Yoxas/statistical_literacy huggingface dataset:
Currently, teaching and learning in higher institutions is moving away from traditional didactic lecture-based learning towards student-centered learning. The objectives of this study were to implement a team debate as a method of teaching and learning about pharmacy regulatory issues, and evaluate students' perceptions of a team debate. This was a pre-and post-study with a validated 11-item online questionnaire. Data were summarized using descriptive statistics (frequencies, means, standard deviations, and percentages), while paired sample t-test was used to compare pre- and post-study mean scores of the survey items. P values < .05 were taken to be statistically significant. One hundred and forty-two students enrolled in a mandatory "Pharmacy Regulation and Control" course at a Nigerian University during the 2020 academic year participated in the study. The average age of the participants was 25.56 ± 2.96 years (Range = 20-38 years), and the majority were males (n = 99, 69.7%). All the questionnaire items and the total score improved significantly (P < .05) after the group debate exercise. The study shows that team debate was well received by the participants and demonstrates that incorporation of team-based debate into a didactic style course improved student's self-perceived learning. Thus, it is recommended that pharmacy educators in Nigeria should consider incorporating team debate to complement didactic teaching to enhance learning.
Currently, the biggest issue facing the entire world is mental health. According to the Ethiopian Ministry of Health, nearly one-fourth of the community is experiencing any of the mental illness categories. Most of the cases were treated in religious and traditional institutions, which the community most liked to be treated. However, there were very limited studies conducted to show the level of mental health literacy among traditional healers. The study aimed to assess the level of mental health literacy and its associated factors among traditional healers toward mental illness found in Northeast, Ethiopia from September 1-30/2022. A mixed approach cross-sectional study design was carried out on September 130, 2022, using simple random sampling with a total sample of 343. Pretested, structured questionnaires and face-to-face interviews were utilized for data collection. The level of Mental Health Literacy (MHL) was assessed using the 35 mental health literacy (35-MHLQ) scale. The semi-structured checklist was used for the in-depth interview and the FGD for the qualitative part. Data was entered using Epi-data version 4.6 and, then exported to SPSS version 26 for analysis. The association between outcome and independent variables was analyzed with bivariate and multivariable linear regression. P-values < 0.05 were considered statistically significant. Thematic analysis was used to analyze the qualitative data, and the findings were then referenced with the findings of the quantitative data. The findings of this study showed that the sample of traditional healers found in Dessie City scored a total mean of mental health literacy of 91.81 ± 10:53. Age (β = -0.215, 95% CI (-0.233, -0.05), p = 0.003, informal educational status (β = -5.378, 95% CI (-6.505, -0.350), p = 0.029, presence of relative with a mental disorder (β = 6.030, 95% CI (0.073, 7.428),p = 0.046, getting information on mental illness (β = 6.565, 95% CI (3.432, 8.680), p = <0.001, and mental health training (β = 4.889, 95% CI (0.379, 6.455), p = 0.028 were variables significantly associated with mental health literacy. Traditional healers provide a variety of explanations for the causes of mental illness, including biological, psychological, and supernatural ones. The mean score of the Mental Health Literacy Scale (MHLS) is lower among traditional healers compared with other studies. Age, informal educational status, family history of mental illness, getting information on mental illness, and mental health training were significantly associated with mental health literacy. Therefore, different works to improve the levels of mental health literacy among traditional healers are essential.
Currently, the Brain-Based Instructional approach has become an alternative instructional method in the schooling system of different countries of the world. This study explored the current situation of natural science and engineering instructors' knowledge and practices of brain-based instruction in Ethiopian higher education institutions. A descriptive survey research design with concurrent mixed methods was employed. Data collection tools were developed based on the twelve principles of brain-based learning theory and confirmed their validity and reliability. Survey questions were used to gather quantitative data from 512 randomly selected instructors. Qualitative data were collected through interviews with 14 purposely selected instructors. Classroom observation was also conducted to triangulate data obtained through interviews and survey questions. Quantitative data were analyzed using descriptive statistics, whereas qualitative data were analyzed thematically. The findings of this study depict that most natural science and engineering instructors have good knowledge of brain-based instruction but not transferable knowledge and skills. There is a clear gap between instructors' knowledge and classroom practice of brain-based instruction. Thus, to improve instructional practices, higher education institutions need to work strongly to narrow the existing variation. Implications and further recommendations are also suggested.
