Yoxas/statistical_literacy huggingface dataset:
AbstractPurpose: to characterize ethics course content, structure, resources, pedagogic methods, and opinions among academic administrators and course directors at U.S. medical schools. An online questionnaire addressed to academic deans and ethics course directors identified by medical school websites was emailed to 157 Association of American Medical Colleges member medical schools in two successive waves in early 2022. Descriptive statistics were utilized to summarize responses. Representatives from 61 (39%) schools responded. Thirty-two (52%) respondents were course directors; 26 (43%) were deans of academic affairs, medical education, or curriculum; and 3 with other roles also completed the survey (5%). All 61 schools reported some form of formal ethics education during the first year of medical school, with most (n = 54, 89%) reporting a formal mandatory introductory course during preclinical education. Schools primarily utilized lecture and small-group teaching methods. Knowledge-based examinations, attendance, and participation were most commonly used for assessment. A large majority regarded ethics as equally or more important than other foundational courses, but fewer (n = 37, 60%) provided faculty training for teaching ethics. Despite a response rate of 39 percent, the authors conclude that medical schools include ethics in their curricula in small-group and lecture formats with heterogeneity regarding content taught. Preclinical curricular redesigns must innovate and implement best practices for ensuring sound delivery of ethics content in future curricula. Additional large-scale research is necessary to determine said best practices.
Academic achievement (AA) is an important issue not only during the school period since it is a strong predictor of long-term professional and social success. Physical fitness (PF) components are associated with AA, and previous studies were conducted with relatively small samples, lack of statistical power, and the conclusions are based on simple correlational analyses. The objective of this study was to analyze the association between PF (single and clustered) with AA in a large and representative sample of high school students. Cross-sectional design study conducted with 911 students, aged 13-15 years (38.52% boys) enrolled in the first year of high school. Cardiorespiratory fitness (20-m shuttle run test), muscular strength (dynamometer), and body composition (skinfolds) were measured. PF components were clustered (Z-cardiorespiratory fitness + Z-muscular strength - Z-body fatness). AA was analyzed through standard math tests. Hierarchical linear regression analysis was applied to verify the independent contribution of each single component and PF's cluster on AA. Age, screen time, maternal education, race, and type of residence were used as covariates. Among boys, cardiorespiratory fitness was negatively associated with AA (β = -0.137; P = .041), while strength was positively associated with AA (β = 0.188; P = .004). There was no association between clustered PF indicators and AA (β = 0.064; P = .297). There was a negative association between age and AA in girls (β = -0.151; P = .003) and in boys (β = -0.128; P = .045). These results support current literature, indicating an association between PF's component, namely muscular strength and AA (mathematics) in adolescents, even when controlled for several covariates.
Academic family medicine (FM) physicians aim to balance competing needs of providing clinical care with nonclinical duties of program administration, formal education, and scholarly activity. FM residency is unique in its scope of practice, clinical settings, and training priorities, which may differ between university-based and community-based programs. In both types of programs, these competing needs are a source of faculty dissatisfaction and burnout. We performed this study to explore the allocation of nonclinical administrative full-time equivalents (FTE) for FM residency core faculty members. Reported nonclinical administrative FTE time allocation is equivalent between university/medical school-based and community-based programs. The ideal proportion of FTE distribution identified by DCs had greater amounts of direct clinical care compared to greater emphasis on precepting time identified by PDs. DCs and PDs agreed that administrative time should be used for advising residents, curriculum development and delivery, and evaluation of resident performance. Barriers to allocating additional administrative time for DCs included loss of revenue and pressure by hospital-level leadership. PDs responded that the need for clinical supervision of residents was most significant. We performed our research through a cross-sectional survey of FM department chairs (DC) and residency program directors (PD) conducted by the Council of Academic Family Medicine Educational Research Alliance. We used descriptive statistics to characterize the data and Pearson's χ2 tests to evaluate bivariate relationships. DCs and PDs offer a similar ideal picture of core responsibilities, though subtle differences remain. These differences should be considered for the next revision of the Accreditation Council for Graduate Medical Education minimum program standards to best meet the needs of all FM programs.
