The relative importance of math‐ and music‐related cognitive and affective factors in predicting undergraduate music theory achievement

Based on research identifying relations between math and music, we aimed to identify the group of cognitive and affective factors related to math and music theory that best explained undergraduate music theory achievement. Using dominance analysis, we predicted the music theory course grades of 230 undergraduate music majors. Potential predictors were narrowed from measures of knowledge, aptitude, experience, confidence, and anxiety in both music theory and math as well as spatial skills and reading test scores. Results suggested that ACT math scores and music theory confidence were important predictors for Music Theories I and II grades. Music Theory I was also predicted by aptitude‐based music theory skills, and Music Theory II was also predicted by math course experience. These findings provide evidence for a relation between math and music theory and support the use of several readily available measures for college‐level music instructors to identify students who may struggle in music theory.     

父母教育卷入与小学儿童数学焦虑的纵向联系:数学态度的中介作用

为探讨父母教育卷入与学龄期儿童数学焦虑之间的纵向联系及内在作用机制,从山东省聊城市两所普通小学选取1734名三、四年级学生,对其进行为期一年的追踪研究。结果发现：（1）T1父母教育卷入能够显著负向预测T2儿童数学焦虑,但T1儿童数学焦虑对T2父母教育卷入的预测不显著;（2）在同一时间点上,儿童数学态度在父母教育卷入与儿童数学焦虑之间发挥显著中介作用;（3）在不同时间点上,儿童数学态度的中介作用仍然成立,表明儿童数学态度的中介作用具有跨时间的稳定性。该结果强调了父母教育卷入对学龄期儿童数学焦虑变化的重要作用,亦为从父母教育卷入和数学态度角度降低儿童的数学焦虑水平提供了初步有力证据。     

Gender roles,computer attitudes,and dyadic computer interaction performance in college students

Females tend to score lower than males on measures of computer aptitude and attitudes. This study examined the potential effects of several mediating factors, sex of experimenter, sex of experimental partner, sex typing (Bem Sex Role Inventory score), and level of past experience, on a computer interaction task involving a dyad. College students, drawn from a primarily white college population, after completing paper-and-pencil measures assessing computer experience, computer attitudes, and gender roles, participated in a computer task involving drawing up to ten prescribed geometric patterns on a computer screen. Research assistants recorded the number of correctly completed patterns and videotaped participant interaction through a one-way mirror. Males reported experiencing more computer involvement than females. For males, past computer experience and masculinity were correlated with more positive computer attitude scores. For females, only past computer experience related to more positive computer attitude scores. Analyses of the computer interaction variable indicated that participants asked male research assistants significantly more questions than female research assistants. Several interaction effects were also found.A previous version of this paper was presented at the annual meeting of the Southwestern Psychological Association, New Orleans, April 1991.     

Sex and sex-typing effects on computer attitudes and aptitude

Previous research has supported a sex difference favoring males on computer-related variables. This study examines the potential mediating effects of psychological sex typing on computer variables. One hundred twenty-five undergraduates were administered measures assessing sex typing, computer experience, computer attitudes, computer self-efficacy, and computer aptitude. When the effects of specific computer experience and sex-typing variables were removed using analyses of covariance, male/female comparisons on computer aptitude and self-efficacy variables were no longer significant. Participant sex as well as masculinity and several computer experience variables were significant in the computer attitude analysis.     

Gender and information and communication technologies (ICT) anxiety: male self-assurance and female hesitation.

This article presents the results of a quantitative study (n = 1,058) of the gender divide in ICT attitudes. In general, females had more negative attitudes towards computers and the Internet than did men. Results indicate a positive relationship between ICT experience and ICT attitudes. This experience is measured by period of time using a computer and self-perceived computer and Internet experience. Further analyses on the impact of gender on this correlation of ICT experience and ICT attitudes were conducted by means of a multivariate model. General Linear Model (GLM) analysis revealed that there was a significant effect of gender, computer use, and self-perceived computer experience on computer anxiety attitudes, as well as several significant interaction effects. Males were found to have less computer anxiety than females; respondents who have used computers for a longer period of time and respondents with a higher self-perception of experience also show less computer anxiety. However, the GLM plot shows that the influence of computer experience works in different ways for males and females. Computer experience has a positive impact on decreasing computer anxiety for men, but a similar effect was not found for women. The model was also tested for computer liking and Internet-liking factors.     

