Moving beyond academic achievement goal measures: A study of social achievement goals

The current research explored the theory of social goal orientation. More specifically, we conducted three studies utilizing six-independent university student samples to evaluate the construct validity of the Social Achievement Goal Orientation Scale (SAGOS; Ryan & Hopkins, 2003), a measure representing the construct of social goal orientation. The purpose of Study 1 was to: (1) compare the three-dimensional (mastery, performance-approach, and performance-avoidance) model of social goal orientation to three theoretically based competing models, (2) examine item functioning, and (3) assess generalizability of the factor structure. The fit of the proposed three-factor model was promising; however, areas of misfit and problematic items were identified. Stronger support for the three-factor structure of goal orientation was found using scores from an abbreviated 13-item SAGOS. In Study 2, item wording was altered slightly to evaluate a revised Social Achievement Goal Scale (SAGS), yet resulted in similar findings. Study 3 examined external validity evidence for the SAGS, garnering some support for the meaning of the scores. Although continued refinement of the SAGOS and SAGS is recommended, the findings help contribute to our general understanding and conceptualization of social goal theory and the role that social goals may play in academic contexts.     

Predicting genetics achievement in nonmajors college biology

Students enrolled in a non-majors college biology course were pretested to determine their level of intellectual development, degree of field independence, mental capacity, amount of prior genetics knowledge, and amount of fluid intelligence. They were then taught a unit on Mendelian genetics. The only student variables found to not account for a significant amount of variance on a test of reading comprehension and/or a test of genetics achievement was amount of prior genetics knowledge. Developmental level was found to be the most consistent predictor of performance, suggesting that a lack of general hypothetico-deductive reasoning ability is a major factor limiting achievement among these students.     

Changes in self-esteem across the first year in college: the role of achievement goals

This longitudinal study examined the effects of achievement goals on the growth trajectories of self-esteem during the first-year at a comprehensive public university. College freshmen (N?=?311) were followed for one academic year with three time points. Between-individual differences and within-individual change in achievement goals were distinguished and used as predictors for the growth trajectories of self-esteem. A growth curve analysis revealed that initially high mastery goals and subsequent increases in mastery goals were related to high self-esteem while initially high performance-avoidance goals were related to low self-esteem. The initial levels of performance-approach goals were not related to self-esteem but subsequent increases in performance-approach goals were associated with low self-esteem. Theoretical and practical implications are discussed.     

Expectancy value interactions and academic achievement: Differential relationships with achievement measures

Motivation predicts academic achievement beyond cognitive ability. Expectancy value theory (Eccles et al., 1983) is a widely accepted and powerful approach explaining academic achievement as well as educational choices and attainment. Recently, attention to the multiplicative term of expectancy and value beliefs has increased. Trautwein et al. (2012) reported a detrimental effect of high task value when expectancy beliefs were low. We aimed to replicate and extend their study by using a large, representative sample of students attending upper secondary school in the German federal state Schleswig-Holstein (N = 3367). Following Trautwein et al. (2012), we applied latent interaction modelling to test whether the predictive value of expectancy value interactions differs for grades, final examinations, and standardized test scores as measures of achievement in two domains. We took the multi-dimensional structure of task value into consideration, analyzing the four components (attainment, intrinsic value, utility and cost) separately. Both a verbal and a non-verbal domain (English as a foreign language and mathematics) were investigated. Overall, the results supported those of Trautwein et al. (2012). However, our findings suggested measure- and domain-specific differences when using expectancy value beliefs and their interactions to predict academic achievement. Interaction terms predicted final examination results in both English and mathematics. Further, interaction effects were significant for grades in English but not mathematics. In general, effect sizes of multiplicative terms were small, especially in contrast to expectancy beliefs. Findings are discussed regarding the practical and conceptual importance of the multiplicative term in expectancy value theory applied in an educational setting.     

Predicting college success: the importance of ability and non-cognitive variables

This chapter introduces a study which focuses on predicting college success as measured by students’ grade point averages (GPAs). The chapter also reviews prior research related to various types of predictors. Specifically, two categories of predictors are identified: ability measures and non-cognitive variables. Finally, an overview of the study is presented.     

