Active Learning Methodologies Research Articles

Enhancing academic performance and student engagement in health education: insights from Work Station Learning Activities (WSLA)

Making health science students aware of the importance of basic science knowledge for professional practice is a major educational challenge, especially during the early years of preclinical courses. Here, using an integrated curricular approach, we analyze whether Work Station Learning Activities (WSLA), which combine active learning methodologies for teaching basic science in clinical scenarios, can help to develop deeper learning and student engagement. In order to increase student motivation, we evaluated the effectiveness of WSLA using statistical analyses and an observation tool based on the ICAP (Interactive, Constructive, Active, and Passive) framework, which categorizes learning tasks based on the nature of student engagement. Statistical analyses revealed positive correlations between the different summative evaluations along the development of the activities, indicating the learning process inherent to WSLA progression and affirming the positive influence of WSLA on academic outcomes. Comparing the pre- and post-tests, students scored significantly higher on the post-test (statistically significant p < 0.001). WSLA promotes both constructivist and interactive learning, as validated by its alignment with the ICAP model. The study examines student engagement through systematic observation, revealing a relationship between student engagement and final grades. Students who exhibit constructive learning consistently earn higher grades, emphasizing the positive impact of active engagement. Thus, passive behavior profiles show a significant proportion of fails (40%), while constructive profiles stand out as the sole recipients of the coveted excellent rating. Ultimately, this study contributes to our understanding of the effectiveness of WSLA in promoting active learning and enhancing student engagement within integrated health education curricula. It highlights the importance of active learning behaviors for academic success and suggests avenues for further research to optimize integrated teaching methodologies in medical education.

Revolutionizing Sports Education: Harnessing Innovations and Technology for Enhanced Learning

This paper explores cutting-edge innovations in sports education, focusing on active learning strategies, the flipped classroom model, gamification, differentiated instruction, and the integration of technology. Active learning methodologies, such as problem-based learning and cooperative learning, engage students in critical thinking and collaborative problem-solving, while the flipped classroom model prioritizes experiential learning and learner autonomy. Gamification principles add elements of competition and rewards to enhance motivation and engagement, while differentiated instruction tailors learning experiences to individual student needs. Furthermore, technology integration, including virtual reality simulations, wearable technology, and online learning platforms, revolutionizes sports education by providing immersive experiences, real-time performance monitoring, and personalized learning pathways. Through a comprehensive review and analysis, this paper elucidates the transformative potential of these innovations in optimizing student learning outcomes and preparing athletes for success both on and off the field.

Educational environment in active learning and its possibilities in modern pedagogical process

An active learning environment represents a dynamic shift in modern pedagogical practices, emphasizing student engagement, collaboration, and critical thinking. This process explores the possibilities inherent in active learning methodologies within the modern educational landscape. By developing interactive experiences, hands-on activities, and realworld applications, active learning enables students to actively construct their knowledge. Through this approach, educators facilitate deeper understanding and retention while developing key skills for continuous improvement. We will explore the transformational potential of active learning paradigms to increase the quality and effectiveness of the pedagogical process in modern educational conditions.

How can we ensure limited individual tutorial time is reflective? The reflective individual tutoring model for higher education

ABSTRACT University tutoring can play an important role in the transition from content-centered learning to student-centered learning in the transformations that are taking place in higher education institutions. This transition needs evidence-based proposals that go in this direction but that adapt to what teachers are already doing when they individually tutor their students without adding new workloads to their saturated schedules. Reflective Learning is conceived as an active Student-Centered Learning methodology that aims to increase learners’ agency, focusing specifically on developing learners’ capacities to influence their learning environments and their lifelong learning trajectories. However, to the best of our knowledge, there is no model that describes how to implement reflective individual tutoring in higher education, leaving a significant gap in knowledge and research about this area of university teaching activity. The aim of this work is to present the RITHE (Reflective Individual Tutoring in Higher Education) model, based, on one hand, on the lessons learned studying highly effective tutors in primary and secondary education, and on the other, on the theoretical and methodological principles of reflective learning. This article will explain a tutorial proposal, which is structured in three blocks and seven phases. The model is intended to serve as a guide for university educators, with applications in various areas of knowledge, and to encourage evidence-based practice research on the subject.

Role-playing as a method for the improvement of ethical competences in social work: a case study

ABSTRACT Role-playing is an active learning methodology that is increasingly playing a central role in the educational process: in our case, in the subject of Ethics Applied to Social Work. We present research based on a case study that applied role-playing as a methodology to improve the ethical competences of students. With a sample of 99 students, we conducted a pre-test and post-test evaluation of the effects of using the Attitudes Toward Professional Ethics scale. We conclude that role-playing significantly increases professional ethical competence in the area of social work. This research highlights several positive aspects of active methodologies such as this one, particularly their pedagogical application in social work training and the improvement of transversal competences such as ethical competence.

