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Nevin Manimala Statistics

Clerkship Grading, USMLE Step 1, and Student Distinction: A CERA Study

Fam Med. 2026 Apr;58(4):280-285. doi: 10.22454/FamMed.2026.317077.

ABSTRACT

BACKGROUND AND OBJECTIVES: The 2022 transition of USMLE Step 1 scoring to pass/fail altered a key metric used by programs to select students to interview for residency. This study explores family medicine clerkship directors’ (FMCDs’) perceptions of how students now distinguish themselves, particularly in relation to clerkship grading methodologies.

METHODS: Ten questions were included in the 2024 Council of Academic Family Medicine Educational Research Alliance survey, distributed to 173 FMCDs. Items investigated perceptions of student distinction, stress, and grading practices. Statistical analyses included descriptive statistics, Kruskal-Wallis tests, and Wilcox signed-rank tests.

RESULTS: Of the 83 respondents (48% response rate), 59% reported using pass/fail grading in the preclerkship phase, while only 22% used pass/fail grading in the clerkship phase. A majority (58%) indicated no changes to clerkship grading systems post-2022, though 20% had changed and 22% were considering changes, predominantly toward less-tiered methodologies. Regarding the impact of Step 1 changes on the students’ ability to distinguish themselves, 37% perceived harm, 14% benefit, and 48% neutrality. Despite this finding, 78% of FMCDs perceived that students were more stressed about distinguishing themselves. No significant associations were found between grading methodology and perceptions of distinction or stress.

CONCLUSIONS: FMCDs perceived increased student stress following the Step 1 pass/fail transition, yet largely believe that students still can distinguish themselves. Neither tiered nor pass/fail grading was viewed as a definitive solution. These findings underscore the need for standardized, competency-based assessment and clearer communication of distinguishing features in residency applications.

PMID:42284029 | DOI:10.22454/FamMed.2026.317077

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Nevin Manimala Statistics

Telehealth Usability, Engagement Patterns, and Technical Infrastructure in Managing Noncommunicable Diseases Among Health Care Professionals in Brazil, Ghana, Honduras, and the United Kingdom: Multinational Cross-Sectional Study

J Med Internet Res. 2026 Jun 12;28:e64070. doi: 10.2196/64070.

ABSTRACT

BACKGROUND: Noncommunicable diseases (NCDs) account for over 70% of global deaths, with hypertension and diabetes serving as major contributors. The COVID-19 pandemic disrupted traditional health care services for NCDs and highlighted telehealth as a crucial alternative. Telehealth-encompassing synchronous and asynchronous electronic communication to deliver clinical services remotely-can overcome geographical barriers and enhance patient engagement. However, telehealth usability among health care professionals (HCPs) remains under-studied across low-, middle-, and high-income countries.

OBJECTIVE: This study aimed to examine which telehealth engagement patterns, technical infrastructure factors, and user profiles were most strongly associated with usability among HCPs and to descriptively compare these across 4 diverse countries: Brazil (high- to middle-income country), Ghana (low- to middle-income country), Honduras (low- to middle-income country), and the United Kingdom (high-income country).

METHODS: A multinational cross-sectional survey was conducted with 290 HCPs across 4 countries. Participants completed the System Usability Scale and provided data on telehealth engagement (eg, frequency, duration, and number of systems used), technical infrastructure (connection stability and support satisfaction), and their user profile (demographics, job role, and training received). Descriptive statistics summarized these patterns and usability scores. Multiple linear regression with bootstrap-based sensitivity analyses identified factors associated with telehealth usability. Given the nonprobability design, no formal inferential comparisons were made between countries. Instead, observed patterns were reported descriptively.

