Cognitive,Affective, Personality,and Demographic Predictors of Foreign-Language Achievement

Abstract

The ability of cognitive, affective, personality, and demographic variables to predict second-language acquisition among college students was investigated. An all possible subsets regression analysis was used to compare the proportion of variance in foreign-language achievement explained by each variable. The analysis revealed that variables from each of the 4 domains were important predictors of foreign-language achievement. Overall, academic achievement, as measured by GPA average, was the best predictor, explaining 11.5% of the variance in foreign-language achievement. Foreign-language anxiety, the next best predictor, explained 10.5% of the variance. The educational implications of these findings for understanding foreign-language achievement are discussed, along with suggestions for future research.     

Unreliability of Individual Scores in Mental Measurements

Abstract

The effectiveness of the game Order Out was investigated and differences in achievement when a) sets of fraction bars, b) pictorial representations of fraction bars, or c) neither physical nor pictorial aids were made available during the play of the game. The game was played 20 minutes, twice weekly for 5 weeks. The subjects were 85 fifth grade students in four intact classes and 177 seventh grade students in eight intact classes. Pre- and posttests of 40 items were given; in each item, the student ordered a pair of proper fractions. The game was an effective way to improve students’ achievement of the game content. There were no significant achievement differences among treatments. Post-hoc analysis of the data revealed sex-related trends suggesting two hypotheses for further study.     

Demonstrating competence within one’s group or in relation to other groups: A person-oriented approach to studying achievement goals in small groups

Two studies investigated students’ adopted mastery and performance goals for group work, with an interest in exploring whether performance-approach goals functioned differently in small groups depending on whether the social comparison target resides outside the group (i.e., between-group comparison; performance-approach between group goals) or within the group (i.e., within-group comparison; performance-approach within goals). Using a person-oriented approach, six achievement goal profiles for group work were identified for middle school students in science (N_Study1 = 309) and upper elementary school students in mathematics (N_Study2 = 218). Some profiles included varying patterns of goal endorsement (e.g., high mastery goals, low performance-approach goals) while others reflected similar levels (high, medium, low) of goals. Across both studies, the six goal profiles were associated with varying patterns of group processes, cognitive engagement, and achievement. Most notably, students in profiles with high performance-approach within group goals had more detrimental outcomes, even when mastery goals were also strongly endorsed. In contrast, students in profiles with high mastery alone or in combination with high performance-approach between group goals had adaptive group process, cognitive engagement, and achievement outcomes. Implications for the conceptualization of performance-approach goals in small groups and cautions for fostering normative standards and intergroup competition when structuring group activities are discussed.     

Relationship between affect and achievement in science and mathematics in Malaysia and Singapore

Background : The Trends in International Mathematics and Science Study (TIMSS) assesses the quality of the teaching and learning of science and mathematics among Grades 4 and 8 students across participating countries.

Purpose : This study explored the relationship between positive affect towards science and mathematics and achievement in science and mathematics among Malaysian and Singaporean Grade 8 students.

Sample : In total, 4466 Malaysia students and 4599 Singaporean students from Grade 8 who participated in TIMSS 2007 were involved in this study.

Design and method : Students’ achievement scores on eight items in the survey instrument that were reported in TIMSS 2007 were used as the dependent variable in the analysis. Students’ scores on four items in the TIMSS 2007 survey instrument pertaining to students’ affect towards science and mathematics together with students’ gender, language spoken at home and parental education were used as the independent variables.

Results : Positive affect towards science and mathematics indicated statistically significant predictive effects on achievement in the two subjects for both Malaysian and Singaporean Grade 8 students. There were statistically significant predictive effects on mathematics achievement for the students’ gender, language spoken at home and parental education for both Malaysian and Singaporean students, with R ² = 0.18 and 0.21, respectively. However, only parental education showed statistically significant predictive effects on science achievement for both countries. For Singapore, language spoken at home also demonstrated statistically significant predictive effects on science achievement, whereas gender did not. For Malaysia, neither gender nor language spoken at home had statistically significant predictive effects on science achievement.

