Boys’ and girls’ ICT beliefs: Do teachers matter?

This exploratory study took place in the context of middle school information science in Greece, to examine possible relations between boys’ and girls’: value and efficacy beliefs about computers and information science; perceived parental support; perceived teacher expectations; and perceptions of the nature of information science instruction. The participants of the study were 301 (135 male and 166 female) students who responded to a self-report questionnaire. Regression analysis showed that perceived teacher expectations were positively associated with students’ ability beliefs, perceptions of learning activities as creative and personally meaningful was a significant predictor of students’ interest in computing, and perceived parental support was related to both value and efficacy beliefs. Unlike previous research, the findings of this study did not support the conclusion that boys have more positive ICT self-efficacy and value beliefs than girls. They indicated however, that boys’ and girls’ beliefs are differentially affected by parents, teachers, and school IS instruction.     

Technology and young children: How 4–7 year olds perceive their own use of computers

This study examined young children’s access, perceptions and use of technology within and outside of school settings. One hundred sixty seven children from varied ethnic and socio-economic backgrounds participated in the study. Regardless of gender, socio-economic status or ethnic group, most children had access to computers in and outside of schools. In both settings, pre-K through grade 2 children report that they primarily use computers to play games. Children’s attitudes toward computers are positive. Older children tend to use the computer more often, are better able to operate the computer and their attitudes towards computers are more positive. Boys’ attitudes towards computers are more positive than the attitudes of girls, but no gender differences were found for computer use nor ability level. While no significant differences were found between the attitudes of Dutch and immigrant children, the latter group indicated more frequent use. Also, children from a lower socio-economic neighborhood had more positive attitudes towards computers and used computers slightly more often than middle class children. The findings of this study inform the debate on the desirability of young children’s exposure to computers at home as well as in educational settings. Further, these findings may help educators and parents to both critically assess their current practices (e.g. the relative value of the most frequently used applications – games), and strive to integrate developmentally appropriate uses of technology at home and in classrooms.     

Are Computer Science and Information Technology still masculine fields? High school students’ perceptions and career choices

This study investigated Greek high school students’ intentions and motivation towards and against pursuing academic studies in Computer Science (CS), the influence of the family and the scholastic environment on students’ career choices, students’ perceptions of CS and the Information Technology (IT) profession as well as students’ attendance at CS courses at school, computer use in the home and self-efficacy beliefs regarding computers. Gender differences were examined with a view to identifying factors that may affect boys’ and girls’ career choices. The participants were 358 students of both sexes who completed an anonymous questionnaire. The data analysis showed that girls are less likely than boys to pursue a CS degree, and when they do so, it is mainly because of extrinsic reasons rather than personal interest in CS. Lack of opportunities for early familiarization with computing in the home and the scholastic environment is the factor that mainly differentiates boys’ and girls’ motivation against studying CS, having a greater impact on girls. Misconceptions of CS were detected in students of both genders. Girls view CS as a self-referencing, machine- and programming-oriented discipline to a greater extent than boys do, and hold less positive views of the IT profession. Boys view CS as more human- and application-oriented than girls do. They also have greater computer self-efficacy and more sex-stereotypical views of CS and IT as male domains. Appropriate actions to increase girls’ interest and participation in CS studies are proposed according to the findings.     

Gender differences in children's reactions to success and failure with computers

This study examined an attributional style explanation for gender differences in computer use and attitudes. A total of 127 Grade 5 subjects filled out questionnaires assessing computer experience. Surprisingly, there were no gender differences in liking for computers. However, consistent with previous research, boys thought that they had more ability with computers, boys used computers more frequently, and more boys had computers at home. Subjects were then randomly assigned to use either a “failure” computer program, a “success” program, or no program. Results showed that boys provided unstable attributions for failure with the computer (e.g., bad disk, lack of effort) more often than girls did, whereas girls provided unstable attributions for success (e.g., easy program, effort) with the computer more often than boys did. Both boys and girls who made stable attributions for success or unstable attributions for failure were more enthusiastic about using computers in the future, indicating that gender differences in attitudes toward computer use can be explained by gender differences in attributions for performance. The data also suggest that gender differences in relaxation and expectations for improvement were due to gender differences in stability of attributions, frequency of previous computer use, and perceived competence with computers.     

