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Nevin Manimala Statistics

Teaching LGBTQ+ Health, a Web-Based Faculty Development Course: Program Evaluation Study Using the RE-AIM Framework

JMIR Med Educ. 2023 Jul 21;9:e47777. doi: 10.2196/47777.

ABSTRACT

BACKGROUND: Many health professions faculty members lack training on fundamental lesbian, gay, bisexual, transgender, and queer (LGBTQ+) health topics. Faculty development is needed to address knowledge gaps, improve teaching, and prepare students to competently care for the growing LGBTQ+ population.

OBJECTIVE: We conducted a program evaluation of the massive open online course Teaching LGBTQ+ Health: A Faculty Development Course for Health Professions Educators from the Stanford School of Medicine. Our goal was to understand participant demographics, impact, and ongoing maintenance needs to inform decisions about updating the course.

METHODS: We evaluated the course for the period from March 27, 2021, to February 24, 2023, guided by the RE-AIM (Reach, Effectiveness, Adoption, Implementation, and Maintenance) framework. We assessed impact using participation numbers, evidence of learning, and likelihood of practice change. Data included participant demographics, performance on a pre- and postcourse quiz, open-text entries throughout the course, continuing medical education (CME) credits awarded, and CME course evaluations. We analyzed demographics using descriptive statistics and pre- and postcourse quiz scores using a paired 2-tailed t test. We conducted a qualitative thematic analysis of open-text responses to prompts within the course and CME evaluation questions.

RESULTS: Results were reported using the 5 framework domains. Regarding Reach, 1782 learners participated in the course, and 1516 (85.07%) accessed it through a main course website. Of the different types of participants, most were physicians (423/1516, 27.9%) and from outside the sponsoring institution and target audience (1452/1516, 95.78%). Regarding Effectiveness, the median change in test scores for the 38.1% (679/1782) of participants who completed both the pre- and postcourse tests was 3 out of 10 points, or a 30% improvement (P<.001). Themes identified from CME evaluations included LGBTQ+ health as a distinct domain, inclusivity in practices, and teaching LGBTQ+ health strategies. A minority of participants (237/1782, 13.3%) earned CME credits. Regarding Adoption, themes identified among responses to prompts in the course included LGBTQ+ health concepts and instructional strategies. Most participants strongly agreed with numerous positive statements about the course content, presentation, and likelihood of practice change. Regarding Implementation, the course cost US $57,000 to build and was intramurally funded through grants and subsidies. The course faculty spent an estimated 600 hours on the project, and educational technologists spent another 712 hours. Regarding Maintenance, much of the course is evergreen, and ongoing oversight and quality assurance require minimal faculty time. New content will likely include modules on transgender health and gender-affirming care.

CONCLUSIONS: Teaching LGBTQ+ Health improved participants’ knowledge of fundamental queer health topics. Overall participation has been modest to date. Most participants indicated an intention to change clinical or teaching practices. Maintenance costs are minimal. The web-based course will continue to be offered, and new content will likely be added.

PMID:37477962 | DOI:10.2196/47777

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The Digital Divide in Brazil and Barriers to Telehealth and Equal Digital Health Care: Analysis of Internet Access Using Publicly Available Data

J Med Internet Res. 2023 Jul 21;25:e42483. doi: 10.2196/42483.

ABSTRACT

BACKGROUND: The COVID-19 pandemic has increased the use of digital solutions in medical care, especially for patients in remote areas and those requiring regular medical care. However, internet access is essential for the implementation of digital health care. The digital divide is the unequal distribution of access to digital technology, and the first level digital divide encompasses structural barriers. Brazil, a country with economic inequality and uneven population distribution, faces challenges in achieving internet access for all.

OBJECTIVE: This study aims to provide a comprehensive overview of the first-level digital divide in Brazil, estimate the relationship between variables, and identify the challenges and opportunities for digital health care implementation.

