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…

The Mastery Performance-Goal Orientation Test (MP-GOT) assesses performance- and mastery-orientation along a single bipolar dimension. In Study 1 (n = 198) we explored its psychometric properties and determined whether its results were related to learning. In addition, we employed Latent Profile Analysis to explore goal orientation profiles. In…

Being uncomfortable by choice as a means of personal growth has been touted for hundreds of years among scholars, philosophers, religious leaders, modern pop culture icons, and more. Yet, research pertaining to the benefits of being uncomfortable by choice is sparse. This qualitative, grounded theory study addressed the first step of…

Even before the inception of the term "learning analytics," researchers globally had been investigating the use of various feedback systems to support the self-regulation of participation and promote equitable contributions during collaborative learning activities. While some studies indicate positive effects for distinct subgroups of…

This study examines how parents' and children's explanatory talk and exploratory behaviors support children's causal reasoning at a museum in San Jose, CA in 2017. One-hundred-nine parent-child dyads (3-6 years; 56 girls, 53 boys; 32 White, 9 Latino/Hispanic, 17 Asian-American, 17 South Asian, 1 Pacific Islander, 26 mixed ethnicity, 7 unreported)…

Self-regulated learning has seen a large increase in research interest due to its importance for online learning of higher education students. Several ways to measure self-regulated learning have been suggested. However, most measurements are either obtrusive, necessitating time and effort from students and potentially influencing the learning…

Modals (e.g., "can," "must") vary along two dimensions of meaning: "force" (i.e., possibility or necessity), and "flavor" (i.e., possibilities relative to knowledge [epistemic], goals [teleological], or rules [deontic] …). Comprehension studies show that children struggle with both force and flavor…

Background: Socio-economic status is one of the most important factors shaping students' motivation and achievement but has seldom been explored in relation to achievement goals. Aims: This study aimed to investigate whether mastery-approach goals explain the link between SES and key learning-related outcomes ("mediation") and whether…

This study explored and analyzed student perceptions of feedback for deeper learning in an online graduate program at a regionally accredited institution in the southeastern United States. Forty-one graduate students participated in an online survey to examine students' preferences for feedback, the most helpful types of feedback, and if feedback…

Learning analytics dashboards are becoming increasingly common tools for providing feedback to learners. However, there is limited empirical evidence regarding the effects of learning analytics dashboard design features on learners' cognitive load, particularly in digital learning environments. To address this gap, we developed goal-based,…

Learning analytics (LA) is an emerging area that has had extensive development in higher education in recent years, focused both on the learning process of students within subjects and on monitoring their trajectories in training programmes. However, most of the developments remain in the pilot phase without reaching institutional adoption. This…

"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…

Hiring practitioners as faculty is not a novel practice in higher education. In their decision to shift from the private sector to the classroom, many practitioners enter the professoriate with little to no formal training in pedagogy. The question for faculty developers is how might Teaching and Learning Centers (TLCs) bridge this gap from…

Digital learning environments provide opportunities to support learning in higher education. However, it is yet unclear why and how learners use these opportunities. We propose that learners' achievement goals and their beliefs regarding the instrumentality of e-learning tools to achieve those goals are predictive for learning behavior within…

Self-directed learning is a core theoretical construct of adult learning. Importantly, self-directed learning represents a fundamental meta-competence for living and working in our increasingly complex and unpredictable world. Nonetheless, the construct of self-directed learning has become obfuscated. In order to redress this concern, this…