Search Results (26)

To clarify the current status of physical assessment education in Japan, this study analyzed publicly available syllabi from nursing universities. Syllabi from 299 member universities of the Japan Association of Nursing Universities were analyzed, and data on course classification methods, learning content, and practice methods were tabulated. The Body System Approach was the most common classification (used by 244 universities). Implementation rates were high for core systems like the respiratory system (98.0%) and cardiovascular system (95.2%), but lower for others, such as the otolaryngology system (41.5%). The use of simulation was noted in 21.4% of courses, and in 71.0% of syllabi, the role of the patient in practice exercises was not described. A discrepancy exists between the implemented content and the Model Core Curriculum for Nursing Education, which includes a wider range of systems. Furthermore, few syllabi described specific teaching methods, indicating that future curriculum revisions will require re-evaluation to ensure educational quality. Full article

This paper proposes a KeyBERT-based method for constructing a knowledge graph of the electronic information curriculum system, aiming to enhance the structured representation and relational analysis of educational content. Electronic Information Engineering curricula encompass diverse and rapidly evolving topics; however, existing knowledge graphs often overlook multi-word concepts and more nuanced semantic relationships. To address this gap, this paper presents a KeyBERT-enhanced method for constructing a knowledge graph of the electronic information curriculum system. Utilizing teaching plans, syllabi, and approximately 500,000 words of course materials from 17 courses, we first extracted 500 knowledge points via the Term Frequency–Inverse Document Frequency (TF-IDF) algorithm to build a baseline course–knowledge matrix and visualize the preliminary graph using Graph Convolutional Networks (GCN) and Neo4j. We then applied KeyBERT to extract about 1000 knowledge points—approximately 65% of extracted terms were multi-word phrases—and augment the graph with co-occurrence and semantic-similarity edges. Comparative experiments demonstrate a ~20% increase in non-zero matrix coverage and a ~40% boost in edge count (from 5100 to 7100), significantly enhancing graph connectivity. Moreover, we performed sensitivity analysis on extraction thresholds (co-occurrence ≥ 5, similarity ≥ 0.7), revealing that (5, 0.7) maximizes the F1-score at 0.83. Hyperparameter ablation over n-gram ranges [(1,1),(1,2),(1,3)] and top_n [5, 10, 15] identifies (1,3) + top_n = 10 as optimal (Precision = 0.86, Recall = 0.81, F1 = 0.83). Finally, GCN downstream tests show that, despite higher sparsity (KeyBERT 64% vs. TF-IDF 40%), KeyBERT features achieve Accuracy = 0.78 and F1 = 0.75, outperforming TF-IDF’s 0.66/0.69. This approach offers a novel, rigorously evaluated solution for optimizing the electronic information curriculum system and can be extended through terminology standardization or larger data integration. Full article

This study investigates the integration of artificial intelligence (AI) into undergraduate and graduate curricula in journalism and new media programs in Türkiye, offering a systematic analysis of course structures and content. Utilizing a qualitative research approach, this study combines document analysis and thematic content analysis to examine course catalogs, syllabi, and institutional reports from 72 universities. The findings reveal that AI education in these programs is predominantly theoretical, with courses emphasizing AI ethics, media algorithms, and the impact of automation on news production. Practical applications, such as data journalism and AI-assisted content creation are comparatively scarce. This study highlights the uneven distribution of AI-related courses across institutions, illustrating significant disparities in curriculum depth and focus. While some universities have embraced a more comprehensive AI framework, others offer minimal exposure to AI-related competencies. By systematically mapping AI course distribution across institutions, this study provides empirical insights into the gaps and disparities in AI education, offering recommendations for a curriculum compatible with digital transformation. Full article

The integration of sociology into medical education is essential for cultivating a nuanced understanding of the complex interplay between social determinants and health outcomes. This national cross-sectional survey utilized a qualitative, descriptive research approach to examine the inclusion of sociology as a course in the undergraduate curricula of medical schools in Greek higher education. Data collection and analysis were conducted through a comprehensive review of the syllabi from all seven medical schools in Greece. The analysis revealed that none of the seven undergraduate medical curricula include sociology as a discrete course. Social medicine is offered as a discrete course in three out of the seven programs, whereas sociological concepts are present in the majority of the medical curricula (six out of seven). A significant gap in the integration of sociology as a discrete course within Greek medical graduate education is revealed. To better equip future medical doctors with sociological lenses towards medical practice, a more comprehensive integration of sociology into medical training is recommended. Full article