Currently, the dental education system in Saudi Arabia is gender segregated. It is important to find out whether teaching methods must be altered to improve the learning experience for both genders throughout their years of study. This study aims to investigate the preferred learning styles for males and females studying dentistry at Taibah University, Madinah, Saudi Arabia and the effect of academic level on the learning style preference. A cross-sectional survey composed of the visual, aural, read/write, kinesthetic (VARK) questionnaire was distributed to 228 undergraduate dental students at Taibah University through emails during September/October 2020. Student learning styles were presented using descriptive statistics. Learning preferences between genders and academic years were compared using independent proportional t-test and Chi-square test. A total of 168 dental students completed the questionnaire. Both genders displayed a higher percentage of a unimodal learning preference (60% males, 50% females) with 41% of males preferring the kinesthetic learning style, followed by the aural (26%) then the visual (20%), and lastly read/write learning style (12.6%). Female students preferred the kinesthetic learning style (42%), followed by the visual (27%) then the aural (20%), and lastly read/write learning style (11%). All students throughout the 6 academic years preferred the unimodal learning approach with the kinesthetic style favored. The quadmodal was preferred mostly by interns. Both male and female students studying dentistry at Taibah University had a unimodal learning preference. Quadmodal learning was popular among interns. Both genders preferred the kinesthetic learning style, followed by the aural for males and visual for females. Teaching methods must be tailored to suit the learning style of each gender to promote motivation and thriving for a successful outcome.
Currently, there has been a progressive shortage of not only the number of frontline healthcare providers but also a decline in the quality of nursing care. There is 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 the problem-based facilitatory teaching approach on metacognition among nursing students in Tanzania, higher learning institutions. A controlled pre-/post-test quasi-experimental study design with a quantitative research approach was employed in this study. The study was conducted between February-June 2019 including two purposively selected higher learning institutions in the Dodoma region, the central zone of Tanzania. The 401 randomly selected undergraduate nursing students (interventional = 134 and control = 267) were involved. The auditing inventory developed by the researcher measured the intervention, and the questionnaire titled Metacognition Strategies in Nursing was adopted to measure the metacognition, respectively. Statistical analysis was performed using the Statistical Package for the Social Solution (SPSS) software program version 23. Findings indicated that 65.8% of the study participants were males. The post-test findings revealed a significant gain in metacognition scores among participants in an intervention group between (M = 23.27; SD = 1.716) at baseline and (M = 66.31; SD = 6.204) post-intervention. 63.4% of the total sample in an intervention group demonstrated a high level of knowledge about the regulation of cognition compared to their counterpart control group. However, 69.1% (N = 85) participants in the control group performed better for the knowledge about cognition. With the control of other factors, the intervention was found to be more times likely to influence metacognition among nurse students (AOR = 1.603, p < 0.05, 95% CI: 1.023, 2.513) . In conclusion, the intervention had the potential to positively effect the levels of metacognition among nurse students. Hence, it was closely linked to professional competency and it would change the spectrum of nursing competency and quality of care among nurse students.
Curricula for postgraduate medical education have transformed since the introduction of competency based medical education (CBME). Postgraduate training plans offer broader training with different competencies and an outcome-based approach, in addition to the medical technical aspects of training. However, CBME also has its challenges. Over the past years, critical views have been shared on the potential drawbacks of CBME, such as assessment burden and conflicts with practicality in the workplace. Recent studies identified a need for a better understanding of how the evolving concept of CBME has been translated to curriculum design and implemented in the practice of postgraduate training. The aim of this study was to describe the development of CBME translations to curriculum design, based on three consecutive postgraduate training programs spanning 17 years. We performed a document analysis of three consecutive Dutch gynecology and obstetrics training plans that were implemented in 2005, 2013, and 2021. We used template analysis to identify changes over time. Over time, CBME-based curriculum design changed in several domains. Assessment changed from a model with a focus on summative decision to one with an emphasis on formative, low-stakes assessments aimed at supporting learning. The training plans evolved in parallel to evolving educational insights, e.g., by placing increasing emphasis on personal development. The curricula focused on a competency-based concept by introducing training modules and personalized authorization based on feedback rather than on a set duration of internships. There was increasing freedom in personalized training trajectories in the training plans, together with increasing trust towards the resident. The way CBME was translated into training plans has evolved in the course of 17 years of experience with CMBE-based education. The main areas of change were the structure of the training plans, which became increasingly open, the degree to which learning outcomes were mandatory or not, and the way these outcomes were assessed.
