Barbara Flunger

Probing the Unique Contributions of Self-Concept, Task Values, and Their Interactions Using Multiple Value Facets and Multiple Academic Outcomes

Drawing on expectancy-value theory, the present study examined the unique contributions of the four major value beliefs and self-concept on achievement, self-reported effort, and teacher-rated behavioral engagement in mathematics. In particular, we examined the multiplicative effects of self-concept and task values on educational outcomes using the latent moderated structural equation approach. Participants were 1,868 German ninth-grade students. The data analyses relied on a higher-order structure of value beliefs, which is suited to parsing the differential patterns of predictive relations for different value beliefs. The findings revealed that (a) self-concept was more predictive of achievement, whereas value beliefs were more predictive of self-rated effort; (b) self-concept and value beliefs emerged as equally important predictors of teacher-reported engagement; (c) among the four value beliefs, achievement was more associated with low cost, whereas effort was more associated with attainment value; and (d) latent interactions between self-concept and value beliefs predicted the three outcomes synergistically.

Side Effects of Motivational Interventions? Effects of an Intervention in Math Classrooms on Motivation in Verbal Domains

One way to address the leaking pipeline toward STEM-related careers (i.e., science, technology, engineering, and mathematics) is to intervene on students’ STEM motivation in school. However, a neglected question in intervention research is how such interventions affect motivation in subjects not targeted by the intervention. This question was addressed through data from a cluster-randomized study in which a value intervention was successfully implemented in 82 ninth-grade math classrooms. Side effects on value, self-concept, and effort in German as students’ native language and English as a foreign language were assessed 6 weeks and 5 months after the intervention. Negative effects on value for German, but not for English, were found 5 months after the intervention. The theoretical and educational implications of such effects are discussed.

Intercultural Identity — Religion, Values, In-Group and Out-Group Attitudes

The current study examines the mediating role of adolescents’ values in the relationship between religion and adolescents’ self-reported positive and negative out-group and in-group attitudes. 1790 adolescents (among them 1102 Christians and 372 Muslims, mean age = 15, 17 years) completed assessments of their religious denomination, individual values and perception of in-groups and out-groups. The self/other perception was represented by way of the constructs ethnocentrism and patriotism (perception of the in-group) on the one hand and the concepts discrimination, acceptance and tolerance (perception of out-groups) on the other. Referring on social identity theory, religion as a social categorisation was expected to have an impact on the self/other perception. Muslim and Christian adolescents were therefore assumed to differ in their in-group and out-group attitudes. T-tests yielded significant differences between Muslim and Christian adolescents, in line with the hypotheses, with regard to discrimination, acceptance and tolerance. Regression analyses and simple mediation models suggested that the values family and solidarity mediated the relationship between religion and adolescents’ out-group attitudes of discrimination and acceptance. In addition, the impact of religion on the in-group attitude of patriotism was shown to be mediated by solidarity and family. Solidarity was also found to mediate the effect of religion on tolerance. The current study has important implications for (inter)religious education.

Short Intervention, Sustained Effects: Promoting Students' Math Competence Beliefs, Effort, and Achievement.

The present study investigated the effectiveness of two short relevance interventions (writing a text or evaluating quotations about the utility of mathematics) using a sample of 1,916 students in 82 math classrooms in a cluster randomized controlled experiment. Short-term and sustained effects (6 weeks and 5 months after the intervention) of the two intervention conditions on students’ competence beliefs (self-concept, homework self-efficacy), teacher-rated individual effort, and standardized test scores in mathematics were assessed. Hierarchical linear regression analyses showed that students’ homework self-efficacy was higher in both intervention groups 6 weeks and 5 months after the intervention compared to the control condition. Students’ self-concept, teacher-rated effort, and achievement in mathematics were promoted through the quotations condition, partly in the long term.

Robin Hood effects on motivation in math: Family interest moderates the effects of relevance interventions.