National school leadership standards are now de facto curriculum for preparation programs. Data use is embedded throughout standards to guide school improvement and classroom instruction. Yet, across a number of areas, pre-service principals do not appear ready to lead once in the field. Principals are responsible for using various data to guide internal policies, school cultures, and capacity building, largely supporting teachers by establishing norms, expectations, and clear visions for data use in instructional decisions. In this study, we examined leadership preparation programs in one U.S. state to understand how data use is addressed in leader preparation. Our analysis of course description, syllabi, and program director interview data resulted in the following findings: (1) programs and courses seldom explicitly acknowledged data use as a topic; (2) when data use was acknowledged as a topic, it was infrequently tied to standards; (3) connections between data use and instructional change were limited; and (4) most programs relied on internships for leadership preparation programs to learn data use practices. There are opportunities for programs to make connections between standards, data use, and instructional improvement more explicit, as well as to clarify expectations for and increase oversight of field-based mentors. Full article

The evolving landscape of data science education poses challenges for instructors in general education classes. With the expansion of higher education dedicated to cultivating data scientists, integrating data science education into university curricula has become imperative. However, addressing diverse student backgrounds underscores the need for a systematic review of course content and design. This study systematically reviews 60 data science courses syllabi in general education across all universities in Taiwan. Utilizing content analysis, bibliometric, and text-mining methodologies, this study quantifies key metrics found within syllabi, including instructional materials, assessment techniques, learning objectives, and covered topics. The study highlights infrequent textbook sharing, with particular focus on Python programming. Assessment methods primarily involve participation, assignments, and projects. Analysis of Bloom’s Taxonomy suggests a focus on moderate complexity learning objectives. The topics covered prioritize big data competency, analytical techniques, programming competency, and teaching strategies in descending order. This study makes a valuable contribution to the current knowledge by tackling the challenge of delineating the specific content of data science. It also provides valuable references for potentially streamlining the integration of multiple disciplines within introductory courses while ensuring flexibility for students with varying programming and statistical proficiencies in the realm of data science education. Full article

Family involvement and participation in education (FIPE) profoundly impacts the quality of students’ academic and social development. Initial teacher education contribution in fostering attitudes, skills, and strategies for effective FIPE is therefore unquestionable. We aimed to find out to what extent Portuguese pre-service teachers are prepared to engage families. A document analysis was conducted to establish explicit information regarding FIPE within initial teacher education syllabi. Out of 621 syllabi across 36 master’s courses from 25 institutions, only 98 included some information on FIPE. A mere 12 syllabi, from seven institutions, exclusively addressed family–school relationships. Our study covered over 87% of the master’s courses and syllabi, exposing inconsistencies in their educational aims, content, and recommended literature. These findings highlight discrepancies within the initial teacher education syllabi and underscore the need for the enhanced training of pre-service teachers in FIPE. It is crucial to promote more in-depth and explicit syllabi to promote effective family engagement and enrich initial teacher education programs. Full article

(1) Background: Continuous growth in pharmaceutical expenditure indicates the need for more advanced pharmacoeconomics evaluations to optimize healthcare outcomes and resource allocation. This study assesses the extent to which accredited pharmacy colleges in the United States cover pharmacoeconomics content within the didactic curriculum of their Doctor of Pharmacy (PharmD) programs. (2) Methods: We conducted a systematic search of the websites of accredited professional-degree programs in pharmacy schools located in the United States to identify pertinent content related to pharmacoeconomics. (3) Results: Out of 141 pharmacy programs, a total of 111 programs of varying sizes were found to have publicly accessible information regarding the content of their pharmacoeconomic curricula on their websites. All these programs required the inclusion of pharmacoeconomics content in their curricula. An examination of course syllabi revealed that the goals and descriptions were broad, aiming to provide students with an introductory understanding of the principles of pharmacoeconomics. The number of credit hours allocated to pharmacoeconomics education ranged from one to seven across the programs. The approach to delivering pharmacoeconomics content varied among the programs. (4) Conclusions: Advanced knowledge of the principles of pharmacoeconomics must be an integral component of all PharmD curricula to prepare pharmacists to assess the rational use of pharmacy products and services, improve clinical outcomes, and mitigate healthcare expenditures. Full article

