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.     

Trait procrastination,self-efficacy and achievement goals: the mediation role of boredom coping strategies

Limited research has examined the mediational role of coping strategy in students’ motivation and procrastination. In this study, we examined the relationships among self-efficacy, achievement goals, boredom coping strategies and procrastination with 506 Chinese college students. Data were collected via questionnaires. Structural equation modelling results showed that both self-efficacy and approach goals significantly predicted approach-oriented coping strategies, and avoidance goals significantly predicted avoidance-oriented coping strategies. Among the different types of boredom coping strategies, only behavioural avoidance coping strategy significantly predicted procrastination. Hence, the mediating link was only found between avoidance goals, behavioural avoidance coping strategy and procrastination. Implications of the mediating role of behavioural avoidance coping strategy in the goal-procrastination relationship were further discussed.     

Intraindividual relations between achievement goals and discrete achievement emotions: An experience sampling approach

Theories on the link between achievement goals and achievement emotions focus on their within-person functional relationship (i.e., intraindividual relations). However, empirical studies have failed to analyze these intraindividual relations and have instead examined between-person covariation of the two constructs (i.e., interindividual relations). Aiming to better connect theory and empirical research, the present study (N = 120 10th grade students) analyzed intraindividual relations by assessing students' state goals and emotions using experience sampling (N = 1409 assessments within persons). In order to replicate previous findings on interindividual relations, students' trait goals and emotions were assessed using self-report questionnaires. Despite being statistically independent, both types of relations were consistent with theoretical expectations, as shown by multi-level modeling: Mastery goals were positive predictors of enjoyment and negative predictors of boredom and anger; performance-approach goals were positive predictors of pride; and performance-avoidance goals were positive predictors of anxiety and shame. Reasons for the convergence of intra- and interindividual findings, directions for future research, and implications for educational practice are discussed.     

Individual differences in achievement goals: A longitudinal study of cognitive, emotional, and achievement outcomes

Within achievement goal theory debate remains regarding the adaptiveness of certain combinations of goals. Assuming a multiple-goals perspective, we used cluster analysis to classify 1002 undergraduate students according to their mastery and performance-approach goals. Four clusters emerged, representing different goal combinations: high mastery/performance (i.e., multiple goals), dominant mastery, dominant performance, and low mastery/performance (i.e., low motivation). In a longitudinal analysis over one academic year, the clusters were compared on cognitive appraisals (expected achievement, perceived success), achievement-related emotions (enjoyment, boredom, anxiety), and objective measures of academic achievement (final grade in Introductory Psychology, GPA). The low-motivation cluster demonstrated the least adaptive profile across all outcomes. The multiple-goals, mastery, and performance clusters showed equivalent levels of achievement; however, students in the performance cluster were more psychologically and emotionally vulnerable than the multiple-goals and mastery clusters. Our discussion focuses on the immediate and potentially long-term implications of specific goal combinations for students and educators, with particular attention to understanding the cognitive and emotional vulnerabilities of students in the performance cluster which appear despite satisfactory achievement levels.     

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.     

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.     

The influence of achievement goals and social goals on help-seeking from peers in an academic context

The influence of achievement goals and social goals on help-seeking from peers in an academic context was examined in two studies. A total of 551 high school students participated in the two studies. The results across the studies demonstrated strong convergence, revealing that mastery-approach, mastery-avoidance, and friendship-approach goals were positive predictors of instrumental help-seeking, whereas performance-avoidance and friendship-avoidance goals were negative predictors. Study 2 additionally demonstrated that attitudes toward help-seeking mediate the influence of achievement and social goals on instrumental help-seeking. These results add to the body of work investigating achievement and social motivation together to more fully understand motivational influences on academic outcomes.     

