In this study, the National Educational Longitudinal Study (ELS:2002) dataset was used and a predictive data mining technique, decision tree analysis, was implemented in order to examine which factors, in conjunction to computer use, can be used to predict high or low probability of success in high school mathematics. Specifically, this study…

Many STEM studies have focused on traditional learning contexts, such as math- and science-related learning factors, as pre-college learning predictors for STEM major choices in colleges. Few studies have considered a progressive learning activity embedded within STEM contexts. This study chose computer-based learning activities in K-12 math…

This investigation explores young children's computer skills development from kindergarten to third grade using the Early Childhood Longitudinal Study-Kindergarten (ECLS-K) dataset. The sample size of the study was 8642 children. Latent growth curve modeling analysis was used as an analytical tool to examine the development of children's computer…

In this study, teachers' acceptance and use of an educational portal is assessed based on data from two sources: usage data (number of logins, downloads, uploads, reactions and pages viewed) and an online acceptance questionnaire. The usage data is extracted on two occasions from the portal's database: at survey completion (T1) and twenty-two…

In 1970, this first program supporting college students with language-based learning disabilities was a radical pioneer. While an exemplar for 40 years, there are fresh challenges today in the form of competition for diminished numbers of 18 year olds. To better understand what helps and what matters to students, research needs to go beyond most…

This study investigated the change in the relationship between pedagogy, computer-use and students' perceptions about course-effectiveness over time. Students from a Canadian university completed a questionnaire in two different years (2003 = 1,834 participants and 2007 = 1,866 participants). Of greatest interest were characteristics of technology…

The purpose of this study is to explore the accuracy of the TeacherInsight online perceiver tool (Gallup University, 2007) in determining the effectiveness of high rated (n =14) and low rated (n =36) math and science new hire teachers summative appraisal ratings, completed graduate coursework, and retention status following one year and three…

This paper presents the findings from the third survey administration of a longitudinal study that explores the beliefs, practices, and efficacy of social studies faculty members from across the United States in terms of instructional technology use. The findings of this study demonstrate that familiarity with the "National Educational Technology…

The study explored the effects of computer use on the mathematical performance of students with special attention to ELL students. To achieve a high generalizability of findings, the study used a U.S. nationally representative database, the Early Childhood Longitudinal Survey Kindergarten Cohort (ECLS-K), and adopted proper weights. The study…

In the study of the Technology Immersion model, high-need middle schools were "immersed" in technology by providing laptops for each teacher and student, instructional and learning resources, professional development, and technical and pedagogical support. This article reports third-year findings for the teacher component of the…

This paper examines the relation between computer use in diverse learning contexts and math achievement, and the gender and ethnicity-based differences in that relation. The study selected learner centeredness as a meaningful pedagogy in using computers because of its importance in technology-based learning. Along with the emerging notion of the…

This paper reports results of a longitudinal study of faculty (n=85) at three undergraduate institutions in North Dakota that adopted notebook computers for their faculty and students--Valley City State University, Mayville State University, and Jamestown College. Questions examined included the variables that might predict computer use by faculty…