Predicting Singapore students' achievement goals in their English study: Self-construal and classroom goal structure

This study examined the role of self-construal and classroom goal structure in predicting Singapore secondary students' achievement goals in their English study. Students from 104 classes were administered surveys of achievement goals, classroom goal structure, English self-concept, and self-construal. The results of two-level hierarchical linear modeling showed that after controlling for gender, previous English achievement, and English self-concept, interdependent self-construal significantly predicted mastery approach and avoidance goals, while independent self-construal was associated with performance approach, performance avoidance, and mastery approach goals. Mastery classroom goal structure predicted mastery approach and avoidance goals, whereas performance classroom goal structure predicted performance approach and avoidance goals as well as mastery avoidance goals. In addition, students with interdependent self-construal in classrooms with a performance focus were more likely to endorse mastery approach, mastery avoidance, and performance avoidance goals, while students with independent self-construal in classrooms with a performance focus tended to have performance approach goals. This study provides validation for the 2 × 2 framework of achievement goals, and advances our knowledge of how students adopt multiple goals. The findings are related to the educational achievement context of Singapore.     

Predicting achievement goals in the East and West: the role of grit among American and Chinese university students

Based on the hierarchical model of achievement motivation, this study examined how grit predicted achievement goals among two university student samples from American and Chinese cultures. Grit, as a personality trait, includes consistency of interest and perseverance of effort; achievement goals are represented by four types of goals, namely, mastery-approach, performance-approach, mastery-avoidance and performance-avoidance goals. Two hundred and seventy-two undergraduate students (158 Americans and 114 Chinese) were recruited and completed the survey online. Results showed that, though positively correlated, the two aspects of grit predicted achievement goals in very different ways. Specifically, consistency of interest negatively predicted performance-avoidance goals, whereas perseverance of effort positively predicted all four achievement goals (i.e. mastery-approach, performance-approach, mastery-avoidance, and performance-avoidance goals). Multi-group structural equation modelling revealed that this pattern was equivalent across the two cultural samples.     

Revisiting the benefits of performance-approach goals in the college classroom: exploring the role of goals in advanced college courses

In our previous work documenting benefits of both mastery and performance-approach goals, we assessed achievement goals for a particular type of student (specifically, the college student) in a particular type of classroom environment (specifically, the large introductory lecture). The current study sought to extend our initial work by testing college students in a different classroom environment (specifically, the small advanced seminar). Contrary to predictions that mastery goals may prove more advantageous in this context and performance goals less advantageous, we continued to find positive effects for both mastery and performance-approach goals. Implications for achievement goal theory are discussed.     

Metacognition, achievement goals, study strategies and academic achievement: pathways to achievement

The purpose of this research was to develop and test a model of effective self-regulated learning. Based on effort expenditure we discerned effective self-regulators and less effective self-regulators. The model comprised achievement goals (mastery, performance-approach and -avoidance goals), metacognition (metacognitive knowledge, regulation and experience), study strategies (metacognitive, deep cognitive, surface cognitive and resource management strategies) and academic achievement. The relationships in the model were tested with controlling for intellectual ability, gender and age. The results showed that effective self-regulated learning involved two pathways: a metacognitive and a strategy pathway. The first pathway involved a positive relationship of mastery goals and a negative relationship of performance-avoidance goals with metacognition. Metacognition positively affected the use of the four study strategies. The strategy pathway involved positive effects of mastery and performance-approach goals on the use of metacognitive and deep cognitive strategies. Further, performance-approach goals positively affected the use of surface cognitive and resource management strategies. The use of metacognitive and resource management strategies had a positive and the use of surface cognitive strategies had a negative effect on exam scores.     

Self‐efficacy,reasoning ability,and achievement in college biology

This study compared the relationships of self‐efficacy and reasoning ability to achievement in introductory college biology. Based on the hypothesis that developing formal and postformal reasoning ability is a primary factor influencing self‐efficacy, a significant positive correlation was predicted between reasoning ability and degree of self‐efficacy to complete biological tasks. Further, reasoning ability was predicted to be more highly correlated with course achievement than self‐efficacy. The study involved pre‐ and posttesting 459 introductory biology students. Both self‐efficacy and reasoning ability increased during the semester. As predicted, self‐efficacy and reasoning ability were positively correlated. Depending on the nature of the achievement measure, reasoning ability accounted for some 15 to 30 times more variance in achievement than self‐efficacy. Also, as predicted, reasoning ability was a strong predictor of self‐efficacy, but self‐efficacy was not a strong predictor of reasoning ability. Self‐efficacy estimates and achievement were higher for the concrete tasks than for the formal tasks and higher for the formal tasks than for the postformal tasks. In general, students tended to overestimate their abilities to carry out the concrete, formal, and postformal tasks. Results support the study's working hypothesis that intellectual development continues for some students during the college years, that a postformal level of intellectual development exists, and that reasoning ability is a primary factor influencing both self‐efficacy and achievement. Student overestimation of their abilities may contribute to complacency, lack of effort, and to less than optimal achievement. Consequently, it may be advantageous early in the semester to provide students with particularly challenging tasks that “shock” them out of their complacency and perhaps increase their effort, their reasoning skills, and their achievement. © 2006 Wiley Periodicals, Inc. J Res Sci Teach 44: 706–724, 2007     