EDUCAÇÃO EM/PARA DIREITOS HUMANOS COM A METODOLOGIA DA APRENDIZAGEM BASEADA EM PROBLEMAS

O objetivo geral da pesquisa foi analisar como a metodologia ativa da Aprendizagem Baseada em Problemas (PBL) pode auxiliar na construção do pensamento crítico reflexivo no que se refere aos Direitos Humanos. A metodologia utilizada foi a pesquisa qualitativa do tipo intervenção. Foram participantes 05 alunos do ensino médio de uma rede pública estadual e a professora que também atuou como pesquisadora. Para a aplicação da metodologia PBL, foi elaborado um problema com a temática injustiça/desigualdade social.  Foram usados para a coleta de dados, a observação dos sete passos do PBL feitos no grupo durante a discussão do problema, os documentos de registro de todos os passos do PBL elaborados pelo relator dos grupos, e um documento de resolução do problema em formato de redação, que foi elaborado de forma colaborativa. A análise dos dados permitiu verificar que o PBL foi avaliado positivamente pelo grupo em função da sua estrutura e didática, de forma que, além de construírem conceitos sobre Direitos Humanos, possibilitou a aprendizagem mais ativa e colaborativa. PALAVRAS CHAVE: Educação; Direitos Humanos; metodologia ativa; aprendizagem baseada em problema. ABSTRACT The general objective of the research was to analyze how the active methodology of Problem-Based Learning (PBL) can help in the construction of reflective critical thinking with regard to Human Rights. The methodology used was qualitative research of the intervention type. Participants were 05 high school students from a public state network and the teacher who also acted as a researcher. For the application of the PBL methodology, a problem with the theme of social injustice/inequality was elaborated. For data collection, the observation of the seven steps of the PBL performed in the group during the discussion of the problem, the documents recording all the steps of the PBL prepared by the rapporteur of the groups, and a document of resolution of the problem in format of essay, which was prepared collaboratively. Data analysis allowed us to verify that the PBL was positively evaluated by the group due to its structure and didactics, so that, in addition to building concepts about Human Rights, it enabled more active and collaborative learning. Keywords: Education; Human rights; active methodology; problem-based learning. ABSTRACT The general objective of the research was to analyze how the active methodology of Problem-Based Learning (PBL) can help in the construction of reflective critical thinking with regard to Human Rights. The methodology used was qualitative research of the intervention type. Participants were 05 high school students from a public state network and the teacher who also acted as a researcher. For the application of the PBL methodology, a problem with the theme of social injustice/inequality was elaborated. For data collection, the observation of the seven steps of the PBL performed in the group during the discussion of the problem, the documents recording all the steps of the PBL prepared by the rapporteur of the groups, and a document of resolution of the problem in format of essay, which was prepared collaboratively. Data analysis allowed us to verify that the PBL was positively evaluated by the group due to its structure and didactics, so that, in addition to building concepts about Human Rights, it enabled more active and collaborative learning. Keywords: Education; Human rights; active methodology; problem-based learning.

Innovative Strategies for Early Autism Diagnosis: Active Learning and Domain Adaptation Optimization.

The early diagnosis of autism spectrum disorder (ASD) encounters challenges stemming from domain variations in facial image datasets. This study investigates the potential of active learning, particularly uncertainty-based sampling, for domain adaptation in early ASD diagnosis. Our focus is on improving model performance across diverse data sources. Utilizing the Kaggle ASD and YTUIA datasets, we meticulously analyze domain variations and assess transfer learning and active learning methodologies. Two state-of-the-art convolutional neural networks, Xception and ResNet50V2, pretrained on distinct datasets, demonstrate noteworthy accuracies of 95% on Kaggle ASD and 96% on YTUIA, respectively. However, combining datasets results in a modest decline in average accuracy, underscoring the necessity for effective domain adaptation techniques. We employ uncertainty-based active learning to address this, which significantly mitigates the accuracy drop. Xception and ResNet50V2 achieve 80% and 79% accuracy when pretrained on Kaggle ASD and applying active learning on YTUIA, respectively. Our findings highlight the efficacy of uncertainty-based active learning for domain adaptation, showcasing its potential to enhance accuracy and reduce annotation needs in early ASD diagnosis. This study contributes to the growing body of literature on ASD diagnosis methodologies. Future research should delve deeper into refining active learning strategies, ultimately paving the way for more robust and efficient ASD detection tools across diverse datasets.

