High-school students' need for cognition,self-control capacity,and school achievement: Testing a mediation hypothesis

In the present article, we examine the hypothesis that high-school students' motivation to engage in cognitive endeavors (i.e., their need for cognition; NFC) is positively related to their dispositional self-control capacity. Furthermore, we test the prediction that the relation between NFC and school achievement is mediated by self-control capacity. A questionnaire study with grade ten high-school students (N = 604) revealed the expected relations between NFC, self-control capacity, and school achievement. Sobel tests showed that self-control capacity mediated the relation between NFC and school grades as well as grade retention.     

How students build their performance expectancies: The importance of need for cognition

Individual differences in need for cognition (NFC) have been found to correspond with differences in information processing. Individuals with lower NFC process information using a peripheral route compared to individuals higher in NFC. These differences may effect the formation of performance expectancies. Based on previous work demonstrating that the formation of performance expectancies can be understood as an information-processing event and that inferring expectancies from the specific self-concept requires cognitive motivation, we tested whether students with higher NFC had performance expectancies in a specific subject that more strongly depended on their specific self-concept. Three hundred seventy-five students from grade 8 and 9 reported their NFC, their performance expectancies for the final report card in Mathematics and German, the general self-concept, and specific self-concepts in Mathematics and German. Multiple linear regressions supported the interaction hypothesis concerning performance expectancies in Mathematics and German. The higher the students’ NFC, the stronger performance expectancies were related to the corresponding specific self-concept. Individual differences in NFC influence motivational processes and should be included in models describing the relation between self-concepts and students’ beliefs like expectancies.     

Influence of grade level on perceptual learning style preferences and language learning strategies of Taiwanese English as a foreign language learners

The purpose of this study was to investigate relationships between grade level, perceptual learning style preferences, and language learning strategies among Taiwanese English as a Foreign Language (EFL) students in grades 7 through 9. Three hundred and ninety junior high school students participated in this study. The instruments for data collection were the Perceptual Learning Style Preference Questionnaire (PLSPQ) and the Strategy Inventory for Language Learning (SILL). Results showed that statistically significant relationships were found to exist between grade level and kinesthetic learning style preference (p = .001), tactile learning style preference (p = .047), and individual learning style preference (p = .02). Results also showed that statistically significant relationships were found to exist between grade level and the use of memory strategies (p = .005), cognitive strategies (p = .02), metacognitive strategies (p = .000), affective strategies (p = .000) and social strategies (p = .000). Implications are that it is critical for classroom teachers to be more aware of the differences in their students and ensure that their courses present information that appeal to students in different grade levels.     

Academic goals,goal process cognition,and exam performance among college students

We investigated the nature of and linkages between student-generated academic goals, individual differences in self-regulatory thinking (goal process cognition), and exam performance among college students. In Study 1 (N = 365) and in Study 2 (N = 325), we elicited students' self-ascribed most important academic goals for introductory psychology and their goal process cognition toward their most important goal. In addition, in Study 2, we collected data on students' exam scores in introductory psychology and their most important academic goal and goal process cognition for another course. Three types of academic goals were identified: performance (39–55%), mastery (22–39%), and study strategies (20–23%). Students with mastery academic goals had the highest positive arousal whereas students with performance academic goals had the highest negative arousal. Compared to students with performance academic goals, students with mastery academic goals had lower exam scores in introductory psychology and this difference was mediated, in part, by goal process cognition.     

Motivation and coping with the stress of assessment: Gender differences in outcomes for university students

The main objectives of the present research were to test a conceptual model linking motivational processes involved in coping with the stress of university assessment, and to examine gender differences in these processes. Self-determined motivation was hypothesized to predict coping strategies and the response to assessment-related stress, and coping was hypothesized to play a considerable role in short- and long-term outcomes of assessment. We examined this model using multiple group path analysis. In Study 1 (N = 265), music students’ use of engagement-coping strategies led to stronger musical career intentions, while disengagement-coping strategies led to weaker intentions. In Study 2 (N = 340), students’ increased use of engagement coping, and decreased use of disengagement coping strategies led to higher grades, higher positive affect and lower negative affect. In both studies, engagement and disengagement-coping were predicted by autonomous and controlled motivation, respectively. Motivation also indirectly predicted academic outcomes through stress appraisal and coping. While women experienced higher levels of stress, men were more negatively affected by the use of disengagement-oriented coping. Gender differences were also found on the links between engagement-oriented coping and outcomes. These results fill an important gap in the literature regarding gender differences in the outcomes coping in education, as well as contributing to a better understanding of the processes linking motivation, coping and academic outcomes.     