Curricular change is becoming a standard feature of medical schools as they respond to learners' evolving needs. Implementing change is not always straightforward, however, especially when it directly shifts the expected roles of faculty educators. The authors investigated how faculty educators navigated a significant transition to the Active, Competency-Based, and Excellence-Driven (ACE) curriculum at one state medical school. The authors employed a qualitative descriptive design and conducted thematic analysis. From June 2018 to January 2019, the authors conducted individual, in-depth interviews with faculty educators and administrators involved in first-year medical student education. Data were analyzed inductively to identify the sensemaking process for faculty. Twenty-one faculty educators participated in interviews averaging 58 min. Four phases were identified among educators as they moved through the change: (1) Making Sense of the Change; (2) Grieving the Lecturer Educator Role; (3) Risking an Active Learning Educator Role; and (4) Identifying the Rewards of Active Learning-based Teaching. Faculty buy-in is an essential component of successful curricular change implementation. While most faculty in this study reported eventual enjoyment from the new interactional teaching that fostered critical thinking, navigating the change was not always smooth. This study suggests faculty development around curricular change should be tailored to address the varying faculty concerns relevant to the four phases that were identified. Effective and optimal faculty support during large-scale curricular change must take into account not just new skills but also the grief and risk faculty may experience as their roles shift.
Curricular reform provides new opportunities to renovate important pillars of the dentistry curriculum, such as immunology and pathology, with novel approaches that appeal to new generations of students. When redesigning a course that integrates both immunology and pathology at the level that provides dentistry students with sustainable knowledge that is useful for their entire career, several challenges must be met. The objective of the present study was to describe the considerations involved in the design phase of such a new course. First, the course should be compatible with the new view on the incorporation of more active learning and teaching methods. Practically, this means that the course design should contain fewer lectures and more seminars and tutorials, where the students have fewer contact hours and actively engage in using recently acquired knowledge within a contextual background. A mandatory session of team-based learning provides opportunities to apply knowledge in combination with academic reasoning skills, teamwork, and communication. Second, for a 4-week course, choices must be made: students will not become immunologists nor pathologists in such a short period. A governing principle for this course's design is that it should be based on understanding the basic principles of immunology and pathology. The ultimate goal for the students is to make the course immuno-logical and patho-logical, challenging them to reach a next level but clearly without oversimplification. Part of the course design should allow room for students to further study an immunological topic of their own choice, thereby contributing to their immunological curiosity and to their academic development. Third, to make it tailored to a new generation of dentists, examples from the field of dentistry are actively integrated in all aspects of the course. Finally, the era of ChatGPT provides novel opportunities to use generative artificial intelligence (AI) tools in the learning process, but it demands critical thinking of how to use it in a newly designed course. A mid-course evaluation revealed that students acknowledged that immunology and pathology were presented as an integrated course. The final course evaluation endorsed the use of these various educational methods. These methods proved to be appropriate and logical choices for reaching the learning goals of the course.
Curriculum design is a fundamental component of education. For example, when we learn mathematics at school, we build upon our knowledge of addition to learn multiplication. These and other concepts must be mastered before our first algebra lesson, which also reinforces our addition and multiplication skills. Designing a curriculum for teaching either a human or a machine shares the underlying goal of maximizing knowledge transfer from earlier to later tasks, while also minimizing forgetting of learned tasks. Prior research on curriculum design for image classification focuses on the ordering of training examples during a single offline task. Here, we investigate the effect of the order in which multiple distinct tasks are learned in a sequence. We focus on the online class-incremental continual learning setting, where algorithms or humans must learn image classes one at a time during a single pass through a dataset. We find that curriculum consistently influences learning outcomes for humans and for multiple continual machine learning algorithms across several benchmark datasets. We introduce a novel-object recognition dataset for human curriculum learning experiments and observe that curricula that are effective for humans are highly correlated with those that are effective for machines. As an initial step towards automated curriculum design for online class-incremental learning, we propose a novel algorithm, dubbed Curriculum Designer (CD), that designs and ranks curricula based on inter-class feature similarities. We find significant overlap between curricula that are empirically highly effective and those that are highly ranked by our CD. Our study establishes a framework for further research on teaching humans and machines to learn continuously using optimized curricula. Our code and data are available through this link.
