Background/purpose: Mathematics education develops critical thinking and problem-solving skills, yet middle school students often face challenges, including didactical, epistemological, and ontogenic obstacles, that influence their academic orientation. This study investigates how Self-Organizing Maps (SOMs) can address these challenges by…

"Self-regulated learning" (SRL) significantly impacts the process and outcome of "programming problem-solving." Studies on SRL behavioural patterns of programming students based on trace data are limited in number and lack of coverage. In this study, hence, the Hidden Markov Model (HMM) was employed to probabilistically mine…

Online courses have become an increasingly common feature of the higher education landscape, expanding access and offering flexibility for students. Yet, they also pose unique challenges. Research has documented concerning performance gaps between students enrolled in face-to-face and online courses, while faculty have reported difficulties…

This study uses a person-centered approach to investigate construction workers' learning at work, focusing on their approaches to learning, self-efficacy beliefs and work engagement and how these vary according to their goal orientation profiles. Survey data were collected from Finnish construction sector employees (N = 1,280) in June 2021. The…

Psychosocial skills are variables related to human behavior, beliefs, and attitudes and shape social interactions, learning processes, academic achievements, and general goal-directed behavior. Psychosocial skills seem particularly important during the adolescent period when large changes in goal setting, learning attitudes, and ability…

This paper proposes an updated framework for the evaluation of the computer-assisted language learning (CALL) framework, further developed from Chapelle (2001) and González-Lloret and Ortega (2014). Based on a review of prominent previous CALL evaluation frameworks, an exploration of relevant literature in formal evaluation and my own first-hand…

This paper draws from a collaborative project in which we piloted a Critical Multilingual Language Awareness approach (CMLA) in a preparatory class for recently arrived secondary school students in Sweden. We adapted material on Language Awareness from "We Are Multilingual" (https://www.wamcam.org). This adapted approach followed the…

Extensive Reading (ER) is widely recognized as an effective method for improving language proficiency and fostering reading motivation in English as a foreign language contexts. However, the success of ER programs depends on several factors, including student motivation, engagement, and preferences for book selection. This study examines the…