Development of a Novel, Reusable Task Trainer for Foreign Body Removal and Abscess Incision and Drainage.

INTRODUCTION: Cutaneous abscess incision and drainage and foreign body removal are 2 common procedures in a variety of outpatient settings. The goal of this project was to create a novel, clean, reusable task trainer that could more accurately reproduce all the steps necessary to perform cutaneous abscess drainage or foreign body removal including ultrasound to identify the abscess cavity or foreign body. METHODS: The novel task trainer was constructed using silicone for both the base and the top skin. Toothpaste mixed with saline was used for the abscess material as this produced an ultrasound image that mimicked purulent material. A piece of a metal paper clip was imbedded in the top skin to mimic a cutaneous foreign body. Physician assistant (PA) students given a didactic lecture then used the novel task trainer as part of a clinical skills course. RESULTS: After the activity, the PA students were asked to voluntarily complete a brief preretrospective/postretrospective survey comprised 8 questions that addressed their self-perceived knowledge and skills using a 5-point Likert scale. Survey data from an initial cohort of PA students at one university show effectiveness of the models when used with the associated curriculum. DISCUSSION: This study demonstrates the feasibility of constructing a practical, low-cost, non-animal-based task trainer for the purpose of training incision and drainage of cutaneous abscesses and removal of cutaneous foreign bodies. This novel task trainer allows for ultrasound skill development and provides realistic imaging experience.

Examination of medical student and physician attitudes towards suicide reveals need for required training.

The attitudes of healthcare providers towards suicidal patients are known to influence their motivation to treat patients during a suicidal crisis. Patients who attempted suicide are more likely to have recently visited a primary care provider who is not necessarily sufficiently trained in managing a suicidal patient rather than a mental health provider who is trained to do so. For those reasons, documenting medical students and physicians' attitudes towards suicide can help in the development of effective intervention training to prepare them to manage these types of patients. In this mini review, attitudes towards suicidal patients, the effectiveness of training on changing their attitudes are discussed. In summary, primary care providers are recognized as a top area where improvements can prevent suicides; providing proper suicide prevention training can effectively improve attitudes and quality of care for suicidal patients.

Rates of Compliance in South Indian American Communities of Southern California Regarding Cancer Screening.

BACKGROUND: Studies have shown lower rates of cancer screening and high mortality rates among all Asian Americans than among non-Hispanic White populations. However, most of these studies often confound diverse Asian American subgroups with limited data on cancer screening for Indian Americans, with this group being particularly interesting because of their counterintuitive socioeconomic status. For this reason, the objective of this study is to evaluate knowledge of the United States Preventive Services Task Force (USPSTF) cancer screening guidelines and compliance among South Indian Americans residing in Southern California. METHODS: This was a cross-sectional study gathering community responses through an electronic survey. The survey reports knowledge of USPSTF screening guidelines and participant compliance rates. Rates were further compared to non-Hispanic White populations from official sources. RESULTS: South Indian Americans residing in California had lower rates of compliance for colorectal, lung, and breast cancer screening when compared to that of non-Hispanic White populations in the same region, with the exception of cervical cancer screening rates. CONCLUSION: Understanding the cultural characteristics of special populations, such as Indian Americans, can help communities adhere to more effective screening practices that can improve outcomes.

Endophthalmitis after Anti-VEGF Intravitreal Injections with Aqueous Chlorhexidine versus Povidone-Iodine as Ocular Antiseptics.