Conclusions : It is important for educators to consider implementing self-concept enhancement intervention programmes by incorporating ‘affect’ components of academic self-concept in order to develop students’ talents and promote academic excellence in science and mathematics.     

Effects of a Token Reinforcement System on the Reading and Arithmetic Skills Learnings of Migrant Primary School Pupils

Abstract

The purpose of the study was to determine the effect of same-sex class organization on junior high school (seventh and eighth grade) students’ academic achievement, self-discipline, self-concept, sex role identification, and attitude toward school. A pretest and posttest experimental design with randomly assigned groups (with some adjustments in assignment) was employed. Each experimental group was in English, social studies, mathematics, science, and physical education classes for a full school year. The instructional content and method were essentially the same for both the control and experimental groups. Five null hypotheses, one for each dependent variable, were tested by application of analysis of covariance using a 2X2X2 factorial design. While the data did not warrant the rejection of any of the null hypotheses, significant differences were found for factors not effected by the experimental treatment. Differences in academic achievement and general maturity were consistent with the research about early adolescence in that the differences favored the girls.     

Statistical Studies of a College Freshman Testing Program

"ABSTRACT In an investigation of the improvement of mastery learning techniques through instruction based on a validated learning hierarchy, it was found that it was highly effective to present tasks in a sequence consistent with the requirements of the hierarchy, and to require learners to demonstrate clearly their achievement of each task in turn before being allowed to proceed to the next. With this technique, nearly all of a group of relatively young students were able to perform the skill better than a group of students three grades higher who had been taught the skill as part of their normal lessons.     

Upward versus Downward Addition

Abstract

This study investigated the relative importance of use of intraword characteristics and interword relationships for beginning reading achievement. The model for statistical analysis was multivariate multiple regression. Vocabulary and comprehension achievement were dependent variables; IQ was a control variable; using oral reading error analysis, reliance on intraword characteristics was represented by a Graphic Similarity Index and a Sound Similarity Index, and reliance on interword relationships was represented by a Grammatical Relationships Index. The results support the contention that dependence on within-word characteristics is more important for beginning reading success than is reliance on between-word analysis. The findings are related to two contrasting theories of reading instruction.     

The Strong Vocational Interest Blank and Occupational Proficiency*

Abstract

While the original Estes Attitude Scale Toward Reading is a valid and reliable instrument for measuring the attitudes of secondary students toward reading, its vocabulary and sentence structure made it too difficult to use with elementary students. The purposes of this study were: (a) to simplify the Estes Scale without changing the concepts, (b) to validate the modified instrument, and (c) to investigate the relationship between attitude and reading achievement among elementary students. A total of 697 students from urban and rural areas and from grade levels three through six were involved. Student and teacher reading criterion measures, used to validate the Estes Scale, were employed to assure validation consistency. With the attitude scale as the treatment variable, and grade level and criterion measures as the classification variables, several two-way ANOVAs were computed for each criterion measure. It was found that the main effects, grade level and criterion measure, were highly significant for each ANOVA. Correlation between attitude and achievement scores was significant but low. It was concluded that the modified instrument can be used as a screening device to differentiate students with high and low attitudes toward reading.     

2 × 2 Achievement goals and achievement emotions: a cluster analysis of students' motivation

This study sought to better understand the adoption of multiple achievement goals at an intra-individual level, and its links to emotional well-being, learning, and academic achievement. Participants were 480 Secondary Two students (aged between 13 and 14 years) from two coeducational government schools. Hierarchical cluster analysis revealed the presence of five clusters of students with significantly different achievement goal profiles. MANOVAs and ANOVA, followed by post-hoc tests showed that these clusters also differed significantly in terms of their experience of achievement emotions, use of learning strategies, and mathematics performance. The cluster with high endorsement of mastery approach goal and low endorsement of mastery avoidance goal was noted to have the most adaptive profile. The presence of a cluster of lowly motivated students was highlighted. Findings emphasised the importance of investigating achievement emotions, and how the different achievement goals combine to influence achievement-related variables.     