Cognitive Level and Achievement in Computer Literacy

This study measured to what degree achievement in a computer literacy course related to each of the following variables: general cognitive level, computer aptitude and prior experience using computers, and inherent stress. Subjects were 60 students enrolled in an undergraduate business course designed to teach the use of software packages. Achievement was measured by three course exams. Achievement early in the course was moderately related to measures of computer aptitude and cognitive level, but by the end of the course prior experience using computers emerged as the most important variable. Despite the logical and empirical connections drawn between general cognitive abilities and the ability to learn how to use computers, general abilities may be only marginally relevant to the task of learning to use software.     

Light-hearted negative terminology used in computer education and related skill of noncomputer users

Theory suggests that light-hearted but negative phrases and terminology used in computer literature and course titles may have a negative effect on noncomputer users. This study tested the effect of providing the suggestion of a negative dimension of computer ability labelled with a category of "Computer Dummy" a also the relation between computer ability and computer anxiety. The study incorporated 37 noncomputer users, 17 men and 20 women whose mean age was 52.1 yr. Scores on a self-report questionnaire indicated that 23 of the nonusers responded on the negative dimension of computer ability and included themselves in the category of "Computer Dummy." Also, belief about ability and belief about computer training were associated with computer anxiety for noncomputer users.     

Computerphobia

Five studies of over 450 university students presented a comprehensive picture of computer-phobia. Three research and clinically based self-report instruments were developed to measure three nearly independent dimensions of computerphobia-computer anxiety, computer attitudes, and computer cognitions and feelings. Results indicated that older students were more computer anxious, but did not have more negative attitudes, cognitions, or feelings, than did younger students. Women had more negative attitudes than did men. Feminine-identity students showed more anxiety and negative attitudes than did masculine-identity students, regardless of gender. White students had more anxiety and more positive attitudes than did nonwhite students. Computerphobia was related to other anxiety measures (mathematics, state, and trait), but was a separate construct. Experience with computer interaction did not reduce anxiety or improve attitudes. Finally, regardless of academic major, computer-anxious students showed less computer aptitude, literacy, and interest. Implications for treating computerphobia are discussed.     

关于香港信息技术教育应用中师资准备状况的研究

通过对香港146名小学教师进行问卷调查,考察教师的电脑经验状况、学习和教学观念、电脑辅助教学态度及观念,并探讨它们之间的关系。结果表明,对电脑辅助教学持积极态度的人显著多于持消极态度的人,但多数教师并没有认识到电脑在教学中的独特潜力及其对教学范式转变的影响。电脑辅助教学态度与其电脑经验状况显著相关;电脑辅助教学观念既与其电脑经验显著相关又与其学习和教学观念显著相关。这些结果启示,教师培训应当将电脑技能与学习理论有机地结合起来进行。     

Computerized Testing in the United States Air Force

Computerized testing in the United States Air Force finds its historical beginnings in apparatus tests developed during World War II. The advent of fast, small, and inexpensive computers led to the establishment of a research program to use computers in pilot selection. Later, computerized tests were demonstrated for more familiar aptitude measures such as verbal and quantitative ability. Several large-scale efforts to implement computerized testing have proved informative. Many Air Force tests are routinely administered by computer. Continued advances in computer technology promise to make computerized testing more common and more commonplace. Computer use in measuring physiological correlates of human ability is discussed.     

Evidence of computerphobia in Nigerian education majors

The 20-item Computer Anxiety Scale was administered to a Nigerian sample of 162 undergraduates in education (53 men and 109 women). Analysis indicated that the construct of computer anxiety appears to be invariant with respect to sex, year of study, or group (science/nonscience). In addition, a high prevalence of computer anxiety was observed as about two-thirds of the participants had computer anxiety scores exceeding 60 with a mean score of 65.3 (SD= 16.6).     