PURPOSE: To compare the rates and outcomes of endophthalmitis after intravitreal injections (IVIs) for patients pretreated with 5% povidone-iodine (PI) and 0.05% chlorhexidine (CHX). DESIGN: A retrospective, single-center, comparative cohort study. PARTICIPANTS: A total of 8686 patients were included in the study, and a total of 67 695 anti-VEGF injections were performed from January 1, 2019, to November 30, 2021. SETTING: A private retina practice of 13 retina specialists in Colorado. METHODS: Using electronic health records, patients with preinjection preparation with PI or CHX were compiled retrospectively. Use of prefilled versus nonprefilled syringes was also tabulated. Patients with postinjection endophthalmitis (PIE) were identified among the 2 groups. Postinjection endophthalmitis is defined as an inflammation of the eye from infectious agents after an IVI. Logarithm of the minimum angle of resolution (logMAR) visual acuity (VA) was determined at the time of causative anti-VEGF injection, endophthalmitis presentation, and 3-month follow-up. RESULTS: A total of 67 695 IVIs were administered by 13 retina specialists during the study period. A total of 13 of 32 802 (0.0396%; 1 in 2523 injections) cases of presumed endophthalmitis occurred in the PI group, and 9 of 34 893 (0.0258%; 1 in 3877 injections) cases in the CHX group (P = 0.395). For the PI group, there were 2 culture-positive endophthalmitis cases (0.0061%, 1 in 16 401), compared with 2 cases in the CHX group (0.00573%, 1 in 17 447) (P = 1.000). No significant difference was observed in the average logMAR VA of PI and CHX at causative injection (P = 0.3851), endophthalmitis encounter (P = 0.7718), and 3-month follow-up (P = 0.6152). A significant reduction in presumed endophthalmitis (P = 0.0445) and culture-positive cases (P = 0.0130) was present for prefilled IVI compared with nonprefilled injections. CONCLUSIONS: No significant difference in the rate of endophthalmitis or visual outcomes were found in the CHX group compared with the PI group. Prefilled syringes were associated with a significant reduction in endophthalmitis rate. Further multicenter studies are needed to validate the efficacy and safety of CHX compared with PI for IVI preparation. FINANCIAL DISCLOSURE(S): The author(s) have no proprietary or commercial interest in any materials discussed in this article.

Comparing the Utility of Landmark-Palpation Guided to Ultrasound-Guided Teaching Methodologies for Subclavian Central Venous Access Using a Formalin-Embalmed Cadaver Model.

Background: Low-risk and realistic simulation strategies are needed to train clinical learners to perform hands-on invasive procedures. This follow-up study compares the utility of landmark-guided palpation-based to ultrasound-guided teaching techniques for subclavian central venous access using formalin-embalmed cadavers. Methods: The subclavian veins of 3 cadavers were imaged with ultrasound to evaluate vein patency before palpation-based venous access was attempted. Twenty-three first-year medical students were trained to access the subclavian vein using palpation-based techniques. Training involved ten minutes of didactic orientation and ten minutes of hands-on practical instruction using cadavers. Participant confidence was measured using a 10-point Likert scale on pre- and post-training questionnaires. Objective skills testing for each participant included quantifying the number of skin punctures and recording the time elapsed from first skin puncture to fluid flashback into the syringe. Data was analyzed using a generalized linear model (GLM) approach. Results: Participant confidence significantly increased following training in both ultrasound and palpation training groups across all questionnaire items (P<0.001). The ultrasound group had fewer skin punctures (P<0.001) and fewer failures (1) than the palpation group (6). Participants in the ultrasound group were more confident than those in the palpation group in their ability to locate the vein and select the optimal site for needle access (P<0.05). Conclusion: Formalin-embalmed cadavers provide a safe, stress-free, and effective means by which to train students in subclavian vein access using both palpation and ultrasound-based techniques. Repeated practice accessing and aspirating fluid from a cadaveric subclavian vein significantly increases trainee confidence, an essential factor in physician performance that may lead to fewer complications. Introducing this type of low-risk and hands-on practice may be beneficial for trainees before they attempt subclavian vein access on live patients.

An Innovative Design for the Vaginal Speculum.

Introduction: The main objective of this study is to evaluate the effectiveness of a newly designed vaginal speculum, the Bouquet Speculum, in-vitro. The setting of this study was at Florida International University and involved four senior students in the Department of Biomedical Engineering. Methods: A phantom vaginal model was used to test three variables of the Bouquet Speculum (Visibility, Pressure and Gynecologic Tools tests). As this was bench-lab testing with simulated models, no human participants were involved in this study. Results: The results of this in-vitro study are as follows: The visibility test demonstrated statistically better visualization of the cervix and the cervical os (sampling area for pap tests) with the Bouquet Speculum over the existing 2-bladed speculum at all intrapelvic pressures; The pressure test demonstrated an equal radial distribution of force, without breakage, across the Bouquet Speculum; The gynecologic tools test demonstrated that the Bouquet Speculum is compatible with the existing speculum and standard gynecologic tools in terms of retrieving samples and accessing the cervical os and entire cervix during gynecologic procedures and screening. Conclusion: The gynecologic screening and procedural value of this innovative change in the design of the vaginal speculum could save hundreds of thousands of lives every year, provide a more comfortable exam for the patient, and result in a more efficient and user-friendly provider experience.

