Yoxas/statistical_literacy huggingface dataset:
Compared to traditional teaching laboratory activities, course-based undergraduate research experiences (CUREs) can increase student engagement and confidence, improve scientific literacy, enhance critical thinking, and promote accessibility in STEM. Here we describe a versatile CURE for an upper-level Neurobiology course that incorporates genetic, molecular, cellular, and behavioral experiments into a semester-long investigation to identify genes important for glutamate synapse formation or function in C. elegans. Following introduction to the CURE approach and basic C. elegans techniques, students construct their own low-cost optogenetics rigs, which we describe in detail here, to activate a mechanosensory escape reflex via photostimulation. They then perform a small-scale RNAi screen with this light-activated behavioral readout. Once a gene of interest is identified, students submit a proposal to investigate the role of this gene in nervous system function and spend the rest of the semester carrying out follow-up experiments using mutant strains. We also describe ways in which this CURE can be modified depending on the pedagogical objectives, availability of materials, or research interests of the instructor. Participating in this lab significantly enhanced students' abilities to see themselves as STEM professionals and prompted students to report substantial gains in skills critical for entry into and success in graduate and medical schools. In addition to the benefits CUREs provide to students, faculty benefit from the generation of preliminary data and training of students for potential independent research projects.
Comparing the effect of serious game and problem-based learning on nursing students' knowledge and clinical decision-making skill regarding the application of transfusion medicine in pediatric nursing. In this quasi-experimental study, 76 undergraduate nursing students were enrolled through a convenience sampling method, and were allocated to one of the three groups of serious game, problem-based learning, and control through the block randomization method. Data were collected using a valid and reliable 3-part researcher-made tool, completed before and two weeks after the intervention. Statistical analysis was performed using paired t-test, analysis of covariance, and Bonferroni post hoc test. A significance level of <0.05 was considered. After the intervention, mean scores of both knowledge and clinical decision-making skill increased significantly in both intervention groups (p < 0.05). Mean post-test scores of both knowledge and clinical decision-making skill in the serious game group, and only clinical decision-making skill in the problem-based learning group were significantly higher than the control group (p < 0.05). However, no significant difference was observed regarding mean post-test scores of both knowledge and clinical decision-making skill between the intervention groups (p > 0.05). Both serious game and problem-based learning are proven to be effective in improving nursing students' knowledge and clinical decision-making skill regarding the application of transfusion medicine in pediatric nursing. Since learning now occurs beyond classrooms and the new generation of students spend most of their time in virtual places, utilizing technology-based teaching methods like serious games can benefit both educators and students by providing continuous education, saving their time and expenses, etc.
Compassionate care is the main indicator of the quality regarding nursing care. The importance of this care in the recovery process for the elderly hospitalized for COVID-19 has been under-researched in studies. Therefore, this study aimed to determine the compassionate care level of nurses to the elderly hospitalized in the COVID-19 wards of teaching hospitals in the south of Iran. This descriptive-analytical study was conducted on 212 nurses working in the COVID-19 wards of teaching hospitals in the south of Iran, who were selected through census in a cross-sectional study. The data were collected using the Tehranineshat et al. nurses' compassionate care questionnaire and then the data were analyzed using descriptive and analytical statistics along with SPSS software version 22. The mean score of nurses' compassionate care was 130.18 ± 9.42, which was at a high level. The highest and lowest scores were related to professional performance (43.17 ± 2.799) and empathic communication dimension (27.76 ± 2.970). No significant relationship was found between variables such as gender, marital status, education, work experience, and job position with the compassionate care score (P > 0.05). Nurses providing care for hospitalized elderly are recommended to consider all aspects of compassionate care, especially empathic communication, in their educational planning.
Competencies are the knowledge, skills, and abilities needed to operate and perform successfully in the workplace. Due to the evolving nature of health informatics, it is important continuously examine and refine competencies in this field. In this study, we administered a questionnaire to Canadian employers (N = 29) of health informatics cooperative education (co-op) students to garner their feedback on competencies within a New Health Informatics Professional Competencies Framework. Overall, the findings supported this new framework. An average of ratings within each of the four competency categories revealed that participants perceived Management Science to be the most important, followed by Information & Computer Science, then Health Science and finally Data Science. Further, at least 20 (69 %) respondents rated nine of the 12 competencies as important. Of the 12 competencies, Biological and Clinical Science was rated the lowest. Findings from this study can potentially be used to inform curricula, career progression, and hiring practices in health informatics. Future work includes refining the questionnaire to assess the competencies more comprehensively and potentially exploring the importance of more transferable skills or general competencies (e.g., communication, problem-solving). Additionally, we want to survey a broader sample of health informatics professionals and integrate recent national and international work on health informatics competencies. Future work is also recommended towards the development of a maturity model for competencies of more experienced health informatics professionals.
