Beginning in earnest in the late 1990s, educational researchers devoted increasing attention to the study of “active learning,” leading to a robust literature on the topic in the scholarship of teaching and learning. Meanwhile, during largely the same period, political theorists discovered the radical philosophy of Giorgio Agamben, which soon after began to ripple through more radical forms of philosophy of education. While both the SoTL works on active learning and writings of “Agambenian” philosophers of (...) education have offered new insights into their respective fields, active learning has not yet received a systematic philosophical reflection and the community of Agambenian philosophy of education has not yet been systematized. This article addresses both gaps, first through an outline of existing Agambenian approaches to the philosophy of education and second by theorizing active learning as a form of “destituent potential.” The systematic reflection on the three threads of Agambenian philosophy of education—whatever, potentiality, and study—offers an introduction to less familiar readers, and the second section offers a model for how philosophical concepts can become theoretical tools for SoTL analysis. (shrink)

Previous research shows that people can use the co-occurrence of words and objects in ambiguous situations (i.e., containing multiple words and objects) to learn word meanings during a brief passive training period (Yu & Smith, 2007). However, learners in the world are not completely passive but can affect how their environment is structured by moving their heads, eyes, and even objects. These actions can indicate attention to a language teacher, who may then be more likely to name the attended objects. (...) Using a novel active learning paradigm in which learners choose which four objects they would like to see named on each successive trial, this study asks whether active learning is superior to passive learning in a cross-situational word learning context. Finding that learners perform better in active learning, we investigate the strategies and discover that most learners use immediate repetition to disambiguate pairings. Unexpectedly, we find that learners who repeat only one pair per trial—an easy way to infer this pair—perform worse than those who repeat multiple pairs per trial. Using a working memory extension to an associative model of word learning with uncertainty and familiarity biases, we investigate individual differences that correlate with these assorted strategies. (shrink)

In this paper I discuss the advantages and challenges of using active learning, when teaching an accounting ethics course offered in higher education . The willingness of an instructor to use active learning in an accounting ethics course may be influenced at least in part by that instructor’s assessment of the advantages and challenges of using active learning. Consequently, my paper may be of assistance to instructors with experience in teaching an accounting ethics course (...) and to instructors who are preparing to teach their initial accounting ethics course. (shrink)

Active learning is becoming increasingly important given the rapid technological changes that the world is facing. Teachers must be aware of this reality and adopt active methodologies that allow students to interact more with their learning process. In other words, the role of the teacher becomes a mediator between the knowledge and learning of their students, offering them active learning tools and methods supported by information and communication technologies. The COVID-19 pandemic has generated (...) many challenges and opportunities that, to date, are reflected in the way higher education institutions teach. This study examines the implementation of active learning in virtual environments within higher education, focusing on teachers’ perceptions. For this purpose, the participation of teachers from the Systems Engineering program at the University of Córdoba, Colombia, was counted. A quantitative and cross-sectional approach was employed, whereby faculty members were administered a Likert-scale questionnaire to assess the use of e-learning tools in four dimensions (frequency, importance, difficulty, and satisfaction). Key findings revealed a strong theoretical appreciation of active learning strategies, particularly collaborative work, but revealed practical gaps in their adoption. While basic tools such as forums and quizzes are frequently used with high satisfaction, advanced strategies such as gamification and simulations have limited adoption owing to insufficient training and resources. This study underscores the need for institutional investment in faculty training, intuitive technological infrastructure, and policies that incentivize pedagogical innovation. These measures are critical for closing the gap between pedagogical intent and practical execution and ensuring equitable and effective active learning in higher education. (shrink)

The purpose of this study was to investigate students’ perceptions of their learning experience through engagement in an active learning strategy termed "deliberative activity," designed to foster the development of moral reasoning. This strategy was implemented in an elective ethics course within a higher education setting. To evaluate the experience, we conducted a pilot case study using two qualitative analysis instruments: an individual survey and a focus group to capture students' perspectives. The qualitative analysis identified three key (...) themes: (1) Pedagogical Design; (2) Application of Ethics to Real-Life Contexts; and (3) Openness to Dialogue. The findings suggest that the proposed strategy could serve as an effective pedagogical tool for incorporating applied ethics into the higher education curriculum, especially in interdisciplinary contexts. Additionally, the results indicate that further research should focus on specific disciplinary contexts and emphasize the need to improve feedback practices during the development of the deliberative activity. This improvement could be achieved by adopting an assessment-for-learning approach, allowing for ongoing feedback throughout the learning process. (shrink)