Psychological Stress Is Associated with Increased Cancer Risk in Dogs.

Although there is evidence that psychological stress may be associated with increased cancer risk, the effect of stress on cancer risk is difficult to study, both in humans, due to socioeconomic factors, and in animal models, due to questionable biological relevance. Here, we test whether heritable canine temperament that increases psychological stress is associated with cancer risk. The study data are breed-specific averages of incidences of multiple cancer types and of temperament classes. The latter are derived from a latent class analysis of behavioral questionnaires completed by owners (C-BARQ). We thus classified the dogs according to whether they are calm vs. reactive within and across breeds. Using meta-analysis approaches, we modeled the risk of multiple cancer types in calm vs. reactive dogs. We adjusted for breed averages of body mass and lifespan, which are common confounders that impact cancer. Our study confirms that body size has a significant effect of on risk of multiple types of cancers in dogs and shows for the first time that temperament also has a moderate effect. These findings suggest dog models of heritable psychological stress are suitable for molecular epidemiological and translational studies on its effects on cancer risk.

Machine learning prediction and classification of behavioral selection in a canine olfactory detection program.

There is growing interest in canine behavioral research specifically for working dogs. Here we take advantage of a dataset of a Transportation Safety Administration olfactory detection cohort of 628 Labrador Retrievers to perform Machine Learning (ML) prediction and classification studies of behavioral traits and environmental effects. Data were available for four time points over a 12 month foster period after which dogs were accepted into a training program or eliminated. Three supervised ML algorithms had robust performance in correctly predicting which dogs would be accepted into the training program, but poor performance in distinguishing those that were eliminated (~ 25% of the cohort). The 12 month testing time point yielded the best ability to distinguish accepted and eliminated dogs (AUC = 0.68). Classification studies using Principal Components Analysis and Recursive Feature Elimination using Cross-Validation revealed the importance of olfaction and possession-related traits for an airport terminal search and retrieve test, and possession, confidence, and initiative traits for an environmental test. Our findings suggest which tests, environments, behavioral traits, and time course are most important for olfactory detection dog selection. We discuss how this approach can guide further research that encompasses cognitive and emotional, and social and environmental effects.

Austere Diagnosis and Reduction of Anterior Shoulder Dislocations: 10-Year Review of a Ski Patrol-Based Program with Emergency Medical Technicians.

INTRODUCTION: Glenohumeral dislocations present a challenging management dilemma in austere settings where patient transport time may be prolonged. Expeditious reduction is preferable, but treatment is commonly expected to take place within a hospital or comparable facility. Through a novel shoulder injury program, professional ski patrollers trained as emergency medical technicians (EMTs) have diagnosed and reduced anterior shoulder dislocations using biomechanical techniques without sedation or analgesia for over 20 y. Summary records have been maintained to track the performance and safety of this program. METHODS: Five hundred forty-six records of winter sports-related shoulder injuries from 2009-10 to 2019-20 were retrospectively analyzed to determine the assessment performance and dislocation reduction efficacy of EMTs, with the intent of ascertaining whether EMT-trained practitioners can reliably and safely diagnose and reduce anterior shoulder dislocations without premedication in a remote and resource-limited setting. RESULTS: EMTs identified anterior shoulder dislocations with 98% sensitivity and 96% diagnostic accuracy. The overall success rate of reduction attempts was 86%, or 88% when limited to confirmed anterior dislocations. Two fracture-dislocations and 4 misdiagnoses were manipulated. No instances of iatrogenic harm were identified, and no patients who underwent successful reductions required ambulance transportation. CONCLUSIONS: With appropriate education and within a structured program, EMT-trained practitioners can reliably and safely diagnose and reduce anterior shoulder dislocations using biomechanical techniques without premedication in remote and resource-limited environments. Implementation of similar programs in austere settings has the potential to improve patient care. Further, using biomechanical reduction techniques may reduce reliance on procedural sedation irrespective of care setting.

