Yoxas/statistical_literacy huggingface dataset:
Inclusive education is a new approach towards a system of educating children with disabilities and learning difficulties with that of normal ones within the same crown. Competency-based teacher education (CBTE) is a framework in which teachers demonstrate their learned knowledge, attitude, and skills in order to achieve specific predetermined "competencies" for a specific course or at a specific educational institution. Children with learning disabilities have significant impairment in reading, writing, and mathematics in spite of normal intelligence and sensory abilities. The aim of the study was to evaluate the effectiveness of competency-based teacher education (CBTE) training module on knowledge, attitude, and practices (KAP) of school teachers regarding learning disabilities in children. This was a Quasi experimental study carried out in the month of December 2020 using one group pretest and posttest design. Thirty-five school teachers from a private school were randomly selected as study subjects who were handling classes for primary school students at Kolar. School teachers who had prior exposure in special schools and who had already worked as a counsellor were excluded from this study. Data were collected via a self-administrated method with structured questionnaires consist of 150 items including sociodemographic profile, knowledge, attitude, and practice of teachers regarding learning disabilities in children; the data were analysed using descriptive and inferential statistics. The findings indicated that mean post-test knowledge score was 35.89, attitude score was 170.66, and practice score was 69.60. The effectiveness of CBTE training module was found to be statistically significant at P < 0.05 in terms of mean scores enhancement in knowledge, attitude, and practices. In terms of correlation between knowledge, attitude, and practices of school teachers on learning disabilities in children, it was found that there was a highly positive correlation between attitude and practice with r = 0.884, and knowledge and practice with r = 0.905. The CBTE training module is an effective method in enhancing the knowledge, changing the desirable attitude, and developing good skills of school teachers regarding the identification and management of learning disabilities.
Inclusive educational practices can be beneficial for autistic children, especially when the general education classroom can better meet the child's academic and socio-emotional needs than a special education classroom. Unfortunately, autistic children may not thrive in general education classrooms if they are perceived negatively, subject to bullying, and are socially isolated and rejected by their typically developing peers. Autism acceptance programs may help address the root cause of these problems, autism stigma. Thus, this study evaluated the effectiveness of a virtual autism acceptance program presented to typically developing, 8-10-year-old children through remote learning technology. The 5-week, stakeholder-approved pilot program included a themed module each week (e.g., facts about autism and reducing stigma, sensory sensitivities, strengths of those with autism) presented through a variety of online educational materials. Pretest, posttest, and maintenance results showed that the program was effective in improving children's knowledge about autism, and children's attitudes and behavioral intentions toward their peers with autism. In addition to reducing autism stigma, study findings suggest that remote learning and virtual tools can be used to implement an efficacious autism acceptance program to children, allowing for greater and more cost-effective outreach to children and schools.
Incorporating appropriate pedagogical strategies has been instrumental in the development of a favorable learning environment for holistic learning, particularly in Science, Technology, Engineering, and Mathematics (STEM) education. However, there is growing evidence of the need to advance the existing methods, through more robust and comprehensive fieldwork grounded in design study. It has been shown that the lack of guidance in lesson planning using variation theory is also thought to require particular attention, as the accuracy of the student learning relies significantly on the planning of the lesson. However, little research has outlined the strategy to be followed for incorporating variation theory. This article proposes a method of preparing lesson plans to systematically implement the variation theory in STEM classrooms. The method seeks to design and implement current techniques as follows:•According to variation theory, teachers must create the necessary conditions for learning for the students to recognize what they are expected to learn.•To create the necessary conditions for learning, teachers define the key aspects of the topic to be covered and use different patterns of variations in teaching those contents, such as contrast, separation, generalization, and fusion.•Finally, teachers focus on the key aspects one by one or simultaneously to grab students' attention.
Incorporating argument writing as a learning activity has been found to increase students' mathematics performance. However, teachers report receiving little to no preservice or inservice preparation to use writing to support students' learning. This is especially concerning for special education teachers who provide highly specialized mathematics instruction (i.e., Tier 3) to students with mathematics disabilities (MLD). The purpose of this study was to examine the effectiveness of teachers providing content-focused open-ended questioning strategies, which included both argument writing and foundational fraction content, using Practice-Based Professional Development (PBPD) and Self-Regulated Strategy Development (SRSD) for implementing a writing-to-learn strategy called FACT-R2C2. We report the relative number of higher-order mathematical content questions that teachers asked during instruction, from among three different-level question types: Level 1: yes/no questions focused on the mathematics content; Level 2: one-word responses focused on the mathematics content; and Level 3: higher-order open-ended responses centered around four mathematical practices from the Common Core State Standards for Mathematics. Within a well-controlled single-case multiple-baseline design, seven special education teachers were randomly assigned to each PBPD + FACT-R2C2 intervention tier. Results indicated that: (1) teachers' relative use of Level 3 questions increased following the introduction of the FACT intervention; (2) this increase was apart from the professional development training that the teachers had initially received; and (3) students' writing quality improved to some extent with the increase in teachers' relative use of Level 3 questions. Implications and future directions are discussed.
