Education Commons^™

Revealing Online Learning Behaviors And Activity Patterns And Making Predictions With Data Mining Techniques In Online Teaching, Jui-Long Hung, Ke Zhang

Educational Technology Faculty Publications and Presentations

This study was conducted with data mining (DM) techniques to analyze various patterns of online learning behaviors, and to make predictions on learning outcomes. Statistical models and machine learning DM techniques were conducted to analyze 17,934 server logs to investigate 98 undergraduate students’ learning behaviors in an online business course in Taiwan. The study scientifically identified students’ behavioral patterns and preferences in the online learning processes, differentiated active and passive learners, and found important parameters for performance prediction. The results also demonstrated how data mining techniques might be utilized to help improve online teaching and learning with suggestions for online …

Online Delivery At Traditional Institutions: Faculty Concerns And Knowledge About Intellectual Property Rights, La Toya Monique Hart

Dissertations

This study was designed to provide information to administrators about concerns faculty might have with online delivery and to assess their overall knowledge about intellectual property rights at traditional institutions. Faculty from the eight institutions under the Mississippi Institutions of Higher Learning were invited to participate in the study regardless of whether they participate in online delivery or not. The results of this study will allow administrators and faculty an opportunity to address concerns and explore putting written policies.

Faculty reported low levels of concerns about legal issues and rewards. Of greatest concern were those issues regarding workload/effort where there …

A Constructivist Approach To Professional Development In Ict Leadership: Creating A Learning Community, Renata Phelps

Dr Renata Phelps

Management of ICT has emerged as a critical issue for schools and one which is impacting significantly on the work of principals and other senior staff. Theory, knowledge, information and even ideas relating specifically to ICT management in school contexts is not yet readily available. Much of the most valuable knowledge and information can be found in the day-to-day experiences and theorising of practitioners. This paper describes the constructivist approach being taken to ICT management through a particular unit in a postgraduate level professional development course at Southern Cross University. It is argued that engaging educational leaders in constructivist learning …

From Traditional Delivery To Distance Learning: Developing The Model, Marie F. Holbein

Faculty and Research Publications

Today’s classrooms are no longer bound by geography. Distance learning has provided an attractive and increasingly highly regarded alternative to traditional face-to-face instruction. However, effective implementation requires a shift in thinking for both students and instructors. The purpose of this article is to describe a model for applying a traditional campus-based graduate course to a distance format.

R2d2 Model: Creating Diverse Online Instructions, Ke Zhang

Journal of Educational Technology Development and Exchange (JETDE)

With the increasing applications of online learning at all levels in training and education in Chinese-speaking countries and regions, together with the diversity of online learners in terms of age, background, and learning style, educators are faced with a critical challenge: how to design and implement online learning experiences to meet the varied needs of highly diverse online learners. This article introduces a highly practical, easy-to-apply model, the R2D2 model (Bonk & Zhang, 2006, 2008) to the Chinese readers in particular, for the creation of diverse online learning activities. R2D2 (Read, Reflect, Display, and Do), is a new model particularly …

Approaches To Case Analyses In Synchronous And Asynchronous Environments, Trena M. Paulus, Gina Phipps

Educational Psychology & Counseling Publications and Other Works

Computer-mediated communication (CMC) tools can be used to integrate time-intensive tasks, such as case study analyses, more easily into the teacher education curriculum. How students talk together online for learning purposes in CMC environments is an area that has not yet been thoroughly investigated. This paper extends findings from a previous study by comparing two groups of four preservice teachers analyzing cases in a synchronous and asynchronous environment. A case study and computer-mediated discourse analysis approach was taken to make sense of the discussion transcripts and participant reflections. Booth and Hulten’s (2003) taxonomy of learning contributions is used as an …

Creating Pedagogical Agents As Social Models In An Online Learning Environment Mathgirls, Yanghee Kim, B. Xu, A. Sharif

Yanghee Kim

This paper introduces the learning environment MathGirls for high school girls learning fundamentals of algebra. Grounded in social cognitive theories of learning, MathGirls utilizes pedagogical agents to create a girl-friendly virtual learning environment. The design constituents of pedagogical agents are reviewed. These constituents are likely to influence building agent/learner relations. The agent design and system architecture of the MathGirls environment are developed to integrate some of the design constituents. Empirical findings from MathGirls deployment in classrooms support the efficacy of the presence of pedagogical agents in shaping affective and cognitive characteristics of the learner. The paper concludes with the discussions …

Approaches To Case Analyses In Synchronous And Asynchronous Environments, Trena M. Paulus, Gina Phipps

Trena M. Paulus

Computer-mediated communication (CMC) tools can be used to integrate time-intensive tasks, such as case study analyses, more easily into the teacher education curriculum. How students talk together online for learning purposes in CMC environments is an area that has not yet been thoroughly investigated. This paper extends findings from a previous study by comparing two groups of four preservice teachers analyzing cases in a synchronous and asynchronous environment. A case study and computer-mediated discourse analysis approach was taken to make sense of the discussion transcripts and participant reflections. Booth and Hulten’s (2003) taxonomy of learning contributions is used as an …

How Are They Doing?: Examining Student Achievement In Virtual Schooling, Michael K. Barbour, Dennis Mulcahy

Education Faculty Publications

Six years ago the Centre for Distance Learning and Innovation began a virtual high school within the Canadian province of Newfoundland and Labrador. Designed primarily to provide courses in specialized areas to students in rural areas, where schools have difficulty in attracting second language, mathematics and science teachers. However, there has been some concern that the opportunities provided by this virtual high school are "second rate" or only able to cater to independent, self-motivated students. The purpose of the study is to examine the student achievement in standardized public exams and final course scores in the province between different delivery …

Assisting Bulgarian Special Educators With Competency Development Online, R. Peterson, J. Herrington, D. Konza, M. Tzvetkova-Arsova, K. Stefanov

Faculty of Education - Papers (Archive)

Purpose – The purpose of this paper is to discuss an expansion of the Special Education Bulgaria (SEB) internet community that is required to pilot software created by the European Union’s (EU’s) Sixth Framework integrated project, TENCompetence. Design/methodology/approach – SEB is the product of a two-year research project designed to create a sustainable nation-wide community of practice (CoP) for special education in Bulgaria via the internet. This paper discusses the SEB features consistent with TENCompetence concepts of competency development, lifelong learning, and professional networking. It then describes the additional features needed to prepare a SEB pilot. Findings – SEB was …

Effects Of Personal Characteristics On Learner Online Learning Readiness, Crystal Chun Yun Lau

EDU-COM International Conference

Nowadays many educational institutions have embraced online education to cater for flexible and student-centered learning. Through online education, students have an opportunity to gain an education at their own convenience, in terms of time and place. However, it is argued that students are less satisfied with online learning than with traditional classroom learning. As online education continues to expand, the need for determining and maintaining quality online education is becoming an important issue. Therefore, it is important to discern which qualities are necessary for students‘ achievement and satisfaction in an online learning environment (OLE). While numerous studies on the qualities …

Integrating Key Elements In An E-Learning Curriculum For An Optimum Educational And Interactive User Experience, Heather Stearns

Electronic Theses and Dissertations

This study determines the particular components that are considered the best practices to use when implementing an e-Learning curriculum. Technical communicators and instructional designers have numerous development options to choose from. However, practices that work in academe do not always integrate well in a corporate setting, and what works for one corporation may not work for another. There is no singular methodology for developers to apply that enables e-Learning to fit every organization's needs. Research shows that to ensure a successful online learning implementation, a sound project management team must be in place at the beginning of the project planning. …