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Edoardo Saccenti – Teaching Statistics: An International Journal for Teachers, 2024
Principal Component Analysis (PCA) is a powerful statistical technique for reducing the complexity of data and making patterns and relationships within the data more easily understandable. By using PCA, students can learn to identify the most important features of a data set, visualize relationships between variables, and make informed decisions…
Descriptors: Factor Analysis, Data Analysis, Information Literacy, Visualization
Kevin J. Krajcir; Emily K. Field; Bradley Fultz; Robin Buff; Jim Gann; Lorin A. Neuman-Lee – American Biology Teacher, 2024
Biological interactions and associations underlie life's processes at every level of organization. Here, we present a classroom activity that allows students to visualize and understand the connections within almost any biological system, from cell functions to ecological relationships. We recommend that instructors implement this activity to…
Descriptors: Biology, Class Activities, Science Instruction, Visualization
Representing DNA for Machine Learning Algorithms: A Primer on One-Hot, Binary, and Integer Encodings
Yash Munnalal Gupta; Satwika Nindya Kirana; Somjit Homchan – Biochemistry and Molecular Biology Education, 2025
This short paper presents an educational approach to teaching three popular methods for encoding DNA sequences: one-hot encoding, binary encoding, and integer encoding. Aimed at bioinformatics and computational biology students, our learning intervention focuses on developing practical skills in implementing these essential techniques for…
Descriptors: Science Instruction, Teaching Methods, Genetics, Molecular Biology
Recep Aslaner; Aziz Ilhan – Pedagogical Research, 2024
GeoGebra is a dynamic software that is frequently used and of increasing importance in mathematics teaching processes in our digital age. Accordingly, in this study a new perspective has been brought to the proofs of the "two square difference identity" expressed for the square, which is a flat polygon, made with different approaches.…
Descriptors: Geometry, Mathematics Instruction, Computer Software, Teaching Methods
Jinqing Liu; Orly Buchbinder – Digital Experiences in Mathematics Education, 2024
Online learning and teaching, accelerated by the global pandemic and rapid advancement of digital technology, require novel conceptual and analytical tools to understand better the evolving nature of online teaching. Drawing on the classical model of the instructional triangle and previous attempts to extend it, we propose the "Instructional…
Descriptors: Educational Technology, Electronic Learning, Reflection, Visualization
Mark White; Mary Smith; Adebimpe Obembe; Kristin Haas – Journal of Occupational Therapy Education, 2024
Innovative teaching approaches are changing traditional approaches by using a variety of teaching and learning methods to allow learners to succeed. This paper describes a new instructional model for healthcare education based on the science of learning, educational theories, and best practices in lesson design. The Visualize Whole-Self (VW) Model…
Descriptors: Higher Education, Occupational Therapy, Allied Health Occupations Education, Teaching Methods
Daniel A. Mak; Sebastian Dunn; David Coombes; Carlo R. Carere; Jane R. Allison; Volker Nock; André O. Hudson; Renwick C. J. Dobson – Biochemistry and Molecular Biology Education, 2024
Enzymes are nature's catalysts, mediating chemical processes in living systems. The study of enzyme function and mechanism includes defining the maximum catalytic rate and affinity for substrate/s (among other factors), referred to as enzyme kinetics. Enzyme kinetics is a staple of biochemistry curricula and other disciplines, from molecular and…
Descriptors: Biochemistry, Kinetics, Science Instruction, Teaching Methods
Roudhotul Fitria; Rio Sebastian – Anatolian Journal of Education, 2024
Representation plays an important role in helping students understand chemistry learning. This is due to the many chemical concepts that require visualization. Representation is something that still needs to be studied. So this study aims to see the development of representation research in chemistry education. The articles used in this study are…
Descriptors: Educational Trends, Trend Analysis, Chemistry, Science Instruction
Christoph Hoyer; Raimund Girwidz – Physical Review Physics Education Research, 2024
Vector fields are a highly abstract physical concept that is often taught using visualizations. Although vector representations are particularly suitable for visualizing quantitative data, they are often confusing, especially when describing real fields such as magnetic and electric fields, as the vector arrows can overlap. The present study…
Descriptors: Science Instruction, Teaching Methods, Physics, Scientific Concepts
Helena Carvalho; Patricia A. Halpin; Elke Scholz-Morris; Rosa de Carvalho; Daniel Contaifer Jr. – Advances in Physiology Education, 2025
Dramatization, a teaching method where each student acts out or mimics a cell or body parts while the entire group represents the physiological process was adapted to produce original teaching videos paired with a pretest that activates memory and a posttest to prevent misconceptions. Three physiology instructors collaborated on Zoom to create six…
Descriptors: Role Playing, Physiology, Visualization, Teaching Methods
Samira Mohamed Ahmed Abdullah; Naila Mohamed Farid Toulan; Ayman Abdel-Hamid Amen – International Journal of Technology and Design Education, 2024
Design thinking is a way to create solid designs that responds to design problems and solve it in a creative and suitable way. However, it is not widely recognized in architectural education pedagogy in Egypt for undergraduate. Despite being very efficient in several business avenues but not in architectural pedagogy. So, this paper aims to spot…
Descriptors: Design, Architectural Education, Verbal Communication, Visualization
Helbert Rondon-Berrios – Advances in Physiology Education, 2024
This article introduces an innovative teaching and learning tool called "Edelman Gamblegrams" that aims to help medical learners better understand disorders related to water/plasma tonicity homeostasis, i.e., hyponatremia and hypernatremia. Gamblegrams, named after physician James L. Gamble, are bar diagrams displaying the relative…
Descriptors: Medical Education, Instructional Innovation, Teaching Methods, Diseases
Ghislain Nono Gueye; Jonathan R. Peterson – Journal of Economic Education, 2024
The authors present a Web application they designed in the R programming language as an experiential learning tool for teaching production theory. The app simulates production decisions where a manager is tasked to find the optimal mixture of inputs through experimentation. Users of the application are instructed to use calculations and intuitions…
Descriptors: Economics Education, Teaching Methods, Computer Oriented Programs, Programming Languages
Cle´mence Iacconi; Jonathan Piard; Elena Tosi-Brandi; Franc¸ois Azambourg; Marion Dubois; Vincent Cre´ance; Loi¨c Bertrand – Journal of Chemical Education, 2024
There is a gap between the importance of certain archeological material sources and their perception, both by professionals and by the general public. Textiles, for example, are essential to understanding practices that marked daily life and rituals in the past, but they have often been extremely degraded over time, particularly in temperate…
Descriptors: Archaeology, Chemistry, Active Learning, Student Projects
André Storto – International Journal of Multilingualism, 2024
This article presents an innovative way to engage schoolchildren in discussions on multilingualism and multilingual identity using research data they helped generate. Adopting an exploratory, participatory approach to research, our study uses digital data visualisations in interactive sessions aimed at engaging lower secondary students in identity…
Descriptors: Multilingualism, Second Language Learning, Foreign Countries, Participatory Research