Junior high school students’ Internet usage and self-efficacy: A re-examination of the gender gap

This paper investigated the gender differences in junior high school students’ Internet self-efficacy and their use of the Internet. A total of 1080 eighth graders were randomly selected from all junior high school students in Taiwan. The Internet Self-Efficacy Scale (ISES) was developed and used to examine students’ Internet self-efficacy in two dimensions: online exploration (explorative ISE) and online communication (communicative ISE). A survey including the ISES instrument was administered to all the subjects and finally 936 valid questionnaires (from 466 males and 470 females) were returned for data analyses. No significant gender difference was found in students’ total ISE and explorative ISE; however, a significant gender difference was found in students’ communicative ISE. Surprisingly, the girls had significant higher communicative ISE than had the boys. In addition, there was no significant gender difference in students’ Internet using experience and computer ownerships; however, there were significant gender differences in their Internet using purpose and intensity. In spite of the boys showed a significantly higher Internet use intensity than did the girls, the boys were more exploration-oriented Internet users and the girls were more communication-oriented Internet users. And this orientation played a significant role in their Internet self-efficacy. These results suggested that the gender gap may no longer exist in young students’ confidence in using the Internet. However, boys and girls used the Internet for significantly different purposes suggesting that the Internet played different roles for boys and girls in Taiwan. With a large scale examination by using a valid and reliable instrument, this study provided representative results for further related studies.     

Socioeconomic differences in elementary students’ ICT beliefs and out-of-school experiences

The purpose of the study was to explore possible links between student socioeconomic status (SES), beliefs about information and communication technologies (ICTs), and out-of-school learning resources. Grades 5 and 6 students (N = 345) who were enrolled in one private and six public elementary schools in Greece, located in areas with different demographic characteristics, responded to a questionnaire addressing their ICT self-efficacy and value beliefs, out-of-school ICT access and activities, perceived parental support and regulation of home ICT activities, and access to sources of technological support beyond the family. Findings showed that students from all SES family backgrounds tended to have positive views about the value of ICTs, but students from low-SES families expressed lower confidence in their ICT skills. Parents from all SES backgrounds appeared to view equally favorably their children’s engagement with ICTs, and perceived parental support correlated highly with students’ ICT value beliefs. However, students from low-SES families appeared to have fewer opportunities to develop ICT competencies, which may explain why they expressed less positive self-efficacy beliefs. Findings stress the need for school ICT integration efforts to take into account student differences in prior experiences and to be coordinated with students’ home computer use.     

Gender issues in Internet access and favourite Internet activities among Greek high school pupils inside and outside school

This study investigates gender differences in Internet use by Greek high school pupils within school and out of school environments. A sample of 340 pupils (170 boys and 170 girls), aged 12–16 years, completed a written questionnaire on their attainability, location, frequency and purposes of Internet access. The data analysis showed that more pupils use the Internet outside school (at home, in Internet cafés) than within school and that boys have more opportunities to access the Internet. Both inside and outside school, pupils' favourite Internet activities relate to information gathering for personal purposes and to entertainment. Boys use the Internet for entertainment and Web page creation more than girls do, whereas no other significant gender differences were noted regarding pupils' other Internet activities, such as communication via e-mail, chat or videoconferencing, Web surfing and information search for personal or school purposes.     

Gender differences in adolescents' perceptions of the best and worst aspects of computing at school

This study examined gender differences in perceptions of school computing by asking girls and boys at early and late stages in secondary education what they liked best and least about using computers at school. Overall age differences were very marked and reflected the different skill levels of the pupils and the increase in the sophistication of their computer use at the later stage of the curriculum. Gender differences were found in both age groups. These included a greater work orientation and liking for e-mail apparent in girls' responses. Boys showed a greater affinity with computer games and mentioned limitations upon their access to machines more. These gender differences are a further demonstration that girls approach computers as tools for accomplishing tasks, while boys approach them as technology for play and mastery. Such differences are important for understanding how computers are approached in educational settings.     

The impact of computer use at home on students’ Internet skills

This article reports on a study into the impact of students’ use of the Internet and the computer at home on digital skills they need for school. The study was conducted in the lower grades of Dutch secondary education (students aged 13–15). More than 2500 students, distributed over 116 classes in 68 schools, participated in the study. Internet and computer skills were measured by means of an objective test. Multilevel analysis was used to examine the impact of home access and use on Internet and computer skills taking into account the effect of students’ backgrounds. Students in pre-university education, third-graders and non-minority students appeared to have better Internet skills and a more advantageous home computer use than students in pre-vocational education, first-graders and minority students, respectively. The Internet skills of girls were hardly less developed than those of boys. Home access to e-mail and the extent to which students use the home computer for surfing, e-mailing, chatting and text processing were found to be substantially related to Internet and computer skills (taking into account the effect of several background characteristics of the students).     