Academic inquiry is foundational to the advancement of medicine and resident training and must be demonstrated to the Accreditation Council for Graduate Medical Education. Past attempts at increasing publication rates have failed to identify educational best practice models. Our aim was to increase resident publication rates via culture and value changes that are universally implementable, affordable, effective, and sustainable. In 2018, a multifaceted initiative was implemented to shift departmental values and foster a culture of academic productivity. This culture change stressed the value of scientific publication through frequent, consistent messaging from department leaders. In addition, residents were provided the freedom to choose their scholarly activities. In this retrospective cohort innovation, resident authors were identified for 4 academic years before and after the intervention and publication rates were determined (2014-2018 vs 2018-2022). Resident authors and publications per resident per year were compared using descriptive statistics and Student t test. The pre- and postintervention groups included 38 and 37 residents, respectively. Resident-authored publications increased from 7 preintervention to 24 postintervention, representing 343% of baseline. Mean ± SD publications per resident per year similarly increased 357% from 0.183 ± 0.16 to 0.654 ± 0.11 postintervention. Unpaired t test analysis demonstrated a significant difference in total publications per year (P = .002) and authorship rate (P = .003). A multifaceted academic initiative resulted in a threefold increase in resident publication rates. This initiative demonstrates that local advocacy by leaders, freedom of choice for authors, and supportive departmental culture are driving factors in publication rates.
Academic leaders all over the world are encouraging the use of active methodologies in teaching, especially in higher education. The reason for this is that social changes are happening at an ever-increasing rate, and they require students and teachers to develop digital skills. This is especially significant for health sciences degrees, in which future graduates must have effective problem-solving skills. To respond to this challenge, the use of a project-based learning (PBL) methodology, together with various monitoring techniques based on the use of Educational Data Mining (EDM) and mixed methods, will provide teachers with information about the effectiveness of the methodology and guide the implementation of personalized educational responses. This study provides a protocol for the application of the PBL methodology in e-Learning and blended-Learning (b-Learning) teaching modalities for health sciences students studying occupational therapy in higher education. In addition, statistical techniques for the analysis of covariance and unsupervised learning allow differences to be detected between the two teaching modalities, thus specifying their effectiveness in terms of a range of variables related to behavioral patterns, performance, and satisfaction. Data visualization also helps in understanding the qualitative aspects of the learning process. These data will help teachers to produce more effective proposals for the implementation of the PBL methodology based on the based on the context of the teaching-learning process. Therefore, this protocol offers many resources and materials to help teachers implement the PBL methodology in e-Learning and b-Learning teaching methods.
Academic motivation is most important as a key determinant of competent and motivated nurses who are often considered as frontline healthcare providers who devote most of their time taking care of clients and patients. However, most of them demonstrate remarkable differences in their academic performances during their schooling that might be due to the differences in their academic motivation and achievement motivation. There appears a growing concern to rethink the approaches on how nurses are prepared, explore, and test novel approaches for delivering the nursing curricula. This study tested the effect of Problem Based Facilitatory Teaching pedagogy on academic motivation among nursing students in Tanzania, higher learning institutions. A pre-post-test controlled quasi-experimental study of 401 purposively selected participants was conducted between February and June 2018. The study was not a clinical randomized controlled trial and thus it has not been identified in the title and no summary of trial design, its methods, results, and conclusion. The Auditing Inventory developed by the researcher measured the intervention and a Questionnaire titled "Academic Motivation Scale," was adopted to measure academic motivation. Statistical Product for Service Solutions software program version 23 was used to perform descriptive analysis to establish participants' sociodemographic profiles. Regression analysis was performed to determine the association between variables. Findings revealed that 65.8% of participants were males. Post-test findings showed 70.3% of participants demonstrated the motive to learn contrary to 34.9% at baseline. The odds of an intervention to influence academic motivation among participants was higher than the control (AOR = 1.720; p < 0.05; 95%CI: 1.122, 2.635). However, the intervention demonstrated little influence on the extrinsic motivation to learn (AOR = 0.676, p > 0.05, 95%CI: 0.405, 1.129) and Amotivation to learn (AOR = 0.538, p > 0.05; 95%CI: 0.283, 1.022) compared to the control. The Problem Based Facilitatory Teaching pedagogy was a predictive factor to intrinsic academic motivation among nursing students. The approach demonstrated educational potentials to change the spectrum of nursing competency and quality of care to patients or clients. This study suggests problem-based facilitatory teaching pedagogy be integrated into the nursing curriculum in Tanzania as it is feasible.