Academic motivation and self-regulation: A comparative analysis of undergraduate and graduate students learning online

To succeed in autonomous online learning environments, it helps to be a highly motivated, self-regulated learner. The present study explored potential differences between undergraduate (n = 87) and graduate students (n = 107) in their levels of academic motivation and self-regulation while learning online. In particular, this study provides a comparative analysis of undergraduate and graduate students' motivational beliefs (task value and self-efficacy), use of deep processing strategies (elaboration and critical thinking), and motivational engagement (procrastination and choice behaviors). As hypothesized, graduate students learning online reported higher levels of critical thinking than undergraduates. Moreover, after controlling for experiential differences, a logistic regression analysis indicated that graduate student membership was predicted by higher levels of critical thinking and lower levels of procrastination. On the other hand, undergraduate membership was predicted, somewhat paradoxically, by greater task value beliefs and greater intentions to enroll in future online courses. Implications for online instructors and suggestions for future research are discussed.     

Materialism does not pay: Materialistic students have lower motivation,engagement, and achievement

The aim of this study was to examine how materialism, or the focus on acquiring money and material possessions, is associated with students’ academic engagement and achievement via their motivational regulation (amotivation, controlled motivation, and autonomous motivation). Study 1 (n = 606 secondary students) was a cross-sectional study which found that materialism was negatively associated with engagement. This association was partially mediated by amotivation. Study 2 (n = 404 secondary students) was a longitudinal study which found that Time 1 materialism was negatively associated with Time 2 engagement and Time 3 academic achievement via amotivation. Results of the two studies provide converging lines of evidence that materialism is negatively associated with key indicators of learning. Students with high levels of materialism have lower levels of engagement and achievement, and these associations are partially mediated by amotivation. Theoretical and practical implications are discussed.     

Adolescent expectancy-value motivation and learning: A disconnected case in physical education

This study reports adolescent expectancy-value motivation, and its relation to fitness knowledge and psychomotor skill learning in physical education. Students (N = 854) from 12 middle schools provided data on expectancy-value motivation, fitness knowledge and psychomotor skill learning. Results from dependent t-test and MANOVA indicated that 8th grade students rated task values significantly lower than 6th grade while their expectancy beliefs did not significantly differ. Students gained sizable fitness knowledge (d = 0.58, p < 0.05) and badminton skill (d = 1.40, p < 0.05). Multiple regression analyses revealed that expectancy-value motivation did not significantly predict learning in fitness knowledge or psychomotor skills. These findings suggest that expectancy-value motivation might predict engagement and performance, but not necessarily learning achievement in physical education.     

Social models in the cognitive appraisal of self-efficacy information

The purpose of this investigation was to test (a) whether students distinguished between self-efficacy sources according to social model and (b) how predictive the self-efficacy information students received from each social model was for their self-efficacy beliefs. For this purpose, new vicarious experience and social persuasion scales were developed that independently assess the respective source of self-efficacy information conveyed by three social models, family members, teachers, and peers. As revealed by exploratory factor analysis, confirmatory factor analysis, and multitrait-multimethod analysis, the Korean high school students in Studies 1 (N = 395) and 3 (N = 393) and the Korean college students in Study 2 (N = 220) clearly distinguished between the self-efficacy sources and the social models who delivered this information (family members, teachers, or peers). Student responses to vicarious experience fluctuated more by social model than did their responses to social persuasion. The correlations further suggest the possibility that the existing scale largely taps vicarious experience from teachers and peers rather than vicarious experience from family members. The predictive utility of vicarious experience and social persuasion for self-efficacy also varied according to the social model involved and by the academic domain. Social persuasion by teachers predicted student self-efficacy in mathematics, while vicarious experience from teachers predicted student self-efficacy in English as a foreign language, in addition to mastery experience and physiological state.     

Childhood adversity and adult depression: The protective role of psychological resilience

Adverse childhood experiences (ACEs), such as childhood abuse, neglect, and household dysfunction, have been identified as salient risk factors for adult depression. However, not all individuals who experience ACEs go on to develop depression. The extent to which resilience- or the ability to demonstrate stable levels of functioning despite adversity- may act as a buffer against depression among individuals with a history of ACEs has not been adequately examined. To address the associations between ACEs, depression, and resilience, 4006 adult participants were recruited from primary care clinics. Participants completed self-report questionnaires including: the Adverse Childhood Experiences Questionnaire, a retrospective measure of childhood adversity; the Patient Health Questionnaire-9, a measure of the presence and severity of the major symptoms of depression; and the Connor Davidson Resilience Scale, a measure of psychological resilience. Results from regression analyses indicated that, while controlling for a range of demographic variables, both ACEs and resilience independently predicted symptoms of depression, F(9, 3040) = 184.81, R² = 0.354. Further, resilience moderated the association between ACEs and depression, F(10, 3039) = 174.36, p < 0.001, R² = 0.365. Specifically, the association between ACEs and depression was stronger among individuals with low resilience relative to those with high resilience. This research provides important information regarding the relationships among ACEs, resilience, and depression. Results have the potential to inform the development of treatments aimed to reduce symptoms of depression among primary care patients with a history of childhood adversity.     