METHODS: Data were retrieved from the Brazilian Institute of Geography and Statistics National Continuous House survey database, including demographic, health, and internet-related variables. Statistical analysis included 2-tailed t tests, chi-square, and multivariate logistic regression to assess associations between variables.

RESULTS: Our analysis included 279,382 interviews throughout Brazil. The sample included more houses from the northeast (n=99,553) and fewer houses from the central west (n=30,804). A total of 223,386 (80.13%) of the interviewed population used the internet, with urban areas having higher internet access (187,671/212,109, 88.48%) than rural areas (35,715/67,077, 53.24%). Among the internet users, those interviewed who lived in urban houses, were women, were younger, and had higher income had a statistically higher prevalence (P<.001). Cell phones were the most common device used to access the internet (141,874/143,836, 98.63%). Reasons for not using the internet included lack of interest, knowledge, availability, and cost, with regional variations. The prevalence of internet access also varied among races, with 84,747 of 98,968 (85.63%) White respondents having access, compared to 22,234 of 28,272 (78.64%) Black respondents, 113,518 of 148,191 (76.6%) multiracial respondents, and 2887 of 3755 (76.88%) other respondents. In the southeast, central west, and south regions, the numbers of people with internet access were 49,790 of 56,298 (88.44%), 27,209 of 30,782 (88.39%), and 27,035 of 31,226 (86.58%), respectively, and in the north and northeast, 45,038 of 61,404 (73.35%) and 74,314 of 99,476 (74.7%). The income of internet users was twice the income of internet nonusers. Among those with diabetes-related limitations in daily activities, 945 of 2377 (39.75%) did not have internet access, and among those with daily activity restrictions, 1381 of 3644 (37.89%) did not have access. In a multivariate logistic regression analysis, women (odds ratio [OR] 1.147, 95% CI 0.118-0.156; P<.001), urban households (OR 6.743, 95% CI 1.888-1.929; P<.001), and those earning more than the minimum wage (OR 2.087, 95% CI 0.716-0.756; P<.01) had a positive association with internet access.

CONCLUSIONS: Brazil’s diverse regions have different demographic distributions, house characteristics, and internet access levels, requiring targeted measures to address the first-level digital divide in rural areas and reduce inequalities in digital health solutions. Older people, poor, and rural populations face the greatest challenges in the first level digital divide in Brazil, highlighting the need to tackle the digital divide in order to promote equitable access to digital health care.

PMID:37477958 | DOI:10.2196/42483

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Nevin Manimala Statistics

The Impact of a Gamified Mobile Mental Health App (eQuoo) on Resilience and Mental Health in a Student Population: Large-Scale Randomized Controlled Trial

JMIR Ment Health. 2023 Jul 21;10:e47285. doi: 10.2196/47285.

ABSTRACT

BACKGROUND: With many digital mental health interventions failing to engage clients for enough time to demonstrate substantive changes to their well-being and with only 2% of all digital solutions on app stores having undergone randomized controlled trials, the rising demand for mental health prevention and early intervention care is not being met. Young adults in particular struggle to find digital well-being apps that suit their needs.

OBJECTIVE: This study explored the effects of eQuoo, an evidence-based mental health game that teaches psychological skills through gamification, on resilience, depression, anxiety, and attrition in a student population.

METHODS: In total, 1165 students from 180 universities in the United Kingdom participated in a 5-week, 3-armed randomized controlled trial. Participants were randomly allocated into 1 of 3 groups: eQuoo users, users of a treatment-as-usual evidence-based cognitive behavioral health app called Sanvello, and a no-intervention waitlist. The Rugged Resilience Scale, Generalized Anxiety Disorder-7, and Patient Health Questionnaire-8 were administered to all participants at baseline and every 7 days until completion.

RESULTS: A repeated measures-ANOVA revealed statistically significant increases in resilience scores in the test group (P<.001) compared with both control groups (Sanvello: P=.10 and waitlist: P=.82) over 5 weeks. The app also significantly decreased anxiety and depression scores (both P<.001). With 64.5% (251/389) adherence, the eQuoo group retained 42% more participants than the control groups.

