Equivalent linear logistic test models

This paper is about the Linear Logistic Test Model (LLTM). We demonstrate that there are infinitely many equivalent ways to specify a model. An implication is that there may well be many ways to change the specification of a given LLTM and achieve the same improvement in model fit. To illustrate this phenomenon, we analyze a real data set using a Lagrange multiplier test for the specification of the model. This Lagrange multiplier test is similar to the modification index used in structural equation modeling.     

College students' role models, learning style preferences, and academic achievement in collaborative teaching: absolute versus relativistic thinking

Based on the perspective of postformal operations, this study investigated whether college students' role models (technical teachers vs. lecturing teachers) and preferred learning styles (experience-driven mode vs. theory-driven mode) in collaborative teaching courses would be moderated by their cognitive development (absolute thinking vs. relativistic thinking) and examine whether academic achievement of students would be contingent upon their preferred learning styles. Two hundred forty-four college students who have taken the technical courses with collaborative teaching participated in this study. The results showed that those participants with absolute thinking perceived the modeling advantage of technical teachers was greater than that of lecturing teachers, preferred the experience-driven mode over the theory-driven mode, and displayed differential academic achievement between technical courses and general courses. On the other hand, the students with relativistic thinking revealed no difference in perceived modeling advantage of role models, learning styles preferences, and academic achievement between two categories of courses. In addition, this research indicates that college students' preferred learning styles would interact with course category (technical courses vs. general courses) to display differential academic achievement. Implications and future directions are discussed.     

High school students' perceptions of EFL teacher control orientations and their English academic achievement

Background. Theories distinguish between student‐initiated and teacher‐initiated regulation of students' learning activities, or between strong, shared, or loose teacher control during the completion of learning tasks. Empirical validations for such distinctions are scarce, however. Aim. The present study aimed at (a) investigating students' perceptions of control behaviours exhibited by their English teachers; and (b) exploring the contribution of different types of teacher control behaviours to students' cognitive outcomes (English Achievement). Sample. The sample comprised 732 English as a Foreign Language (EFL) students studying in three major fields of high school (Mathematics, Natural Science, and Humanities). The participants (16–17 years of age) were selected from third‐grade classes of 27 EFL teachers working in 25 high schools of 6 main different geographical regions in the Isfahan province, Iran. Method. To obtain a comprehensive picture of different control types exhibited by Iranian EFL teachers, the control subscales of the two existing questionnaires, i.e., the Questionnaire on Instructional Behaviours (QIB), adapted by Den Brok et al. (2004) and the Questionnaire on Lesson Activities (QLA) used by Den Brok (2001) were merged to form the Questionnaire of Teacher Control (QTC). The development of this Persian instrument involved several steps: translation and back translation by the researchers, one expert translator, and two EFL teachers; piloting; and a final administration of the questionnaire to the student sample. With respect to the second aim of the study, data regarding students' performances on the Standardized National English Achievement Tests were gathered from local educational offices and schools. Results and conclusion. Statistical analyses supported acceptable reliability and validity of the instrument. A main factor structure with three types of teacher control (strong/high, shared/mid, and loose/low) was found to underlie students' perceptions. The results of multi‐level analyses indicated that a relatively large amount of variance was explained by the control variables and student variables, and teacher control had a statistically significant effect on student outcomes. Students' English achievement was lowest when they felt control was their teachers' prerogative, higher when they themselves exerted their own control (low teacher control), and highest under shared (mid) control behaviours.     

Psychological correlates of university students' academic performance: a systematic review and meta-analysis

A review of 13 years of research into antecedents of university students' grade point average (GPA) scores generated the following: a comprehensive, conceptual map of known correlates of tertiary GPA; assessment of the magnitude of average, weighted correlations with GPA; and tests of multivariate models of GPA correlates within and across research domains. A systematic search of PsycINFO and Web of Knowledge databases between 1997 and 2010 identified 7,167 English-language articles yielding 241 data sets, which reported on 50 conceptually distinct correlates of GPA, including 3 demographic factors and 5 traditional measures of cognitive capacity or prior academic performance. In addition, 42 non-intellective constructs were identified from 5 conceptually overlapping but distinct research domains: (a) personality traits, (b) motivational factors, (c) self-regulatory learning strategies, (d) students' approaches to learning, and (e) psychosocial contextual influences. We retrieved 1,105 independent correlations and analyzed data using hypothesis-driven, random-effects meta-analyses. Significant average, weighted correlations were found for 41 of 50 measures. Univariate analyses revealed that demographic and psychosocial contextual factors generated, at best, small correlations with GPA. Medium-sized correlations were observed for high school GPA, SAT, ACT, and A level scores. Three non-intellective constructs also showed medium-sized correlations with GPA: academic self-efficacy, grade goal, and effort regulation. A large correlation was observed for performance self-efficacy, which was the strongest correlate (of 50 measures) followed by high school GPA, ACT, and grade goal. Implications for future research, student assessment, and intervention design are discussed.     

