Yoxas/statistical_literacy huggingface dataset:
Student motivation is a critical predictor of academic achievement, engagement, and success in higher education. Motivating students is a crucial aspect of effective teaching. Although there is a wealth of research on student motivation, practical guidance for putting theory into practice in challenging teaching environments (i.e., large-format introductory courses) is lacking. We discuss a first step toward motivating students: understanding how motivated they are and using that information to inform teaching. Anxiety, impeded motivation, and high student-to-teacher ratio are all challenges associated with teaching foundational introductory courses, such as statistics. The Expectancy-Value-Cost model of motivation provides theoretical background to assist with these courses. We discuss the implementation and use of motivation assessments as a teaching tool. Motivation assessments are feasible and useful while teaching large-format introductory courses. Instructor reflections lend insights as to how to use these assessments to improve pedagogy.
Student study behaviours that prioritise the UKMLA content map over the local curriculum are a significant risk for UK medical education. To mitigate this, we describe a student-centred faculty process to improve local curriculum guidance based on an evaluation of student study behaviours, concerns and needs. Responses informed the build of an online curriculum map. A mixed methods approach was adopted, including an online anonymous survey exploring student study behaviours and preferences for curricular guidance. This was followed by student-led focus groups to explore emergent themes further. Qualitative data underwent reflexive thematic analysis. 121 students responded to the survey, of which 12 consented to participate in two student-led focus groups. Five key themes emerged, including motivation for learning, student use of the intended curriculum, student experience of the enacted curriculum, the hidden curriculum, and expectations of an online curriculum map. A participatory framework enabled shared aims and responsive outcomes for curricular development in the run up to the UKMLA. Student responses led to clarification of guidance, reorganisation of learning resources and optimal design of an online curriculum map which linked all content in a visible, UKMLA aligned framework, accessible to all students and teachers.
Students are becoming less motivated towards current education. For this reason, teachers are investigating several innovative methodologies to learn how they affect student motivation, such as gamification. The purpose of this study was to analyze the effects of gamification on the motivation of elementary physical education students. A total of 72 elementary school students from two different Spanish elementary schools participated (38 boys and 34 girls), separated into a gamified group (n = 35) and a control group (n = 37). Ten gamification sessions were performed using a technological app called ClassDojo. The gamified proposal was based on both a PBL model and an MDA model. A questionnaire, "Motivation Questionnaire in Physical Education" (CMEF-EP) was used to measure the motivation of the students before and after the intervention. An increase was observed in all the variables for the gamified group: intrinsic motivation (p < 0.001), identified regulation (p < 0.001), introjected regulation (p = 0.001), and external regulation (p = 0.002), except for the amotivation (p = 0.120). No changes were observed in the control group. A significant interaction effect over time was seen only for intrinsic motivation for the gamified group versus the control group (F(1) = 5.263; p = 0.025; η2 = 0.070). The results show the efficacy of gamification to increase the motivation of elementary physical education students. However, it does not decrease amotivation. This will enable the subject to contribute to achieving the United Nations' proposed Sustainable Development Goal 4, which is to 'Improve Quality Education'.
Students are taught the basics of medical ethics during their pre-clinical education, but need additional instruction on how to apply these principles to patient situations they may encounter during their clinical rotations. The ethical principles of autonomy and justice become especially pertinent to patient care in the setting of discharge decision-making. Third-year medical students would therefore benefit from an interactive educational activity that allows them to practice applying these principles within the context of discharge decision-making. This session was designed for third-year medical students completing their required rotation in neurology. Students participated in a 1-hour, facilitator-led, interactive, small-group, ethics-based activity meant to simulate the typical 4-day post-stroke hospital stay. Learning objectives for the activity were to enhance students' understanding of the principles of autonomy, justice, competence, and capacity. Students were given pretest to gauge prior knowledge of activity learning objectives; their knowledge was again assessed afterwards, and they were surveyed on the usefulness and value of the activity. Twenty-three third-year medical students completed the activity over three sessions. The average improvement between pre- and posttest score was 40%. Lastly, on the qualitative feedback form, a majority of students strongly agreed that the activity was useful and presented new information, with 18 of 23 students giving the activity the highest possible rating of excellent. A large majority of the students found the activity to be valuable, and the activity was shown to be effective at improving students' knowledge of a key aspect of successful medical practice.
