programs to promote pharmacy as a desirable and attainable career to pre-health students.

Evaluation of Housing Affordability Among US Resident Physicians.

This cross-sectional study evaluates the extent of housing unaffordability among US residency programs.

Trends in healthy days at home for Medicare beneficiaries using the emergency department.

BACKGROUND: Older adults, particularly those with Alzheimer's Disease and Alzheimer's Disease Related Dementias (AD/ADRD), have high rates of emergency department (ED) visits and are at risk for poor outcomes. How best to measure quality of care for this population has been debated. Healthy Days at Home (HDAH) is a broad outcome measure reflecting mortality and time spent in facility-based healthcare settings versus home. We examined trends in 30-day HDAH for Medicare beneficiaries after visiting the ED and compared trends by AD/ADRD status. METHODS: We identified all ED visits among a national 20% sample of Medicare beneficiaries ages 68 and older from 2012 to 2018. For each visit, we calculated 30-day HDAH by subtracting mortality days and days spent in facility-based healthcare settings within 30 days of an ED visit. We calculated adjusted rates of HDAH using linear regression, accounting for hospital random effects, visit diagnosis, and patient characteristics. We compared rates of HDAH among beneficiaries with and without AD/ADRD, including accounting for nursing home (NH) residency status. RESULTS: We found fewer adjusted 30-day HDAH after ED visits among patients with AD/ADRD compared to those without AD/ADRD (21.6 vs. 23.0). This difference was driven by a greater number of mortality days, SNF days, and, to a lesser degree, hospital observation days, ED visits, and long-term hospital days. From 2012 to 2018, individuals living with AD/ADRD had fewer HDAH each year but a greater mean annual increase over time (p < 0.001 for the interaction between year and AD/ADRD status). Being a NH resident was associated with fewer adjusted 30-day HDAH for beneficiaries with and without AD/ADRD. CONCLUSIONS: Beneficiaries with AD/ADRD had fewer HDAH following an ED visit but saw moderately greater increases in HDAH over time compared to those without AD/ADRD. This trend was visit driven by declining mortality and utilization of inpatient and post-acute care.

Resident Attitudes Toward Performing Pelvic Examinations in the Emergency Department.

Mounting evidence suggests that emergency physicians tend to avoid patients with gynecologic chief complaints, and that avoidance may be higher for male physicians compared to females. One underlying reason could be discomfort with performing pelvic examinations. The goal of this study was to assess whether male residents report greater discomfort with pelvic examinations than females. We performed a cross-sectional, Institutional Review Board-approved survey of residents at 6 academic emergency medicine programs. Of 100 residents who completed the survey, 63 self-identified as male, 36 female, and one selected "prefer not to say" and was excluded. Responses were compared between male and females using chi-square tests. In secondary analysis, t-tests were used to compare preferences for various chief complaints. Self-reported comfort with pelvic examinations did not differ significantly between males and females (p = 0.4249). Barriers for male respondents in performing pelvic examinations included lack of training, general dislike, and concern the patient would prefer female providers. Male residents had a statistically significant higher aversion ranking towards patients with vaginal bleeding than female residents (mean difference = 0.48, confidence interval = 0.11-0.87). Aversion ranking was the same between males and females on other chief complaints. There is a gender disparity among male and female residents in attitudes towards patients with vaginal bleeding. However, the results from this study do not demonstrate a significant difference in self-reported comfort amongst male and female residents in performing pelvic examinations. This disparity may be driven by other barriers, including self-reported lack of training and concern about patients' physician gender preferences.