Qualitative research has been increasingly used in the field of psychology. Consequently, concerns about the development of students’ skills in qualitative research have arisen. The main goal of this paper is to characterize the current state of art of the qualitative research teaching in Portuguese bachelor’s degrees in psychology. A documentary analysis was performed, and the data collection was conducted through an online search: first on the website of the General Directorate of Higher Education, and afterwards on the online sites of each of the Portuguese universities where the first cycle of psychology is taught. A content analysis was made by two coders and a discussion about categories was made until a consensus was reached. The data revealed the existence of 31 undergraduate courses in psychology at 31 Portuguese teaching institutions. There were 12 undergraduate courses at 12 public universities, and 19 undergraduate courses at 19 private universities. Despite the diversity in the study plans in the degree of psychology, most of them included qualitative research methodology teaching. However, the data analysis revealed different designations of the curricular units (CUs) related to qualitative research, as well as a different number of credits (European Credit Transfer and Accumulation System—ECTS). In addition, there were variations in the academic year in which the qualitative research CUs were taught and registered in their syllabi. This study indicates that undergraduate Portuguese psychology students generally have some training in qualitative research but the way it is carried out and the training contents are not uniform for all the existing degrees. It is important to reflect on the importance of qualitative research in psychology and further studies on qualitative methods teaching practices are still needed. Full article

The purpose of this research was to identify “threshold” concepts in introductory statistics courses by surveying engineering students. Threshold concepts are those ideas that bind a subject together and are fundamental to the thinking and practice within a discipline. In this exploratory study, the aim was to answer the following questions: What are the learners’ assessments of the proposed threshold concepts? Based on the learners’ assessments, which of the four threshold characteristics best describes the selected threshold concepts? What are the final proposed threshold concepts that incorporate the learners’ perspectives? What is the perception held by learners about the theory’s impact on the learning and teaching processes? Using qualitative and quantitative exploratory analysis to answer these questions, all students in the College of Engineering and Applied Science who took one of the 29 sections of the course Introductory Statistics offered at the University of Colorado at Boulder were surveyed. The findings reveal there are differences in threshold concepts identified by instructors and learners. The learners added 11 concepts to the 18 proposed by the instructors as threshold concepts. Based on these inputs, a list of potential threshold concepts incorporating the two perspectives—that of instructor and that of learner—was created, and a framework of knowledge to support curriculum design was developed. An important suggestion for future research is to explore how to incorporate these threshold concepts in redesigning the syllabi of such courses, depending on the proposed framework. Full article

In order to promote education in environmental sustainability at higher education institutions and establish action priorities, a detailed analysis of the initial situation is needed, both in terms of courses offered and teaching and assessment strategies implemented. This article presents a methodology that can be used to standardize the evaluation of teaching in environmental sustainability at different universities. We exemplify its application at the University of Alcalá, located in Central Spain. The inventory was conducted using in-house software development for the extraction of environmental sustainability concepts in the degree courses’ syllabi, completed with a survey to faculty members and a manual review to confirm its adjustment to environmental issues. Those finally selected were analyzed in depth. The main results indicate that currently, only a small part of the courses (5.5%) offered at the University explicitly include environmental sustainability content. The grades that concentrate most of the courses are those of Environmental Sciences, Biology, Economics, Tourism and Pharmacy, with very low occurrence in the grades of Education and Health Sciences. It is concluded that further institutional commitment is needed in the definition of medium-term strategies to guide the training and dissemination efforts in order to promote sound environmental education in university courses. Full article