Incorporating art into science, technology, engineering, and mathematics (STEM) courses can be an effective way to help students understand scientific concepts and think about those concepts more holistically. Additionally, art can be used to inform the public about scientific issues. To explore this topic more fully, we developed an assignment for an upper-level biology course in which students curated an art exhibition focused on the 2019 coronavirus disease, COVID-19. Working in pairs, students identified pieces of art in the College's permanent collection that they felt related to some aspect of the pandemic. Each pair wrote a short curator's statement and a more traditional academic essay. The works of art and the curator's statements were displayed on campus. Visitors to the exhibition were invited to complete a short survey about the exhibition and its relevance to COVID-19. Anecdotal evidence suggests that the students enjoyed and valued the assignment. Limited data from visitors to the exhibition show that they thought the art helped them think more deeply about the pandemic. Based on these results, we conclude that the development of art exhibitions in STEM courses can benefit the students and the public.
Incorporating generative artificial intelligence (GAI) in education has become crucial in contemporary educational environments. This research article thoroughly investigates the ramifications of implementing GAI in the higher education context of Saudi Arabia, employing a blend of quantitative and qualitative research approaches. Survey-based quantitative data reveals a noteworthy correlation between educators' awareness of GAI and the frequency of its application. Notably, around half of the surveyed educators are at stages characterized by understanding and familiarity with GAI integration, indicating a tangible readiness for its adoption. Moreover, the study's quantitative findings underscore the perceived value and ease associated with integrating GAI, thus reinforcing the assumption that educators are motivated and inclined to integrate GAI tools like ChatGPT into their teaching methodologies. In addition to the quantitative analysis, qualitative insights from in-depth interviews with educators unveil a rich tapestry of perspectives. The qualitative data emphasizes GAI's role as a catalyst for collaborative learning, contributing to professional development, and fostering innovative teaching practices.
Incorporating interprofessional collaboration within healthcare is critical to delivery of patient-centered care. Interprofessional Education (IPE) programs are key to promoting such collaboration. The 'Public Health Service' (PHS) in France is a mandatory IPE initiative that embodies this collaborative spirit, bringing together students from varied health undergraduate training programs-nursing, physiotherapy, pharmacy, midwifery, and medicine- in a common training program focused on primary prevention. The aim of the study was to assess the experience and attitudes of students in the five health training programs regarding the interest of IPEs in the PHS. A cross-sectional survey was administered to 823 students from the 2022-2023 cohort at a French university. The questionnaire was designed with 12 Likert-scale questions specifically created to evaluate the students' experiences, knowledge, and attitudes focused on IPE during the practical seminars, school interventions, and the overall PHS. Additionally, an open-ended question was utilized to gather qualitative data. Statistical analyses assessed satisfaction levels across undergraduate training programs, while thematic analysis was applied to the qualitative responses. Within the surveyed cohort, 344 students responded to the survey. The findings showed that students were satisfied with the interprofessional collaboration, both in practical teaching sessions (75% satisfaction) and in primary prevention projects conducted in schools (70% satisfaction), despite their having faced challenges with coordination. Pharmacy students, in particular, highlighted the need for adjustments in program scheduling. The qualitative feedback underscored the positive value of IPE, notwithstanding the organizational difficulties stemming from different academic timetables. The student feedback indicated a high level of satisfaction with the interprofessional work carried out in both the practical teaching and the primary prevention projects. To further enhance the educational impact and address the scheduling complexities, it is recommended that program refinements be made based on student feedback and pedagogical best practices.