Fluid intelligence as a predictor of learning: A longitudinal multilevel approach applied to math

The association between fluid intelligence and inter-individual differences was investigated using multilevel growth curve modeling applied to data measuring intra-individual improvement on math achievement tests. A sample of 166 students (88 boys and 78 girls), ranging in age from 11 to 14 (M = 12.3, SD = 0.64), was tested. These individuals took four math achievement tests, which were vertically equated via Item Response Theory, at the beginning and end of the seventh and eighth grade. The cognitive abilities studied were Numerical Reasoning, Abstract Reasoning, Verbal Reasoning, and Spatial Reasoning (as measured by the Differential Reasoning Test). The general cognitive factor was significantly associated with the parameters of initial level (intercept) and rate of change (slope). A high level of intelligence was associated with higher initial scores, as well as a steeper rise in math scores across the two years.     

Beyond teaching practice: Exploring individual determinants of student performance on a research skills module

The purpose of this study was to identify the extent to which intrinsic student factors such as cognitive learning style, learning strategies, motivation and statistics anxiety, as well as certain demographic factors, predict performance on a research design and analysis course (RDAIIA) in the Department of Psychology at the University of the Witwatersrand, South Africa, with a view to developing future interventions for improving student performance. Using a sample of eighty students, it was established that the factors most predictive of RDA performance were secondary school performance (p < 0.0001) and age (p = 0.0106). Excluding demographic factors, self-efficacy (p < 0.0001), help-seeking (p = 0.0531) and a reflective learning style (p = 0.0071) were also found to be predictive. Performance also differed between students who had completed Mathematics on the higher grade in secondary school and those who had completed standard grade (p = 0.016). These findings present both possible directions and substantial challenges for future performance-intervention strategies.     

Judging students' achievement goal orientations: Are teacher ratings accurate?

Using the theoretical framework of achievement goal theory, this study investigated the accuracy of teachers' judgments of their students' motivation. Self-report data were gathered on the mastery, performance-approach, and performance-avoidance goals of 1140 German secondary school students (mean age = 14.24) in five academic subjects (English, Mathematics, German, second foreign language, and Biology). Their teachers in each of the five subjects (N = 176) were asked to judge students' achievement goals. Multilevel regression analyses revealed that teacher ratings of students' motivation statistically significantly predicted student ratings in all five subjects for mastery and performance-approach motivation, but not for performance-avoidance motivation. Assessment of differences in teachers' judgment accuracy across classrooms revealed some variability in teachers' ability to judge their students' mastery and performance-approach goals. Exploratory analyses showed that teaching experience, teacher gender, student age, and student gender did not systematically explain variation in judgment accuracy. Future research should examine other characteristics potentially influencing teachers' judgment accuracy and investigate the effect of teachers' judgment accuracy on students' motivation.     

Cognitive style predicts entry into physical sciences and humanities: Questionnaire and performance tests of empathy and systemizing

It is often questioned as to why fewer women enter science. This study assesses whether a cognitive style characterized by systemizing being at a higher level than empathizing (S > E) is better than sex in predicating entry into the physical sciences compared to humanities. 415 students in both types of discipline (203 males, 212 females) were given questionnaire and performance measures of systemizing and empathy. 59.1% of the science students were male and 70.1% of the humanities students were female. There were significant sex differences on the Empathy Quotient (EQ) (females on average scoring higher) and on the Systemizing Quotient (SQ) (males on average scoring higher), confirming earlier studies. Scientists also scored higher on the SQ, and scored lower on the EQ, compared to those in the humanities. Thus, independent of sex, SQ was a significant predictor of entry into the physical sciences. Results from questionnaire data and performance data indicate an S > E profile for physical science students as a group, and an E > S profile for humanities students as a group, regardless of sex. We interpret this as evidence that whilst on average males show stronger systemizing and females show stronger empathizing, individuals with a strong systemizing drive are more likely to enter the physical sciences, irrespective of their sex.     

A person-centered approach to examining high-school students’ motivation,engagement and academic performance

This study examined the relationship among motivation, engagement, and academic performance through a person-centered research approach. Participants included 10,527 students in grades 9 to 12 from twenty public high schools across the state of Ohio in the United States. Latent profile analysis revealed seven profiles of academic motivation including the amotivated, externally regulated, balanced demotivated, moderately motivated, identified/externally regulated, balanced motivated, and autonomously motivated profile groups. Students in these motivational profiles exhibited differences in cognitive and social engagement, as well as academic performance. In addition, multiple-group path analysis revealed different patterns of relationship among cognitive engagement, social engagement, and GPA, suggesting that motivational profile membership moderated the relationship between engagement and academic performance.     