The Influence of Mode of Test Administration on Test Performance

This study examined the influence of mode of test administration (paper based or computer-based) on anxiety levels and test performance. Participants were 44 learners (males = 22, females = 22) from three schools in Johannesburg, South Africa who completed both a computer and paper version of the Differential Aptitude Test—Form K Non-Verbal Reasoning test, the Computer Attitude Scale, the Computer Anxiety Rating Scale and Sarason's Test Anxiety Scale. Test anxiety was significantly related to both computer and paper based testing.     

Gender and mathematics anxiety: The role of math-related experiences and opinions

Abstract

Research has indicated that women may be particularly prone to experiencing mathematics anxiety and, to account for this, the sex-role socialization hypothesis posits that women are more math anxious because they have had less experience with mathematics and have more negative opinions regarding mathematics. In contrast, the math experiences hypothesis suggests that math anxiety is not truly a gender-related phenomenon, but rather is due to poor mathematical preparation, regardless of gender. The present study pitted the “sex-role” hypothesis against the “math experience” hypothesis in an examination of the relation between gender and math anxiety. One hundred and seventy-one university students completed a measure of math anxiety and a series of questions regarding their math marks, opinions, and experiences throughout their educational history. The findings clearly supported the math experience hypothesis of math anxiety, for differences in math marks, opinions, and experiences were found between non-math-anxious, moderately math-anxious, and highly math-anxious students. The few gender differences that were found indicated that the female students frequently reported higher math marks than those reported by male students. We suggest that the relation between gender and mathematics anxiety may be accounted for by gender-linked reporting biases. The limitations of the study are addressed and suggestions for future research are made.     

Does test anxiety bias scholastic aptitude test performance by gender and sociocultural group?

This study examines the commonly held contention that test anxiety may serve as a source of bias in the scholastic aptitude test performance of gender and ethnic minority groups. In addition, this study examines sex and sociocultural group differences in the level and pattern of test anxiety among Israeli college students. The sample was composed of 163 male and 198 female students sitting for scholastic aptitude tests routinely administered to all student applicants as part of their college admissions procedures. About 67% were of Western cultural extraction whereas the remainder were of Eastern extraction. Significant differences in text anxiety scores for males and females were observed, with greater sex group differentiation on the Emotionality than on the Worry scale. Test anxiety scores were not discernible by ethnicity or social class. Furthermore, test anxiety was not differentially related to aptitude test scores by sex or sociocultural group membership. Thus, this study lends little evidence to the common contention that test anxiety differentially debilitates the aptitude test scores of females and ethnic minority student candidates.     

Does Test Anxiety Bias Scholastic Aptitude Test Performance by Gender and Sociocultural Group?

This study examines the commonly held contention that test anxiety may serve as a source of bias in the scholastic aptitude test performance of gender and ethnic minority groups. In addition, this study examines sex and sociocultural group differences in the level and pattern of test anxiety among Israeli college students. The sample was composed of 163 male and 198 female students sitting for scholastic aptitude tests routinely administered to all student applicants as part of their college admissions procedures. About 67% were of Western cultural extraction whereas the remainder were of Eastern extraction. Significant differences in text anxiety scores for males and females were observed, with greater sex group differentiation on the Emotionality than on the Worry scale. Test anxiety scores were not discernible by ethnicity or social class. Furthermore, test anxiety was not differentially related to aptitude test scores by sex or sociocultural group membership. Thus, this study lends little evidence to the common contention that test anxiety differentially debilitates the aptitude test scores of females and ethnic minority student candidates.     