Incorporating literature into practice can help behavior analysts provide better services and achieve better outcomes. In addition, behavior analysts have an ethical obligation to remain current with the scholarly literature and to use it to inform services. Despite the merits of maintaining regular contact with the published literature, barriers exist to doing so. In this tutorial, we present a system that was created for a human service agency to increase practitioner access to the scholarly literature. The system consisted of an electronic search request form, a literature team, and a liaison. We present 7 years of data including the frequency of use, topics of interest, and other noteworthy patterns of submitter responding. We discuss the value of this type of system, limitations of its design, and considerations for practitioners who may wish to implement a similar system in their agency. We discuss modifications that could be made to fit organizations of diverse sizes and with different resources, while presenting ideas for improvement and expansion of the system.
Incorporating physical movement in the teaching of academic content (active learning) is a promising approach to improve children's health and academic performance. Despite documented benefits, implementation of active learning remains challenging for schools. The aims of this study are to develop an implementation strategy to support the delivery of active learning in elementary schools and examine the impact of the developed implementation strategy on the implementation and effectiveness of active learning. Aim 1 will use Implementation Mapping, which is a multi-step approach that guides the use of theory, stakeholder input, and existing literature to develop a scientifically based implementation strategy for active learning in elementary schools. Aim 2 will feature a feasibility study to examine the impact of the implementation strategy on both implementation and effectiveness outcomes, consistent with a Hybrid Type 2 design. Acceptability and implementation fidelity will be the primary implementation outcomes, and student physical activity levels will be the primary effectiveness outcome. We will recruit two elementary schools within our partner district, and one will be randomly assigned to receive usual support while the other will receive the newly developed implementation strategy. Participants from each school will complete baseline, 6-, and 12-month assessments. Bayesian statistical approaches will quantitatively examine preliminary effectiveness outcomes. We will also use an embedded mixed methods approach to triangulate findings. This study's innovative overarching conceptual framework (centered on Implementation Mapping) will inform the development and testing of the implementation strategy. This study also uses methodological approaches optimal for feasibility studies, including mixed methods and Bayesian statistics. As a result, we will be able to gain a thorough understanding about the feasibility and preliminary effectiveness of the implementation strategy, which will inform subsequent research and practice for implementing active learning in schools. ClinicalTrials.gov, NCT05048433 , registered on September 8, 2021.
Incorporating Public and Patient Involvement (PPI) into doctoral research is valued by PhD funders and scholars. Providing early career researchers with appropriate training to develop skills to conduct meaningful PPI involvement is important. The Health Research Board (HRB) Collaborative Doctoral Award in MultiMorbidity programme (CDA-MM) embedded formal PPI training in its structured education. The four participating PhD scholars established a PPI panel comprising people living with two or more chronic conditions, presenting an opportunity for experiential PPI training. This study aimed to evaluate the process and impact of embedding PPI training in a structured PhD programme. This study was a longitudinal mixed-methods evaluation, conducted over 24 months (June 2020 to June 2022). A process evaluation provided an understanding of how PPI was embedded and explored the experiences of key stakeholders involved. An impact evaluation assessed the impact of embedding PPI training in the programme. Participants included PhD scholars, PPI contributors and PhD supervisors. The data collection and analysis was led by an independent researcher not aligned with the CDA-MM. Data collection methods included five focus groups, individual interviews (n = 6), an impact log, activity logs and group reflections. Qualitative data were analysed using thematic and content analysis and quantitative data analysed using descriptive statistics. Embedding formal and experiential PPI training in a structured PhD programme is feasible. Both approaches to training are fundamental to building PPI capacity. Involvement of an experienced and knowledgeable PPI lead throughout is perceived as critical. The PPI panel approach offered a good example of embedded consultation and worked well in a structured PhD programme, providing PhD scholars with ample opportunities for learning about PPI and its implementation. For PPI contributors, culture was the most important indicator of quality and was positively evaluated. Key roles for PhD supervisors were identified. Embedding formal and experiential PPI training impacted positively on many different aspects of individual PhD research projects and on PhD scholars as researchers. There were positive impacts for PPI contributors and PhD supervisors. Embedding formal and experiential PPI training in a structured PhD programme is a novel approach. The evaluation has identified a number of lessons that can inform future doctoral programmes seeking to embed formal and experiential PPI training.