Cutaneous abscess incision and drainage and foreign body removal are 2 common procedures in a variety of outpatient settings. The goal of this project was to create a novel, clean, reusable task trainer that could more accurately reproduce all the steps necessary to perform cutaneous abscess drainage or foreign body removal including ultrasound to identify the abscess cavity or foreign body. The novel task trainer was constructed using silicone for both the base and the top skin. Toothpaste mixed with saline was used for the abscess material as this produced an ultrasound image that mimicked purulent material. A piece of a metal paper clip was imbedded in the top skin to mimic a cutaneous foreign body. Physician assistant (PA) students given a didactic lecture then used the novel task trainer as part of a clinical skills course. After the activity, the PA students were asked to voluntarily complete a brief preretrospective/postretrospective survey comprised 8 questions that addressed their self-perceived knowledge and skills using a 5-point Likert scale. Survey data from an initial cohort of PA students at one university show effectiveness of the models when used with the associated curriculum. This study demonstrates the feasibility of constructing a practical, low-cost, non-animal-based task trainer for the purpose of training incision and drainage of cutaneous abscesses and removal of cutaneous foreign bodies. This novel task trainer allows for ultrasound skill development and provides realistic imaging experience.
Cutaneous leishmaniasis (CL) places a major burden on the health authorities in Saudi Arabia. Information about the geographical reach and seasonality of CL in Asir province remains limited. Therefore, this study aimed to investigate the epidemiological features of CL in southwest Saudi Arabia. Retrospective data from CL patients was collected from the regional vector control unit in Asir province over 9 years. Information analysis was performed using R statistic language (version 4.0.5) and the spatial distribution of cases was mapped using QGIS (version 3.20.0). A total of 1565 CL cases were recorded from 2011 to 2020. Saudi male citizens were at the highest risk of CL infection. However, children under the age of 13 years were most at risk of contracting CL. CL lesions were primarily located on the face and most cases were reported in the winter and autumn seasons. Spatially, the governates of Abha, Sarat-Abidah and Khamis-Mushait had the highest CL infection prevalence. Moreover, a geographical expansion of CL from Abha to Khamis-Mushait governate was noted during past ten years. This is the first large scale study to investigate the seasonality, spatial distribution and demographics of CL in Asir province. It describes how the geographical change of CL incidence differs in Asir province and reveals those people most at of CL infections. This study highlights the importance of incorporating improved living conditions, school education and public awareness in the development of CL control policies.
Cutaneous squamous cell carcinoma (cSCC) is the second most common type of skin cancer arising from squamous cells of the epidermis. Most cases of cSCC have a good prognosis if detected and treated early; however, certain cases can be aggressive. The primary risk factor for cSCC is prolonged ultraviolet radiation from sun exposure, leading to DNA mutations. Other risk factors have also been observed, including adverse reactions to medications, particularly immunosuppressants. A query of the Food and Drug Administration Adverse Events Reporting System (FAERS) was done, and all reported events of cSCC as adverse events to medication were recorded along with demographic data of patients affected. A total of 4,792 cases of cSCC as an adverse event to medication were reported between 1997 and 2023. Lenalidomide, a chemotherapeutic drug, had the most cases of cSCC as an adverse event. Nine of the top 10 drugs associated with cSCC had immunosuppressive characteristics. While males had higher odds of cSCC associated with corticosteroids and calcineurin inhibitors, females had higher odds of cSCC related to monoclonal antibodies. Geriatric patients accounted for the majority of cSCC cases at 59.7%. Drawing on data from the FAERS database, there's been a consistent increase in cSCC cases as a side-effect to certain medications, with most having immunosuppressive characteristics. Since there is a lack of up-to-date literature overviewing the most implicated medications for cSCC, we aimed to illustrate this better, as well as patient demographics, to better guide clinicians when prescribing these medications.
Cyber-wisdom is the ability to know and do the right thing at the right time, when using digital technologies, and is a concept that is gaining attention from educators. Whilst the theory and practice of cyber-wisdom education is established, to date there has been no attempt to investigate how the virtue of cyber-wisdom might be measured. This is a lacuna as it limits future research in the area, including, in particular, proximal evaluations of cyber-wisdom interventions. This article introduces a new four-component measure of cyber-wisdom, which is relevant to how the virtue may be cultivated in practice via formal education and the teaching of what is generally referred to as digital citizenship education. The measure was piloted with 1,331 13-16 year-olds. The findings provide initial evidence that cyber-wisdom literacy, reasoning, reflection, and motivation can be measured. This study provides preliminary validation of cyber-wisdom sub-measures that might be used in evaluations of educational interventions that seek to help children and adolescents live with wisdom in the digital age.