In this study, a predictive model is constructed to analyze learners' performance in programming tasks using data of programming behavioral events and behavioral sequences. First, this study identifies behavioral events from log data and applies lag sequence analysis to extract behavioral sequences that reflect learners' programming strategies.…

As the majority of educational research has focused on preservice teachers' computer use for "educational purposes," the question remains: Do preservice teachers use computer technology for daily life activities and encounters? And do preservice teachers' personality traits and motivational beliefs related to computer training provided…

Throughout this study, tutorial and demonstration methods in photo editing instruction were compared. The instruction method was the independent variable of the study while cognitive load, state anxiety level, student performance, student achievement, and task duration were dependent variables. The research was conducted with 62 undergraduate…

The purpose of this study was to examine the factors related to self-efficacy for Java programming among first year engineering students. An instrument assessing Java programming self-efficacy was developed from the computer programming self-efficacy scale of Ramalingam & Wiedenbeck. The instrument was administered at the beginning of the…

Low retention rates in third-level computing courses, despite continuing research into new and improved computer teaching methods, present a worrying concern. For some computing students learning programming is intimidating, giving rise to lack of confidence and anxiety. The noncognitive domain of anxiety with regard to learning computer…

Examines factors related to computer anxiety measured by the Computer Anxiety Index (CAIN). Achievement in two programing courses was inversely related to computer anxiety. Students who had a home computer and had computer experience before high school had lower computer anxiety than those who had not. Lists 14 references. (YP)

Discusses results of a survey of undergraduate students that investigated their current knowledge of computers and the level of knowledge they would like to have. Attitudes of students who had prior computer courses or who owned a computer were found to be more positive than those of students who did not. (27 references) (LRW)

The effects of home environment on achievement in and attitudes toward computer literacy was studied via administration of a 37-item computer-literacy questionnaire to 193 public school students in grades 5 through 10. Home environment was a better predictor of attitudes toward computer learning than it was for student achievement. (SLD)

Describes a study that examined potential predictor variables and their relationship to computer aversion among preservice teachers. It was hypothesized that prior experience, ownership of a personal computer, and critical thinking ability would be negatively related to computer aversion, and that an introductory computer literacy course would…

The predictors of students' completed and planned enrollments in college level computer courses were examined. A total of 195 college freshman and sophomore students (102 females and 93 males) who were enrolled at a large land-grant university in the southern region of the midwestern United States completed instruments measuring computer…

Describes a study of high school students that presents two exploratory path analyses of potentially relevant variables influencing both computer course enrollment and self-perceived computer proficiency. Computer attitudes and computer attributions are investigated, and implications for designing educational strategies are discussed. (25…

Describes a study of undergraduate students that examined the relationship between selection of college computer courses and self-perceived proficiency in using computers, computer causal attributions, and selected computer attitudes. Gender issues are addressed, correlations between variables are examined, and implications for educators are…

This study was conducted to examine the extent to which one's demographic characteristics, previous experience, aptitudes, and attitudes may be indicative of probable success in learning about computers. Information was derived from two National Science Foundation (NSF)-funded programs designed to retrain experienced teachers to become K-12…

This study examined the effects of increased computing experience on the computer anxiety of 101 first year preservice teacher education students at a regional university in Australia. Three instruments measuring computer anxiety and attitudes--the Computer Anxiety Rating Scale (CARS), Attitudes Towards Computers Scale (ATCS), and Computer…

This pretest/posttest study measured the change in computer literacy and attitudes toward computers among 36 preservice teachers enrolled in an introductory computer training course that was focused on developing programing skills. Independent variables included age, gender, locus of control, final grade in the course, and prior experience in word…