This article utilizes a framework for classifying different scientific methods suggested by a philosopher of science (Brandon "Synthese," 99, 59-73, 1994) called Brandon's Matrix. It presents findings from teachers who took part in a funded project in England that looked at the nature of scientific methods in science investigations.…

In Intelligent Tutoring Systems (ITS), methods to choose the next exercise for a student are inspired from generic recommender systems, used, for instance, in online shopping or multimedia recommendation. As such, collaborative filtering, especially matrix factorization, is often included as a part of recommendation algorithms in ITS. One notable…

Recent reforms in science education have promoted students' understanding of how science works, including the methodological approaches used by scientists. Given that teachers are expected to teach and promote methodological pluralism, it is worth examining how teachers understand and view scientific methods, particularly when scientific methods…

Many school practical activities focus on scientific methods such as hypothesis testing. Yet science is more than hypothesis testing: it includes other methods. This article presents a framework called 'Brandon's Matrix' that illustrates the diversity of scientific methods. The matrix has been used as part of Project Calibrate based at the…

This article aims to study machine learning models to determine their performance in classifying students by gender based on their perception of complex thinking competency. Data were collected from a convenience sample of 605 students from a private university in Mexico with the eComplexity instrument. In this study, we consider the following…

In this paper, Richard Ollerton presents two alternative approaches to proving the six standard trigonometric angle sum and difference identities. They are suitable for students who have an understanding of rotation matrices.

Play is part of childhood. Play is also part of development. Theoretical frameworks serve to provide scientific research-based support for grounded educational design and practice of play spaces is both educationally sound and developmentally appropriate. This project piloted a matrix tool in a case study to assess play spaces at an early…

This systematic review examines the empirical literature published between 2014 and 2021 that situates artificial intelligence within K-12 educational contexts. Our review synthesizes 12 articles and highlights artificial intelligence's instructional contexts and applications in K-12 learning environments. We focused our synthesis on the learning…

We investigated the efficacy of a phenomenological matrix of mindfulness as a framework for examining expectations, formal meditation experiences, and appraisals of first-year college music students (N = 18) who participated in a 5-day mindfulness module offered through an introductory course in music education. Participants expressed hopes that…

In this study, we explored variation in religious value conflict navigation through a Q-sort procedure of strategies for reaching an affirming stance toward counseling lesbian, gay, bisexual, transgender, and queer (LGBTQ+) clients. Factor analysis of the correlation matrix revealed a five-factor solution accounting for 63% of the variance. We…

Cognitive diagnosis models (CDMs) are latent class multidimensional statistical models that help classify people accurately by using a set of discrete latent variables, commonly referred to as attributes. These models require a Q-matrix that indicates the attributes involved in each item. A potential problem is that the Q-matrix construction…

Twelve college students learned to tact the names of notes and rhythms and play them when presented with compound stimuli (visuals of notes and rhythms on a musical staff). In Experiment 1, we assessed generalization by presenting novel notes, rhythms, and compound stimuli not previously paired together. In the second experiment, we added a…

In cognitive diagnosis modeling, the attributes required for each item are specified in the Q-matrix. The traditional way of constructing a Q-matrix based on expert opinion is inherently subjective, consequently resulting in serious validity concerns. The current study proposes a new validation method under the deterministic inputs, noisy…

In this article, I will try to elucidate the relevance of Deleuze and Guattari's approaches in the philosophy of education, along the lines of the Deleuzean pedagogy of 'do with me' and the absence of pre-established rules for learning or methodological anarchism. To do so, I will consider three important milestones in Deleuze and Guattari's…

Emotion plays a significant role in the human experience. Nevertheless, emotion (as an attribute of the affective domain), is often side-lined in formal learning environments (including Higher Education) in favour of a focus on the cognitive. This paper shares findings of a research project involving pre-service outdoor education teachers as they…