The relation between perceived parental involvement and academic achievement: the roles of Taiwanese students' academic beliefs and filial piety

The excellent academic performance among East-Asian students has drawn international attention from educators and psychologists. However, the process that underlies student academic achievement for this particular group has rarely been documented. The present study examines how the relation between perceived parental involvement and Taiwanese students' academic achievement is mediated by student academic beliefs (i.e., beliefs about effort, academic self-concept, and perceived control). The study further explores whether this mediating effect varies with types of filial piety. Participants were 468 first-year students from colleges and universities in Taiwan. Multiple-group mediating models were analyzed using structural equation modeling (SEM). Results indicated that, for the Taiwanese sample, students' academic beliefs mediated the relation between perceived parental involvement and academic achievement. Furthermore, the mediational effect was significant for the reciprocal filial type, but not for the authoritarian filial type. The importance of the quality of the parent-child relationship and the internalization process related to children's assumptions of their parents' educational values indicate the need for a contextual view when examining predictors of student academic achievement.     

Counselling and academic achievement

The possible relationship between emotional difficulty and under-achievement and wastage is examined. Psychometric data is presented from a recent longitudinal study on university students which suggests that psychological and academic difficulty may be different presentations of similar core problems. Particular attention is paid to the interaction between the individual and the institution, and clinical illustrations are provided. It is concluded that psychotherapy and counselling may be the appropriate response to a proportion of students in academic difficulty.     

Extending hierarchical achievement motivation models: The role of motivational needs for achievement goals and academic performance

In the current study, we investigated the role of three basic motivational needs (need for power, affiliation, achievement) as antecedents of goals within the 2 × 2 achievement goal framework, and examined their combined predictive validity with regard to academic performance in a sample of 120 university students. Structural equation modeling analysis largely supported our postulated model, linking motivational needs indirectly to course grades through goals. Achievement goals were formed by a combination of different motives: need for achievement was a positive predictor of all four achievement goals, and need for affiliation was negatively related to performance-approach and performance-avoidance goals. Additionally, need for power was a positive predictor of performance-avoidance goals. Performance-approach goals had a direct (positive) effect on performance outcomes. In sum, our results integrate basic motivational needs with the achievement goals literature and extend therefore hierarchical achievement motivation models, by showing how basic human motives of achievement, affiliation, and power are related to goal striving motivation and performance outcomes in an academic setting.     

Expectancy and academic achievement

Two possible explanations of the relationship between expectancy and subsequent academic achievement were formulated and tested. The assumption that goal setting, by influencing actual and intended effort expenditure, might also determine both expectancy and subsequent performance, and thereby explain the relationship between the latter two variables, found little support. The hypothesis that expectancy determines how hard people work and thereby how well they perform found support only in a male group. Moreover, when previous academic achievement, goal setting, and effort expenditure were all controlled, expectancy was still found to relate to subsequent grades for both women and men. It was concluded that neither goal theory nor effort calculation theory could fully account for the relationship between expectancy and academic achievement.     

Degrees of resilience: profiling psychological resilience and prospective academic achievement in university inductees

University inductees may be increasingly vulnerable to stressors during transition into higher education (HE), requiring psychological resilience to achieve academic success. This study aimed to profile inductees' resilience and to investigate links to prospective end of year academic outcomes. Scores for resilience were based on a validated Connor Davison Resilience Scale (CD-RISC) drawn from 1534 inductees in a single UK university. A four-stage analysis revealed that incremental resilience was more facilitative of females' prospective academic attainment, but less functional and more convoluted for males. This large, distinctive study has implications for student support practices and highlights that the relationship between resilience and academic achievement requires further consideration in HE.     

Subjective wellbeing and its relationship with academic achievement and multilinguality among Lebanese university students

The study investigated three subjective wellbeing (SWB) components, namely positive affect (PA), negative affect (NA), and life satisfaction (LS), along with optimism and self-esteem and their association with academic achievement and multilinguality in a sample of 1401 Lebanese university students. As predicted, optimism and self-esteem correlated positively with LS and PA, and negatively with NA. Optimism, self-esteem and each of the SWB components jointly predicted academic achievement (GPA), with PA being an individually significant positive predictor. There were differences in the five key variables across language groups, specifically between Arabic-only speakers and some other groups: Compared Arabic-only speakers, bilingual speakers of Arabic and either English or French scored higher on self-esteem, PA and optimism, and lower on NA, while trilingual speakers of Arabic, English, and French scored higher on self-esteem, PA and LS. Language grouping was a significant predictor of the SWB components, optimism, and self-esteem even when controlling for GPA, socioeconomic status (SES), and religion. Lastly, the relevance of SES and religion for the prediction of SWB is discussed, and implications and future research questions are advanced.     

Adolescents' academic expectations and achievement

Previous research has indicated that adolescents' relationships with their mother influence their academic expectations and achievement. Substance use has also been found to have a strong influence on academic expectations and achievement. In the present study, 80 high school seniors from middle to upper socioeconomic status families completed questionnaires on behavioral and psychological aspects of adolescent life. Academic expectations were found to be highly correlated with academic achievement (r = .60). A stepwise regression analysis revealed that relationship with mother, academic achievement, and alcohol use accounted for 56% of the total variance in academic expectations. Stepwise regression on academic achievement revealed that cocaine use, marijuana use, and academic expectations accounted for 48% of the total variance.     