Ski and snowboard injury patterns in the United States from 2010 to 2020 in pediatric patients.

BACKGROUND: Children and adolescents are at higher risk of injuries from winter sports like skiing and snowboarding which can cause severe lifelong debilitation and death. PURPOSE: The objective of this study is to perform a nationwide analysis of pediatric skiing and snowboarding injuries to identify patterns regarding patient demographics, type of injuries, outcomes, and admission rates. STUDY DESIGN: Descriptive Epidemiological Study. METHODS: This was a retrospective cohort study of publicly available data. Cases were sourced from the National Electronic Injury Surveillance System (NEISS) from 2010 to 2020 and included 6421 incidents. RESULTS: Even when the highest percentage of injuries was the head at 19.30%; the diagnosis of concussion was placed third while fractures were the most common diagnosis at 38.20%. The proportion of pediatric incidents by hospital type is changing with children's hospitals currently managing the majority of cases. CONCLUSIONS: These findings can assist clinicians in the ED across different hospital types in understanding the patterns of injury to be better prepared for new cases.

The impact of global health outreach experiences on medical student burnout.

BACKGROUND: Student burnout during medical education is a prevalent and critical problem. Burnout has reaching consequences, including negative health outcomes for students, financial loss for schools, and worsened patient care as students transition to practice. Global Health Outreach Experiences (GHOEs), known to enhance cultural awareness and clinical knowledge among medical students, are offered in most programs. Prior studies document that GHOEs benefit physicians suffering from burnout, with effects demonstrating improvement over 6 months. No study, to our knowledge, has assessed the influence GHOEs may have on medical student burnout with a comparable control group. This study examines whether participation in a GHOE, compared to a standard break from school, has a positive effect on burnout. METHODS: A case control study utilizing the Copenhagen Burnout Inventory was conducted on medical students. 41 students participated in a one-week, spring break GHOE and 252 were randomly selected as non-participating students in a control group. Assessments were gathered 1 week prior, 1 week after, and 10 weeks after spring break. Response across the surveys in chronological order included 22, 20, 19 GHOE and 70, 66, 50 control participants. RESULTS: A significant reduction in personal burnout (PB) (P = 0.0161), studies related burnout (SRB) (P = 0.0056), and colleagues related burnout (CRB) (P = 0.0357) was found among GHOE attendees compared to control participants at 10-weeks after spring break. When modeled with potential confounders, CRB and SRB reductions remained significant. CONCLUSION: GHOEs may be a potential tool for institutions to combat burnout rates in their students. The benefits of GHOEs appear to enhance over time.

Utilization and reimbursement trends of osteopathic manipulative treatment for Medicare patients: 2000-2019.

CONTEXT: Osteopathic manipulative treatment (OMT) has been established as a beneficial and noninvasive treatment option for multiple conditions. With the total number of osteopathic providers tripling and the subsequent increase in osteopathic physician representation, we would expect the clinical use of OMT to increase accordingly. OBJECTIVES: To that end, we evaluated the utilization and reimbursement of OMT services among Medicare beneficiaries. METHODS: Current procedural terminology (CPT) codes 98925 to 98929 were accessed from the Center for Medicare and Medicaid Services (CMS) from 2000 to 2019. These codes indicate OMT treatment, 98925 (1-2 body regions treated), 98926 (3-4 body regions treated), 98927 (5-6 body regions treated), 98928 (7-8 body regions treated), and 98929 (9-10 body regions treated). Monetary reimbursement from Medicare was adjusted for inflation, and total code volume was scaled to codes per 10,000 beneficiaries to account for the increase in Medicare enrollment. RESULTS: Overall OMT utilization declined between 2000 and 2019 by 24.5%. A significant downward trend in the utilization of CPT codes for OMT involving fewer body regions (98925-98927) was observed, and was contrasted by a slight upward trend in the use of codes for more body regions (98928, 98929). The adjusted sum reimbursement of all codes decreased by 23.2%. Lower value codes showed a higher rate of decline, whereas higher value codes changed less dramatically. CONCLUSIONS: We conjecture that lower remuneration for OMT has disincentivized physicians financially and may have contributed to the overall decline in OMT utilization among Medicare patients, along with a decreased number of residencies offering specific training in OMT, and increased billing complexity. In considering the upward trend of higher-value code usage, it is possible that some physicians are increasing the comprehensiveness of their physical assessment and associated OMT to reduce the overall financial impact of reimbursement cuts.