Perils of perfectionistic concerns among teachers

The current study examined how teachers’ perfectionism (personal standards [PS] and concern over mistakes [COM]) relates to their achievement goals for teaching, instructional practices (creation of mastery vs. performance classroom goal structures), job satisfaction, and flow experience during teaching. The data were collected from teachers (N = 143; mean age = 43.5; 70% female; 100% European American) practicing in the Midwestern U.S. Path analyses indicated that teachers’ high personal standards predicted endorsement of mastery goals for teaching, creation of mastery goal structure emphasizing personal progress and learning, high job satisfaction, and frequent flow experience during teaching. On the contrary, teachers’ high concern over mistakes predicted endorsement of performance-approach and -avoidance goals, creation of classroom performance goal structure emphasizing competition among students, low job satisfaction, and infrequent flow experience during teaching. A significant interaction between PS and COM was found for fluency (subscale of flow) experience, indicating that PS can buffer the harmful effects of COM. Therefore, the study evidenced the benefits of PS and the drawbacks of COM.     

Motivation and the Recall of Completed and Incompleted Achievement Items

Abstract

On the basis of previous research and theoretical considerations, the recall of completed and incompleted items in an examination situation was studied as a function of individual differences in repression-sensitization tendencies and resultant achievement motivation (need-for-achievement minus fear-of-failure). The Zeigarnik effect, that is, the greater recall of incompleted over completed tasks was found to be significantly more frequent in Ss of high than low resultant achievement motivation, but no difference was found between repressors and sensitizers in this effect. Results supported Atkinson’s theoretical analysis of achievement motivation and task recall but did not support a repression analysis. No significant level-of-aspiration differences were obtained between Ss high or low in resultant achievement motivation or between repressors and sensitizers.     

Computer simulations in the high school: Students' cognitive stages,science process skills and academic achievement in microbiology

Computer-assisted learning, including simulated experiments, has great potential to address the problem solving process which is a complex activity. It requires a highly structured approach in order to understand the use of simulations as an instructional device. This study is based on a computer simulation program, 'The Growth Curve of Microorganisms', which required tenth grade biology students to use problem solving skills whilst simultaneously manipulating three independent variables in one simulated experiment. The aims were to investigate the computer simulation's impact on students' academic achievement and on their mastery of science process skills in relation to their cognitive stages. The results indicate that the concrete and transition operational students in the experimental group achieved significantly higher academic achievement than their counterparts in the control group. The higher the cognitive operational stage, the higher students' achievement was, except in the control group where students in the concrete and transition operational stages did not differ. Girls achieved equally with the boys in the experimental group. Students' academic achievement may indicate the potential impact a computer simulation program can have, enabling students with low reasoning abilities to cope successfully with learning concepts and principles in science which require high cognitive skills.     

A mathematical model for mastery learning

Prior research on mastery learning has examined relationships between achievement and time on task, motivation variables, as well as the effects of prior learning. One can show that the results of prior research lead to certain requirements on a model for mastery learning. This article uses those requirements to develop a mathematical model for mastery learning. This model includes measures of a motivational factor and of the specific ability of a learner with respect to the content being learned. The model also contains a variable to reflect prior learning. The model has been developed to include a computer program which accepts student data and from which predictions can be made and tested. Assumptions and limitations of the model are discussed, and some research questions are raised. In most respects the model proposed in this article is susceptible to the same tests and refinements as an empirical law in the physical or life sciences.     

Factors Affecting Achievement in the First Course in Calculus

Three groups of students at Illinois State University (of respective sizes 235, 157, and 397) were used as subjects to determine which factors were significant predictors of success in the first course in calculus. The second and third groups were used to provide replications of the initial study. Academic independent variables considered were: ACT scores, high school rank, high school GPA, high school algebra grades, and the score from an algebra pretest. Biographical independent variables considered were: sex, birth order, family size, and high school size. The dependent variable was a function of the student’s course grade in the first semester of calculus. The use of stepwise and all-subsets regression procedures on the three groups revealed in each case that the best combination of predictors consisted of the algebra pretest and high school rank. From this result, the investigators concluded that the combination of algebraic skills, as represented by the score on the algebra pretest, and long-term perseverence and competitiveness, as measured by high school rank, play a significant role in the prediction of achievement in the first semester of calculus.     