Introduction. There is a dearth of high-quality evidence on effective, sustainable, and scalable interventions to increase physical activity (PA) and concomitant outcomes in preschoolers. Specifically, there is a need to better understand how the preschool context can be used to increase various types of physically active play to promote holistic child development. The implementation of such interventions require highly competent preschool staffs, however, the competence in promoting PA is often low. The main aim of the ACTNOW study is therefore (...) to investigate the effects of professional development for preschool staffs on child PA and developmental outcomes. Methods. The study will be conducted in Norway 2019-2022 and is designed as a two-arm (intervention; control) cluster randomized controlled trail with 7- and 18-month follow-ups. We aim to recruit 60 preschools and 1200 3-5-year old children to provide sufficient power to detect effect sizes between 0.20 and 0.30. The intervention is nested within two levels: the preschool- and the child. Central to the ACTNOW intervention are opportunities for children to engage in a variety of “enriched”, meaningful and enjoyable physically active play that supports the development of the whole child. To this end, the main intervention is a 7-month professional development/education module for preschool staff, aimed to provide them with the necessary capacity to deliver four core PA components to the children (moderate-to-vigorous PA, motor-challenging PA, cognitively engaging play, and physically active learning). We will include a range of child level outcomes, including physical activity, physical fitness, adiposity, motor skills, socio-emotional health, self-regulation, executive function, and learning. At the preschool level, we will describe implementation and adaptation processes using quantitative and qualitative data. Discussion. Professional development of staff and a whole-child approach that integrates PA with cognitively engaging play and learning activities in the preschool setting may provide a feasible vehicle to enhance both physical and cognitive development in young children. ACTNOW is designed to test this hypothesis to provide a sustainable way to build human capital and provide an early solution to lifelong public health and developmental challenges.Trial registration. The study is registered in Clinicaltrials.gov (https://clinicaltrials.gov/ct2/show/NCT04048967?term=actnow&rank=1) 07.08.2019 with identification number NCT04048967. (shrink)

Ample attention is being paid in the higher education literature to promoting active learning among students. However, critical examination of educational purposes and ends is largely lacki...

Closing the research‐practice gap cannot be achieved by one of the most promising methods, which is to distill and synthesize decades of research to see how the robust findings can work in practice. An alternative approach is proposed, which is to translate a theory of active learning for practitioners.

Despite revisions to curriculum in ethics education in business schools, there continues to be high profile examples of unethical decision making regularly spotlighted in the media. Rather than simply teaching about behaviors and how they might impact decision makers and stakeholders, we describe a suite of activities used to highlight various behaviors and biases that impact the decisions individuals might make. These activities are intertwined with course materials regarding ethics and corporate governance to remind and help students better understand how (...) decision making can be influenced and challenged by personal ethics. We provide lesson planning suggestions including adapting to remote delivery, and student handouts. This suite of activities can be incorporated into any undergraduate or graduate level course that has content dealing with ethical decision making. (shrink)

The purpose of this study was to investigate students’ perceptions of their learning experience through engagement in an active learning strategy termed "deliberative activity," designed to foster the development of moral reasoning. This strategy was implemented in an elective ethics course within a higher education setting. To evaluate the experience, we conducted a pilot case study using two qualitative analysis instruments: an individual survey and a focus group to capture students' perspectives. The qualitative analysis identified three key (...) themes: (1) Pedagogical Design; (2) Application of Ethics to Real-Life Contexts; and (3) Openness to Dialogue. The findings suggest that the proposed strategy could serve as an effective pedagogical tool for incorporating applied ethics into the higher education curriculum, especially in interdisciplinary contexts. Additionally, the results indicate that further research should focus on specific disciplinary contexts and emphasize the need to improve feedback practices during the development of the deliberative activity. This improvement could be achieved by adopting an assessment-for-learning approach, allowing for ongoing feedback throughout the learning process. (shrink)