Differential prospective relationships of social-oriented and individual-oriented achievement motivations with achievement goals and affective wellbeing: A 1-year follow-up study

This study aimed to investigate the differential prospective relationships of social-oriented achievement motivation (SOAM) and individual-oriented achievement motivation (IOAM) with student's adoption of specific achievement goals and their affective wellbeing (AWB). A total of 332 Chinese university students (M_age = 19.139; Female = 75%) voluntarily participated in the baseline and the 1-year follow-up surveys of this study. The factor score path analysis results showed statistically significant positive paths from SOAM and IOAM at baseline to performance goals and mastery goals, respectively, at follow-up. Moreover, a statistically significant positive path was found from SOAM at baseline to negative affective experiences, at follow-up, and no association was found between IOAM and AWB, after controlling for achievement goals. The findings suggest the usefulness of raising educators' and parents' awareness regarding the double-edged sword of utilizing socially valued motives to promote performance approach goals in individuals because such values potentially lowering their psychological wellbeing.     

A well-rounded view: Using an interpersonal approach to predict achievement by academic self-concept and peer ratings of competence

Academic self-concept is a prominent construct in educational psychology that predicts future achievement. Similarly, peer ratings of competence predict future achievement as well. Yet do self-concept ratings have predictive value over and above peer ratings of competence? In this study, the interpersonal approach (Kwan, John, Kenny, Bond, & Robins, 2004) was applied to academic self-concept. The interpersonal approach decomposes the variance in self-concept ratings into a “method” part that is due to the student as the rater (perceiver effect), a shared “trait” part that is due to the student’s perceived achievement (target effect), and an idiosyncratic self-view (self-enhancement). In a round-robin design of competence ratings in which each student in a class rated every classmate’s competence, a total of 2,094 school students in 89 classes in two age cohorts rated their own math competence and the math competence of their classmates. Three main results emerged. First, self-concept ratings and peer ratings of competence had a substantial overlap in variance. Second, the shared “trait” part of the competence ratings was highly correlated with achievement and predicted gains in achievement. Third, the idiosyncratic self-view had a small positive association with (future) achievement. Altogether, this study introduces the interpersonal approach as a general framework for studying academic self-concept and peer ratings of competence in an integrated way.     

Perfectionism and foreign language achievement: The mediating role of emotions and achievement goals

The purpose of the present study was to examine the role of perfectionism in the second/foreign language (L2) learning context. To this end, we investigated the possible links between perfectionism, emotions, achievement goals, and L2 achievement. A total number of 2008 secondary school students completed the relevant questionnaires. First, confirmatory factor analysis was performed to assure the construct validity of the questionnaires. Then, separate structural equation models were conducted to examine the relations among variables. Results indicated that adaptive perfectionism was directly related to positive emotions, while the opposite pattern was found for maladaptive perfectionism. Moreover, only adaptive perfectionism was related to mastery goals, and both adaptive and maladaptive perfectionisms were related to performance-approach goals and performance-avoidance goals. Maladaptive perfectionism dimensions were negatively related to L2 achievement, while one dimension of adaptive perfectionism had positive relation and another one had negative relation with L2 achievement. Finally, mediation analysis was performed and results showed that only negative emotions and only mastery goals could mediate the relation between perfectionism dimensions and L2 achievement.     

Trajectories of implicit theories and their relations to scholastic aptitude: A mediational role of achievement goals

Implicit theories of intelligence play an important role in students’ academic motivation and achievement. This longitudinal study examined how the trajectories of implicit theories of intelligence from Grade 8 to Grade 10 were related to Grade 12 SAT achievement via Grade 11 achievement goals. We employed parallel process models to examine changing patterns of Korean students’ (N = 6491) entity and incremental theories over three years. Results showed that both entity and incremental theories increased over time. The intercept and the slope of entity theory were negatively related with the intercept and the slope of incremental theory, respectively. In line with Dweck’s theoretical framework, increases in incremental theory were found to predict SAT achievement via mastery-approach goals, whereas increases in entity theory predicted SAT achievement via performance-approach goals. The results indicate that different types of achievement goals play unique roles in mediating the relation between changes in implicit theories and SAT achievement.     