RESULTS: Higher telehealth usability scores were associated with greater connection stability (b=5.06, 95% CI 3.06-7.05), higher satisfaction with online support information (b=5.02, 95% CI 3.27-6.75), more frequent use (b=3.05, 95% CI 1.36-4.73), longer duration of use (b=1.59, 95% CI 0.49-2.68), and being a physician by profession (b=3.82, 95% CI 0.23-7.40). Average usability scores were highest among users in Ghana (mean 79.75, SD 14.19) and the United Kingdom (mean 79.00, SD 14.71), followed by Brazil (mean 72.01, SD 14.62) and Honduras (mean 63.09, SD 15.57). According to System Usability Scale guidelines, scores corresponded to “good” usability for users in Ghana, the United Kingdom, and Brazil and were below the “good” threshold for users in Honduras. While most users in Ghana (97/111, 87.4%), Honduras (31/38, 81.6%), and Brazil (57/80, 70.4%) reported using only 1 telehealth system, two-thirds of UK users (40/60, 66.7%) reported using 2 or more systems. User profiles also varied; prepandemic use was highest in Ghana (84/111, 75.7%) and lowest in Honduras (7/38, 18.4%). Other engagement patterns across countries were reported.

CONCLUSIONS: Telehealth usability is driven by technical infrastructure reliability, a robust online support infrastructure, and an “experience effect” from frequent and long-term engagement. Descriptive differences in engagement patterns and infrastructure highlight the need for tailored strategies to address setting-specific challenges. These are essential to optimize telehealth integration and improve health care outcomes for patients with NCDs worldwide.

PMID:42284018 | DOI:10.2196/64070

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Does One Size Fit All with the Black Church?: Differences by Gender in Perceptions of Faith-Based Mental Health Services in the United States

J Relig Health. 2026 Jun 12. doi: 10.1007/s10943-026-02699-y. Online ahead of print.

ABSTRACT

Mental health disparities among Black adults remain a critical public health issue; however, few studies have examined gender differences in perceptions of faith-based mental health hub programs designed to reduce these disparities. Using an exploratory survey design, this study assessed gender differences in perceptions of service utilization, access, engagement, cultural humility, and satisfaction with a faith-based mental health hub programs. This program links, refers, and provides psychoeducation to adults with mental health needs through Community Health Workers. A descriptive analysis and a Mann-Whitney U-test (non-parametric test) were used. All program participants were invited to take part in the study, and we achieved a 65% response rate. Among Black respondents (N = 231), 79% were women, 52.1% were college-educated, and the majority were 46-55 years old (26.4%). Results revealed a statistically significant difference between men and women in access to services only (U = 3831.50, Z = -2.79, p = 0.005, r = 0.18). Women reported significantly higher access to services than men. In general, both groups reported high levels of satisfaction with services, perceived cultural humility, and strong engagement in and utilization of the program, with no significant differences noted. Findings underscore generally positive perceptions among Black adults regarding faith-based mental health hub programs. However, the underrepresentation and lower reported perceptions of men and emerging adults highlight an opportunity to expand outreach efforts. Further, the high proportion of participants with college degrees suggests that educational attainment does not eliminate barriers to care.

PMID:42284005 | DOI:10.1007/s10943-026-02699-y

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Nevin Manimala Statistics

Correction: Long-term frailty progression and mortality in hemodialysis: Impact of dialysis duration and baseline frailty in a nationwide Japanese cohort

Clin Exp Nephrol. 2026 Jun 12. doi: 10.1007/s10157-026-02896-9. Online ahead of print.

NO ABSTRACT

PMID:42283989 | DOI:10.1007/s10157-026-02896-9

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Nevin Manimala Statistics

Symptomatic radiation necrosis following intracranial brachytherapy: a systematic review and meta-analysis

J Neurooncol. 2026 Jun 12;178(2):61. doi: 10.1007/s11060-026-05661-w.

ABSTRACT

PURPOSE: To estimate the pooled incidence of symptomatic radiation necrosis (RN) following intracranial brachytherapy and explore associations between clinical and technical variables and RN risk.