TEACHING AND APPLYING WATER CONSUMPTION SIMULTANEITY IN RESIDENTIAL: AN ACTIVE LEARNING PROJECT-BASED ENGINEERING APPROACH

In the present project, spanning from April 2020 to August 2022, the study focused on Hydraulic Engineering I within the Civil Engineering program and the Hydrosanitary Installation Project in the Architecture program. The objectives included calculating the simultaneity coefficient and determining the maximum probable flow for each student's residence. To achieve these objectives, active learning methodologies, specifically project-based learning (PBL), were adeptly employed to enrich students' practical knowledge and foster collaboration. The process began with architectural surveys of residential properties, followed by inventories of pipes, sanitary appliances, and wet rooms. Measurements of flow rates at various faucet openings (25%, 50%, 75%, and 100%) were conducted, along with the recording of operating pressures within home networks. This data served as the foundation for creating calibration curves, a process carried out over 120 days. Using the collected data, each student developed a hydraulic model of their network and compared the software results to practical measurements. The participants calculated the simultaneity coefficient (Ks) and maximum possible flow for their dwellings using hydraulic design concepts and regulatory standards. The results were documented in technical reports, a video tutorial, and infographics. The research highlights the importance of understanding residential water usage patterns and their potential for optimizing water delivery systems. It also underscores the value of experiential learning, which helps students bridge theory and practice, enhancing technical skills and their understanding of hydraulic engineering.

ACTIVE METHODOLOGIES

This article addresses the theme “Active Methodologies: Active Methodologies as a Pedagogical Tool” and addresses the use of Active Methodologies as an innovative way to promote more meaningful and engaging learning. The article provides a comprehensive introduction to Active Methodologies, highlighting their core principles and how they differ from more traditional teaching strategies. It then discusses the practical application of these methodologies in the classroom, focusing on approaches such as problem-based learning, collaborative learning, and investment in the classroom. methodologies in the classroom. The potential benefits of using active learning methodologies are also explored, along with the challenges that educators may face when using these approaches. These benefits include greater engagement, empowerment, and application of knowledge in real-world situations. The article is based on relevant theoretical studies and references, such as the works of Araujo and Ramos (2023), Diesel, Baldez and Martins (2017), Nascimento and Coutinho (2016), Santos (2019) and others. By providing a comprehensive view of the subject, this article seeks to contribute to the understanding and adoption of Active Methodologies as a transformative pedagogical tool.

Learning Styles Impact Students’ Perceptions on Active Learning Methodologies: A Case Study on the Use of Live Coding and Short Programming Exercises

This research paper explores the effectiveness of live coding as an active learning methodology in teaching programming, particularly in the context of diverse learning styles. Live coding, characterized by real-time coding demonstrations by instructors, has been increasingly adopted to enhance the learning experience in programming education. It offers immediate feedback, demonstrates problem-solving in action, and allows instructors to incorporate student suggestions, making it a dynamic and engaging teaching tool. However, its effectiveness varies among students with different learning preferences. This study investigates the impact of various learning style dimensions, as defined by the Felder–Silverman model, on the effectiveness of live coding in an introductory object-oriented programming course. The study was conducted at Aalborg University, Denmark, with students from the BSc Software program. It aims to provide empirical evidence on how different learning style dimensions influence student preferences and the effectiveness of live coding, offering insights to educators for tailoring active learning methodologies in programming courses to diverse learner needs.

Integrating technologies, active methodologies, and curriculum: promoting interactivity in the teaching-learning process

This study, based on a Systematic Literature Review (SLR), sought to understand how the fusion of emerging technologies, active learning methodologies, and curriculum could optimize education. The analysis of a successful practice by a history teacher, who used Virtual Reality to engage his students in the construction of historical knowledge, was one of the highlights. The strategy of integrating innovative technologies and active learning methodologies proved promising for improving education, especially when aligned with student-centered and interdisciplinary curricula. The pandemic highlighted the flexibility of teaching, with practices such as interactive virtual classes and virtual reality simulations keeping education active in remote environments. Interactivity is crucial in the teaching-learning process, as it stimulates student engagement and broadens the understanding of concepts. In the face of constant global changes, students need to be equipped with adaptable skills and critical thinking. Therefore, the intersection between technologies, active methodologies, and curriculum creates fertile ground for a more engaging and effective education. The continuous exploration and application of these approaches will significantly contribute to the creation of an enriching and effective teaching environment.