Quantitative Ultrasound Biomarkers to Assess Nonalcoholic Fatty Liver Disease.

PURPOSE: To assess diagnostic performance of quantitative ultrasound (QUS) biomarkers in assessing hepatic steatosis. METHODS: We prospectively recruited 125 participants (mean age 54 years) who underwent liver QUS, magnetic resonance imaging (MRI), and laboratory tests within 30 days in this IRB approved study. Based on MRI-proton density fat fraction (MRI-PDFF) and MRE, we divided 125 participants into normal liver, nonalcoholic fatty liver (NAFL) and liver fibrosis (≥F1) groups. We examined diagnostic performance of ultrasound attenuation coefficient (AC), normalized local variance (NLV), superb microvascular imaging-based vascularity index (SMI-VI), and shear wave velocity (SWV) for determining hepatic steatosis and fibrosis using area under receiver operating characteristic curve (AUC). We also analyzed correlations of QUS biomarkers to MRI using Spearman correlation coefficient. RESULTS: We observed significant differences in AC, NLV, and SMI-VI among the three groups (22 participants with normal liver, 78 with NAFL, and 25 with liver fibrosis). AUC of AC, NLV, and SMI-VI for determining ≥ mild steatotic livers (MRI-PDFF ≥5%) was 0.95, 0.90, and 0.92, respectively. AUC of SWV for determining ≥ F1 liver fibrosis was 0.93. The correlation of MRI-PDFF was positive to AC (r = 0.91) and negative to NLV (r = -0.74), SMI-VI (r = -0.8) in NAFL group. There was a significant difference in regression slope of AC to MRI-PDFF in livers with and without ≥F1 (0.84 vs 0.91, P = .02). CONCLUSIONS: QUS biomarkers have high sensitivity and specificity to determine and grade hepatic steatosis and detect liver fibrosis. The effect of liver fibrosis on the performance of QUS biomarkers in quantifying liver fat content warrants further investigation.

Adverse Events Related to Tirzepatide.

Context: Tirzepatide is a dual glucose-dependent insulinotropic peptide (GIP) and glucagon-like peptide-1 receptor agonist (GLP-1 RA) approved by the US Food and Drug Administration in May 2022 for patients with type 2 diabetes mellitus (T2DM). Objective: We aimed to determine the rates of individual adverse events (AEs) related to 3 studied doses of tirzepatide. Methods: We performed a systematic review with meta-analysis including 5 databases (PubMed, Embase, CINAHL, Scopus, and Web of Science) for all clinical trials reporting AEs related to tirzepatide. The safety data from individual studies were extracted and analyzed through meta-regression to assess rates of individual AEs. Study quality assessment was performed using the National Heart, Lung, and Blood Institute Quality Assessment Tool for Observational Cohort and Cross-Sectional Studies. Results: Ten trials (6836 participants) were included. Gastrointestinal (GI) AEs were the most commonly reported AEs and were dose dependent 39% (95% CI, 35%-43%), 46% (95% CI, 42%-49%), and 49% (95% CI, 38%-60%) for the 5, 10, and 15 mg dose, respectively. Among all GI AEs, nausea and diarrhea were most frequent at any dose of tirzepatide. Drug discontinuation due to AEs was highest with the 15 mg dose of tirzepatide (10%). Incidence of mild hypoglycemia (blood glucose < 70 mg/dL) was highest with tirzepatide 10 mg dose 22.6% (9.2%-39.8%). Rates of fatal AEs, severe hypoglycemia, acute pancreatitis, cholelithiasis, and cholecystitis were extremely low (≤ 1%) across all doses of tirzepatide. Conclusion: Tirzepatide is associated with a dose-dependent increase in incidence of GI AEs and AEs leading to drug discontinuation. Severe hypoglycemia, fatal AEs, acute pancreatitis, cholelithiasis, and cholecystitis are rare with this medication.