Preliminary investigation of computer stress and the big five personality factors

This study investigated correlates of personality factors, measured with the Big Five Inventory, with computer users' stress, measured with the Computer Hassles Scale. Based on an analysis of the responses of 95 college students using computers, there was a significant correlation between the computer users' stress and Openness, one of the Big Five personality factors. There was a significant correlation between the Computer Hassles Scale and the somatic complaints and anxiety reactions, typical responses to stress. Hierarchical regression analyses indicated that Neuroticism and Extraversion had a "buffering effect" between computer stressors and typical stress responses. The significant correlation between scores on the Computer Hassles Scale and on Openness was a surprising finding and suggested that additional research was needed to clarify the nature of this relationship.     

Perceived importance, enjoyment, and anxiety as correlates of computer attitudes

A sample of 138 students was assessed for their computer attitudes using a Likert-type questionnaire with three subscales: Computer Importance, Computer Enjoyment, and Computer Anxiety. An overall positive attitude towards computers was found. Multivariate analysis of variance revealed no significant differences in computer attitudes by gender although male students reported more positive attitudes towards computers than female students. Implications for educators include managing the perceptions of students that the computers are useful for learning purposes, in addition to using them for leisure and entertainment.     

A twin study of computer anxiety in Turkish adolescents

The present study investigated computer anxiety within a sample of Turkish twins aged 10-18. A total of 185 twin-pairs participated in the study. Of the twins, 64 pairs (34.6 percent) were monozygotic (MZ) and 121 pairs (65.4 percent) were dizygotic (DZ). Of the 121 DZ twins, 54 pairs (44.63 percent) were same-sex twins and 67 pairs (55.37 percent) were opposite-sex twins. Computer anxiety was assessed using Computer Anxiety Rating Scale-Turkish Version (CARS-TV), one of the three main scales of "Measuring Technophobia Instruments" developed by Rosen and Weil. The results of paired t test comparisons showed no significant differences in MZ and same-sex DZ twin-pairs' levels of computer anxiety. On the other hand, a significant difference was found in opposite-sex DZ twin-pairs' level of computer anxiety. Interesting enough, males appeared to be more computer anxious than their female co-twins. In the present study, using Falconer's formula, heritability estimate for computer anxiety was derived from correlations based on MZ and DZ twins' mean scores on CARS-TV. The results showed that 57 percent of the variance in computer anxiety was from genetics and 41.5 percent was from nonshared environmental factors. Shared environmental influence, on the other hand, was very small and negligible. Interpretations of results and potential directions for future research are presented.     

Investigation of the computer experiences and attitudes of pre-service mathematics teachers: new evidence from Turkey

This study aimed to investigate the experiences of pre-service mathematics (PSM) teachers with computers and their attitudes toward them. The Computer Attitude Scale, Computer Competency Survey, and Computer Use Information Form were administered to 180 Turkish PSM teachers. Results revealed that most PSM teachers used computers at home and at Internet cafes, and that their competency was generally intermediate and upper level. The study concludes that PSM teachers' attitudes about computers differ according to their years of study, computer ownership, level of computer competency, frequency of computer use, computer experience, and whether they had attended a computer-aided instruction course. However, computer attitudes were not affected by gender.     

The Role of Personality Factors in the Reduction of Intergroup Anxiety and Amelioration of Outgroup Attitudes via Intergroup Contact

Two studies investigated the role of personality factors in the amelioration of outgroup attitudes via intergroup contact. In study 1, the effect of extraversion on outgroup attitude operated via an increase in cross‐group friendship, whereas openness to experience and agreeableness had a direct effect on outgroup attitude. In study 2, we included intergroup anxiety as a mediator explaining these relationships, and we ruled out ingroup friendship as a potential confound. We found that the relationships between openness to experience and agreeableness on the one hand and outgroup attitude on the other were mediated by reduced intergroup anxiety. In addition, the effect of extraversion on outgroup attitude operated via an increase in cross‐group friendship that was in turn associated with lower levels of intergroup anxiety. Across both studies, the friendship–attitude relationship was stronger among those low in agreeableness and extraversion. We discuss the importance of integrating personality and situational approaches to prejudice reduction in optimizing the impact of contact‐based interventions. Copyright © 2013 John Wiley & Sons, Ltd.