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Caesar Jude Clemente – ProQuest LLC, 2023
Having a job immediately after graduation is the dream of every IT graduate. However, not everyone can achieve this outcome. The study's primary goal is to develop predictive models to forecast IT graduates' chances of finding a job based on factors such as academic performance, socioeconomic status, academic habits, and demographic data.…
Descriptors: Artificial Intelligence, Prediction, Models, Information Technology
Costa, Stella F.; Diniz, Michael M. – Education and Information Technologies, 2022
The large rates of students' failure is a very frequent problem in undergraduate courses, being even more evident in exact sciences. Pointing out the reasons of such problem is a paramount research topic, though not an easy task. An alternative is to use Educational Data Mining techniques (EDM), which enables one to convert data from educational…
Descriptors: Prediction, Undergraduate Students, Mathematics Education, Models
Mehdi, Riyadh; Nachouki, Mirna – Education and Information Technologies, 2023
Predicting student's successful completion of academic programs and the features that influence their performance can have a significant effect on improving students' completion, and graduation rates and reduce attrition rates. Therefore, identifying students are at risk, and the courses where improvements in content, delivery mode, pedagogy, and…
Descriptors: Foreign Countries, Grade Point Average, Graduation, Time to Degree
Chowdhury, Naser – ProQuest LLC, 2018
A renewed interest in cloud computing adoption has occurred in academic and industry settings because emerging technologies have strong links to cloud computing and Big Data technology. Big Data technology is driving cloud computing adoption in large business organizations. For cloud computing adoption to increase, cloud computing must transition…
Descriptors: Computer Software, Information Technology, Prediction, Models
Reddy, Dinesh Sampangirama – ProQuest LLC, 2017
Cybersecurity threats confront the United States on a daily basis, making them one of the major national security challenges. One approach to meeting these challenges is to improve user cybersecurity behavior. End user security behavior hinges on end user acceptance and use of the protective information technologies such as anti-virus and…
Descriptors: Computer Security, Information Security, Information Technology, Self Efficacy
Samhan, Bahae – ProQuest LLC, 2016
Health Information Technology (HIT) has the potential of improving the overall performance of healthcare organizations. However, there are worldwide evidence of HIT resistance and avoidance behaviors. IS researchers have provided valuable insights about these behaviors towards IT in general. Very limited work has aimed to explain these behaviors…
Descriptors: Mixed Methods Research, Health Services, Models, Records (Forms)
Findik-Coskunçay, Duygu; Alkis, Nurcan; Özkan-Yildirim, Sevgi – Educational Technology & Society, 2018
With the recent advances in information technologies, Learning Management Systems have taken on a significant role in providing educational resources. The successful use of these systems in higher education is important for the implementation, management and continuous improvement of e-learning services to increase the quality of learning. This…
Descriptors: Integrated Learning Systems, Foreign Countries, Technology Uses in Education, Structural Equation Models
Harris, Matthew E. – ProQuest LLC, 2016
The purpose of this study was to identify and examine existing technology acceptance constructs as they relate to end-user participation in training programs. By analyzing technology acceptance constructs and their fit with existing training paradigms, it was expected that there would be a significant increase in use behavior as defined in the…
Descriptors: Computer Attitudes, Adoption (Ideas), Training, Use Studies
Akbari, Elham; Naderi, Ahmad; Yazdi, Mahdi Hosseinzadeh; Simons, Robert Jan; Pilot, Albert – Journal of Interactive Learning Research, 2016
Despite the potential of social networks in formal learning, there should be more knowledge on the students and teachers attitudes toward such technology and more recent information in the context of the actual educational situation. The Technology Acceptance Model (TAM) was used. The instruments included a questionnaire investigate the attitudes…
Descriptors: Student Attitudes, Teacher Attitudes, Social Networks, Predictor Variables
Cheok, Mei Lick; Wong, Su Luan – International Journal of Instruction, 2015
This paper develops a theoretical model of the determinants of e-learning satisfaction in teaching and learning among secondary school teachers. It is based on reviews of past studies on satisfaction in using information technology systems. Three potential groups of determinants of satisfaction among secondary school teachers were identified;…
Descriptors: Electronic Learning, Secondary School Teachers, Information Technology, Satisfaction
Snowdeal-Carden, Betty A. – ProQuest LLC, 2013
Software engineering is team oriented and intensely complex, relying on human collaboration and creativity more than any other engineering discipline. Poor software estimation is a problem that within the United States costs over a billion dollars per year. Effective measurement of team cohesion is foundationally important to gain accurate…
Descriptors: Information Technology, Computer Software, Teamwork, Engineering
Jung, Jisun; Shin, Jung Cheol – Studies in Higher Education, 2015
The purpose of this study is to explore the impact of administrative staff's job competency on their job satisfaction in a Korean research university. We conceptualized job satisfaction into three subcomponents: satisfaction in the job field, in the workplace, and with the actual task. In the regression analysis, we included demographics, inner…
Descriptors: Job Skills, Job Satisfaction, Interpersonal Competence, Problem Solving
Heo, Misook; Song, Jung-Sook; Seol, Moon-Won – Journal of Educational Research, 2013
The authors examined the needs of digital information service web portal users. More specifically, the needs of Korean cultural portal users were examined as a case study. The conceptual framework of a web-based portal is that it is a complex, web-based service application with characteristics of information systems and service agents. In…
Descriptors: Foreign Countries, Factor Analysis, Models, Predictor Variables
Shin, Dong-Hee; Biocca, Frank; Choo, Hyunseung – Behaviour & Information Technology, 2013
This study examines the users' experiences with three-dimensional (3D) virtual environments to investigate the areas of development as a learning application. For the investigation, the modified technology acceptance model (TAM) is used with constructs from expectation-confirmation theory (ECT). Users' responses to questions about cognitive…
Descriptors: Foreign Countries, Virtual Classrooms, Expectation, Cognitive Processes
Dishaw, Mark T.; Eierman, Michael A.; Iversen, Jacob H.; Philip, George – Journal of Information Technology Education: Research, 2013
As collaboration among teams that are distributed in time and space is becoming increasingly important, there is a need to understand the efficacy of tools available to support that collaboration. This study employs a combination of the Technology Acceptance Model (TAM) and the Task-Technology Fit (TTF) model to compare four different technologies…
Descriptors: Cooperation, Collaborative Writing, Electronic Publishing, Word Processing
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