Students at Minority-Serving Institutions (MSIs) faced significant hardships while trying to learn through emergency remote teaching (ERT) during the COVID-19 pandemic. Our research aims to investigate if science, technology, engineering, and mathematics (STEM) instructors thought about and enacted more learner-centered teaching practices to alleviate some of this stress encountered by their students. Using semi-structured interviews and classroom observations, we utilized inductive and deductive qualitative research methods to examine two questions: (1) To what extent were STEM instructor's perceived pedagogical changes learner-centered during ERT? ; and (2) To what extent were STEM instructor's teaching behaviors and discourse practices learner-centered during ERT? Our findings revealed that during ERT, STEM instructors described using a variety of pedagogical changes that we identified as learner-centered under the Weimer framework, including ideas such as enacting flexible late policies and increased usage of formative assessment. Interestingly, we found that many of these learned-centered changes were happening outside of the classroom. Classroom observations assessing instructor behaviors and discourse demonstrated that STEM instructors enacted practices that aligned with Weimer's five constructs of learner-centered teaching. Our research highlights implications of learner-centered teaching practices for STEM instructors as well as researchers.
Students from Bangladesh pursuing STEM education often encounter obstacles when tackling diverse mathematical problems within various educational settings. Frequently, they find themselves lacking the essential prerequisite knowledge and strong foundational skills necessary to engage with the teaching and learning resources utilized at the undergraduate level, resulting in a significant number of students needing to seek readmission annually. The objective of this study is to explore the determinants of academic achievement among university undergraduates majoring in mathematics in Bangladesh. Employing a mixed-method research approach, the study combines quantitative and qualitative data analysis to examine the viewpoints of both students and educators concerning these factors. The authors primarily emphasize classifying the factors that impact the efficacy of mathematics pedagogical methods. The study is structured into three phases: i. An initial exploratory qualitative survey. ii. A quantitative triangulation survey. iii. Followed by explanatory semi-structured interviews. To begin, the initial qualitative survey identified significant factors that contribute to students' achievements and setbacks in mathematics. Subsequently, the quantitative analysis verified both similarities and distinctions in the perspectives of students and educators. Furthermore, the correlation coefficient analysis revealed that male students frequently exhibit inconsistency and a lack of enthusiasm for studying, resulting in subpar performance. Conversely, female students frequently cited challenges like the difficulty of connecting mathematical theories to real-world applications, heavy course loads, and limited resources as reasons for their academic difficulties. Lastly, insights from interviews with students highlighted their acknowledgment of inadequate study practices, excessive reliance on memorization, suboptimal teaching methods, low motivation, and external distractions as key factors leading to their struggles. They also recognized the importance of consistent practice, a solid comprehension of concepts, regular study routines, and effective learning strategies for successful mathematics education. In contrast, educators emphasized the significance of students having clear concepts, natural aptitude, motivation, and a sense of curiosity as pivotal elements for successful learning in mathematics. This conclusion suggests a new beginning in the realm of local mathematics pedagogy, achieved by scrutinizing teacher-student feedback about the factors influencing success and failure, considering the diverse individual and contextual variables at play. To foster mutual trust and understanding between students and teachers, it may be beneficial to engage in open discussions and interactions.
Students in an instrumental analysis course with a forensic emphasis were presented with a mock scenario in which soil was collected from a murder suspect's car mat, from the crime scene, from adjacent areas, and from more distant locations. Students were then asked to conduct a comparative analysis using the soil's elemental distribution fingerprints. The soil was collected from Lafayette County, Mississippi, USA and categorized as sandy loam. Eight student groups determined twenty-two elements (Li, Be, Mg, Al, K, Ca, V, Cr, Mn, Fe, Co, Ni, Cu, Zn, As, Se, Rb, Sr, Cs, Ba, Pb, U) in seven samples of soil and one sample of sediment by microwave-assisted acid digestion and inductively coupled plasma-mass spectrometry (ICP-MS). Data were combined and evaluated using multivariate statistical analyses. All eight student groups correctly classified their unknown among the different locations. Students learn, however, that whereas their results suggest that the elemental fingerprinting approach can be used to distinguish soils from different land-use areas and geographic locations, applying the methodology in forensic investigations is more complicated and has potential pitfalls. Overall, the inquiry-based pedagogy enthused the students and provided learning opportunities in analytical chemistry, including sample preparation, ICP-MS, figures-of-merit, and multivariate statistics.