Competencies related to the evaluation of own cognitive processes, called metacognitive monitoring, are crucial as they help decide whether to persist in or desist from cognitive efforts. One of the most well-known phenomena in this context-the Dunning-Kruger effect-is that less skilled people tend to overestimate their performance. This effect has been reported for various kinds of performance including creativity. More recently, however, it has been suggested that this phenomenon could be a statistical artifact caused by the better-than-average effect and by regression toward the mean. Therefore, we examined the Dunning-Kruger effect in the context of creative thinking performance (i.e., divergent thinking ability) across two studies (Study 1: N = 425; Study 2: N = 317) and applied the classical quartile-based analysis as well as newly recommended, advanced statistical approaches: the Glejser test of heteroscedasticity and nonlinear quadratic regression. We found that the results indeed depended on the employed statistical method: While classical analyses supported the Dunning-Kruger effect across all conditions, it was not consistently supported by the more advanced statistical methods. These findings are in line with recent work challenging certain assumptions of the Dunning-Kruger effect and we discuss factors that undermine accurate self-assessments, especially in the context of creative performance.
Competency based medical education is being adopted around the world. Accreditation plays a vital role as an enabler in the adoption and implementation of competency based medical education, but little has been published about how the design of an accreditation system facilitates this transformation. The Canadian postgraduate medical education environment has recently transitioned to an outcomes-based accreditation system in parallel with the adoption of competency based medical education. Using the Canadian example, we characterize four features of an accreditation system that can facilitate the implementation of competency based medical education: theoretical underpinning, quality focus, accreditation standards, and accreditation processes. Alignment of the underlying educational theories within the accreditation system and educational paradigm drives change in a consistent and desired direction. An accreditation system that prioritizes quality improvement over quality assurance promotes educational system development and progressive change. Accreditation standards that achieve the difficult balance of being sufficiently detailed yet flexible foster a high fidelity of implementation without stifling innovation. Finally, accreditation processes that recognize the change process, encourage program development, and are not overly punitive all enable the implementation of competency based medical education. We also discuss the ways in which accreditation can simultaneously hinder the implementation of this approach. As education bodies adopt competency based medical education, particular attention should be paid to the role that accreditation plays in successful implementation.
Competency-based education (CBE) is an emerging topic within physical therapy (PT). It has emerged to assure all stakeholders that physical therapist education program graduates are proficient in the requisite knowledge, skills, and behaviors (KSBs) essential for entry-level practice. Competencies have existed within cardiovascular and pulmonary (CVP) PT since 1980, updated in 2008, and most recently updated in 2022. This article discusses how individuals should apply the 2022 CVP competencies to clinical practice and education. The 2022 CVP competencies were developed using a modified mixed-method Delphi approach. These competencies set a level of proficiency for KSBs used within entry-level CVP PT practice following the patient-client management model. The position put forward in this article describes how and why multiple stakeholder groups should apply these entry-level competencies specifically for graduates of physical therapist education programs who are entering practice (entry level). The competencies provide a more detailed description of expected proficiency for entry-level CVP PT practice than currently available documents. These competencies may form the basis for developing entrustable professional activities (EPAs). The establishment of entry-level competencies is essential for use by multiple stakeholders to inform physical therapist curriculum, provide clinical instructors with a reference for expected levels of proficiency during final student clinical experiences, guide content on the Federation of State Boards of PT national licensure examination, and prepare employers to provide needed continued professional development, based on the clinical environment. These competencies lend themselves to the future development of EPAs in the PT profession for CVP PT.
Competency-based medical education (CBME) offers perceived advantages and benefits for postgraduate medical education (PGME) and the training of competent physicians. The purpose of our study was to gain insights from those involved in implementing CBME in two residency programs to inform ongoing implementation practices. We conducted a qualitative descriptive study to explore the perspectives of multiple stakeholders involved in the implementation of CBME in two residency programs (the first cohort) to launch the Royal College's Competence by Design model at one Canadian university. Semi-structured interviews were conducted with 17 participants across six stakeholder groups including residents, department chairs, program directors, faculty, medical educators, and program administrators. Data collection and analysis were iterative and reflexive to enhance the authenticity of the results. The participants' perspectives organized around three key themes including: a) contextualizing curriculum and assessment practices with educational goals of CBME, b) coordinating new administrative requirements to support implementation, and c) adaptability toward a competency-based program structure, each with sub-themes. By eliciting the perspectives of different stakeholder groups who experienced the implementation processes, we developed a common understanding regarding facilitators and challenges for program directors, program administrators and educational leaders across PGME. Results from our study contribute to the scholarly conversation regarding the key aspects related to CBME implementation and serve to inform its ongoing development and application in various educational contexts.