METHODS: PubMed, Embase, Web of Science, and the Cochrane Library were searched from 1954 – 2024 in accordance with Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Eligible human studies reported symptomatic RN after intracranial brachytherapy. RN ascertainment was secondarily classified as clear, partial, or unclear based on reproducibility of diagnostic criteria. A random-effects generalized linear mixed model was used to pool incidence rates, with subgroup analyses by tumor type, implant technique, isotope, dose rate, and prior radiation. Study quality was assessed using National Institutes of Health tools.

RESULTS: Eighty-three studies encompassing 3,666 patients were included. The pooled incidence of symptomatic RN was 5.67% (95% CI: 3.84%-8.29%; I2 = 75.7%). RN ascertainment was clear in 25 studies, partial in 43, and unclear in 15. In sensitivity analyses, pooled symptomatic RN incidence was 8.71% among studies with clear RN definitions and 7.48% among studies with clear or partial definitions. Subgroup RN rates were 3.72% for low-grade gliomas, 8.44% for high-grade gliomas, 2.07% for brain metastases, and 8.98% for meningiomas. Isotope-specific rates were 5.83% for Iodine-125, 7.61% for Iridium-192, and 2.07% for Cesium-131. No statistically significant subgroup differences were observed.

CONCLUSIONS: Symptomatic RN occurs in approximately 5.7% of patients following intracranial brachytherapy, within the range reported for other focal radiation therapies. Subgroup findings were not statistically significant and should be interpreted in the context of clinical and methodological heterogeneity.

PMID:42283986 | DOI:10.1007/s11060-026-05661-w

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Burden of disease in anxiety disorders: trends, projections and relationship to human resources for health

Discov Ment Health. 2026 Jun 12;6(1):110. doi: 10.1007/s44192-026-00509-1.

ABSTRACT

BACKGROUND: Anxiety disorders are among the most prevalent mental disorders worldwide and impose a substantial burden on public health systems. This study aimed to comprehensively assess the global burden of anxiety disorders, examine long-term temporal trends, explore their associations with human resources for health (HRH), and project future disease burden.

METHODS: Data were obtained from the Global Burden of Disease (GBD) 2021 study. We first described the global burden of anxiety disorders in 2021 and its geographical distribution across countries and regions. We then analyzed temporal trends in incidence, prevalence, and disability-adjusted life years (DALYs) from 1990 to 2021. In addition, correlations between anxiety disorder burden and HRH were assessed. Finally, future trends from 2022 to 2050 were projected using multiple statistical models.

RESULTS: In 2021, anxiety disorders accounted for 53.91 million incident cases worldwide, with an age-standardized incidence rate of 678.25 per 100,000 population. The global number of prevalent cases reached 359.21 million, and the total number of DALYs was 42.51 million. China had the highest absolute number of cases, whereas Portugal had the highest age-standardized prevalence rate. Correlation analyses showed moderate associations between several HRH categories and the burden of anxiety disorders; traditional and complementary medicine practitioners were weakly negatively correlated with DALYs. Model-based projections suggest that the global burden of anxiety disorders may continue to increase over the next 25 years.

CONCLUSION: Anxiety disorders remain a major global public health challenge. These findings provide updated evidence on their epidemiological burden and may help inform health resource allocation and long-term mental health planning.

PMID:42283985 | DOI:10.1007/s44192-026-00509-1

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Nevin Manimala Statistics

Psychometric functions for temporal discrimination: Duration or log duration?

Behav Res Methods. 2026 Jun 12;58(7):195. doi: 10.3758/s13428-026-03075-0.