College grades and adult achievement: A research synthesis

The present study used meta-analytic methodology to synthesize research on the relationship between college grades and adult achievement. The data for the meta-analysis came from 108 studies correlating grade average in college to various criteria of adult achievement or success. The average correlation between grade average and a composite success criterion was .18, a small effect. Correlations between grade average and eight other criteria of adult achievement were also small, ranging from .09 to .20. Correlational effects were larger in military settings and for studies conducted prior to 1950. The results of this meta-analysis may be somewhat discouraging to those who place a great deal of importance on the predictive value of grades.     

Effects of achievement goals on self-control

Recent research has shown that achievement goals differ in their effects on working memory capacity and the metacognitive judgment of learning as part of the self-regulatory process. To extend this line of inquiry, we examined the effects of achievement goals on self-control, arguably the most critical subset of self-regulation. In three experiments, adolescent and early-adult learners were randomly assigned to mastery goal, performance-approach goal, and performance-avoidance goal conditions and performed self-control tasks in ego-depleting contexts. Students in the mastery goal condition demonstrated significantly better performance than students in the performance-approach goal condition on a task that required attentional control (Experiment 1) and inhibitory control after negative feedback (Experiments 2 and 3). The performance of students in the performance-avoidance goal condition did not differ significantly from that of students in the mastery goal or the performance-approach goal conditions. Planned-comparison ANCOVAs nonetheless revealed that, across all three experiments, the self-control performance of the students in the mastery goal condition was significantly better than that of the students in the two performance goal conditions combined. Mediation analysis further suggested that performance-approach and performance-avoidance goals evoked more task-irrelevant thoughts than mastery goals did, which subsequently interrupted students’ self-control performance (Experiment 3). We discuss the implications of the mechanisms underlying motivational influences on self-control for adolescents, who experience frequent self-regulation failures in learning contexts.     

Predicting teachers' achievement goals for teaching: The role of perceived school goal structure and teachers' sense of efficacy

The present study investigated contextual and personal factors associated with teachers' achievement goals for teaching. A total of 211 teachers completed an online survey. Hierarchical multiple regression analyses revealed that perceived school mastery goal structure and performance goal structure predicted teachers' mastery goals and performance-approach goals, respectively. Teachers' sense of efficacy moderated the effect of perceived school goal structures on achievement goals for teaching. Teachers with high teaching efficacy maintained personal achievement goals for teaching even when their schools emphasized conflicting goals. However, teachers with low teaching efficacy tended to assimilate the goals promoted by their schools.     

Kindergarten reasoning and achievement in grades K-3

Performance of kindergarten children on reasoning (Piaget tasks of logical thinking), visual-motor integration, and verbal development was related to achievement scores in kindergarten, second grade, and third grade. Subjects were 52 children in the kindergarten classes of a middle-class, suburban/rural school. Reasoning and visual-motor integration were related to achievement on the Metropolitan Achievement Test at the end of kindergarten. For the 43 children remaining in second grade, there was a relationship between reasoning in kindergarten and achievement on the Reading and Math Concepts sections of the Iowa Test of Basic Skills. For the 38 children remaining in third grade, kindergarten reasoning was related to total and Vocabulary scores of the California Achievement Test. Kindergarten visual-motor integration and verbal development were not related to achievement test performance at the end of the second and third grade for these subjects. Early intervention programs that encourage the development of thinking and match the child's reasoning to his academic tasks may stimulate both reasoning and achievement.     

The power of anticipated feedback: Effects on students' achievement goals and achievement emotions

In an experimental study (N = 153 high school students), we tested a theoretical model positing that anticipated achievement feedback influences achievement goals and achievement emotions, and that achievement goals mediate the link between anticipated feedback and emotions. Participants were informed that they would receive self-referential feedback, normative feedback, or no feedback for their performance on a test. Subsequently, achievement goals and discrete achievement emotions regarding the test were assessed. Self-referential feedback had a positive influence on mastery goal adoption, whereas normative feedback had a positive influence on performance-approach and performance-avoidance goal adoption. Furthermore, feedback condition and achievement goals predicted test-related emotions (i.e., enjoyment, hope, pride, relief, anger, anxiety, hopelessness, and shame). Achievement goals were documented as significant mediators of the influence of feedback instruction on emotions, and mediation was observed for seven of the eight focal emotions. Implications for educational research and practice are discussed.