Although school education, including the subject of physical education (PE), has the potential to contribute to the visions set out by the 2030 Agenda and its sustainable development goals (SDGs), little attention has been directed towards sustainable development perspectives in PE teacher education (PETE). In this explorative paper, we aimed to investigate how sustainable development perspectives are reflected in Swedish PETE course syllabi, focusing on learning outcomes. The source of data was 496 learning outcomes retrieved from PETE course syllabi at the eight Swedish PETE institutions that examine PE teachers for compulsory school grades 7−9 and upper secondary school. A qualitative thematical analysis was performed, and two educational resources developed to support how to use education in achieving SDGs were used as a guiding framework. The findings show eight learning outcomes (<2%) explicitly related to sustainable development perspectives. We found these learning outcomes in courses dealing with outdoor education, movement and health didactics, and work environment and ergonomics. Our further analysis suggests that 37 learning objectives (19% as cognitive, 43% as socio-emotional, and 38% as behavioural) and 31 competencies (35% within knowledge and understanding, 32% within skills and applications, and 32% within values and attributes) could be linked to our themes of learning outcomes. These learning objectives and competencies of the SDGs were for good health and well-being, quality education, gender equality, reduced inequalities, peace, justice, and strong institutions. The main findings signal a possibility to work with the conceptualisation of sustainable development perspectives and SDGs in PETE. PETE educators should be encouraged to critically reflect on what it can mean to include sustainable development perspectives in PETE course syllabi. Full article

For nursing students in the vocational education system in Taiwan, English-language writing skills, whether for general or specific purposes, have long been ignored, which may jeopardize their success in medical-oriented courses and their future careers. This study designed a nursing note-writing course (NNWC) for university nursing students and explored the teaching outcomes of its implementation. The three main objectives were to (a) examine the effectiveness of the NNWC in enhancing learners’ competencies; (b) survey learners’ satisfaction with the NNWC, and (c) investigate learners’ perceptions of the NNWC. In this action research, 49 students practiced five writing tasks while guided with five teaching tools, namely an online writing platform, multiple revisions, peer-review activities, and direct and indirect teacher feedback, for a semester. External examiners included a language teacher and a nursing professional, and the data-collection instruments used included a writing competence scale and a course satisfaction questionnaire. The results showed that the learners’ writing competence significantly improved after the NNWC. They also demonstrated a fair level of satisfaction toward the NNWC. A total of 90% of the learners preferred online writing compared to traditional handwriting. The learners also indicated a preference for feedback from the teacher rather than from peers, and they perceived vocabulary capability to be crucial. ESP/ENP teachers are advised to consider the implementation of the NNWC when designing syllabi. Full article

Bibliometric methods are relevant for a range of applications and disciplines. The majority of existing scholarship investigating citation and reference patterns focuses on studying research impact. This article presents a new approach to studying the curriculum using bibliometric methods. Through a review of existing definitions and measures of interdisciplinary research and standardization procedures for comparing disciplinary citations, three measures were considered: variety, balance and dissimilarity. Bibliometric algorithms for assessing these measures were adopted and modified for a curriculum context, and three interdisciplinary programs were investigated that span undergraduate and graduate degrees. Data objects were course syllabi, and required references were coded for disciplinary affiliations. The results indicated that—despite purportedly pursuing a singular goal in the same academic unit—the programs employed distinct citation patterns. Variety was highest in the master’s program, and balance was highest in the doctoral program. Dissimilarity was highest in the doctoral program, yet a novel technique for disambiguating disciplinary composition was implemented to improve interpretation. The analysis yielded unexpected findings, which underscore the value of a systematic approach in advancing beyond discourse by harnessing bibliometric techniques to reveal underlying curricula structure. This study contributed a well-grounded bibliometric method that can be replicated in future studies. Full article

What if encounters between modernist poetry and architecture exceed inspiration, imagery, and allusions? These two modes of making have crossed boundaries for over a century, from Walt Whitman’s ecstatic stanzas on Manhattan skyscrapers to architect John Hejduk’s poetry of memory and place. Buildings become materials for poetry, and poems become material for building. When a literary critic and an architect build on overlaps they have discovered in syllabi for American Poetry and Architecture Studio courses, their teaching collaboration becomes a sustainable maker-space for student work—and for the Humanities more generally. We found that linking a literature survey to an architectural design studio brings materiality and resourcefulness to working with poems and that interacting with the Humanities demonstrates praxis (theory + practice) from the perspective of architectural pedagogy. Our classes also engaged each other through The Repurpose Project, a community space that promotes reuse and diverts waste from the local landfill. The profusion of readily available materials at Repurpose afforded students with a rich sampling of architectural textures and languages, opening new possibilities for thinking and making. In an academic climate that groups literary studies and architecture as “not-STEM,” we designed sustainable and resilient pedagogies that go beyond problem solving. Finding the same quality of renewable resourcefulness in Wallace Stevens’s “Thirteen Ways of Looking at a Blackbird,” we offer 13 tactics for teaching poetry as architecture. Full article