In Critique of Forms of Life, Rahel Jaeggi develops an immanent critique to evaluate and criticize forms of life. Jaeggi seeks a criterion that relies neither on external nor internal standards but rather on an imminent, non-teleological quasi-standard rooted in ongoing social dynamics. She claims that social learning processes can serve as a standard or indicator of progress within forms of life; however, she does not fully explain how these learning processes demonstrate both normative and functional progress. In (...) this paper, I argue that Jaeggi’s immanent critique requires a more robust conception of agency, one that emphasizes the role of creativity in the dialectical relationship between active and passive learning processes. Such a framework would better capture the progressive and regressive movements within forms of life. Furthermore, I expand on how creativity in narrating forms of life animates active learning processes and determines the success or failure of social transformations from both functional and normative perspectives. I suggest that the focus should be on how individuals and collective groups, as learners, actively transform their social environments through new experiences and imaginative narratives, in order to detect the immanent problems that occur in the learning processes of forms of life themselves. (shrink)

In Critique of Forms of Life, Rahel Jaeggi develops an immanent critique to evaluate and criticize forms of life. Jaeggi seeks a criterion that relies neither on external nor internal standards but rather on an imminent, non-teleological quasi-standard rooted in ongoing social dynamics. She claims that social learning processes can serve as a standard or indicator of progress within forms of life; however, she does not fully explain how these learning processes demonstrate both normative and functional progress. In (...) this paper, I argue that Jaeggi’s immanent critique requires a more robust conception of agency, one that emphasizes the role of creativity in the dialectical relationship between active and passive learning processes. Such a framework would better capture the progressive and regressive movements within forms of life. Furthermore, I expand on how creativity in narrating forms of life animates active learning processes and determines the success or failure of social transformations from both functional and normative perspectives. I suggest that the focus should be on how individuals and collective groups, as learners, actively transform their social environments through new experiences and imaginative narratives, in order to detect the immanent problems that occur in the learning processes of forms of life themselves. (shrink)

Background It is thought that increasing the effectiveness of ethics education provided in undergraduate nursing programs will increase students’ decision-making skills. Aim The purpose of this study is to examine the effectiveness of ethics education in nursing provided with active learning methods and its effect on students’ ethical decision-making levels. Research design This study has a pre-test–post-test quasi-experimental design. It was conducted following the Transparent Reporting of Evaluations with Nonrandomized Designs (TREND) checklist. A structured educational program were used (...) during the course. Participants and research context The sample of the study consists of 100 students taking the “Ethics in Nursing” course in the nursing department of a university located in the orth of Turkey. Ethical consideration After receiving the ethics committee approval (Date: 21.02.2024 Number: 22) the purpose, content, scope of the study were explained to students with confirmation that the research data would not be used to evaluate course success. Written permission was obtained utilising an informed consent form. Findings At the end of the course, it was determined that the students’ Nursing Principled Thinking scores increased statistically significantly; Practical Consideration and Familiarty scores decreased significantly. Also it was determined that the general score and sub-dimension scores of Nursing Effectiveness of Ethics Education Scale were above the average. Conclusion It can be said that ethics education given with active learning methods has a positive effect on the development of students’ personal morality, ethical reasoning skills and ethical behavior. In addition, it was observed that at the end of the education, students used their moral thinking skills more when making decisions during ethical dilemmas and were more familiar with dilemmas. (shrink)

Giving feedback during active learning is an important, though difficult, task for teachers. In the present study, the problems elementary school teachers perceive and the beliefs they hold regarding this task were investigated. It appeared that teachers believe conditional teacher skills, especially time management, hinder them most from giving good feedback. The most widely held belief was that ?feedback should be positive?. Teachers also believed that it is important to adopt a facilitative way of giving feedback, but they (...) found this difficult to implement. Only some teachers believed goal-directedness and a focus on student meta-cognition were important during active learning and teachers did not perceive problems regarding these aspects. It was discussed whether teachers? feedback behaviour was in line with these perceived problems and beliefs. The results give directions for the professional development of teachers to improve their feedback during active learning. (shrink)