ABSTRACT

Duration discrimination data collected with single-presentation tasks (e.g., bisection or temporal generalization tasks) or dual-presentation tasks (e.g., greater-less or same-different tasks) are usually analyzed by fitting psychometric functions. The independent variable in these functions is test duration measured in seconds or milliseconds. In contrast, the independent variable is log stimulus magnitude in psychometric functions for discrimination in other sensory modalities, most often because of the applicability of Weber’s law. We report a study aimed at determining empirically whether duration discrimination data are best described by psychometric functions of duration or log duration. We first conducted a simulation study to identify the design (type of task, number of test durations, number of trials, etc.) with which the generating psychometric function (of duration or log duration) fit the data substantially better than the impostor function. Based on these results, we conducted an empirical study with the same-different task that adaptively administered 1,200 trials over 11 test durations around the standard duration. We collected 45 datasets and fitted both types of psychometric function in each case. By the loglikelihood-ratio statistic, psychometric functions of duration fitted the data better in only 7 of 45 cases (15.6%), in agreement with simulation results obtained when data were generated by psychometric functions of log duration. Analysis of data from 69 published papers (totaling 17,000+ psychometric functions) also indicated better fit of psychometric functions of log duration in the expected proportion given the typically small numbers of trials per function.

PMID:42283983 | DOI:10.3758/s13428-026-03075-0

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Perceived service quality scale for community pharmacies: tool translation of the short form and service quality exploration

Saudi Pharm J. 2026 Jun 12;34(3):36. doi: 10.1007/s44446-026-00095-x.

ABSTRACT

BACKGROUND AND AIM: In the community pharmacy sector the concept of service quality is important. Pharmacists working in these settings provide useful services that go beyond merely dispensing medications. This study aimed to translate the short Perceived Service Quality Scale (PSQS-SF) to Arabic and to use this scale to assess the determinants of service quality of community pharmacies in relation to competitively priced high quality service and loyalty intention.

METHODS: A pre-validated short Perceived Service Quality Scale (pSQS-A-SF) was translated from English to Arabic, validated and approved by the original authors. The scale consisted of six questions assessing pharmacy service quality, two questions evaluating the perception of price competitiveness, and three questions measuring loyalty intentions. All of the items were rated on a 5-point Likert scale. Community pharmacy users have been approached to answer the survey and descriptive statistics were reported.

RESULTS: The pSQS-SF was successfully translated and culturally adapted to Arabic context (pSQS-A-SF) with minor modifications. A total of 207 respondents completed the survey. Perceived service quality was rated highly across most items, whereas perceptions of price competitiveness were lower. In confirmatory factor analysis, the measurement model showed improved fit after minor modification (deletion of one service-quality item), with acceptable factor loadings and composite reliability, although average variance extracted was marginal. Service quality was strongly correlated with loyalty intentions. In the structural model, higher perceived service quality predicted greater patronage loyalty (β=0.26, p=0.023) and prescription loyalty (β=0.41, p=0.002), while price competitiveness did not significantly predict loyalty outcomes; private health insurance showed a small positive association with patronage loyalty (β=0.156, p=0.022).

CONCLUSION: The Arabic version of the perceived service quality short-form demonstrates preliminary evidence of construct validity and reliability and can support evaluation of patient experience in Saudi community pharmacies. Perceived service quality-rather than price competitiveness-was linked with self-reported patronage loyalty in this sample. Further research should strengthen validation (including discriminant validity and broader sampling) and assess performance across settings and subgroups.

PMID:42283965 | DOI:10.1007/s44446-026-00095-x

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Thyroid eye disease in paediatric Graves’ disease: a case series from the Gulf region with comparison to adults

Int Ophthalmol. 2026 Jun 12;46(1):262. doi: 10.1007/s10792-026-04128-1.

ABSTRACT

PURPOSE: To characterize the demographic characteristics, clinical features, and severity of thyroid eye disease (TED) in paediatric patients with Graves’ disease for comparison with an adult cohort in the Kingdom of Bahrain.

METHODS: Paediatric patients (≤ 18 years) with Graves’ disease were screened for TED in Bahrain between October and December 2025. Paediatric endocrinologists across government, military, university, and private sectors participated. Patients were identified from physician-provided lists and verified using diagnostic codes and medical records from four nationwide centres. Comprehensive ophthalmic and orbital examinations were performed, and patients were classified into TED and non-TED groups. TED was diagnosed using the Bartley criteria and graded according to the European Group on Graves’ Orbitopathy (EUGOGO) classification. Findings were compared with an adult Graves’ disease cohort (> 18 years) from the same population referred between September 2023 and December 2025.