Academic performance in primary students is fundamental to future school success; however, simultaneous analysis of different key individual, family, and teaching factors must be considered to improve understanding and benefit the development of students' potential. This article presents a latent regression analysis model that examines the relationship between the latent variables (self-efficacy, interest in reading, bullying, parental expectations, and discrimination/exclusion, and teacher violence/aggression) and the academic performance of first-cycle primary students. The model investigates the impact of the latent variables on the standardized endogenous variables of SIMCE Mathematics and Language test scores using a quantitative, non-experimental, correlational, and cross-sectional design. The study involved 70,778 students (53.4% female), with an average age of 9.5 years (SD = 0.6), from Chilean public (33.6%) and subsidized (66.4%) schools. The results indicate that the model accounted for 49.8% and 47.7% of the mean variability in SIMCE Mathematics and Language test scores, respectively. The goodness-of-fit indices demonstrated satisfactory fits for both models. In both tests, student self-efficacy emerged as the most significant factor explaining test score variability, followed by parental expectations. Bullying was identified as a relevant factor in reducing mean performance on both tests. The findings suggest that education decision makers should address these issues to improve student outcomes.
Academic procrastination has become an increasing concern in the educational sector. Prior studies identified various correlations among academic procrastination, time attitude and self-control. Nevertheless, few studies have examined the past time attitude and the mechanism underlying those relationships, and the existing studies have been implemented during regular school time. To fill those gaps, the present study includes all three dimensions of time attitude (past-oriented, present-oriented and future-oriented in both positive and negative perspectives), and proposes self-control as a mediator between academic procrastination and time attitude. The study was carried out during an extraordinary winter holiday in China, with final exams waiting at the end of the holiday. A total of 323 middle school students in China (178 girls and 145 boys, 12-19 years old) completed an online survey with questions on their academic procrastination, time attitude and self-control. The collected data were analyzed using IBM SPSS Statistics 25 and Hayes SPSS macro PROCESS (Model 4). The results showed that academic procrastination was negatively associated with all three positive time attitudes and positively correlated with the present negative time attitude. Moreover, self-control significantly mediates the relationship between academic procrastination and all three positive time attitudes. Based on these findings, self-control could be the underlying mechanism in the relationship between academic procrastination and time attitude. This study broadens the scope of relevant empirical research to the past time attitude, and determines the mechanism that underlies the association between academic procrastination and time attitude under a novel context. Further implications for teaching regulation and intervention are discussed.
Academic publishing is a cornerstone of scholarly communications, yet is unfortunately open to abuse, having given rise to 'predatory publishers'- groups that employ aggressive marketing tactics, are deficient in methods and ethics, and bypass peer review. Preventing these predatory publishers from infiltrating scholarly activity is of high importance, and students must be trained in this area to increase awareness and reduce use. The scope of this issue in the context of medical students remains unknown, and therefore this sought to examine the breadth of the current literature base. A rapid scoping review was undertaken, adhering to adapted PRISMA guidelines. Six databases (ASSIA, EBSCO, Ovid, PubMed, Scopus, Web of Science) were systematically searched for content related to predatory publishing and medical students. Results were single-screened, facilitated by online reviewing software. Resultant data were narratively described, with common themes identified. After searching and screening, five studies were included, representing a total of 1338 students. Two predominant themes- understanding, and utilisation- of predatory publishers was identified. These themes revealed that medical students were broadly unaware of the issue of predatory publishing, and that a small number have already, or would consider, using their services. There remains a lack of understanding of the threat that predatory publishers pose amongst medical students. Future research and education in this domain will be required to focus on informing medical students on the issue, and the implication of engaging with predatory publishers.
Academic social contexts and educational beliefs may influence teaching practices and teaching intentions. Insight into such beliefs represents an important source of information for medical schools to improve the quality of teaching and to guide content of faculty development programs. The aim of this study was to explore beliefs about teaching among prospective clinical teachers at a newly established medical school in Southern Switzerland and to estimate the relationship between these beliefs and intention to commit to teaching in the newly established medical curriculum using Fishbein's integrative model of behaviour prediction. We targeted a purposive sample of physicians working in hospital departments potentially involved in the clinical immersion of medical students enrolled in the program. We designed a cross-sectional quantitative study using an online questionnaire. The questionnaire included both items developed by the authors and items belonging to a previously validated questionnaire. Participants showed a high intention to commit to teaching in the newly established curriculum. We found that self-efficacy beliefs and two sets of behavioural beliefs, namely perceived importance and expectations, had a positive correlation with the intention to commit. On the other hand, we pointed out a number of normative beliefs that in the long run could hinder the maintenance of this commitment, which should be addressed both at the levels of both faculty development and institutional policy rules. Our study also highlights the importance of reinforcing teachers' perceived self-efficacy in providing clinical supervision, strengthening their perceived importance of the clinical supervision, and incentivising the commitment of teachers by ensuring they have protected time to devote to this activity.