A teacher’s use of classroom space via embodied movement enacts a specific spatial pedagogy and has a significant impact on the nature of teaching and learning that can take place. The ubiquity and large expenditure in renovating university learning environments have not been accompanied by well-informed research due to a tendency to background embodied movement in pedagogic investigations. This paper explores the semiotic potentials and pedagogic functions of one teacher’s embodied movement in an Active Learning Classroom (...) in a tertiary setting. It maps out the interrelationship of embodied movement and space as an entanglement of materiality and practice, which complements existing research that relates movement to space only in terms of layout and composition. By conducting a nuanced multimodal analysis of one teacher’s co-patterns of movement and speech in a tertiary lesson, this paper finds that co-patterns of embodied movement and speech in the classroom can segment phases of pedagogic discourse into five secondary phases and that these phases congruently enact different types of space to modulate the teacher-student relationship and enact different pedagogic roles. The paper concludes with a discussion of the implication of embodied movement on classroom design and pedagogic practice. (shrink)

This article argues that weekly “tiny research assignments” in introductory health law courses promote active learning and deepen student engagement. These focused exercises also build foundational research and communication skills by replacing passive lecture with concise, student-driven investigation tied to each week’s topic.

With the increasing prevalence of Internet usage, Internet-Delivered Psychological Treatment (IDPT) has become a valuable tool to develop improved treatments of mental disorders. IDPT becomes complicated and labor intensive because of overlapping emotion in mental health. To create a usable learning application for IDPT requires diverse labeled datasets containing an adequate set of linguistic properties to extract word representations and segmentations of emotions. In medical applications, it is challenging to successfully refine such datasets since emotion-aware labeling is time consuming. (...) Other known issues include vocabulary sizes per class, data source, method of creation, and baseline for the human performance level. This paper focuses on the application of personalized mental health interventions using Natural Language Processing (NLP) and attention-based in-depth entropy active learning. The objective of this research is to increase the trainable instances using a semantic clustering mechanism. For this purpose, we propose a method based on synonym expansion by semantic vectors. Semantic vectors based on semantic information derived from the context in which it appears are clustered. The resulting similarity metrics help to select the subset of unlabeled text by using semantic information. The proposed method separates unlabeled text and includes it in the next active learning mechanism cycle. Our method updates model training by using the new training points. The cycle continues until it reaches an optimal solution, and it converts all the unlabeled text into the training set. Our in-depth experimental results show that the synonym expansion semantic vectors help enhance training accuracy while not harming the results. The bidirectional Long Short-Term Memory (LSTM) architecture with an attention mechanism achieved 0.85 Receiver Operating Characteristic (ROC curve) on the blind test set. The learned embedding is then used to visualize the activated word's contribution to each symptom and find the psychiatrist's qualitative agreement. Our method improves the detection rate of depression symptoms from online forum text using the unlabeled forum texts. (shrink)

This study aims to critique the concept of active learning in childhood education based on Hegelian Bildung. We have defined childhood education from the perspective of Hegel’s Bildung in The Phenomenology of Spirit. We describe childhood education as a ‘primary Bildung’ having the aim of ‘entering into the conceptual world’. This aim indicates that children can and are required to express their experiences in conceptual language. Finally, we critique the conceptual components of active learning from the (...) Hegelian point of view and suggest three alternative components: ‘child-educator interaction’, ‘understanding historical knowledge’, and ‘addressing concrete-abstract affairs.’ We suggest that the concept of active learning needs to be replaced by ‘Communicative-Interactive Learning (CIL)’. CIL takes both objectivity and subjectivity into account during the process of knowledge formation in education. (shrink)

This paper is a discussion of the concept ‘student active forms of learning’. It aims not at conclusions, but at a perspicuous representation—a map for future navigation and understanding of the concept. From the perspective of philosophy of education, I characterize and discuss issues relating to student active learning in the paper. The context for my discussion is higher education. Further, I contrast student active learning to a form of learning that is allegedly (...) passive, the lecture, which traditionally is the main form of learning in higher education. I proceed by assessing arguments in favor of the two forms by way of a philosophical analysis, a main component of which is transparent exposition. Positive conclusions are not the main concern, but rather to demonstrate possibilities. Still, two results of the discussions in the paper are noteworthy: ‘student active learning’ is a weak construct, it being too general or even contradictory; the lecture is not passive, and a student-centered education, consequently, should not be construed as a dismissal of lecturing. (shrink)