Same mindset,different goals and motivational frameworks: Profiles of mindset-based meaning systems

Growth and fixed mindsets have been linked to distinct effort beliefs, goals, and behaviours, creating a seemingly dichotomous pattern of motivation. Yet, students holding the same mindset are unlikely a homogenous group and may further differ in their motivational patterns. The current study employed a person-centred approach to investigate how mindsets and associated constructs naturally cohered and functioned together to influence student achievement. Data were collected from 535 English students (aged 14–16 years) on mindsets, effort beliefs, achievement goals, perseverance, and self-handicapping, along with their English and maths performance at the end of secondary school. Latent profile analyses revealed four distinct profiles. Across the profiles, students’ mindset co-varied with effort beliefs, mastery goals, perseverance, and self-handicapping, but the relationship between mindsets and performance goals was less straightforward. Two profiles supported the classic growth mindset–mastery goal (Growth-Focused) and fixed mindset–performance goal pairings (Ability-Focused). The other two profiles, however, displayed alternative combinations of mindsets and goals that had not been acknowledged in the past. Specifically, some growth mindset students embraced performance goals alongside mastery goals (Growth-Competitive), and some fixed mindset students did not endorse performance goals (Disengaged). The two growth-oriented profiles consistently performed well, and Growth-Competitive students even outperformed Growth-Focused students in maths. Compared to girls, boys were more often found in Ability-Focused and Disengaged profiles. The results indicate a nuanced set of relations between mindsets and achievement goals, highlighting the dynamic integration of motivational beliefs and goals within individuals.     

Students’ emotions during homework in mathematics: Testing a theoretical model of antecedents and achievement outcomes

The experience of pleasant and unpleasant emotions in academic situations is known to affect students’ learning. The aim of the present study was to extend previous research by examining the antecedents and consequences of student emotions in the homework context. Multilevel analyses of a longitudinal dataset containing 3483 grade 9 and grade 10 students in 155 classes showed that the perceived quality of the homework tasks assigned by the teacher affected students’ experience of unpleasant homework-related emotions. Moreover, the experience of unpleasant emotions during homework sessions was negatively related to homework effort and negatively predicted later achievement in mathematics.     

Achievement after failure: The role of achievement goals and negative self-related thoughts

Theory on achievement goals favours a trichotomous model encompassing learning goals, performance-approach, and performance-avoidance goals. Performance-avoidance goals are associated with lower achievement compared to performance-approach and learning goals. The present study investigated the predictions of this model as regards achievement after failure. Low achievement of participants with performance-avoidance goals was expected to be mediated by a high degree of negative self-related thoughts. Before manipulating achievement goals, achievement on verbal analogies was assessed. After manipulating achievement goals for an anagram task, all participants (N = 87) were exposed to failure. Subsequently, achievement on a parallel version of the verbal analogies task was assessed. Participants in the performance-avoidance goals condition showed low achievement after failure, mediated by a high degree of negative self-related thoughts.     

Attributional beliefs of Singapore students: relations to self-construal,competence and achievement goals

This study investigates attributional beliefs of Singapore secondary students in their English study and how they can be predicted by self-construal, competence and achievement goals. A total of 1,496 students were administered surveys on seven attributions, independent and interdependent self-construals, previous achievement, self-efficacy, mastery approach and avoidance goals and performance approach and avoidance goals. We found that Singapore students attributed academic success mainly to internal regulation (effort, interest and study skills), followed by teachers’ help, ability, parents’ help and tuition classes. Hierarchical regression analyses showed that three predictors (self-construal, competence and achievement goals) explained 4.2–12.3% of the variances in students’ attributional beliefs. In particular, students with interdependent self-construal, high competence or mastery goals tended to attribute academic success to internal regulation (effort, interest and study skills) and support from teachers and parents. Students with low competence, high mastery avoidance goals or high performance goals were more likely to value tuition classes, and those with high performance avoidance goals also tended to ascribe academic success to ability and parent’s help. The findings are discussed in relation to the culture of Singapore.     

Modelling achievement in advanced computer science: the role of learner characteristics and perceived learning environment

Background and Context: Understanding the effects of learner characteristics and perceived learning environment on achievement in academic fields including Computer Science (CS) is of critical importance.