CONCLUSIONS: Digital health interventions such as eQuoo are effective, scalable, and low-cost solutions for supporting young adults and are available on all leading mobile platforms. Further investigation could clarify the extent to which specific elements of the eQuoo app (including gamification) led to better outcomes.

TRIAL REGISTRATION: German Clinical Trials Register (DRKS) DRKS00027638; https://drks.de/search/en/trial/DRKS00027638.

PMID:37477955 | DOI:10.2196/47285

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Feasibility of Three-Dimensional Artificial Intelligence Algorithm Integration with Intracardiac Echocardiography for Left Atrial Imaging During Atrial Fibrillation Catheter Ablation

Europace. 2023 Jul 21:euad211. doi: 10.1093/europace/euad211. Online ahead of print.

ABSTRACT

BACKGROUND AND AIMS: Intracardiac echocardiography (ICE) is a useful but operator-dependent tool for left atrial (LA) anatomical rendering during atrial fibrillation (AF) ablation. The CARTOSOUND FAM Module, a new deep learning (DL) imaging algorithm, has the potential to overcome this limitation. This study aims to evaluate feasibility of the algorithm compared to cardiac computed tomography (CT) in patients undergoing AF ablation.

METHODS: In 28 patients undergoing AF ablation, baseline patient information were recorded and 3D shells of LA body and anatomical structures (LAA/LSPV/LIPV/RSPV/RIPV) were reconstructed using the DL algorithm. The selected ultrasound frames were gated to end-expiration and max LA volume. Ostial diameters of these structures and carina-to-carina distance between left and right pulmonary veins were measured and compared with CT measurements. Anatomical accuracy of the DL algorithm was evaluated by three independent electrophysiologists using a 3-anchor scale for LA anatomical structures and a 5-anchor scale for LA body. Ablation related characteristics were summarized.

RESULTS: The algorithm generated 3D reconstruction of LA anatomies and 2D contours overlaid on ultrasound input frames. Average calculation time for LA reconstruction was 65s. Mean ostial diameters and carina-to-carina distance were all comparable to CT without statistical significance. Ostial diameters and carina-to-carina distance also showed moderate to high correlation (r=0.52-0.75) except for RIPV (r=0.20). Qualitative ratings showed good agreement without between-rater differences. Average procedure time was 143.7±43.7min, with average RF time 31.6±10.2min. All patients achieved ablation success and no immediate complications were observed.

CONCLUSION: DL algorithm integration with ICE demonstrated considerable accuracy compared to CT and qualitative physician assessment. The feasibility of ICE with this algorithm can potentially further streamline AF ablation workflow.

PMID:37477946 | DOI:10.1093/europace/euad211

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Association Between Cervical Cancer Screening Guidelines and Preterm Delivery Among Females Aged 18 to 24 Years

JAMA Health Forum. 2023 Jul 7;4(7):e231974. doi: 10.1001/jamahealthforum.2023.1974.

ABSTRACT

IMPORTANCE: Cervical cancer screening is associated with reduced cervical cancer mortality; however, clinical trials have also shown an association between excisional procedures for cervical neoplasia and an increased risk of preterm delivery (PTD). National screening guidelines must weigh adverse effects on birth outcomes against benefits of cancer prevention.

OBJECTIVE: To ascertain the population-level association between the number of guideline-recommended cervical cancer screenings and downstream PTD risk among females aged 18 to 24 years.

DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional study used a difference-in-differences approach based on variation in the recommended number of cervical cancer screenings (over time and across individuals giving birth at different ages) to estimate the association between the cumulative recommended number of screenings (by the time of childbirth) and PTD risk. National Vital Statistics System data from females aged 18 to 24 years who had a singleton, nulliparous birth in the US between 1996 and 2018 were used. Regression models were adjusted for maternal educational level, race and ethnicity, comorbidities, marital status, and prenatal care visits. Data were analyzed between June 2020 and March 2023.