Incorporating social determinants of health (SDoH) into clinical decision-making can clarify disease causes, enhance care planning, and improve health outcomes. Nurse educators should know which strategies are most effective for teaching SDoH in bachelor of science in nursing (BSN) programs. This integrative review synthesizes the literature on familiarizing BSN students with SDoH and identifies effective teaching interventions for SDoH in these programs. The researchers searched CINAHL, PubMed, Web of Science, and ERIC databases, and 21 articles met the inclusion criteria. The PRISMA (Preferred Reporting Items for Systematic reviews and Meta-Analysis) guidelines were followed for reporting. The curriculum method, service learning, and international outreach experiences were frequently used teaching strategies. Qualitative evaluation was used to evaluate student outcomes. Nurse educators should be mindful of these strategies. Interdisciplinary teamwork can bolster students' understanding of disadvantaged populations while integrating SDoH in nursing curricula. Quantitative evaluations of learning outcomes are needed to determine teaching effectiveness.
Increased attention to cancer care has instigated altered systems for screening, diagnosis, and management of various types of cancer, such as in the prostate. While such systems very likely have improved the quality of cancer care, they also result in the altered use of specific services, such as magnetic resonance imaging (MRI). To study the change in the use of prostate MRI in the Norwegian health care system from 2013 to 2021 and to investigate some reasons for and potential implications of this change. Data from the Norwegian Health Economics Administration (HELFO), The Cancer Registry of Norway and Cause-of-death registry at the Norwegian Institute of public health and the health registry of Vestfold Hospital Trust were used for descriptive statistical analysis. The number of MRIs of the prostate increased threefold from 2013 to 2021, representing an extra cost of 2 million USD in 2020. The incidence of prostate cancer was stable at about 5000 cases per year, corresponding to 178 per 100,000 men, indicating no increased overdiagnosis. However, the clinical staging has changed substantially during this period, indicating stage and grade migration. The number of negative biopsies was reduced, and there are three MRIs per reduced negative biopsy. The number of persons on active surveillance increased during the period. However, these changes are partly independent of the increase in the number of MRIs. There was a substantial increase in the number of prostate MRIs and thus an increase in costs. This appears to have contributed to the reduction of negative biopsies, improved staging and increased active surveillance. However, as these effects are partly independent of the increase in MRIs, we need to document the outcomes for patients from prostate MRIs as their opportunity costs are substantial.
Increased cases of child abandonment, homeless and street children in developing countries are traceable to proportionate rates of unwanted pregnancies. Such pregnancies impose hardships on households and increased social vices in society. In Nigeria, baby factories are continually being discovered in almost every state, thereby raising concerns about the exposure of women to the dangers of unwanted pregnancies. In order to contribute to the government's efforts to control unwanted pregnancies in Nigeria, this study examined the effects of couples' social characteristics and family planning methods on unwanted pregnancies in Nigeria. We applied the Ordinary Least Squares (OLS) method of regression analysis because of its efficiency and unbiased property in statistical analysis. Survey data from the 2013 and 2018 Nigeria's Demographic and Health Surveys were used in the analysis. Results indicated that the more family planning methods are used in Nigeria, the fewer unwanted pregnancies will occur. Furthermore, the social characteristics of men are more important than those of women in predicting unwanted pregnancies. Based on other findings, literacy campaign in the Northern Nigeria where literacy rate is low, more counselling on the importance of modern family planning, and use of different strategies in population health awareness campaign across the different regions in Nigeria is encouraged.
Increased emphasis on workplace-based learning within pharmacy curricula has led to a focus on the quality of preceptors and the provision of preceptor training, with a diverse range of training programs for preceptors being developed across the globe. To ensure that preceptors are trained appropriately and deemed to be competent in their role, it is essential that all training programs are suitably evaluated. This research aimed to evaluate an online preceptor training program at a regional Australian University. Kirkpatrick's four level model for assessment of training was used to evaluate this program. A multi method approach included a preceptor post training survey and interviews and a student survey evaluating the preceptor. Preceptor survey data were analysed using descriptive statistics and content analysis, while inductive thematic analysis was used to analyse the interviews. Student evaluations of trained and untrained preceptors were compared to determine whether training had impacted on student-rated preceptor effectiveness. Twenty-eight preceptor post-training surveys were received, ten preceptor post-training interviews were conducted, and 35 student surveys were completed. The program was rated positively overall, with notable mention by preceptors of the interactive networking session. Following their first post-training student placement, preceptors found that their overall confidence levels had improved, particularly in relation to student management, evaluating students and providing feedback. Student evaluations of preceptors revealed improved ratings of trained versus untrained preceptors, especially as effective communicators. This study demonstrated that training had a positive impact on preceptor attitudes, behaviour and confidence levels. From the perspective of the student, training was also found to improve preceptor performance. These results highlight the beneficial effects of training for preceptors, to optimize the student placement experience and their preparation for future practice.