Competing risk analysis is a powerful assessment for cancer risk factors and covariates. This method can better elucidate insurance status and other social determinants of health covariates in oral cavity cancer treatment, survival, and disparities. Retrospective cohort study using the Surveillance, Epidemiology, and End Results (SEER) database. Data regarding patient characteristics, clinical stage at diagnosis, treatment, and survival data for 20,271 patients diagnosed with oral cavity cancer was extracted from the SEER 18 Regs Research Data including Hurricane Katrina Impacted Louisiana Cases from 1973 to 2014. All statistical analyses were performed using SAS 9.5 (SAS Institute Inc., Cary, NC). The Fine-Gray method for assessing impact, risk, and covariates was employed. Medicaid patients presented with later stage disease, larger tumor size, more distant metastases, and more lymph node involvement at diagnosis compared to insured patients. Medicaid patients were less likely to receive cancer-directed surgery. Medicaid status was also associated with worse cancer-specific survival (subhazard ratios 1.87, 95% confidence interval 1.72-2.04, P < .0001) after adjustment for all covariates. This is the first study examining specifically how Medicaid status and social determinants of health covariates impact oral cavity cancer treatment and outcomes and is the first using methods validated for complex covariates. Patients with Medicaid present with more extensive oral cavity disease burden are less likely to receive definitive therapy and have significantly worse overall survival than those with other forms of insurance. This better identifies disparities and the need for improving health literacy, specifically for the at-risk Medicaid population, and can guide clinicians. NA Laryngoscope, 130:2160-2165, 2020.
Competing theories have been proposed to explain the considerable overlap in social-cognitive features and risk factors across schizotypy and autism spectrum conditions (ASCs). Six previous factor analyses have been reported in the literature, yet all have major limitations; evidence for the clear superiority of any of the competing theories is insufficient and warrants further investigation. The primary aim of the present research was to identify dimensions that cut across schizotypy and ASCs while addressing limitations of past research. Data were collected from three independent samples (n = 1006, 544, and 2469) in the U.S. and China using the Autism-Spectrum Quotient, the Schizotypal Personality Questionnaire, and the Wisconsin Schizotypy Scales. Exploratory factor analyses in Sample 1 identified an interpretable three-factor structure, which was replicated in Samples 2 and 3 using confirmatory factor analyses. We found consistent evidence for three dimensions (Aberrant Salience, Asociality, and Concrete Thinking) underlying schizotypy and ASCs. This three-dimension model is consistent with a common vulnerability model of schizotypy and ASCs. Implications of these findings for the schizotypy and ASCs literature are discussed.
Complementary and alternative medicine (CAM) is a common practice among patients, who experience functional gastrointestinal disorders (FGID). Among the Saudi population, less is known about CAM use for FGID. Therefore, this study aimed to determine the prevalence of CAM utilization for FGID amongst the Saudi population and determine the types of CAM used for treatment. A cross-sectional study was carried out in Riyadh, Saudi Arabia during February 2023 through social media platforms using questionnaires adopted from the literature. There were three sections in the questionnaire including demographic information, questions to determine the prevalence of CAM use for FGID, the types of FGID, and the types of CAM utilization, and questions on the sources of information about CAM. Multivariable logistic regression was applied to find factors associated with CAM use. All statistical analyses were performed using SPSS version 26. A total of 828 people participated in this study. The overall prevalence of CAM use for FGID problems was 87.2 %. There were no significant differences in CAM use for FGID problems between men (87.5 %) and women (86.3 %) (P = 0.727). The most commonly used types of CAM for FGID were ginger (73.4 %), chamomile (66.6 %), mint (61.6 %), turmeric (59.0 %), anise (55.5 %), fennel (43.1 %), and Activia yogurt©️ (42.7 %). The most common FGID disorders for utilizing CAM were IBS (29.9 %), followed by constipation (29.8 %), dyspepsia (22.7 %), and bloating (17.0 %). In the multivariable regression, age, gender and employment status did not have an impact on the odds of using CAM. The subjects who had high school, university, and postgraduate education had significant odds ratios of CAM use (OR = 2.73; 95 % CI: 1.22-6.13), (OR = 4.18; 95 % CI: 2.03-8.58), and (OR = 20.85; 95 % CI: 5.51-78.80), respectively, compared to subjects who did not complete high school. Participants who had private insurance had a significant odds ratio (OR = 0.27; 95 % CI: 0.14-0.55) compared to governmental insurance. The use of CAM among the Saudi population is alarmingly high; however, the lack of standardized medical recommendations and treatment options may be the cause. Although there were no significant gender differences, participants with higher educational levels and private insurance coverage were more likely to use CAM for FGID. Patients suffering from FGID and limited access to medical advice and treatment options are vulnerable to being exposed to dubious and incredible information sources. Expanding access to preventative medical services, funding governmental medical websites to provide credible information, educating healthcare professionals about FGID, and conducting more research in safe and effective treatments for FGID is recommended.