EXPOSURE: A constructed variable capturing the cumulative number of guideline-recommended cervical cancer screenings for an individual based on their age and year of childbirth.

MAIN OUTCOMES AND MEASURES: Binary indicators for PTD and very preterm delivery (VPTD), defined as delivery before 37 and 34 weeks’ gestational age, respectively, and gestational age was measured in weeks from the first day of the last menstrual period.

RESULTS: Among 11 333 151 females aged 18 to 24 years who gave birth between 1996 and 2018, 2 069 713 were Black (18.3%), 2 601 225 were Hispanic (23.0%), 6 068 498 were White (53.5%) individuals, and 593 715 (5.2%) were individuals of other race or ethnicity (Alaska Native; American Indian; Asian; Pacific Islander; multiracial; or unknown or missing race or ethnicity). Mean (SD) age was 20.9 (1.9) years, and 766 001 individuals (6.8%) had hypertension or diabetes. The mean (SD) number of guideline-recommended screenings by time of childbirth was 2.4 (2.2). Overall, PTD and VPTD occurred in 1 140 490 individuals (10.1%) and 333 040 (2.9%) of births, respectively. One additional recommended screening was associated with a 0.073 (95% CI, 0.026-0.120) percentage-point increase in PTD risk but no statistically significant change in VPTD risk. Females with hypertension or diabetes had a higher increase in PTD risk than those without these comorbidities (0.26 [95% CI, 0.11-0.4] vs 0.06 [95% CI, 0.01-0.10] percentage points; Wald test P < .001).

CONCLUSIONS AND RELEVANCE: Findings of this cross-sectional study suggest that additional recommended cervical cancer screenings before birth were associated with an increased risk of PTD. These results can be used in future simulation models integrating oncological trade-offs to help ascertain optimal screening strategies.

PMID:37477927 | DOI:10.1001/jamahealthforum.2023.1974

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The Effect of Surgical Approach on Clinical Outcomes in 535 Patients with Remnant Gastric Cancer

J Laparoendosc Adv Surg Tech A. 2023 Jul 21. doi: 10.1089/lap.2023.0164. Online ahead of print.

ABSTRACT

Purpose: This study aimed to evaluate the effect of laparoscopic gastrectomy (LG) and open gastrectomy (OG) on clinical outcomes in patients with remnant gastric cancer (RGC). Materials and Methods: The databases of PubMed, EMBASE, and Cochrane Library were used to search for eligible studies from inception to April 1st, 2023. Hazard ratios (HRs), mean difference (MD), odds ratios (OR), and 95% confidence intervals (CIs) were pooled up to analyze. The Newcastle-Ottawa Scale (NOS) scores were used to evaluate the quality of the included studies. This study was performed with RevMan 5.3 (The Cochrane Collaboration, London, United Kingdom) software. Results: A total of 11 studies involving 535 RGC patients were included in this study. In terms of basic information, we found that the OG group had a higher American Society of Anesthesiologists (ASA) grade (≥2) (OR = 0.24, I2 = 54%, 95% CI = 0.08-0.71, P = .01) than the LG group. In terms of postoperative outcomes, we found that the LG group had longer operative time (MD = 33.95, I2 = 58%, 95% CI = 15.05-52.85, P < .01), shorter postoperative hospital stay (MD = 5.08, I2 = 84%, 95% CI = -9.74 to -0.42, P = .03), shorter length of incision (MD = -7.15, I2 = 94%, 95% CI = -10.99 to -3.31, P < .01), earlier food intake (MD = -3.09, I2 = 76%, 95% CI = -4.84 to -1.35, P < .01), and earlier time to first flatus (MD = -0.84, I2 = 0%, 95% CI = -1.09 to -0.59, P < .01). We found that there was no statistically significant difference in overall survival (HR = 0.96, I2 = 0%, 95% CI = 0.48-1.93, P = .92) between the LG group and the OG group. Conclusion: LG for RGC patients had longer surgical time, shorter postoperative hospital stay, shorter length of incision, earlier food intake, and earlier time to first flatus.