Accelerated medical school curricula, such as three-year programs, have gained attention in recent years but studies evaluating their impact are still scarce. This study examines the Fully Integrated Readiness for Service Training (FIRST) program, a three-year accelerated pathway, to assess its impact on students' academic performance preparedness for residency. In this observational study, we compared the academic outcomes of FIRST program students to traditional four-year curriculum students from 2018 to 2023. We analyzed multiple metrics, including exam performance (United States Medical Licensing Examination Step scores, shelf exam scores, and pre-clinical course scores) and clinical performance scores during the application and individualization phases. Analysis of Variance was used to examine the effect of accelerated pathway program experience relative to traditional 4-year medical school curriculum on the learning outcomes. FIRST program students were on average 1.5 years younger upon graduation than their traditional peers. While FIRST program students scored slightly lower on Step 2 Clinical Knowledge (CK), they exhibited no significant differences in other exam scores or clinical performance relative to the traditional students. Notably, FIRST students achieved equivalent clinical performance ratings during critical clerkships and rotations. Our findings suggest that a three-year medical school curriculum can effectively prepare students for residency and produce graduates with comparable medical knowledge and clinical skills, offering potential benefits in terms of financial relief and personal well-being for medical students.
Accelerated orthodontic teeth movement are procedures carried out to increase the rate of tooth movement thereby reducing treatment time. There are numerous techniques currently available to accelerate orthodontic treatment time, but evidence is still needed to determine the degree to which orthodontists accept and practice accelerated orthodontics. The present study is aimed at assessing the knowledge of Orthodontists on the practice of accelerated orthodontics; as well as their willingness to adopt it as a treatment option for their patients. Ethical approval was obtained before the commencement of the study. The study population comprised all orthodontists practicing in Nigeria. Questionnaires were administered physically to the orthodontists at their annual general meeting. E-mails were further used to distribute the questionnaire to the orthodontists who were absent from the annual meeting. The questionnaire obtained information on respondents' biodata, knowledge, attitude, and practice of accelerated orthodontic treatment procedures.Statistical analysis was performed using IBM SPSS software version 27. The level of significance was 0.05 for all statistical analysis. The study participants comprised 60 respondents, with a mean age of 34.18 years and a male-to-female ratio of 1.3:1. A Majority of them were satisfied with treatment time/duration (61.7%), they had a good knowledge of accelerated orthodontics (83.3%) with piezocision (75%) and micro-osteoperforation (63.3%) being the most popular. All orthodontists were interested in accelerated orthodontics, if it offered up to 30% reduction in treatment time. Major limitations to the practice included unavailability of technique materials (50%), insufficient knowledge (41.7%) and cost (35%). Most orthodontists did not routinely practice accelerated orthodontics despite adequate knowledge. They were willing to offer accelerated orthodontic treatment (AOT) if patients were willing to pay an additional fee. The less invasive methods were more accepted.
access to COVID-19 related information is fundamental to making accurate decisions and performing evidence-based actions aimed to control its spread and improve health. This study assessed pattern and perceived benefits of COVID-19 related information in Nigeria. a descriptive cross-sectional survey was carried out among adult Nigerian residents aged 18-years and above in the geopolitical zones using multistage sampling strategy. Questionnaire developed by World Health Organization (WHO) was adapted and pretested. Descriptive statistics were carried on the data and presented in frequencies, percentages, mean and standard deviation. Inferential statistics (Chi-square) was used to test differences between some categorical variables. Data obtained were analysed using statistical package for the social sciences (SPSS) software version 22. from responses, 498 (47.9%) of participants highly desired information on COVID-19, while 311 (29.9%) frequently sought COVID-19 information. Majority 647 (62.3%) were interested in getting information on treatment protocols/home remedies for COVID-19 prevention. Also, 934 (89.9%) found information on COVID-19 beneficial. A significant difference existed between male and female respondents regarding government guidelines on public interaction (p=0.026) and home remedies to prevent COVID-19 infection (p=0.013). Consistently, more urban residents than rural sought information on majority of the COVID-19 related information. information on COVID-19 is highly sought by Nigerian residents and such should be widely disseminated regularly through authentic and verified social media channels. Nigerians are highly desirous of information on treatment protocols and home remedies to prevent COVID-19. Adequate provision of accurate and timely information by authorities through trusted sources will improve health literacy and help curb the spread of COVID-19.