Complementary and Alternative Medicines (CAMs) constitute products and practices not considered allopathic medicine. CAM use is high in children, but little is known about factors that may influence parents using CAM with their child. This study aimed to determine the variables associated with CAM use in children with a prospective study among children and their parents attending a tertiary care hospital in New Zealand (NZ). Outcomes included current CAM use, parental opinions on CAM, parental health literacy and child well-being. This study was completed by 130 parents (85% female), and the mean child age was 6.7 years. CAM use was reported for 59 (45%) children, the most common being oral supplements and body manipulation. Children were more likely to use CAM if their parent had higher health literacy (p = 0.001), and if they had previously attended the emergency department within 12 months (p = 0.03). There was no association between child well-being and CAM use. Parental opinion of using CAM only if a doctor recommended it was associated with CAM use for their child (p = 0.01). Only 40% of parents disclosed their child's CAM use to the medical team. This study highlights that parental health literacy influences the use of CAM for children in NZ, providing insight for translational research to improve CAM safety and disclosure rates in NZ.
Complex and often unobservable STEM constructs and processes are represented using a variety of representations, including iconic gestures in which the body is configured or moved to resemble a referent's spatial properties or actions. Earlier researchers have suggested links between gesturing and expertise, leading some to recommend instructional gestures. Earlier research, however, has been largely correlational; furthermore, some gestures may be made with misleading positions or movements. Using the illustrative topic of strike in structural geology, we investigated the existence and impact of inaccurate instructional gestures. In Study 1, we examined videotapes of participants who had been asked to explain strikes to another person. We observed inaccurate (non-horizontal) strike gestures not only among novices (first introduced to strike during the study itself, n = 68) but also among participants who had greater expertise in geology (n = 21). In Study 2, we randomly assigned novices (N = 167) to watch video lessons in which the instructor accompanied verbal explanations of strikes with accurate, inaccurate, or no iconic gestures and tested students' learning on a strike-mapping task. Students with low spatial-perception skills showed no impact of their gestural condition on performance. Students with high spatial-perception skills showed no advantage from accurate gestures but performed significantly worse in the inaccurate-gesture condition. Findings suggest that recommendations to use gestures during instruction should include professional development programs that reduce the occurrence of inaccurate gestures.
Complex environmental, social, and individual factors contribute to unintentional childhood injury events. Understanding context-specific antecedents and caregiver attributions of childhood injury events can inform the development of locally-targeted interventions to reduce injury risk in rural Uganda. Fifty-six Ugandan caregivers were recruited through primary schools and completed qualitative interviews regarding 86 unintentional childhood injury events. Descriptive statistics summarized injury characteristics, child location and activity, and supervision at time of injury. Qualitative analyses informed by grounded theory identified caregiver attributions of injury causes and caregiver actions to reduce injury risk. Cuts, falls, and burns were the most common injuries reported. At the time of injury, the most common child activities were farming and playing and the most common child locations were the farm and kitchen. Most children were unsupervised. In cases where supervision was provided, the supervisor was typically distracted. Caregivers most often attributed injuries to child risk-taking but also identified social, environmental, and chance factors. Caregivers most often made efforts to reduce injury risk by teaching children safety rules, but also reported efforts to improve supervision, remove hazards, and implement environmental safeguards. Unintentional childhood injuries have a significant impact on injured children and their families, and caregivers are motivated to reduce child injury risk. Caregivers frequently perceive child decision-making a primary factor in injury events and respond by teaching children safety rules. Rural communities in Uganda and elsewhere may face unique hazards associated with agricultural labor, contributing to a high risk of cuts. Interventions to support caregiver efforts to reduce child injury risk are warranted.