PMID:37477897 | DOI:10.1089/lap.2023.0164

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Pancreatitis-Associated Medication Use in Hospitalized Pediatric and Young Adult Patients With Acute Pancreatitis

J Pediatr Gastroenterol Nutr. 2023 Aug 1;77(2):260-266. doi: 10.1097/MPG.0000000000003829. Epub 2023 May 12.

ABSTRACT

OBJECTIVE: The objective of this study is (1) to describe the prevalence of pancreatitis-associated medication (PAM) use at admission and discharge in pediatric and young adult patients hospitalized with acute pancreatitis (AP) and (2) to describe the prevalence of PAM use at admission in patients classified as having idiopathic AP.

STUDY DESIGN: A single-center retrospective study of patients <21 years who were hospitalized with AP or acute recurrent pancreatitis from March 2015 to July 2017 was performed. Charts were reviewed for demographic data, etiology of pancreatitis, comorbidities, and use of PAMs at admission and discharge. PAMs were defined and scored based on an evidence-based classification system, with class I PAMs having strongest evidence for causation. Standard descriptive statistics were used to report prevalence data.

RESULTS: Our cohort was comprised of 119 patients; 50% of patients were using a PAM at admission and 67% were taking a PAM at discharge, reflecting a significant change (P = 0.0009); 44% of patients classified as having idiopathic pancreatitis were taking a PAM on admission, reflecting a possibly missed role of medication in their presentation. Comorbidities significantly associated with PAM use included seizure disorder (P = 0.005) and oncologic disease (P = 0.005). The most commonly used class I PAMs were omeprazole, trimethoprim-sulfamethazole, valproic acid, and 6-mercaptopurine. The increase in prevalence of PAM use at discharge compared to admission was partially driven by addition of omeprazole to the outpatient medication regimen during the hospital stay (P = 0.07).

CONCLUSION: Medications likely play an under-recognized role in pediatric AP. The practice of using proton pump inhibitors in management of AP warrants further study.

PMID:37477886 | DOI:10.1097/MPG.0000000000003829

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Autistic Traits and Cyberbullying Involvement Mediated by Psychopathologies and School Functions in a Nationally Representative Child Sample

Cyberpsychol Behav Soc Netw. 2023 Jul 21. doi: 10.1089/cyber.2022.0309. Online ahead of print.

ABSTRACT

Cyberbullying has become an international concern among youth with autistic traits in the digital age. It draws the attention of professionals in mental health and education due to its potentially severe psychosocial and academic impacts. However, there is limited knowledge about the mediators for these associations. This study investigated whether school dysfunction and comorbid psychopathologies mediated the link between autistic traits and cyberbullying. We used a nationally representative sample of 9,483 students (9-14 years of age). The instruments included the Social Responsiveness Scale for autistic traits; the Cyberbullying Experiences Questionnaire for cyberbullying victimization and perpetration; the Swanson, Nolan, and Pelham, version IV for inattention, hyperactivity/impulsivity, and oppositional behaviors; the Child Behavior Checklist for anxiety/depression; and the Social Adjustment Inventory for Children and Adolescents for impaired school functions. Multiple mediation models were used for statistical analyses. The results showed that the 1-year prevalence rates of pure victims, pure perpetrators, and bully-victims of cyberbullying were 7.9 percent, 2.4 percent, and 5.7 percent, respectively. Cyberbullying victimization and perpetration were positively associated with autistic traits, school dysfunction, and comorbid psychopathologies. The associations between autistic traits and cyberbullying victims and bully-victims were significantly mediated by school dysfunction and hyperactivity/impulsivity (only for bully-victims), independent of sex and age. Our results suggest that early identification and intervention of these difficulties may mitigate the risks of cyberbullying. ClinicalTrials.gov ID: NCT02707848.

