In the present study, we used a modeling approach for measuring task conflict in task switching, assessing the probability of selecting the correct task via multinomial processing tree (MPT) modeling. With this method, task conflict and response conflict can be independently assessed as the probability of selecting the correct task and the…

The Dual Pathway to Creativity Model theorizes that creative performance arises from cognitive flexibility, persistence, or a combination of the two. Existing research has only examined these pathways independently, limiting our understanding of the model and of how people generate ideas. We extend the DPCM model by predicting that creative output…

Purpose: The purpose of this study is to propose a research model based on the stimulus-organism-response (S-O-R) model to test whether network externality, gamification and media richness as environmental feature antecedents to learners' learning engagement (LE) can affect their continuance intention of massive open online courses (MOOCs).…

Grit, the passion for achieving long-term goals, has been conceived as a two-dimensional construct (Consistency of interest and Perseverance of effort). The construct is well known for its easy measurement and its relationship with performance, including academic performance. However, there have been different criticisms, such as the overlap of…

Procrastination is a delay in an intended course of action and, thus, a self-regulation failure hindering growth and well-being. Contrarily, self-regulation is a set of cognitive and metacognitive skills and strategies supporting goal-directed behavior. There is ongoing discussion regarding the extent to which (and the ways in which) promoting…

The challenges faced by youth can hinder them from reaching their full potential or help them grow and develop as they overcome their challenges. Grit and resilience provide young people with the skills, confidence, and perseverance to overcome challenges, pursue their goals and thrive. In this article, the authors examine the complex constructs…

Possible selves is a theory of self-concept and behaviour motivation. Methods of exploring possible selves have focused on interviews and questionnaires. This article introduces the Possible Me Tree model and explains how the model was adapted and used for research. The Possible Me Tree model was implemented with young people between 17 and 18…

Students in our nation's largest school systems--a majority of whom are students of color from nondominant communities--are unlikely to attend schools with strong, consistent leadership. Those big-city school systems are increasingly adopting principal pipeline initiatives to address the quality and stability of their principal corps. Principal…

Due to the leaky pipeline, i.e., the continuous decline in the number of women along the academic career path, women are still underrepresented in many academic disciplines like STEM and philosophy. One theoretical model that explains this is the lack of fit framework (Heilman, Sex bias in work settings: The lack of fit model; Heilman & Caleo,…

Desirable difficulties are learning conditions that are often experienced as effortful, but have a positive effect on learning results and transfer of knowledge and skills (Bjork & Bjork, 2011; Bjork, 1994). Learners often do not appreciate the beneficial effects of desirable difficulties, and the negative experiences of high effort and…

Purpose: The emerging field of educational data mining provides an opportunity to process large-scale data emerging from higher education institutions (HEIs) into reliable knowledge. The purpose of this paper is to examine factors influencing persistence amongst students enrolled in a Chemistry major at a South African university using enrolment…

Detecting wheel-spinning behaviors of students who interact with an Intelligent Tutoring System (ITS) is important for generating pertinent and effective feedback and developing more enriching learning experiences. This analysis compares decision tree and bagged tree models of student productive persistence (i.e., mastering a skill) using the…

This study investigates how sensitively the current grit measure (Grit-S) is able to reflect the differences between individuals (i.e. item discrimination) and change within individuals (i.e. sensitivity to change of items) using longitudinal data. Data from the Korean Children and Youth Panel Study 2018 of elementary (fourth grade) and middle…

Self-awareness and self-evaluation are at the heart of both core of self-assessment, self-efficacy, and grit tendencies. Although there is a lot written about self-assessment, self-efficacy, and grit tendencies, academic resilience, and motivation, very little is known about how self-assessment, self-efficacy, and grit tendencies contribute to the…

Although interest has been repeatedly identified as a powerful basis for learning and academic achievement, limited empirical work has looked at the structural composition, persistence, stability, and development of interests over time. Such work is necessary to support developmental models of interest empirically. Using 6 dimensions identified in…