Sociocultural antecedents of academic motivation and achievement: Role of values and achievement motives in achievement goals and academic performance

With a view to understand the influence of culture on achievement motivation, the study aimed to test the hypothesized mediating role of individual‐oriented and social‐oriented achievement motives in linking value orientations (e.g. achievement, security, conformity, hedonism) to achievement goals (i.e. mastery‐approach, mastery‐avoidance, performance‐approach, and performance‐avoidance goals) as predictors of English and mathematics achievements. These hypothesized relationships were tested in the one‐path analytic model with a sample of Indonesian high‐school students (n = 356; 46% girls, M age = 16.20 years). The findings showed that security and conformity values positively predicted social‐oriented achievement motive; self‐direction values positively predicted individual‐oriented achievement motive; and hedonism values negatively predicted both achievement motive orientations. Both individual‐oriented and social‐oriented achievement motives positively predicted mastery‐approach and performance‐approach goals. Interestingly, social‐oriented achievement motive also positively predicted mastery‐avoidance and performance‐avoidance goals, which in turn, negatively predicted English and mathematic achievement. There was also some evidence for the direct effects of values on performance‐approach goals and achievement. Taken together, the findings evinced the relevance of achievement goal constructs to Indonesian students and the psychometric properties of the Indonesian version of the Achievement Goals Questionnaire for further use in Indonesia. The study concludes that the meanings of academic motivation and achievement should be seen from a sociocultural perspective relevant to the context in which they are being studied.     

Personal values and academic achievement

Using data from two studies, we investigate the role of basic values in predicting academic achievement. We focus on self-direction and conformity, two-value domains that have been neglected or understudied in earlier research on academic success. In line with the refined value theory, we split self-direction into independence of thought and of action, and conformity into compliance with rules and formal obligations (Rules), and avoidance of upsetting others (Interpersonal). We obtained grades as measures of academic achievement in two samples of Italian high-school students. In Study 1 (n = 234), we measured values with the PVQ-40 and academic motivation. In Study 2 (n = 215), we measured values with the PVQ-RR and both attendance rates and classroom conduct. Results: Both self-direction–thought and conformity–rules correlated with higher grades. These two values related to grades through a different path. Self-direction thought promoted grades through autonomous forms of academic motivation. Conformity rules promoted grades through better teachers’ evaluations of students’ classroom behaviour. Self-direction–action and conformity–interpersonal were unrelated to grades. Regarding the other values, hedonism and stimulation related negatively to grades. Theoretical and practical implications of results are discussed.     

Self-regulated profiles and academic achievement

To date, research on the relation between learning self-regulation and academic achievement has generally show disparate results. This work intends to look into this relation from a new perspective, which consists in classifying the students as more or less self-regulated depending on diverse indicators and using cluster analysis. The aim of this work was to identify the possible self-regulated learning profiles in a sample of university students. By means of stepwise linear regression analysis, we determined which of the selected variables better predicted metacognitive self-regulation. Then, three significantly different self-regulated learning profiles were obtained by two-step cluster analysis with those variables. Lastly, ANOVA was used to analyse the relation between the self-regulated learning profiles and academic achievement. The implications of these data for the educational practice at university are discussed.     

Month of birth and academic achievement

The degree results of nearly 300,000 British graduates were tabulated by the month of their birth. The number of graduates varied as a function of month of birth. So too, but in a different way, did the quality of their degree results. A number of possible predictors of the results are examined. These analyses suggest that, among those who stay at school until the age of 18, the oldest in their year group are at an advantage but, by the time they graduate from university, the youngest perform best. It is concluded that some intellectually relevant quality peaks between 18 and 21 yr of age and then declines.     

Psycholinguistic correlations of academic achievement

This research investigated the relationship of the ITPA subtests to measures of academic performance (i.e., the California Achievement Test). Subjects were 137 9-year old children similar to those used in the standardization sample of the 1968 revision of the ITPA. Two kinds of data analyses were undertaken-1. correlation coefficients among the variables were derived, and 2. the subjects were divided into low, average, and high groups based on their CAT performance, and analyses of covariance were run to determine the significance of ITPA differences. The results failed to support the hypothesis that psycholinguistic abilities, except those which contribute to the Grammatic Closure subtest, are related to academic proficiency.     

Culture-fair prediction of academic achievement

A theoretically based, culture-fair test of new learning ability is predictive of academic achievement. A sample of 633 adults, 121 of minority status, drawn from urban private universities, colleges, and community colleges were given information as to the meanings of previously unknown words, sayings, similarities, and analogies. They were also tested for their existing knowledge of vocabulary, opposites, and analogies with a brief version of the Scholastic Assessment Test (SAT). New learning ability proved to be culture-fair, reliable, and predictive of grades and of the brief version of the SAT.