RESULTS: Among 22 paediatric patients with Graves’ disease (median age 14 years, interquartile range [IQR] 10-16 years; female-to-male ratio 4:1), 11 (50%) were diagnosed with TED. No statistically significant differences were observed between patients with and without TED regarding demographic characteristics, smoking exposure, Graves’ disease duration, family history of autoimmune thyroid disease, or hyperthyroidism treatment. However, parental consanguinity was significantly more common among patients with TED. Among paediatric TED patients, 54.5% had bilateral disease and 81.8% had mild TED. None had sight-threatening disease or diplopia. All patients were symptomatic, most commonly with periorbital bulging or swelling (81.8%). Lid retraction (72.7%) and proptosis (63.6%) were the most frequent objective findings, whereas extraocular motility restriction was uncommon (18.2%). Compared with adults (n = 81), mild disease was more frequent in paediatric patients (81.8% vs 48.1%; P = 0.04), whereas lid lag was more common in adults (64.2% vs 18.2%; P = 0.01).

CONCLUSION: This study provides the first regional data on paediatric TED in the Gulf region, demonstrating that TED is common among children with Graves’ disease and is predominantly mild in severity. Eyelid involvement and proptosis were the most frequent manifestations. Parental consanguinity was more common among children with TED, suggesting a possible genetic contribution. These findings emphasize the importance of routine ophthalmic screening in paediatric Graves’ disease and highlight age-related differences in clinical presentation.

PMID:42283964 | DOI:10.1007/s10792-026-04128-1

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Nevin Manimala Statistics

Indirect Treatment Comparison of Tezepelumab Versus Other Biologics in Severe Chronic Rhinosinusitis with Nasal Polyps: A Systematic Literature Review and Network Meta-analysis

Adv Ther. 2026 Jun 12. doi: 10.1007/s12325-026-03655-8. Online ahead of print.

ABSTRACT

INTRODUCTION: This study compared the efficacy of tezepelumab with other approved biologics and endoscopic sinus surgery (ESS) using indirect treatment comparisons (ITCs) in adults with severe, uncontrolled chronic rhinosinusitis with nasal polyps (CRSwNP).

METHODS: Randomized controlled trials (RCTs) identified via a systematic literature review (SLR) were synthesized in a network meta-analysis (NMA). Outcomes included change from baseline in nasal polyp score (NPS), nasal congestion/obstruction score (NCS/NOS), difficulty with sense of smell (DSS), Sino-Nasal Outcome Test-22 (SNOT-22) score, Lund Mackay score (LMS), time to nasal polyposis (NP) surgery decision, proportions requiring NP surgery or systemic corticosteroids (SCS), time to SCS use, and the University of Pennsylvania Smell Identification Test (UPSIT). Mean differences, hazard ratios, and odds ratios with 95% credible intervals were estimated for available treatments at 52 weeks. Not all endpoints were reported across trials; comparisons were conducted only where both treatments reported the outcome.

RESULTS: At 52 weeks, tezepelumab showed comparable efficacy to dupilumab across all evaluated endpoints, apart from the proportion of patients requiring surgery, where tezepelumab was associated with a lower surgery rate than dupilumab. Tezepelumab consistently outperformed mepolizumab, depemokimab, and placebo. In analyses of < 30-week endpoints, tezepelumab outperformed omalizumab for all outcomes except SNOT-22, where no difference was observed. Sensitivity analyses including ESS showed benefits for tezepelumab across endpoints except for NPS, for which ESS ranked highest.

CONCLUSION: Tezepelumab achieved similar efficacy to dupilumab across all evaluated endpoints with the exception of the proportion of patients requiring surgery, where tezepelumab demonstrated a numerically greater reduction compared with dupilumab. Results consistently favoured tezepelumab and dupilumab over depemokimab, mepolizumab, and omalizumab.

PMID:42283959 | DOI:10.1007/s12325-026-03655-8