Liver Cirrhosis Increases the Risk of Developing Advanced Colon Polyps.

GOALS: To analyze our experience with adenoma detection rates in patients with liver cirrhosis in a community setting. BACKGROUND: Colorectal cancer (CRC) is the third most common cancer and leading cause of cancer death in men and women in the USA. The majority of CRCs arise from premalignant polyps (adenomas), which are typically detected and removed during colonoscopy. Data are limited on the risk of CRC in patients with various chronic liver diseases and the association between CRC and demographics, liver disease etiology and colonoscopy findings. STUDY RESULTS: A total of 351 colonoscopies were performed (2006 to 2019) in patients with liver cirrhosis. Mean age was 62.3 ± 9.4 years, there were 158 females and 193 males. Adenomas were found in 159 procedures (49.07%) and were more likely found in the right colon (76.73%) vs the left colon (18.87%). Left-sided adenoma occurrence was significantly lower in women (61% lower than men, p = 0.05). Neither indication for the procedure (p = 0.08) nor advancing age (p = 0.94) affected adenoma detection rates. No significant differences were observed in the findings of adenomas between different chronic liver diseases. CONCLUSIONS: Adenoma detection rates in patients with cirrhosis (49%) undergoing elective colonoscopy were higher than rates reported in the literature for LT candidates (22-42%) undergoing standardized screenings. Colonoscopy screenings should be expanded to all patients with cirrhosis, regardless of etiology.

Understanding and preference toward DOs and OMT before and after an osteopathic principles and practice fellow lecture series.

CONTEXT: One of the two major pathways to become a physician in the United States is the Doctor of Osteopathic Medicine (DO) degree. A major distinctive feature is often perceived as the addition of manual training in osteopathic manipulative treatment (OMT) in the DO education. However, the profession also has a distinct philosophy imbedded in the curriculum of all osteopathic medical schools. Many medical schools offer professional degrees with graduates who may choose to continue their education in medicine, such as the Master of Science in Biomedical Sciences (MSBS). At our institution, there is no formal exposure to the differences between osteopathic and allopathic medicine in the MSBS curriculum, and most of this understanding is gained through out-of-classroom conversations. During the SARS-CoV-2 pandemic, virtual learning prohibited the usual gathering and discourse that occurs when students are learning on campus. OBJECTIVES: The objective of this study is to create a curriculum in the form of a seminar series to assist premedical students in making an informed choice about which profession is the best fit for their own education and to gain an appreciation for osteopathic medicine. This appreciation could also aid in the future collaboration of premedical students with osteopathic providers, recommendations to patients, and potentially their own medical care. Questionnaires were utilized to determine if our osteopathic seminar series was effective at changing the preferences and understanding of MSBS students. We also sought to determine the effectiveness of virtual vs. in-person delivery of our curriculum. METHODS: A seminar series with pre-established objectives was developed and presented to MSBS students at an osteopathic institution during the Fall of 2020 and 2021. The 2020 seminar was delivered through a virtual conference platform, and the 2021 seminar was delivered in-person. An eight question pre-and postquestionnaire was given to participants to evaluate their preferences and understanding. Internal validity and differences between delivery formats were assessed. RESULTS: Both seminar series produced equally effective, significant changes in the preferences and perceptions of osteopathic medicine in both virtual and in-person delivery formats. Differences in pre-vs. post understanding across both seminar series were not consistently significant and were smaller than those observed in preferences and perceptions. Positive changes included an increased willingness to see a DO and to recommend a loved one see a DO as their personal physician. Preference changes between the in-person vs. virtual delivery platforms did not show significant differences; however, understanding did show some inconsistent differences. CONCLUSIONS: This study demonstrates the utility of a virtual or in-person seminar to improve the preferences and perceptions of the osteopathic profession in MSBS students. The seminar series was successful in its goal of offering formal exposure to the osteopathic profession. The improved preferences and perceptions will have potential substantial benefits to the field of osteopathic medicine in the future. Further research is warranted to determine the most effective way to increase understanding of the osteopathic profession.

