Do intelligence and sustained attention interact in predicting academic achievement?

Research in clinical samples suggests that the relationship between intelligence and academic achievement might be moderated by sustained attention. The present study aimed to explore whether this interaction could be observed in a non-clinical sample. We investigated a sample of 11th and 12th grade students (N = 231). An overall performance score and a quality of performance score in sustained attention as well as verbal, numerical, and general intelligence scores served as predictors. Achievement criteria were grades in math and German as well as Grade Point Average (GPA) obtained after testing. Both types of sustained attention scores were significantly related to school performance, but only the quality of performance score incrementally contributed to the prediction of school performance above and beyond intelligence. Overall differences in the sustained attention test significantly moderated the relationship between verbal intelligence and German grades. Quality of performance moderated the relationship between general intelligence and GPA as well as the one between numerical intelligence and math grades. The study elucidates the interplay between sustained attention, intelligence, and school performance in a non-clinical sample.     

Not all roads lead to Rome — Comparing different types of motivational regulation profiles

The self-regulation of motivation represents a key feature of self-regulated learning. Recent studies have documented that students use a variety of strategies to sustain their learning motivation and that most of these strategies have positive effects. However, less is known about how students integrate the various motivational strategies into an individual motivational regulation profile and which kind of profiles are most adaptive with respect to enhanced effort and persistence. To shed more light on this issue, we examined the motivational regulation profiles within two samples of German high-school and college students. In Study 1 (N = 231 11th and 12th grade students), latent profile analysis revealed five subgroups of students holding different motivational regulation profiles. In Study 2 (N = 600 college students), the five class solution was replicated with slight changes in the nature of the profiles. In both studies, profiles with a higher overall level of motivational strategy use were associated with a higher level of effort and achievement. Regarding differences in profile shape, results indicated that profiles emphasizing mastery and/or performance-approach self-talk were most adaptive. Implications of the findings for future research on motivational regulation are discussed.     

The importance of motivation as a predictor of school achievement

The present study examined to which extent different motivational concepts contribute to the prediction of school achievement among adolescent students independently from intelligence. A sample of 342 11th and 12th graders (age M = 16.94; SD = .71) was investigated. Students gave self-reports on domain-specific values, ability self-perceptions, goals, and achievement motives. Hierarchical regression and relative weights analyses were performed with grades in math and German as dependent variables and intelligence as well as motivational measures as independent variables. Beyond intelligence, different motivational constructs incrementally contributed to the prediction of school achievement. Domain-specific ability self-perceptions and values showed the highest increments whereas achievement motives and goal orientations explained less additional variance. Even when prior achievement was controlled, some motivational concepts still proved to contribute to the prediction of subsequent performance. In the light of these findings, we discuss the importance of motivation in educational contexts.     

Sex differences in achievement goals: do school subjects matter?

European Journal of Psychology of Education - Many studies have already found differences between male and female students in various motivational variables. With regard to the stereotypes...     

A functional look at goal orientations: Their role for self-estimates of intelligence and performance

Building on the notion that motivation energizes and directs resources in achievement situations, we argue that goal orientations affect perceptions of own intelligence and that the effect of goals on performance is partly mediated by self-estimates of intelligence. Studies 1 (n = 89) and 2 (n = 165) investigated the association of goal orientations and self-estimated intelligence in university-student samples. Study 3 (n = 164) tested an integrated model of goal orientations and self-estimated intelligence to predict school performance. Goal orientations explained 7 to 11% of the variance in self-estimated intelligence (controlling for gender, age, and psychometric intelligence). Persons with high performance-approach goals consistently overestimated and persons holding high performance-avoidance goals underestimated their intelligence. Performance goals affected academic performance indirectly via self-estimated intelligence, whereas learning goals were directly related to performance. Findings are discussed regarding their importance for the understanding of the function of motivation and ability self-perceptions for performance.     