ChemSpaceAL: An efficient active learning methodology applied to protein-specific molecular generation

ChemSpaceAL: An efficient active learning methodology applied to protein-specific molecular generation

USING “CANVA FOR EDUCATION” APPLICATION WITH COLLABORATIVE LEARNING IN VISUAL ARTS LESSON: SAMPLE ACTIVITIES FOR TEACHERS

The proliferation of Web 2.0 tools in visual arts education has ushered in multifaceted learning environments that cater to diverse sensory experiences. Among these tools, Canva for Education stands out, offering an array of visual assets, content, and templates for diverse design endeavors. This tool not only augments learning experiences but also enhances creativity by piquing students' engagement through its myriad features. Nonetheless, the efficacy of such a tool is augmented when intertwined with active learning methodologies in pedagogical settings. Specifically, when Canva for Education is embedded within a collaborative learning framework, it fosters a distinct learning milieu, promoting peer-to-peer interactions. In this paper, activities that can be implemented in collaborative groups with Canva for Education application in middle school visual arts class were introduced. These activities were prepared within the framework of the objectives related to the use of technology in visual arts curriculum in Turkey. Within the scope of this study, products developed with different design types are presented to guide teachers. It is thought that these activities will provide insights for practitioners and students on the use of Canva for Education.

ChemSpaceAL: An Efficient Active Learning Methodology Applied to Protein-Specific Molecular Generation.

The incredible capabilities of generative artificial intelligence models have inevitably led to their application in the domain of drug discovery. Within this domain, the vastness of chemical space motivates the development of more efficient methods for identifying regions with molecules that exhibit desired characteristics. In this work, we present a computationally efficient active learning methodology and demonstrate its applicability to targeted molecular generation. When applied to c-Abl kinase, a protein with FDA-approved small-molecule inhibitors, the model learns to generate molecules similar to the inhibitors without prior knowledge of their existence and even reproduces two of them exactly. We also show that the methodology is effective for a protein without any commercially available small-molecule inhibitors, the HNH domain of the CRISPR-associated protein 9 (Cas9) enzyme. To facilitate implementation and reproducibility, we made all of our software available through the open-source ChemSpaceAL Python package.

Strategies and challenges of teaching Indonesian to foreign speakers at Bandung State University

Considering the ongoing era of globalization, the importance of teaching Indonesian to foreign residents is increasing. Indonesian, as the official language of Indonesia, has important meaning as the main language in Southeast Asia. In addition, this language is recognized as one of the official languages of ASEAN and has an important function in encouraging international cooperation. As a result, more and more people from various countries are choosing to master Indonesian for academic, commercial or personal purposes. However, empirical evidence shows that several challenges hinder cultural exchange in BIPA education. These include the lack of Indonesian language skills among international students at the elementary level, the rise of bilingualism in Indonesian society, cross-cultural differences, the speed of communication in Indonesian society, and even low motivation among international students. This report explores the challenges and strategies involved in teaching at Bandung State University. This research aims to increase the effectiveness of teaching Indonesian to non-native students by overcoming various challenges faced in the teaching and learning process. This research uses a qualitative approach and uses in-depth interviews as the main method of data collection. The research involved 8 Indonesian language lecturers from various countries who taught non-native speakers. Research findings show that the main problem is the complicated Indonesian grammar, which is an obstacle for non-native speakers to understand. In addition, it is very important to modify the teaching methodology to meet the preferences and learning needs of international students. One approach to overcome this problem is to simplify grammar teaching by using practical illustrations. In addition, this research reveals the importance for BIPA teachers to consider the balance between language skills and non-skills material, cross-cultural factors for both students and teachers, student characteristics, students' goals in learning BIPA and selecting learning methods that suit their needs. Target. These features can be enhanced by incorporating active learning methodologies, such as role-playing, into a student-centered teaching style tailored to the specific needs and preferences of international students.

Introducing mobile learning in sport management education: Exploring gender differences in Pinterest usage