PMID:37477877 | DOI:10.1089/cyber.2022.0309

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A Systematic Review of the Bidirectional Association Between Consumption of Ultra-processed Food and Sleep Parameters Among Adults

Curr Obes Rep. 2023 Jul 21. doi: 10.1007/s13679-023-00512-5. Online ahead of print.

ABSTRACT

PURPOSE OF REVIEW: We summarized research on the bidirectional association between intake of ultra-processed food (UPF) and sleep.

RECENT FINDINGS: Sleep contributes to cardiometabolic health in part via food intake patterns. Restricting sleep increases intakes of high-carbohydrate/high-fat foods, a profile representative of UPF. This systematic review covers the association of UPF intake, as an exposure or an outcome, and sleep. UPF was defined as NOVA Group 4. MEDLINE and EMBASE were searched through April 2023 for epidemiological studies with general-population adult samples. Fifteen studies met the inclusion criteria; all were cross-sectional, published between 2016 and 2023, with samples from Brazil (n = 8), Spain (n = 2), Italy (n = 1), the UK (n = 1), Paraguay (n = 1), Iran (n = 1) and China (n = 1). Thirteen studies examined UPF intake as the exposure whereas two tested UPF intake as the outcome. UPF intakes were determined using food frequency questionnaires (73%) or 24-h recalls (27%). Two studies assessed sleep via accelerometry; the remaining studies relied on self-reports of sleep quality, duration, anxiety-induced insomnia, and napping, with 60% using a single question. The average methodological quality across the studies was deemed “fair”. Six of the 13 studies that examined UPF consumption as the exposure revealed inverse associations with sleep outcomes in adjusted (n = 5) or bivariate (n = 1) analyses. Both studies addressing UPF consumption as the outcome and sleep as the exposure showed significant inverse associations. Evidence for UPF-sleep associations is accumulating, although sleep assessment limitations are apparent. This review can provide impetus for research using comprehensive and validated sleep measures and nudge policymakers towards refining dietary guidelines worldwide.

PMID:37477854 | DOI:10.1007/s13679-023-00512-5

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The efficacy of a visiting surgical service versus that of a hospital-based surgical service in providing endoscopic endonasal surgery to remove nonfunctioning pituitary adenomas in rural communities

Pituitary. 2023 Jul 21. doi: 10.1007/s11102-023-01338-z. Online ahead of print.

ABSTRACT

PURPOSE: To satisfy the increasing demand for endoscopic endonasal approach (EEA) to treat pituitary tumors, especially in rural areas, the “mobile EEA” system, a visiting surgical service, has been established We report this unique system for maintaining community healthcare and evaluate the surgical results of mobile EEA.

METHODS: A retrospectively acquired database of 225 consecutive cases of EEA at Shinshu University Hospital (i.e., “home EEA”) and its affiliated hospitals (i.e., “away EEA”) between May 2018 and May 2022 was reviewed. A total of 105 consecutive patients who fulfilled the criterion of a diagnosis of new-onset nonfunctioning pituitary adenoma (PA) were included. Clinical characteristics and postoperative clinical outcomes were statistically compared between the home EEA and away EEA groups to assess the presence of a home advantage and/or an away disadvantage.

RESULTS: Patients were stratified into two cohorts: patients treated at our hospital (home EEA: n = 41 [39.0%]) and those treated in the visiting surgical service at an affiliated hospital (away EEA: n = 64 [61.0%]). Postoperative clinical outcomes, such as the extent of tumor resection (p = 0.39), operation time (p = 0.80), visual function (p = 0.54), and occurrence of surgical complications (p = 0.53), were comparable between the groups. There were no visiting surgical service-related adverse events or accidents caused by physicians’ driving to away hospitals.

CONCLUSION: Pituitary surgeries performed via the mobile EEA system for nonfunctioning PAs may help maintain local community healthcare. Furthermore, this system can also contribute to the efficient training of surgeons by the same experienced pituitary surgeon using the same protocol.

PMID:37477852 | DOI:10.1007/s11102-023-01338-z