Personality traits moderate the Big-Fish–Little-Pond Effect of academic self-concept

Equally able students have lower academic self-concepts in high-achieving classrooms than in low-achieving classrooms. This highly general and robust frame of reference effect is widely known as the Big-Fish–Little-Pond Effect (BFLPE; Marsh, 1987). This study contributes to research aiming to identify moderators of the BFLPE by investigating the effects of students' personality (i.e. Big Five traits and narcissism). Multilevel structural equation modeling was used to test the moderator hypotheses, drawing on data from a large sample of N = 4973 upper secondary track students (M age = 19.57). Consistent with a priori predictions, the negative effect of school-average achievement (the BFLPE) interacted significantly with narcissism. Students high in narcissism experienced smaller BFLPEs than did students with low or average levels of narcissism. The statistically significant effect for neuroticism acted in the opposite direction. The study illustrates how personality moderates frame of reference effects that are central to self-concept formation.     

Individual differences in a positional learning task across the adult lifespan

This study aimed at modeling individual and average non-linear trajectories of positional learning using a structured latent growth curve approach. The model is based on an exponential function which encompasses three parameters: Initial performance, learning rate, and asymptotic performance. These learning parameters were compared in a positional learning task administered to a sample comprising the whole adult lifespan (N = 527; age range: 20 years to 89.3 years; M_age = 52.95, SD_age = 17.37). Additionally, three explanatory variables, age, speed of information processing, and educational level were included in the analyses. All three learning parameters showed reliable individual differences. The correlations between the learning parameters indicated that those participants with high learning rates needed more trials to achieve their asymptotic performance and those who recalled more items initially also had a higher asymptotic performance. Older persons showed lower initial performance and lower asymptotic performance, whereas speed of information processing was positively associated only with initial performance. Persons with more years of formal education had a higher initial performance and a higher asymptotic performance. The learning rate, in turn, appeared to be unaffected by all three predictor variables.     

Reading motivational differences among groups: Reading disability (RD), attention deficit hyperactivity disorder (ADHD), RD + ADHD,and typical comparison

This study assessed the reading motivation of 133 students at individual grade levels (2nd–5th), who were divided in subgroups with and without reading disabilities/difficulties (RD) and with and without attention deficit hyperactivity disorder (ADHD). Major findings were that students in the RD subgroup had lower reading motivation (intrinsic, extrinsic, and self-efficacy) and read less for enjoyment than the nondisability (ND) group; students in the combined group (ADHD + RD) showed these motivational deficits in earlier grade levels. However, students with ADHD did not differ from the ND group in reading motivation, and children with RD (with and without ADHD) were equivalent to ND in social motivation up to the 5th grade. Implications of these findings were (a) social reading is an instructional pathway for both groups of students with RD, (b) assessments of reading motivation, in addition to reading skill, may be important in assessing responses to intervention, and (c) motivational interventions should be implemented early before motivational responses become a motivational style.     

No pain no gain? Social demographic correlates and identity consequences of interpreting experienced difficulty as importance

Community college students are less likely to graduate than university students, perhaps because their difficult life circumstances increase their vulnerability to misinterpreting the identity implications of experienced difficulty with schoolwork. Without guidance, they may fail to take a “no pain, no gain” perspective in which experienced difficulty with schoolwork implies the importance of succeeding in school. Two studies support this prediction: Study 1 (N = 1035) finds that education is associated with higher likelihood of interpreting experienced difficulty as signaling task importance among adults. This effect is pronounced for racial minorities. Study 2 (n = 293) finds that students who disagreed that experienced difficulty implies impossibility were more certain about attaining their academic possible identities and more willing to sacrifice to attain these identities. Moreover, community college students benefited more than university students from being guided to consider what experienced difficulty might imply or from considering that experienced difficulty implies importance, rather than impossibility.     

Very long-term retention of the control of variables strategy following a brief intervention

Middle school students (n = 354) were tested for their understanding of the control of variables strategy (CVS) 2.5 years after participating in a study comparing three different interventions for teaching CVS. The key finding was that the pattern of effects observed in the 4^th grade continued to be observed in the 6^th grade. This was because (a) students who had mastered CVS in the 4^th grade were likely to continue to perform at mastery levels in the 6^th grade whereas (b) the learning of students who had not mastered CVS in 4^th grade was independent of the teaching intervention they had received in the 4^th-grade study. These findings demonstrate that a brief intervention of direct instruction in CVS can produce long-lasting learning of the principle of controlling variables.