We live in an increasingly interconnected world thanks to the advance of digitalization. Digital tools such as mobile devices or social media platforms have transformed the way in which people and organizations relate to each other. Higher education and sports are two of the areas of society where we have seen more changes caused by the rise of digitalization. In education, digital tools have revolutionized the way in which classes are taught, moving classrooms toward hybrid or online models. In the case of sport, digital tools such as social media are essential for sport managers when interacting with the sport ecosystem. Despite the advances that digital technology is bringing about in society, studies exploring the potential of social media and digital tools in sport management classrooms are scarce. This work explores the possibilities that a little-studied social media platform, such as Pinterest, offers when introduced in the classroom through mobile-based learning and active learning methodologies. In addition, and in a pioneering way in the case of Pinterest, it explores the possible differences depending on the gender of the students. A total of 72 students of the “Sports Equipment and Facilities” course at a Spanish university participated in this study. After finishing the educational intervention with Pinterest, students completed a questionnaire to share their perceptions. Subsequently, t-tests for independent samples were performed through the statistical package SPSS 27.0. The results obtained highlight that all students, regardless of gender, had a positive perception of Pinterest in the teaching-learning process. In addition, women scored higher on all items, with significant differences in four areas. In view of these results, it is concluded that the use of Pinterest through mobile learning is positive in the university context. Furthermore, there is a gender variable influence in the students’ perceptions regarding Pinterest.

COMPETÊNCIAS E HABILIDADES NO CURSO DE ADMINISTRAÇÃO POR MEIO DA METODOLOGIA DE APRENDIZAGEM BASEADA EM PROJETOS MEDIADA POR TECNOLOGIA

This work aims to verify the effectiveness of the application of the active Project Based Learning methodology, mediated by technology, in the development of competences and skills defined by the National Curricular Guidelines of the Administration course. In this sense, a case study was carried out at the Faculty of Administration Guaratinguetá, as well as an action research, in the discipline Integrator Project of this institution. The research is descriptive and applied, with a quantitative qualitative approach to the results. It is considered that this active teaching and learning methodology has specific characteristics and activities, which were observed in the teacher's planning, as to integrate theory and practice, to stimulate the student's role and autonomy in the teaching and learning process, to promote engagement with tasks, development of a project contextualized with extra-school life, being a challenging, procedural and participatory learning, contributing to the development of competences and skills prescribed by the guidelines. In addition, when mediated by technology, it also contributes to the facilitation of individual and group learning, which, likewise, contributes to the development of competences and skills, as pointed out by the research sample. Thus, it is considered effective for both. In this case, as an indication for future research, the importance of pointing out the contribution that active methodologies can bring to the construction of the competency-based Pedagogical Course Project s emphasized.

COMPETÊNCIAS E HABILIDADES NO CURSO DE ADMINISTRAÇÃO POR MEIO DA METODOLOGIA DE APRENDIZAGEM BASEADA EM PROJETOS MEDIADA POR TECNOLOGIA

This work aims to verify the effectiveness of the application of the active Project Based Learning methodology, mediated by technology, in the development of competences and skills defined by the National Curricular Guidelines of the Administration course. In this sense, a case study was carried out at the Faculty of Administration Guaratinguetá, as well as an action research, in the discipline Integrator Project of this institution. The research is descriptive and applied, with a quantitative qualitative approach to the results. It is considered that this active teaching and learning methodology has specific characteristics and activities, which were observed in the teacher's planning, as to integrate theory and practice, to stimulate the student's role and autonomy in the teaching and learning process, to promote engagement with tasks, development of a project contextualized with extra-school life, being a challenging, procedural and participatory learning, contributing to the development of competences and skills prescribed by the guidelines. In addition, when mediated by technology, it also contributes to the facilitation of individual and group learning, which, likewise, contributes to the development of competences and skills, as pointed out by the research sample. Thus, it is considered effective for both. In this case, as an indication for future research, the importance of pointing out the contribution that active methodologies can bring to the construction of the competency-based Pedagogical Course Project s emphasized.

Enhancing Employability Skills of Biology Graduates through an Interdisciplinary Project-Based Service Learning Experience with Engineering and Translation Undergraduate Students

We describe an interdisciplinary experience based on the application of the Project-Based Service Learning (PBSL) methodology for six learning outcomes directly related to employability skills. The objective was to assess students’ learning outcomes, the level of satisfaction of students and lecturers with the PBSL, and the advantages and disadvantages of the implementation of this learning methodology. Interdisciplinary teamwork of undergraduate science, engineering, and humanities students was required to design real-world projects to develop their transferable skills, through the process of learning by doing. Students perceived that PBSL favored employability skills such as knowledge acquisition, self-directed learning, problem-solving, critical thinking, communication, and teamwork skills. Students and lecturers showed high satisfaction with PBSL and outlined its advantages as an active and experiential learning methodology. In conclusion, the implementation of the collaborative and interdisciplinary PBSL methodology is decidedly recommended to enhance Biology, Engineering, and Translation graduates’ learning satisfaction and their future employability.

Social Info-inclusion and Educommunication: Active Learning Methodology in Higher Education

Social Info-inclusion and Educommunication: Active Learning Methodology in Higher Education