Gender and digital usage inequality among adolescents: A comparative study of 39 countries

The paper investigates how gender exerts its influence on contemporary adolescents with respect to their access to the Information and Communication Technologies (ICTs). The focus here is on the so-called usage access. The paper's empirical basis is that of information on the ICTs usage collected for 39 countries in the framework of the 2006 wave of the Program for International Student Assessment (PISA) study. Ordinal regression modelling is used as a method for data investigation. The analysis points to the persistence of gender inequality seemingly in favour of boys. In all countries under investigation, boys report using computers and the Internet for educational purposes more often than girls. Controlling for the 2006 value of the national GDP per capita, the level of a country's gender inequality measured by the Gender Gap Index does not have any statistically significant effect on gender gap in educational use of ICTs. A sign of the gender coefficient suggest, however, that the increase in society's gender-neutrality is associated with the increase in boys' advantage over girls as regards the frequency of ICT/Internet educational use. The possibility that this advantage of boys is in fact a sign of their educational underperformance is discussed. Another possibility is also discussed, namely, that girls' decreased (in comparison with boys) frequency of using computers and the Internet for playing computer games might, counterintuitively, be the source of girls' disadvantage in the future.     

Gender differences in computer-related attitudes and behavior: A meta-analysis

A meta-analysis of studies of gender differences in computer-related attitudes and behavior using US and Canadian participants found that men and boys exhibited greater sex-role stereotyping of computers, higher computer self-efficacy, and more positive affect about computers than did women and girls. These effect sizes varied as a function of study population — adult, college, high school, and grammar school — with the largest differences generally found for high school students. Gender differences in beliefs about computers approached zero and did not vary by study population. Gender differences in computer-related behaviors were small and did not differ as a function of study population. Implications of these findings are discussed.     

Qualitative differences in computer experience, computer anxiety, and students' use of computers: A path model

Biographical information (age and gender) was obtained on 180 first year psychology students along with self-report measures relating to computer use. The measures were: age of initial introduction to computers; qualitative aspects of early computer experience (how relaxed and unpressured the experience was and the extent to which the individual had felt ‘in control’ and competent during the experience); level of computer anxiety; current and anticipated future frequency of use of computers. A path model linking the above variables was proposed and tested. Apart from gender, all of the predictor variables exerted direct and/or indirect influences on use made (and expected to be made) of computers. In particular, an early introduction to computers was generally associated with a more favourable quality of initial experience, leading to lower anxiety and greater readiness of students to use computers.     

Cross-age peer tutors in asynchronous discussion groups: Exploring the impact of three types of tutor training on patterns in tutor support and on tutor characteristics

This study was conducted in an authentic university setting with fourth-year Educational Sciences’ students operating as online peer tutors to facilitate freshman tutees’ online collaboration and knowledge construction in a blended “Instructional Sciences” course. Taking into account prior research uncovering weaknesses in online peer tutor behaviour, the aim of the study was to explore the possibility to optimise the quality and the nature of online peer support. In this respect, the study examined the impact of three tutor training conditions (multidimensional support, model/coach, and control condition) on peer tutors’ actual tutor behaviour in asynchronous discussion groups and on tutors’ self-efficacy beliefs, perceived collective efficacy, and training evaluation. Quantitative content analysis was applied to study online peer tutor behaviour. More specifically, two coding schemes were used focusing respectively on the occurrence of different e-moderating activities and on the evolution from modeling to coaching behaviour. Tutors’ self-efficacy beliefs, perceived collective efficacy, and training evaluation were assessed by means of questionnaires.     

Internet anxiety: An empirical study of the effects of personality,beliefs, and social support

We examined sources of Internet anxiety; specifically modeling the ties from broad dispositional traits (computer anxiety, computer self-efficacy, and personal innovativeness with IT), beliefs about the work environment (about the adequacy of resources and trust in technology), and two forms of social support for IT (leader and peer support) to individuals’ anxiety about using Internet applications. We tested our model using respondents who participated in virtual teams during a 16-week period. Our findings suggested that Internet anxiety was affected both by the users’ personality and by beliefs that can be influenced by providing adequate resources to support the technology, encourage trust in technology, and working to assure users that leaders and peers are supportive of their using the technology. Our findings suggest that by providing appropriate resources and fostering a supportive environment, leaders could reduce Internet anxiety and thus influence the use of technology in the workplace in ways that benefit organizations.     