Students must rapidly learn and retain fundamental basic science knowledge in a doctor of pharmacy curriculum. Active learning stimulates engagement, reinforces concept understanding, and promotes retention of knowledge. The purpose this study was to determine if introducing game-based active recall and critical thinking microlearning activities improved student comprehension of challenging concepts, exam performance, and successful completion of a biochemistry course. Microlearning activities were generated using Articulate Storyline software. Questions and problems were embedded in gamification-type activities to reinforce challenging biochemistry concepts and improve critical thinking. Activities were published on Blackboard and student performance was recorded. Students were divided into performance groups using their first exam scores. Student's exam scores were related to results from corresponding microlearning. Statistical analysis of results was performed to compare exam results with outcomes of microlearning activities. Student performance on exams and final scores positively correlated with successful completion of microlearning activities. Students who successfully completed more microlearning activities performed significantly better on all exams in comparison with students who completed few microlearning activities. Students who initially struggled with the material but completed more microlearning improved their performance on exams and passed the course with a higher score. In contrast, students who struggled and completed fewer activities failed to improve their exam and course performance. Active recall and critical thinking microlearning activities enhanced knowledge retention and comprehension of challenging biochemical concepts. Microlearning scores positively correlated with student exam performance in a biochemistry course, especially amongst students struggling with the material.
Students starting medical school generally come from a learning background that expects them to learn content, which is reproduced to pass an exam. As a part of their learning development, they must adapt and become self-motivated learners who can determine the underlying principles or concepts and use these to problem solve in the uncertainty of real-life clinical practice. Whilst much has been written about designing curricula to promote learning development, there is no one-size fits all approach to facilitating this type of learning, thus an analysis of what helps and hinders learning development is indicated. Student pairs in Y2 and Y3 of an undergraduate Bachelor of Medicine, Bachelor of Surgery (BMBS) programme of a South-West UK medical school, were asked to audio record a conversation about their learning through a facilitated problem-based learning approach during the BMBS course so far. They were provided with a brief to aid them in their discussion in the style of the outside broadcast method of BBC Radio 4s listening project. Using this method, the conversation was unfacilitated and allowed to take its natural course. Conversations were transcribed and coded to determine emerging themes with respect to the developing understanding of the students about what and how they were learning. Four student pairs volunteered for the project one from Y2 and three from Y3. Five key themes were identified including: from 'learning it all, to structured learning'; 'developing understanding and the spiral curriculum'; 'working alone versus working with others'; 'integrated learning and understanding context' and 'assessment and resources.' Narrative analysis within these themes suggested that over the course of the first two to three years of study, participants developed a better understanding of how best to learn, although there were differences in both time and order that participants reached a point where learning felt more natural to them. Analysis of the data suggested that students develop independently towards being self-motivated lifelong learners. There were several key aspects of curriculum design that could be used to facilitate this development, which could easily be incorporated into developing or creating problem- / enquiry-based curricula.
Students that participate in undergraduate research benefit in multiple ways, including improved learning outcomes, increased enthusiasm for science, technology, engineering, and mathematics (STEM) fields, and increased likelihood of continuation into a STEM career. These benefits are even more pronounced for students that are traditionally under-represented in STEM, although these students often face barriers to participation in traditional apprenticeship-style research experiences. Course-based undergraduate research experiences (CUREs) are a promising and increasingly popular approach to increase undergraduate participation in research in a way that is inclusive of all students. Here, we describe how Drosophila oogenesis can be used as the basis for CUREs in a wide variety of courses. We provide an overview of our own oogenesis-based CURE, as well as suggestions for how this CURE could be adapted to accommodate a variety of schedules, course sizes, and institution types. Our goal is to simplify the process for CURE implementation in the hopes that a greater number of instructors choose to implement a CURE in their own courses.
Students who obtain food from a campus food pantry may benefit from participating in a nutrition/cooking intervention. Twenty-seven students 18-30 years of age attending a university in the southeastern US participated in the IRB approved study. One 2-hour class was offered each week for four weeks in the on-campus cooking laboratory. Subjects indicated how often they cooked a dinner meal at home and completed the Eating and Food Literacy Behaviors Questionnaire (EFLBQ) before and after participating in the program. The total EFLBQ, Factor 1 (Health and Nutrition) and Factor 3 (Food Preparation) scores, and the frequency of cooking a dinner meal at home were all higher post-program (all p < 0.05). This pilot study suggests that an on-campus cooking program can increase the food literacy and frequency of cooking meals by university students who obtained items from the campus food pantry.
