The perceptions of learners on the effectiveness of e-learning in higher education: An empirical study

This paper examines the critical dimensions of the effectiveness of e-learning from the perspective of e-learners within the framework of pedagogy, technology and management of learning resources in higher education. A survey is conducted in an Australian University for exploring the association between the critical dimensions of e-learning and the learners' perceived impact of these dimensions on the e-learning effectiveness using multiple regression analysis. The results show that technology, management of learning resources, metadata and management effectiveness of learning resources positively influence the effectiveness of e-learning in higher education.

[1]  E. Gigliotti Discovering Statistics Using spss. Second Edition , 2007 .

[2]  Judy Drennan,et al.  Factors Affecting Student Attitudes Toward Flexible Online Learning in Management Education , 2005 .

[3]  James W. Peltier,et al.  Course content or the instructor: which is more important in on‐line teaching? , 2002 .

[4]  Kenneth B. Haase Context for semantic metadata , 2004, MULTIMEDIA '04.

[5]  John P. Robinson,et al.  CHAPTER 1 – Criteria for Scale Selection and Evaluation , 1991 .

[6]  J. Hair Multivariate data analysis , 1972 .

[7]  Terry Anderson,et al.  Modes of Interaction in Distance Education: Recent Developments and Research Questions , 2003 .

[8]  Thavamalar Govindasamy,et al.  Successful implementation of e-Learning: Pedagogical considerations , 2001, Internet High. Educ..

[9]  John A. Schibrowsky,et al.  The Interdependence of the Factors Influencing the Perceived Quality of the Online Learning Experience: A Causal Model , 2007 .

[10]  Jörg Rech,et al.  Using Wikis to support the Net Generation in improving knowledge acquisition in capstone projects , 2009, J. Syst. Softw..

[11]  Sung-Wan Kim,et al.  Validation of an evaluation model for learning management systems , 2008, J. Comput. Assist. Learn..

[12]  D. Boud,et al.  Learners still learn from experience when online , 2018, Teaching & Learning Online.

[13]  Robert A. Wisher,et al.  The Effectiveness of Web-Based Instruction , 2003 .

[14]  Peter Brusilovsky,et al.  KnowledgeTree: a distributed architecture for adaptive e-learning , 2004, WWW Alt. '04.

[15]  Marc J. Rosenberg,et al.  E-Learning: Strategies for Delivering Knowledge in the Digital Age , 2000 .

[16]  Darina Dicheva,et al.  View-Based Semantic Search and Browsing , 2006, 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 Main Conference Proceedings)(WI'06).

[17]  Sarah Bryans Bongey,et al.  Using a course management system (CMS) to meet the challenges of large lecture classes , 2005 .

[18]  Andy P. Field,et al.  Discovering Statistics Using SPSS , 2000 .

[19]  Jane Seale,et al.  Mapping pedagogy and tools for effective learning design , 2004, Comput. Educ..

[20]  Julie Pallant,et al.  SPSS survival manual : a step by step guide to data analysis using SPSS for Windows , 2001, Behaviour Change.

[21]  B. Fraser,et al.  Development and Validation of an Instrument for Assessing Distance Education Learning Environments in Higher Education: The Distance Education Learning Environments Survey (DELES) , 2005 .

[22]  Alberto J. Cañas,et al.  Building on New Constructivist Ideas and CmapTools to Create a New Model for Education 1 , 2004 .

[23]  John P. Robinson,et al.  Measures Of Personality And Social Psychological Attitudes , 1991 .

[24]  Siegfried Handschuh,et al.  Ontology-Focused Crawling of Documents and Relational Metadata , 2003, WWW 2003.

[25]  Alain Mille,et al.  ConKMeL: a contextual knowledge management framework to support multimedia e-Learning , 2006, Multimedia Tools and Applications.

[26]  Marek Hatala,et al.  Ontology mappings to improve learning resource search , 2006, Br. J. Educ. Technol..

[27]  Maggie McPherson,et al.  Critical issues for e-learning delivery: what may seem obvious is not always put into practice , 2008, J. Comput. Assist. Learn..

[28]  Rachel Or-Bach,et al.  Educational benefits of metadata creation by students , 2005, SGCS.

[29]  Fernando Alonso,et al.  An instructional model for web-based e-learning education with a blended learning process approach , 2005, Br. J. Educ. Technol..

[30]  Barney Dalgarno,et al.  Interpretations of constructivism and consequences for Computer Assisted Learning , 2001, Br. J. Educ. Technol..

[31]  Linda Price,et al.  Adaptation for a Changing Environment: Developing learning and teaching with information and communication technologies , 2011 .

[32]  Jane E. Klobas,et al.  A task-technology fit view of learning management system impact , 2009, Comput. Educ..

[33]  James W. Peltier,et al.  Reflective learning and on‐line management education: a comparison of traditional and on‐line MBA students , 2004 .

[34]  Robert A. Wisher,et al.  The Effectiveness of Web-Based Instruction: An Initial Inquiry. , 2002 .

[35]  Erik Duval,et al.  Integration of Heterogeneous Information Sources into a Knowledge Resource Management System for Lifelong Learning , 2007 .

[36]  Ikujiro Nonaka,et al.  The knowledge-creating theory revisited: knowledge creation as a synthesizing process , 2003 .