Comorbidities, sociodemographic factors, and determinants of health on COVID-19 fatalities in the United States.

Previous studies have evaluated comorbidities and sociodemographic factors individually or by type but not comprehensively. This study aims to analyze the influence of a wide variety of factors in a single study to better understand the big picture of their effects on case-fatalities. This cross-sectional study used county-level comorbidities, social determinants of health such as income and race, measures of preventive healthcare, age, education level, average household size, population density, and political voting patterns were all evaluated on a national and regional basis. Analysis was performed through Generalized Additive Models and adjusted by the COVID-19 Community Vulnerability Index (CCVI). Effect estimates of COVID-19 fatality rates for risk factors such as comorbidities, sociodemographic factors and determinant of health. Factors associated with reducing COVID-19 fatality rates were mostly sociodemographic factors such as age, education and income, and preventive health measures. Obesity, minimal leisurely activity, binge drinking, and higher rates of individuals taking high blood pressure medication were associated with increased case fatality rate in a county. Political leaning influenced case case-fatality rates. Regional trends showed contrasting effects where larger household size was protective in the Midwest, yet harmful in Northeast. Notably, higher rates of respiratory comorbidities such as asthma and chronic obstructive pulmonary disease (COPD) diagnosis were associated with reduced case-fatality rates in the Northeast. Increased rates of chronic kidney disease (CKD) within counties were often the strongest predictor of increased case-fatality rates for several regions. Our findings highlight the importance of considering the full context when evaluating contributing factors to case-fatality rates. The spectrum of factors identified in this study must be analyzed in the context of one another and not in isolation.

Preventable Disease, the Case of Colorado: School District Demographics and Childhood Immunizations.

The objective of this study was to evaluate the impact of selected sociodemographic factors on childhood vaccination hesitancy and to define their role according to specific exemptions. This population-based cohort study utilized vaccination rate and sociodemographic data from 1st to 12th grade from 2017 to 2021 for all school districts in Colorado. Data included immunization status and exemptions for each vaccine, race, ethnicity, and free and reduced meal status. Data were evaluated through dimensional analysis and Generalized Linear Mixed Models. School districts with a higher representation of White students had lower immunization rates and use more personal exemptions while school districts with larger Hispanic populations and higher proportions of free and reduced lunches had higher vaccination rates and used more religious exemptions. Black and Pacific Islander populations had higher rates of incomplete vaccination records while Asian American population displayed increased vaccination compliance. Colorado is a robust example of how socioeconomic and cultural differences are important factors with a direct influence on vaccination rates. Future childhood vaccination campaigns and legislation should consider complex socioeconomic and cultural factors.

Revisiting the COVID-19 fatality rate and altitude association through a comprehensive analysis.

The emergence of COVID-19 virus has led to a pandemic with staggering morbidity and mortality. There is evidence showing that pre-existing conditions and environmental factors are associated with worse COVID-19 outcomes. Among these conditions, altitude is of particular interest. Altitude has been shown to influence the morbidity and mortality of multiple chronic pathologies such as cardiovascular disease, chronic obstructive pulmonary disease and lung cancer. COVID-19 fatality rate has been associated with as altitude as well, but findings are disputed. Therefore, we revisit this assessment with a comprehensive analysis of the relationship between COVID-19 fatality rates and altitude for the Mountain region of the United States while considering the effect of additional comorbidities and sociodemographic factors. A Generalized Additive Model (GAM) approach using one year of county data adjusted by population density was performed to evaluate associations within states and for the whole region. Our analysis revealed a consistent effect where COVID-19 case-fatality rate is decreased with higher altitude, even when controlling for pre-existing conditions and certain demographic variables. In summary, the work presented provides evidence that suggests that the protective effects of high altitude are likely to be influenced by physiologic factors but demographic trends that are associated with life at high altitude must also be considered.