We consider the problem of assessing the changing performance levels of individual students as they go through online courses. This student performance modeling problem is a critical step for building adaptive online teaching systems. Specifically, we conduct a study of how to utilize various types and large amounts of log data from earlier…

Based on Job Demand Resource Model (JD-R), and Conservation of Resources Theory (COR Theory), self-compassion was set as a personal resource, and how it affected academic burnout, and academic engagement had been investigated. This study was conducted on a sample of 599 university students in South Korea who were expected to have overwhelming…

The use of learner modelling approaches is critical for providing adaptive support in educational computer games, with predictive learner modelling being among the key approaches. While adaptive supports have been shown to improve the effectiveness of educational games, improperly customized support can have negative effects on learning outcomes.…

As digital technology is becoming an increasingly critical component of education, learners' socioeconomic status (SES) and technology use are becoming more important in their learning. In the context of English learning, the present study modeled how learners' SES and their perception of technology use for language learning are linked to their…

For outsiders to higher education institutions (HEIs) in South Korea, predicting the outcomes of the International Education Quality Assurance System (IEQAS)--a Korean institutional accreditation system for HEIs--is challenging. The annual IEQAS accreditation has been conducted behind closed doors; the assessment process is confidential, and there…

The purpose of this study was to examine the associations between behavioral and emotional characteristics and middle school student achievement across different grades based on a growth modeling approach. Using a total of 1,874 students, target predictor variables (i.e., attention, aggressiveness, behavioral control, social withdrawal,…

The purpose of this study was to examine the predictors of career satisfaction for public service employees in South Korea, using data drawn from 303 civil servants from one metropolitan government and two district governments. The effects of contextual (i.e., transformational leadership), personal (i.e., learning goal orientation), and intrinsic…

Researchers have linked vivid mental imagery, particularly of the self in future states, to many desirable motivational outcomes for language learning. We report a preregistered conceptual replication and extension of You, Dörnyei, and Csizér (2016), who found a central motivational role for vision. We review essential considerations in structural…

Using Korean Longitudinal Study of Aging data, we examined the influence of older adults' individual characteristics (i.e. marital status, health and economic status) on life satisfaction, with the mediating effect of older adults' active participation in lifelong learning. As a result, some individual characteristics appeared to significantly…

The study explored students' reflections with flipped learning in a university. Further, it examined relationships among learning styles, personality traits and satisfaction from flipped learning classes. For the quantitative survey data, 123 undergraduate students who enrolled in a flipped communication course were administered questionnaires.…

Data mining has been successfully used by financial and retail companies since the mid-1960's to create predictive models and reveal unexpected relationships. However, it remains underutilized as a tool in educational research. Large-scale standardized assessment programs such as the Trends in International Mathematics and Science Study (TIMSS)…

This study examines the relative contributions of linguistic and affective variables to writing performance among students learning English as a foreign language (EFL) in South Korea. In total, 270 middle school students completed four language tests assessing their reading comprehension, grammar knowledge, and descriptive and argumentative…

The authors' purpose was to examine the degree to which low achievement is related to ontogenetic factors (i.e., personal psychological traits expressed as attention and depression) or microsystemic factors (i.e., socioeconomic status, parenting, relationship with peers and teachers), using a total of 721 middle school students in South Korea.…

The purpose of this study was to examine the structural relationships between students' learning outcomes and the factors that relate to these outcomes, including college environment, class participation, student-faculty interaction, and integration of experiences. The study focused on the impact of college environment and classroom participation…

Motivation to learn is an essential element in science learning. In this study, the role of career motivation in science learning was examined. In particular, first, a science motivation model that focused on career motivation was tested. Second, the role of career motivation as a predictor of STEM track choice was examined. Third, the effect of…