In this article, I describe my experience of preparing and delivering a brand new computing undergraduate course in a new university and in doing so, share how the special institutional push of the active learning pedagogy of the university changed the way I prepared and delivered the course, and ended up transforming my own view of teaching. I was faced with an unusual cohort of students who were already familiar with active learning styles in classes, were (...) proactive, vocal, and argumentative, were not afraid of making mistakes and of challenging the authorities, were extremely articulate expressing themselves and who had worked in a project- and team-based setting throughout the programme. As such, a very different method of teaching needed to be in place, not for the purpose of improving the in-class engagement, but out of necessity. In the process of creating and running this course, I witnessed a major shift in the allocation of my time, efforts and other resources: from general to specific, from teaching to advising to observing, from elaborate preclass preparations to impromptu, in-class discussions, thus bringing all my design skills and experiences to the table. (shrink)

Although John Dewey has had the most profound effect on education, less is known about the philosophy of education of the original founder of pragmatism, Charles Peirce Using Peirce’s theory of formal rhetoric, I try to show that Peirce’s philosophy of education, when fully understood, is aligned with Dewey’s pedagogy of experiential learning, and can provide a justification for the promotion of active learning in the classroom. Peirce’s rhetoric, as one part of his logical or semiotic theory, (...) argues that reasoning alone is not sufficient to gain knowledge, but that it must be embedded within a community of inquiry, of a certain sort. Applying this to the classroom, I argue that we, as teachers, should endeavor to create the features of a proper community of inquiry in the classroom, one that emphasizes engagement of the students in doing research rather than passively receiving information about its results. (shrink)

Legislative houses all over the world are adopting tools based on artificial intelligence to support their work. The incorporation of these tools can improve the analysis of the text of the proposed new laws and speed the preparation and discussion of new laws. The performance of artificial intelligence tools for text processing tasks is largely affected by the corpora used, which should ideally be adapted for the specific domain. When dealing with legislative corpora, text segmentation is often necessary due to (...) the distinct purposes of legislative segments within the overall bill structure. While rule-based approaches can be effective in cases where the data follows a consistent format, they fail when inconsistencies arise in the formatting of legislative bills. In this study, we extensively investigate the use of weak supervision and active learning to accurately segment over 100,000 Brazilian federal legislative bills using a sequence tagging approach. The experiments demonstrated that both BERT and LSTM models achieved high statistical performance without the limitations of rule-based systems. In segmenting long documents beyond the limited context window of BERT, we find that simple moving windows suffice because the required context for accurate legislative segmentation is mostly local. We also conducted an analysis of transfer learning from our monolingual models to French, Italian, German, and English (US) legislative texts. According to our experimental results our models present non-trivial zero-shot and effective out-of-distribution fine-tuning performance, suggesting potential avenues for multilingual legislative segmentation without the need for computationally expensive models. The models, data, and code are publicly available at https://github.com/ulysses-camara/ulysses-segmenter. (shrink)

According to rational pedagogy models, learners take into account the way in which teachers generate evidence, and teachers take into account the way in which learners assimilate that evidence. The authors develop a framework for integrating rational pedagogy into models of active exploration, in which agents can take actions to influence the evidence they gather from the environment. The key idea is that a single agent can be both teacher and learner.

The teaching of ethics in teacher education programs is crucial for fostering the moral and ethical development of prospective teachers and shaping them into ethical role models for future students. This study, employing qualitative case study research, gathered data from undergraduates in teacher education programs to explore the best approaches for ethics education. It found that combining digital and case-based pedagogical methods, fostering an open-minded attitude among lecturers, and implementing a blend of Socratic and active learning techniques leads (...) to the most favorable outcomes. Additionally, continuous formative assessment throughout the academic year is essential. To cultivate a teaching workforce with strong ethical and moral values, undergraduate courses in ethics and morality should be thought-provoking, integrating real-life cases with a mix of digital and tangible resources. The ethics course lecturer should not only serve as a role model and exhibit a caring disposition but also use effective teaching methodologies. The paper details key themes and categories for successful ethics instruction and offers specific recommendations. (shrink)