Students with intellectual disabilities (ID) typically have difficulties with literacy learning, often not acquiring basic literacy skills. Research and practical experience indicate that when these students are provided with evidence-based instruction, including comprehension as well as phonemic strategies, literacy may develop. In this study, four pairs of teachers were interviewed regarding their perceptions of a 12-week digital literacy intervention that focused on both phonics and comprehension strategies. The intervention aimed to enhance literacy and communication development in students aged 7-21, who had mild to severe ID. Four themes were identified in the analysis. It was seen that the teachers found it valuable to have access to two apps accessing and facilitating the use of different literacy strategies in meeting the needs of individual students. This digital format was also perceived as positive, contributing to creating a supportive and systematic learning environment that enhanced and increased literacy learning. The teachers recurringly also talked about the positive influence of participating in research, lifting the strong focus, and positive attention as very important for both teachers and students.
students worldwide receive little training on blood transfusion therapies during their time at medical schools and hospitals, then reformulation of academic programs is mandatory. Indications for blood transfusions are more frequent than recommended, which helps to increase the risks associated with this procedure. To overcome this, structured objective training on nursing care and procedures was organised with the topic of transfusion safety. The purpose of our study was to assess medical students´ appreciation of this training and the degree to which this population had mastered it. we conducted a cross-sectional, descriptive, single-centre study. We conducted a survey among the 3rd-year medical students. A self-administered assessment questionnaire, as well as an evaluation grid for acquired skills, filled in by the training doctors during the session, were used. Data analysis was based on descriptive statistics using Excel software. three hundred and eighty-four (n=384) students were invited to attend this training course, 275 (71.6%) of whom were enrolled in the study. The overall satisfaction rate was 93.8%. The objectives and organisation were 95.6% successful. The quality of the training was 90.3% satisfactory. The choice of topic for the station was satisfactory for 80% of participants, the flow of the session for 86.3%, the quality of the organisation and debriefing for 89%, the interaction between trainers and learners for 90.2%, the motivation of trainers and the reflection stimulated in the learners for 92%. We noted that 93% of students had never participated in training in transfusion safety. Mastery of global skills was total for 67%, partial for 26% and absent for 7%. The students mastered the procedures for checking the identity and grouping of the product to be transfused at 97%, the principle of interpreting the ultimate pre-transfusion test (96%), the purpose of ultimate test at the patient´s bedside 93% with mastery of its technical implementation 83%. training in transfusion safety was well received, with a satisfactory level of proficiency. This experience can easily be extended to other topics.
Students' academic motivation is crucial to their academic performance, success, and future career performance. Understanding the experiences of students regarding academic motivation can help address this issue. This qualitative study aimed to explore the experiences of dentistry students of Tabriz University of Medical Sciences regarding academic motivation. This qualitative content analysis study collected data through semi-structured individual interviews with open-ended questions. The collected data were then organized into codes, subcategories, categories, and themes. Extensive interviews, meetings, and active engagement with the participants were conducted to ensure the strength of the data collected. The results of this study yielded 20 subclasses and 11 classes. These codes, categories, and sub-categories were summarized into seven themes: self-efficacy, outcome expectations, outcome expectancies, emotional coping, self-regulation, situational perception, and environment. This study showed that various concepts, from personal processes to environmental and social processes, play a role in students' academic motivation. This study's findings can contribute to developing more effective interventions to improve the motivation level of dentistry students.
Students' awareness of disasters is vital, especially for those living in disaster-prone areas, so it needs to be developed during the learning. One strategy to increase students' awareness is integrating the concept of disaster awareness in learning, such as using mathematical comics based on disaster contexts. This study aimed to examine the improvement of junior high school students' awareness of disasters through mathematical comics. It also compared the improvement of awareness of the urban and rural students. This study employed a quantitative approach with a pre-test-post-test control group design. The population was all Year 7 students in one of the junior high schools in Banda Aceh (urban area) and one of the junior high schools in Aceh Besar (rural area), Indonesia. The samples were of two classes (experimental and control) in each school, which are selected randomly. Data were collected through a disaster awareness questionnaire and analysed by t-test. This study showed that using mathematics comics in different schools with varying conditions resulted in the different levels of disaster awareness-raising. Students' disaster awareness in the urban experimental class was better on three of the four indicators, namely, pre-disaster awareness, false disaster awareness, and after disaster awareness, compared to the control class. Meanwhile, the rural experimental class did better on one of the four indicators, namely, disaster education awareness, than the control class. This study implies that comics can increase disaster awareness and the need for further research.