Objective: This study aimed at testing a hypothesized model of achievement in CS in terms of the learner and the learning environment characteristics.

Method: Data were collected using a questionnaire administered to a random sample of 315 eleventh and twelfth-grade advanced CS students (28% girls). Structural equation modelling (SEM) analysis was utilized to test the proposed structural model.

Findings: The hypothesized structural model fits the data reasonably, yet five of the 17 assumed effects were not significant. A modified model with only significant effects fit the data well and accounted for 41% of the variance. Mathematics achievement, self-efficacy and classroom learning environment are the most influential variables on achievement in CS.

Implications: The findings bear important implication for helping students by resolving obstacles that obstruct their learning and achievement.     

Phantom and big-fish-little-pond-effects on academic self-concept and academic achievement: Evidence from English early primary schools

The Big-Fish-Little-Pond Effect (BFLPE) suggests that school-average achievement has a negative effect on academic self-concept (ASC); some research has also verified a negative effect on students' academic achievement. Our study evaluates the compositional effects of school-average achievement on both outcomes, using a longitudinal sample of English early primary school students in Year 1 and Year 4. We provide evidence for BFLPEs in children as young as six to nine years of age. Further, we show that the BFLPE is a potential mechanism in the negative compositional effect of school average achievement in Year 1 on students' achievement in Year 4. Once adjustments for measurement error are made, the negative effect of school-average achievement on students' self-concept, and on their subsequent achievement, becomes even more negative. Our findings question previous research suggesting that attending a school with higher average achievement necessarily advances students’ outcomes.     

School and home connections and children's kindergarten achievement gains: The mediating role of family involvement

Children's home and school are the most influential contexts in which learning and development occur, especially during early childhood. This paper builds on Bronfenbrenner's ecological theory and Epstein's theory of overlapping spheres of influence to examine school and family connections and their relationships to family involvement and students’ achievement gains. We used a nationally representative sample of kindergartners (16,425 students from 864 schools) and found that schools’ efforts to communicate with and engage families predicted greater family involvement in school and higher levels of student achievement in reading and math at the end of kindergarten. We also found that, on average, family involvement at school and parents’ educational expectations were associated with gains in reading and math achievement in kindergarten. We discuss the implications of our findings for policy makers, researchers, and practitioners.     

Fear of failure, 2 × 2 achievement goal and self-handicapping: An examination of the hierarchical model of achievement motivation in physical education

In this study, the hierarchical model of achievement motivation [Elliot, A. J. (1997). Integrating the “classic” and “contemporary” approaches to achievement motivation: A hierarchical model of approach and avoidance achievement motivation. In P. Pintrich & M. Maehr (Eds.), Advances in motivation and achievement (Vol. 10, pp. 143–179). Greenwich, CT: JAI Press] is used to investigate the motivational mechanism behind the relationship between fear of failure and self-handicapping adoption. A cross-sectional design was employed. The participants were 691 college students enrolled in physical education in Taiwan. Students completed the Performance Failure Appraisal Inventory (PEAI-S; Conroy, D. E., Willow, J. P., & Metzler, J. N. (2002). Multidimensional measurement of fear of failure: The performance failure appraisal inventory. Journal of Applied Sport Psychology, 14, 76–90), the Chinese 2 × 2 Achievement Goal Questionnaire for Physical Education (CAGQ-PE; Chen, L. H. (2007). Construct validity of Chinese 2 × 2 achievement goal questionnaire in physical education: Evidence from collectivistic culture. Paper presented at the 5th conference of the Asian South Pacific Association of Sport Psychology. Bangkok, Thailand) and the Self-Handicapping Scale (SHS; Wu, C. H., Wang, C. H., & Lin, Y. C. (2004). The exploratory and confirmatory factor analysis of self-handicap scale for sport. Journal of Higher Education in Physical Education, 6(1), 139–148). Structural equation modeling was conducted. Generally, the results showed that mastery-avoidance and performance-avoidance goals partially mediated the relationship between fear of failure and self-handicapping. The results are discussed in terms of the hierarchical model of achievement motivation, and its implications for physical education are also highlighted.