Design Strategies for Mobile Language Learning Effectiveness using Hybrid MCDM Approach

Generally, proposing an evaluation model is of most interest to those with a research focus in information systems. In fact, the design of information systems requires the application of designated evaluation models for identifying effective design strategies rather than predicting the design’s effectiveness.. Information system success model is the latest evaluation model which implicitly reflects the evaluation criteria for configuring the design of mobile learning application. Using two mobile learning applications as examples, this study aims to extend the evaluation model by proposing a design evaluation framework for mobile learning applications and evaluating the design of two mobile learning applications by applying designated criteria. Employing the novel hybrid multi-criteria decision making which combining Decision Making Trial and Evaluation Laboratory Model (DEMATEL) and the Analytical Network Process (ANP), this research demonstrates the structure of mobile learning application in term of relationship among attributes as well as examines the value that learners’ perceive with regard to designated mobile learning application. Based on this purpose, this research would contribute to discover the grammatical structure of mobile computing for learning. Accordingly, the designer could apply the structural representation as guidance in strategic design of information system. Keywords: mobile learning application design, decision making trial and evaluation laboratory (DEMATEL), analytic network process (ANP), design structure

[1]  Daniel C. A. Hillman,et al.  Learner-Interface Interaction in Distance Education: An Extension of Contemporary Models and Strategies for Practitioners , 1994 .

[2]  David H. Jonassen,et al.  Handbook of Research for educational Communications and Technology , 1997 .

[3]  Kunsoo Suh,et al.  End-User's Disconfirmed Expectations and the Success of Information Systems , 1994 .

[4]  Brian T. Pentland,et al.  Desperately seeking structures: grammars of action in information systems research , 2013, DATB.

[5]  Charles M. Reigeluth,et al.  Instructional Design Theories and Models : An Overview of Their Current Status , 1983 .

[6]  Leslie J. Briggs,et al.  The affective and cognitive domains : integration for instruction and research , 1986 .

[7]  James H. Gerlach,et al.  Understanding Human-Computer Interaction for Information Systems Design , 1991, MIS Q..

[8]  T. C. Edwin Cheng,et al.  Extending the Understanding of End User Information Systems Satisfaction Formation: An Equitable Needs Fulfillment Model Approach , 2008, MIS Q..

[9]  Jim Cummins Academic Language Learning, Transformative Pedagogy, and Information Technology: Towards a Critical Balance , 2000 .

[10]  D. R. Garrison,et al.  An analysis and evaluation of audio teleconferencing to facilitate education at a distance , 1990 .

[11]  Robert Godwin-Jones,et al.  Mobile apps for language learning , 2011 .

[12]  Jonida Shtylla,et al.  Computer mediated communication , 2011 .

[13]  Gwo-Hshiung Tzeng,et al.  A Novel Hybrid MCDM Model Combined with DEMATEL and ANP with Applications , 2008 .

[14]  Ephraim R. McLean,et al.  Information Systems Success: The Quest for the Dependent Variable , 1992, Inf. Syst. Res..

[15]  Robert M. Fano Computer-Mediated Communication , 1985, IEEE Technology and Society Magazine.

[16]  Richard O. Mason,et al.  Measuring information output: A communication systems approach , 1978, Inf. Manag..

[17]  Gladys Gorga,et al.  Distance Education--A system view , 2002 .

[18]  Yi-Shun Wang,et al.  Multi-criteria evaluation of the web-based e-learning system: A methodology based on learner satisfaction and its applications , 2008, Comput. Educ..

[19]  Alan R. Hevner,et al.  Design Science in Information Systems Research , 2004, MIS Q..

[20]  PAO-LIEN WEI,et al.  Causal Modeling of Web-Advertising Effects by Improving SEM Based on DEMATEL Technique , 2010, Int. J. Inf. Technol. Decis. Mak..

[21]  Barbara H Wixom,et al.  A Theoretical Integration of User Satisfaction and Technology Acceptance , 2005, Inf. Syst. Res..

[22]  William J. Kettinger,et al.  Perceived Service Quality and User Satisfaction with the Information Services Function , 1994 .

[23]  Wanda J. Orlikowski,et al.  Research Commentary: Desperately Seeking the "IT" in IT Research - A Call to Theorizing the IT Artifact , 2001, Inf. Syst. Res..

[24]  Richard T. Watson,et al.  Service Quality: A Measure of Information System Effectiveness , 1995, MIS Q..

[25]  Blake Ives,et al.  Web-based Virtual Learning Environments: a Research Framework and a Preliminary Assessment of Effectiveness in Basic It Skills Training Author(s): Piccoli Et Al./web-based Virtual Learning Environments Web-based Virtual Learning Environments: a Research Framework and a Preliminary Assessment of Effe , 2022 .

[26]  Badrul H. Khan,et al.  Web-based instruction , 1997 .

[27]  Dorothy E. Leidner,et al.  Research Commentary: Technology-Mediated Learning - A Call for Greater Depth and Breadth of Research , 2001, Inf. Syst. Res..

[28]  Robert M. Gagné,et al.  The Conditions of Learning and Theory of Instruction , 1985 .

[29]  Ephraim R. McLean,et al.  The DeLone and McLean Model of Information Systems Success: A Ten-Year Update , 2003, J. Manag. Inf. Syst..

[30]  M. Moore Editorial: Three types of interaction , 1989 .

[31]  M. David Merrill,et al.  Instructional Design Theory , 1971 .

[32]  J. Keller Motivational Design of Instruction , 1983 .

[33]  Sevgi Özkan,et al.  Multi-dimensional students' evaluation of e-learning systems in the higher education context: An empirical investigation , 2009, Comput. Educ..

[34]  Claude E. Shannon,et al.  The Mathematical Theory of Communication , 1950 .

[35]  Yi-Shun Wang,et al.  Assessing eGovernment systems success: A validation of the DeLone and McLean model of information systems success , 2008, Gov. Inf. Q..