Students’ active learning behavior determines learning performance. In post-COVID-19 period, Online Merging Offline method become a common way of university students’ learning. However, at present, there are few studies in active learning behavior in the OMO mode. Combined with learning satisfaction and Technology Acceptance Model, this paper proposes an Online Active Learning Model to predict the influencing factors of college students’ active learning behavior and then analyzes the differences between (...) OMO model and pure online model by multi-group analysis based on the model. The designed questionnaire was distributed, and a total of 498 valid questionnaires were collected. Using SmartPLS to analyze partial least squares structural equation modeling and MGA, it is found that: there are differences in the influencing factors of active learning between OMO and pure online model; the moderating effect of learning complaint in OMO mode is not established, and social isolation and age does not affect active learning in OMO mode; learning quality, perceived ease of use, expectation, perceived usefulness, and social isolation indirectly affect active learning through learning satisfaction in both OMO model and pure online model; learning satisfaction is an important mediating variable affecting active learning; and learning complaints will negatively regulate the relationship between learning satisfaction and active learning only in pure online model. According to these findings, the paper provides theoretical and practical implementation suggestions implications for OMO teaching and OAL to ensure the expected learning outcome. (shrink)

The importance of enchancing metacognition and encouraging active learning in philosophy teaching has been increasingly recognised in recent years. Yet traditional teaching methods have not always centralised helping students to become reflectively and critically aware of the quality and consistency of their own thinking. This is particularly relevant when teaching moral philosophy, where apparently inconsistent intuitions and responses are common. In this paper I discuss the theoretical basis of the relevance of metacognition and active learning for (...) teaching moral philosophy. Applying recent discussions of metacognition, intuition conflicts and survey-based teaching techniques, I then outline a strategy for encouraging metacognitive awareness of tensions in students’ pretheoretical beliefs, and developing a critical self-awareness of their development as moral thinkers. (shrink)

Driven and influenced by learning theory and information technology, the form of the classroom environment in higher education is constantly changing. While traditional lecture classrooms focus on efficient learning modes and economical space layouts, active learning classrooms focus more on active learning psychology and adaptive space perception. Although existing studies have explored the development of educational and technological domains in the classroom, a comparative study of these two classroom environments and students’ learning perceptions (...) has not been conducted. Hence, using a questionnaire, this study collected subjective perception reports from 316 students in traditional lecture classrooms versus active learning classrooms. By analyzing Likert scales of student satisfaction in two classroom environments, the study found the following: learning support dimensions in both classroom environments required improvements; space and furniture perception, physical and decorative environment are critical factors in improving students’ perceptions in the lecture classroom; space perception is the critical factor in enhancing students’ perception in the active learning classroom. These findings can serve as good references and useful insights for future classroom design and optimization to build enriched and inclusive learning environments to help students gain a more positive perception of learning. (shrink)

Graduate students’ failure to graduate is of great concern, with the failure to graduate due to the dissertation being the most influential factor. However, there are many factors that influence the writing of a dissertation, and research on these factors that influence graduate students’ learning through emotion and cognition is still quite rare. A review of past research revealed that the main factor causing graduate students to drop out midway is not completing their thesis, followed by factors including insufficient (...) achievement motivation, lack of learning strategy, and low confidence. The graduation rate of graduate students has been emphasized by the academic community; therefore, this study investigated the correlation between graduate students’ achievement motivation, active learning, and academic confidence in writing research. The study invited graduated students from two universities of science and technology situated in the northern region of Taiwan to complete the questionnaire. In this study, valid data for validation analysis were collected from 173 respondents, and the results showed that achievement motivation positively influenced active learning and that active learning positively influenced academic confidence. From the above findings, it can be seen that to help graduate students from University of Science and Technology to effectively complete their graduate studies, students should develop good motivation to adopt active learning strategies to enhance their academic self-confidence. (shrink)

The present study focuses on the observation of learning processes as they emerge in the context of conversations among two students in three successive tasks designed to foster conceptual change in proportional reasoning. The three tasks were set according to a pre-test treatment post-test paradigm. In the pre-test and the post-test tasks, the two students solved individually several items in the presence of an experimenter. In the treatment task, the two students worked as a dyad to solve similar items; (...) they used a balance to check their conclusions and subsequently continued solving the items when the weighing did not match their expectations. We adopt a micro-genetic approach and develop new analytical tools to observe what happened in the conversation . Throughout the three successive tasks, we observed the interplay between tools, peers, experimenter, and task demands and how they are managed through the rules of conversation. We identified four processes that involved the emergence of new high-order strategies from coordinated actions distributed among peers, the guidance of the experimenter in coordinating actions, and ways the participation in solving a previous task was actualized in a successive one. (shrink)