An Experiment in Developing Critical Thinking in Children

A three week experiment was conducted comparing the academic achievement of pupils in five classrooms (N = 108) taught in small cooperative groups against that of pupils from five classes (N = 109) taught in the traditional whole-class approach. Special achievement tests were prepared for each grade level, two through six. These tests were constructed with items requiring responses at low and high levels of cognitive functioning. Pupils in grades two, four, and six from small-group classrooms excelled on high level items as predicted. Pupils in the fifth grade produced superior answers on questions requiring original contributions. Achievement scores of both groups did not differ on items measuring low level cognitive functioning.     

Non-lntellective Self-Report Variables As Predictors of Scholastic Achievement

Abstract

A comparison of two studies in which the utility of two non-intellective variables, self-expectations and self concept of ability, as predictors of scholastic achievement was examined. Because of its established predictive potential, academic aptitude was included as an independent variable in the multiple regression equations. The results of the comparison show that no significant difference existed in the multiple correlation coefficients of the two female high school student samples. A significant difference was found in the coefficients of the two male samples. The sheer magnitude of the multiple R's was noteworthy. When the non-intellective variables were added to the regression equations, a sizeable gain in explaining variance in scholastic achievement was made over that usually reported.     

The effects of different oral directions as to disposition of results on student ratings of college instruction

A review of the literature is presented with particular reference to design flaws in previous studies of the effect of stated purpose of evaluation upon student ratings of instruction. Special attention in this study is paid to insuring the salience of the manipulated purpose-of-evaluation variable through using different oral instructions given to college students concerning the purposes of course evaluation. Students (N=516) within each of 18 classes were divided randomly into faculty use and administrative use conditions. Data were analyzed using global course and global instructor items as dependent variables on a standard short-form rating instrument. No statistically significant effect of the independent variable on either dependent variable was found. Recommendations regarding the design of this type of investigation are discussed as well as the implications of misconceptions about student ratings held by many college faculty.     

The role of perceived classroom goal structures,self-efficacy,and engagement in student science achievement

Background: Numerous studies have been conducted to investigate the factors related to science achievement. In these studies, the classroom goal structure perceptions, engagement, and self-efficacy of the students have emerged as important factors to be examined in relation to students’ science achievement.

Purpose: This study examines the relationships between classroom goal structure perception variables (motivating tasks, autonomy support, and mastery evaluation), engagement (behavioral, emotional, cognitive, and agentic engagement), self-efficacy, and science achievement.

Sample: The study participants included 744 seventh-grade students from 9 public schools in two districts of Gaziantep in Turkey.

Design and methods: Data were collected through the administration of four instruments: Survey of Classroom Goals Structures, Engagement Questionnaire, Motivated Strategies for Learning Questionnaire, and Science Achievement Test. The obtained data were subjected to path analysis to test the proposed model.

Results: Students’ perceptions of classroom goal structures (i.e. motivating tasks, autonomy support, and mastery evaluation) were found to be significant predictors of their self-efficacy. Autonomy support was observed to be positively linked to all aspects of engagement, while motivating tasks were found to be related only to cognitive engagement. In addition, mastery evaluation was shown to be positively linked to engagement variables, except for cognitive engagement, and self-efficacy and engagement (i.e. behavioral, emotional, and cognitive engagement) were observed to be significant predictors of science achievement. Finally, results revealed reciprocal relations among engagement variables, except for agentic engagement.

Conclusions: Students who perceive mastery goal structures tend to show higher levels of engagement and self-efficacy in science classes. The study found that students who have high self-efficacy and who are behaviorally, emotionally, and cognitively engaged are more successful in science classes. Accordingly, it is recommended that science teachers utilize inquiry-based and hands-on science activities in science classes and focus on the personal improvement of the students. Furthermore, it is also recommended that they provide students with opportunities to make their own choices and decisions and to control their own actions in science classes.