Changes in the Relation Between Competence Beliefs and Achievement in Math Across Elementary School Years

Math competence beliefs and achievement are important outcomes of school‐based learning. Previous studies yielded inconsistent results on whether skill development, self‐enhancement, or reciprocal effects account for the interplay among them. A development‐related change in the direction of their relation in the early school years might explain the inconsistency. To test this, 542 German elementary school students (M = 7.95 years, SD = 0.58) were repeatedly investigated over 24 months from Grade 2 to Grade 4. Math competence beliefs declined and had a growing influence on subsequent math grades. This suggests changes in the dominant direction of the relation from a skill development to a reciprocal effects model during elementary school. Findings are discussed with regard to their theoretical and practical implications.     

Longitudinal Analysis of Intrinsic Motivation and Competence Beliefs: Is There a Relation Over Time?

The present study explored whether competence beliefs and intrinsic motivation for different school domains show reciprocal effects over time. A sample of 670 German elementary school pupils (M= 8.8 years, SD= 0.51) was followed over 1 year. At 4 measurement occasions, children completed self-reports on their intrinsic motivation and competence beliefs for math, German, and school in general. Latent growth models revealed that intrinsic motivation and competence beliefs decreased over time. Comparing correlational and cross-lagged structural equation models yielded only weak evidence for cross-lagged influences between the 2 constructs. Results suggest that the developmental curves of competence beliefs and intrinsic motivation might be less inextricably interwoven than frequently assumed.     

How do motivational regulation strategies affect achievement: Mediated by effort management and moderated by intelligence

It was assumed that the effect of motivational regulation strategies on achievement is mediated by effort management and moderated by intelligence. A sample of 231 11th and 12th grade German high-school students provided self-reports on their use of motivational regulation strategies and effort management and completed an intelligence test. Students' half-year grades (GPA) were assessed six months later. As expected, motivational regulation strategies were not directly related to GPA but showed positive effects on students' effort management which in turn predicted students' GPA. Intelligence and effort management were equally strong direct predictors of GPA. Also as expected, more intelligent students benefitted more from using some, but not all, motivational regulation strategies in terms of increased effort management. Implications of these findings regarding the effectiveness of motivational regulation strategies are discussed.     

Performance-approach goals: the operationalization makes the difference

The operationalization of performance-approach goals (PAGs) was found to be an important moderator of the associations between different PAGs and several educational outcomes. To explore this aspect in more detail, we conducted two studies with school students (N₁ = 425, mean age = 16.6 years, SD = 0.61; N₂ = 310, mean age = 14.91, SD = 1.72). In study 1, we mainly focused on the associations between achievement goals and school grades. In study 2, we additionally assessed several motivational variables (academic self-concept, school values), as well as test anxiety and school well-being. All variables were assessed for school in general, mathematics, and German (mother tongue). The results of confirmatory factor analyses replicated and extended the finding on the different facets of PAGs. Besides a normative-based PAG component (the aim is to perform better than others) and an appearance-based PAG component (the aim is to demonstrate one’s ability), an additional proving PAG component (the aim is to demonstrate one’s ability toward significant others) was found. Contrary to earlier findings, both normative and appearance-based PAGs were positively correlated with school grades, whereas the proving component showed smaller associations. Moreover, differential associations with self-concept, school values, and school well-being emerged regarding the different facets of PAGs. The results are discussed with regard to the operationalization of PAGs.

     

Competence beliefs and perceived ability evaluations: How do they contribute to intrinsic motivation and achievement?

To study the role of students' competence beliefs and their perceived teachers' ability evaluations for intrinsic motivation and achievement in math, 459 second graders from 27 German classrooms were examined. Students provided self-reports on their intrinsic motivation, competence beliefs and perceived teachers' ability evaluations in math. Teachers gave insight in students' math grades. Relations were analyzed by three different models: a direct, an indirect and an interaction effect model. Concerning intrinsic motivation, results provided support for both an indirect effect and an interaction effect model, but not for a direct effect model. With regard to math achievement, only the indirect model appeared to be appropriate. The finding that perceived teachers' ability evaluations had an (indirect) effect on students' intrinsic motivation and achievement in math hints at the role of significant others in the development of children's academic functioning and might guide potential interventions.