This paper presents an intervention study on the effects of the combined methods of (1) the Socratic method, (2) Chain of Thought (CoT) reasoning, (3) simplified gamification and (4) formative feedback on university students' Maths learning driven by large language models (LLMs). We call our approach Mathematics Explanations through Games by AI LLMs (MEGA). Some students struggle with Maths and as a result avoid Math-related discipline or subjects despite the importance of Maths across many fields, including signal processing. Oftentimes, (...) students' Maths difficulties stem from suboptimal pedagogy. We compared the MEGA method to the traditional step-by-step (CoT) method to ascertain which is better by using a within-group design after randomly assigning questions for the participants, who are university students. Samples (n=60) were randomly drawn from each of the two test sets of the Grade School Math 8K (GSM8K) and Mathematics Aptitude Test of Heuristics (MATH) datasets, based on the error margin of 11%, the confidence level of 90%, and a manageable number of samples for the student evaluators. These samples were used to evaluate two capable LLMs at length (Generative Pretrained Transformer 4o (GPT4o) and Claude 3.5 Sonnet) out of the initial six that were tested for capability. The results showed that students agree in more instances that the MEGA method is experienced as better for learning for both datasets. It is even much better than the CoT (47.5% compared to 26.67%) in the more difficult MATH dataset, indicating that MEGA is better at explaining difficult Maths problems. (shrink)

La complejidad de los desafíos que plantea el siglo XXI interpelan a la innovación, especialmente en el ámbito pedagógico, por su presencia, relevancia y potencialidad para la generación de soluciones, formas de acción y formación que sean asumibles por la ciudadanía, principalmente quienes están inmersos en su proceso educativo. Por ello, este trabajo tiene la finalidad de proponer las metodologías activas como medios idóneos para implementar la innovación educativa centrada en los procesos sociales, que ponga a las personas al centro (...) del fenómeno, como seres en formación y, asimismo, como creadores y mantenedores de innovaciones promotoras de bienestar. Inicialmente, se esbozan las dificultades del esfuerzo de renovación pedagógica, en algunos de sus textos y momentos fundamentales, para responder a los retos y amenazas que enfrentan las sociedades contemporáneas, discutiéndose algunas nociones relevantes de teoría y filosofía de la educación. Seguidamente, esta aportación trata de sumarse a las reflexiones en curso sobre filosofía de la innovación, como disciplina en germen, que debe a su vez vincularse con una propuesta para una filosofía de la innovación educativa. Se pretende a continuación problematizar, bajo estas premisas teóricas, la creatividad pedagógica y los programas de acción vinculados a la tradición del activismo y a las recientes propuestas de las Metodologías Activas de Aprendizaje, a través de la aportación del enfoque social de la innovación educativa. (shrink)

Context: The main aim in organizing academic conferences is to share and develop knowledge in the focus area of the conference. Most conferences, however, are organized in a traditional way: two or three keynote presentations and a series of parallel sessions where participants present their research work, mainly using PowerPoint or Prezi presentations, with little interaction between participants. Problem: Each year, a huge number of academic events and conferences is organized. Yet their typical design is mainly based on a passive (...) way of sharing knowledge. No models for an adequate conference design and an appropriate learning environment are available. The overall conference design, however, is a crucial aspect in the learning of the participants and deserves special attention from conference organizers. Method: I have organized around 15 carefully designed conferences and on the way knowledge sharing and knowledge development was stimulated at these events. These conferences included less traditional conference designs, collective learning and explicit sharing of understanding between participants. Results: Collaboration in small groups and joint plenary discussions, plenty of time for interaction and generous feedback to presenters turn out to be very valuable for consolidating knowledge and envisioning future developments in a discipline. Also, it is our experience that the presence of design objects as a trigger and catalyst for discussing and learning makes a huge difference in sharing and developing new knowledge. This paper aims to highlight the importance and raise awareness of different methods of stimulating the construction of knowledge by conference participants. I hope it will inspire future conference organizers and help them to induce more deliberate knowledge construction amongst participants. Implications: Insights from this paper are relevant for all conference organizers, especially those in the domain of architecture, arts and design. It has become clear that it is beneficial to have exhibit-type presentations as well as moments of collective learning. Organizers are recommended to adopt an explicit conference design. Constructivist content: Following a constructivist approach to learning environments, this paper stresses the importance of scheduling moments of active and collective learning and knowledge construction explicitly during academic conferences. (shrink)

Journal of Philosophy of Education, Volume 55, Issue 1, Page 204-214, February 2021.