The purpose of this systematic review and meta-analysis is twofold: (a) to understand how the three key student engagement dimensions (i.e., affective, behavioral, and cognitive) have been conceptualized, operationalized, and measured by researchers in the field and (b) to examine the extent to which the construct, its dimensions, and subtypes are…

Nearly all college students require some academic assistance throughout their learning experiences. Rather than a dependent act, help-seeking is a self-regulated and motivated strategy; however, there are mixed findings regarding the relationship between academic help-seeking and academic achievement. Thus, the current study used meta-analytic…

While bivariate associations between motivation and academic achievement have been soundly established, only a few studies have documented evidence for its incremental predictive role above and beyond other student features related to student achievement, such as intelligence and personality. Moreover, it is not yet clear which motivational…

Achievement goal theory includes both personal motivational features (achievement goals) and contextual features (goal structures). The theory holds that the prevailing goal structures in learning environments (such as the classroom) influence the achievement goals students adopt. This meta-analysis (k = 68, N = 47,975) examined the strength of…

Although research shows higher levels of perceived academic control are associated with academic adjustment in the first year of university, little is known about how changes in perceived control over multiple years relate to longitudinal university dropout and grades. Thus, our 3-year study (N = 1,007) examined whether changes in perceived…

According to dimensional comparison theory (DCT), students evaluate their ability in one domain (e.g., math) by comparing their achievement in that domain with their achievement in other domains (e.g., English). Primarily in research on students' academic self-concept, these comparison processes have been found to lead to positive associations…

Classroom-level influences on literacy skills in kindergarten through Grade 2, and on literacy and numeracy skills in Grades 3, 5, 7, and 9, were examined by comparing the similarity of twins who shared or did not share classrooms with each other. We analyzed two samples using structural equation modeling adapted for twin data. The first, Study 1,…

Epistemic cognition, defined as the ways that people acquire, justify, and use knowledge, has been a prominent area of scholarship in educational psychology for nearly 50 years. Researchers have argued that epistemic cognition is a key predictor of many 21st century learning outcomes including critical thinking, scientific literacy, and historical…

The present study employed population-level educational records from 4 public school student cohorts (n = 112,916; Grades 7-12) in British Columbia (Canada) to examine relationships between music education (any participation, type of participation, music achievement, and engagement level) and mathematics and science achievement in Grade 10 as well…

The moderating effects of motivation, social control, and self-regulation in predicting academic achievement were examined in Grades 11-12 for 3,281 seventh through nine graders. Standardized assessments of college readiness and student self-reported measures of psychosocial factors were used in the study. The results showed that females in Grades…

Openness to experience has often been linked to academic achievement because it subsumes traits such as curiosity, open-mindedness, thoughtfulness, and intellectuality. However, recent meta-analyses have reported rather small true correlation estimates. In this article, we first provide a comprehensive rationale for a relationship between openness…

Advances in machine learning (ML) are poised to contribute to our understanding of the linguistic processes associated with successful reading comprehension, which is a critical aspect of children's educational success. We used ML techniques to investigate and compare associations between children's reading comprehension and 260 linguistic…

The idea that test anxiety hurts performance is deeply ingrained in American culture and schools. However, researchers have found that it is actually worry about performance and anxiety--not bodily feelings of anxiety (emotionality)--that impairs performance. Drawing on this insight, anxiety reappraisal interventions encourage the view that…

It is well-documented that academic achievement is associated with students' self-perceptions of their academic abilities, that is, their academic self-concepts. However, low-achieving students may apply self-protective strategies to maintain a favorable academic self-concept when evaluating their academic abilities. Consequently, the relation…

The 2I/E model is an extension of Marsh's (1986) classical internal/external frame of reference (I/E) model. Whereas the classical I/E model describes the formation of academic self-concept by the joint operation of social (external) and dimensional (internal) comparisons, the 2I/E model integrates temporal comparisons as an additional internal…