Using a cluster randomized field trial, the present study tested whether 2 relevance interventions affected students’ value beliefs, self-concept, and effort in math differently depending on family background (socioeconomic status, family interest (FI), and parental utility value). Eighty-two classrooms were randomly assigned to either 1 of 2 intervention conditions or a control group. Data from 1,916 students (M age = 14.62, SD age = 0.47) and their predominantly Caucasian middle-class parents were obtained via separate questionnaires. Multilevel regression analyses with cross-level interactions were used to investigate differential intervention effects on students’ motivational beliefs 6 weeks and 5 months after the intervention. Socioeconomic status, FI, and parental utility values were investigated as moderators of the intervention effects. The intervention conditions were especially effective in promoting students’ utility, attainment, intrinsic value beliefs, and effort 5 months after the intervention for students whose parents reported lower levels of math interest. Furthermore, students whose parents reported low math utility values especially profited in terms of their utility and attainment math values 5 months after the intervention. No systematic differential intervention effects were found for socioeconomic status. These results highlight the effectiveness of relevance interventions in decreasing motivational gaps between students from families with fewer or more motivational resources. Findings point to the substantial importance of motivational family resources, which have been neglected in previous research.

Beneficial for some or for everyone? Exploring the effects of an autonomy-supportive intervention in the real-life classroom.

The present study investigated whether an autonomy-supportive intervention influenced students’ need satisfaction, achievement emotions, and strategies of self-regulated learning differently depending on several student characteristics. The study was conducted with a sample of 345 9th-grade students in 17 physics classrooms who were randomly assigned to an experimental or a control condition. In both conditions, their physics teachers taught a standardized teaching unit on heat transfer that either entailed autonomy support (via provision of choices, provision of rationales, and informational language) or was taught using the regular teaching style. A range of student characteristics (gender, prior physics grades, physics-related effort, interest, extrinsic motivation, self-efficacy, and perceived autonomy in physics class) were considered as potential moderators. The differential effectiveness of the autonomy-supportive intervention was investigated using the EffecLiteR approach. Both the average effects of the intervention and conditional effects (i.e., distinct interactions of the intervention with each of the student characteristics) were investigated. Analyzing average treatment effects revealed that the autonomy-supportive intervention had a positive impact on all outcomes. The intervention fostered need satisfaction, positive achievement emotions, and learning behaviors and reduced negative emotions. Moreover, the results showed that students’ prior grades moderated the effects of the intervention with regard to 3 outcomes: Students with higher grades reported greater optional choices, joy and effort. These findings point to the benefits of providing autonomy support in physics and demonstrate the relevance of conducting a detailed analysis of the differential effects of motivational interventions.

Effect Analysis Using Nonlinear Structural Equation Mixture Modeling

In this article, we present an approach for comprehensive analysis of the effectiveness of interventions based on nonlinear structural equation mixture models (NSEMM). We provide definitions of average and conditional effects and show how they can be computed. We extend the traditional moderated regression approach to include latent continous and discrete (mixture) variables as well as their higher order interactions, quadratic or more general nonlinear relationships. This new approach can be considered a combination of the recently proposed EffectLiteR approach and the NSEMM approach. A key advantage of this synthesis is that it gives applied researchers the opportunity to gain greater insight into the effectiveness of the intervention. For example, it makes it possible to consider structural equation models for situations where the treatment is noneffective for extreme values of a latent covariate but is effective for medium values, as we illustrate using an example from the educational sciences.

How Do Young Adults Orchestrate Their Multiple Achievement-Related Goals? Associations of Achievement Goal Orientations With Identity Formation and Goal Appraisals

Young adults strive for multiple achievement goals. Frameworks for achievement goal orientations, personal goals, and identity formation have emphasized the role of goal-specific exploration and commitment in the interpretation of goals. However, researchers have yet to combine these different perspectives in an empirical study. Therefore, to explore the processes involved in the selection of multiple goals, the present study investigated the associations of young adults’ achievement goal orientations (mastery-intrinsic, mastery-extrinsic, performance-approach, performance-avoidance, and work-avoidance orientations) with distinct styles of exploring and committing to goals, by considering different dimensions of identity formation (commitment making, identification with commitment, exploration in breadth, exploration in depth, and ruminative exploration) and achievement-related personal goal appraisals (commitment, effort, and progress). Latent change score models were applied to a longitudinal sample of 577 young Finns followed from age 23 to 25 to investigate cross-sectional and longitudinal associations with achievement goal orientations. The analyses revealed significant associations of identification with commitment and exploration in breadth and goal effort with the initial levels of mastery-intrinsic and mastery-extrinsic orientations. Notably, these dimensions of identity formation, goal effort, and mastery goal orientations accentuate motives for self-development and self-improvement. Although the associations were not supported by the longitudinal analyses, it seems fruitful to integrate different theoretical frameworks to further the understanding of the underlying processes in the pursuit of multiple goals.