Qualitative differences in computer experience,computer anxiety,and students' use of computers: A path model

Biographical information (age and gender) was obtained on 180 first year psychology students along with self-report measures relating to computer use. The measures were: age of initial introduction to computers; qualitative aspects of early computer experience (how relaxed and unpressured the experience was and the extent to which the individual had felt ‘in control’ and competent during the experience); level of computer anxiety; current and anticipated future frequency of use of computers. A path model linking the above variables was proposed and tested. Apart from gender, all of the predictor variables exerted direct and/or indirect influences on use made (and expected to be made) of computers. In particular, an early introduction to computers was generally associated with a more favourable quality of initial experience, leading to lower anxiety and greater readiness of students to use computers.     

Gender differences in computer attitudes and the choice of technology-related occupations in a sample of secondary students in Spain

The dearth of women in technology and ICT-related fields continues to be a topic of interest for both the scientific community and decision-makers. Research on attitudes towards computers proves that women display more negative computer attitudes than men and also make less intense use of technology and computers than their male counterparts. For this reason, the main aims of this study are threefold. Firstly, to analyze the existence of gender differences in three dimensions of computer attitudes in a group of 550 secondary students in Spain (mean of age = 15 years old; SD = 1.73). Secondly, to study the moderating influence of a group of contextual variables on those gender differences in computer attitudes. And thirdly, to examine the predictive role of computer attitudes on the intention to pursue technology-related occupations. Some of the analyses of variance carried out show more positive computer attitudes in boys than in girls. These differences are more salient among students coming from rural areas and the upper social class, who are also enrolled in the domain of technology in secondary education, and whose mothers have no occupation outside the home. Finally, simple logistic regressions were carried out in order to prove that all dimensions of computer attitudes predict the enrollment intentions to pursue technology-related occupations. Nonetheless, gender only moderates the relationship between the cognitive dimension of computer attitudes and the enrollment intentions to pursue technology-related occupations.     

Children's enjoyment and perception of computer use in the home and the school

This paper seeks to examine the nature and experiences of children's computer use in the home and school. Past research suggests a growing gap between computer use in the home and the school. This study was conducted to find out how children perceive and enjoy computer use in these two environments. Using a sample of year 3 and 5 pupils in three primary schools, qualitative and quantitative data were gathered. The results suggest that children make more use of the computer at home than at school. The most popular activity on the home computer which all children enjoyed was playing games. The most frequent activity at the school computer was word processing which pupils considered boring. Interesting gender differences showed that boys spent more time playing computer games whereas girls spent more time on the Internet emailing friends. The study concludes that schools should learn from what works at home and enable children to work on activities they find valuable, motivational and worthwhile.     

Computer anxiety and anger: the impact of computer use, computer experience, and self-efficacy beliefs

Past research has demonstrated that the level of computer experience users have is the most valuable predictor in whether or not they will suffer computer anxiety symptoms, but this was not the case in the present study. No research was found which examined the correlates of computer anger symptoms. In the current study, the relationship between the computer use (frequency and duration), computer experience, and self-efficacy beliefs of users were analyzed as predictors for computer anxiety and anger symptoms. Questionnaire data from a sample of 242 university students were analyzed. The results indicated that computer self-efficacy beliefs, not computer experience or use, had the largest significant relationship with both computer anxiety, and anger. It is suggested that self-efficacy beliefs be increased so that users may experience lower levels of anxiety and anger. These findings are contrary to the trend of training computer users in specific computer domains. As computer anxiety and anger are negative psychological “states”, an immediate method to deal with these negative emotions should be developed. One possibility that is explored is the application of computer-based therapy that can be used while a user is experiencing negative emotional symptoms.     

Individual characteristics and computer self-efficacy in secondary education teachers to integrate technology in educational practice

The development of modern technologies and their extension to every domain of our daily life nowadays is an indisputable fact. The widespread use of computers renders training in these technologies necessary. Consequently, computers were soon introduced into the Greek educational system. Factors related to the nature of the teacher’s personality, such as computer self-efficacy, self-concept, attitudes, motivation and needs are considered crucial to the integration and development of modern technologies in education. This study examines the relationship between individual characteristics of secondary school teachers and computer self-efficacy as well as teacher prospects with regard to modern technologies.