Friday, October 1, 2010

20101002 - Akour, ..Mobile Learning acceptance...

Determinants of mobile learning acceptance: An empirical investigation in higher education

by Akour, Hassan, Ph.D., Oklahoma State University, 2010 , 379 pages; AAT 3408682


My Interest:

1) Mobile Learning Acceptance Model (MLAM)

2) TAM – Technology Acceptance Model.

3) Relationship of factors – how to analyze.

4) Validity and Reliability.


Action:

To read this Dissertation in future.



Research Goal


The purpose of this study was to investigate the determinants of mobile learning acceptance in higher education. Mobile learning is a rapidly growing method of learning that utilizes mobile devices to deliver content. Acceptance of mobile learning theory was derived from technology acceptance theories.


Conceptual Framework/Model


The study developed a new model Mobile Learning Acceptance Model (MLAM) that extended the Technology Acceptance Model (TAM). The model explains the important factors that influence acceptance of mobile learning among university students.


Methodology


The population of the survey was limited to freshman students; this population was chosen because the literature indicated a presence of large technology literacy gap (techno-literacy gap) between universities and the new generation of students. Response rate was high at approximately 95%. The survey was administered to different freshman leadership classes as well as a freshman orientation camp.


The survey instrument was developed based on the literature and past research. The constructs developed and investigated are:

* student readiness (self efficacy and commitment),

* ease of access (convenience),

* quality of service (content quality, reliability and response, personalization, and privacy and security),

* extrinsic influence (superior influence and peer influence),

* university commitment (university support), and

* the TAM constructs of usefulness, ease of use, attitude, and behavioral intention.


Findings and Conclusions


The research study concluded that all hypothesized relations in the MLAM model were supported and influence student's acceptance of mobile learning indirectly through usefulness and ease of use.


Ease of access was excluded for its mediation effects on ease of use. Quality of service influenced ease of use directly and usefulness indirectly. Usefulness was the stronger predictor of acceptance through its direct and indirect influence on behavioral intention to use (primary predictor of acceptance and use).


Extrinsic influence and student readiness were found to be the most influential factors in the model.


Tests conducted along the group levels revealed that prior experience has significant affect on acceptance of mobile learning by students. Students who used their device for learning in the past had stronger perceptions of usefulness of mobile learning additionally their behavioral intention to use was stronger.



II. REVIEW OF LITERATURE

2.1 Introduction

2.2 Information Technology's Impact on Society and Higher Education

2.3 Evolution of Learning Paradigms

2.3.1 Traditional to Distance Learning

2.3.2 Electronic Learning: E-Learning

2.3.3 Mobile Learning: M-Learning

2.3.4 Mobile Learning Definition

2.3.5 M-Learning vs. E-Learning

2.3.6 Summary

2.4 M-Learning Research – Challenges and Findings

2.4.1 Research Activities and Key Outcomes

2.4.2 Key Benefits and Challenges

2.4.3 Pedagogical Advantages

2.4.4 Summary

2.5 Stakeholders

2.5.1 The Mobile Generation

2.5.2 University and Faculty – The Techno-Literacy Gap

2.6 Mobile Technology and Human Factors

2.6.1 Mobile Devices – Features and Human-Device Interface

2.6.2 Mobile Infrastructure

2.6.3 Summary and Future Trends


III. RESEARCH MODEL AND HYPOTHESES

3.1 Research Model Development

3.2 Usability, User-Centered Design and IS Acceptance Theory

3.3 Technology Acceptance Theories

3.3.1 Innovation Diffusion Theory (IDT)

3.3.2 Theory of Reasoned Action (TRA)......

3.3.3 Theory of Planned Behavior (TPB)

3.3.4 Technology Acceptance Model – TAM

3.3.5 Other Technology Acceptance Theories

3.4 Extended TAM Research

3.5 Mobile Technology Acceptance Research

3.6 Research Model and Dimensions

3.6.1 Research Constructs and Dimensions

3.6.2 Research Model

3.7 Hypotheses

3.8 Operationalization of the Research Variables

3.9 Summary


IV. METHODLOGY

4.1 Introduction

4.2 Research Design

4.3 Subjects

4.4 Sampling Method

4.4.1 Sampling Bias

4.4.3 Sample Size

4.5 Research Instrument

4.5.1 Instrument Development

4.5.2 Scale Development

4.5.3 Initial Instrument and Pretest

4.6 Pilot Test

4.7 Instrument Reliability

4.8 Instrument Validity

4.8.1 Face Validity

4.8.2 Content Validity

4.8.3 Validity Threat Factors

4.9 Final Instrument

4.10 Survey Administration

4.11 Response Rate

USABILITY Dissertation Abstracts for the last 2 years

Searched ProQuest dissertations for "Usability" for the last 2 years. 46 were found.



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5. Design and implementation of a system for evaluating the mobile Web usability

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7. Distributed Wizard of Oz usability testing for agile teams

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13. Understanding usability and user experience of a technology enhanced role-playing system

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14. Usability of the Primary Measures of Music Audiation (PMMA) with 5-year-old Korean children

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15. Web site usability: A case study of student perceptions of educational web sites

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18. A full life-cycle methodology for structured use-centered quantitative usability requirements specification and usability evaluation of websites

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19. Evaluating the efficiency, usability, and safety of computerized order sets in Sunnybrook Health Sciences Centre's Computerized Provider Order Entry system

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20. Evaluating the usability of information systems in the International Space Station integration processes

by Nagy, Nelda S., Ph.D., Northcentral University, 2009, 166 pages; AAT 3374602


21. Improving the user experience of the Lawrence Transit System: A focus on map usability and route planning

by Berkman, Eric, M.A., University of Kansas, 2009, 215 pages; AAT 1467774

15 references


22. Investigation of wheelchair ingress/egress activities in large accessible transit vehicles and evaluation of ADA ramp guidelines for improved ramp safety and usability

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23. Mapping usability: A critical research analysis of trends in software usability research, theory, and practice

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24. Retrospective investigation of telehealth monitor usage: Usability of the Health Buddy

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25. Reverse engineering of content as a task for finding usability problems: An evaluative case study using the Wikibreathe tool for online creation of asthma action plans

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26. Usability testing: A model for improved online course development?

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27. Verifying an integrated model of usability in games

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34. Beyond usability: A rubric to evaluate the emotional impact of e-commerce homepages

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36. Development and usability heuristic evaluation of an application in PDA for supporting physicians tasks at the point of care

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41. Investigating the correlation of usability measures and user tests: A roadmap for a predictive model

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MOBILE LEARNING Dissertation Abstracts for last 2 years

Searched ProQuest for dissertations titled "Mobile Learning" for the last 2 years. 11 were found. Downloaded all the 11 abstracts.


1. Determinants of mobile learning acceptance: An empirical investigation in higher education

by Akour, Hassan, Ph.D., Oklahoma State University, 2010, 379 pages; AAT 3408682

341 references


2. Idiomobile for learners of English: A study of learners' usage of a mobile learning application for learning idioms and collocations

by Amer, Mahmoud Atiah, Ph.D., Indiana University of Pennsylvania, 2010, 188 pages; AAT 3413155


3. Mobile learning: An analysis of student preferences and perceptions surrounding podcasting

by McCombs, Shawn William, Ed.D., University of Houston, 2010, 104 pages; AAT 3411306

41 references


4. Assessing Mobile Learning effectiveness and acceptance

by Williams, Paul W., Ph.D., The George Washington University, 2009, 309 pages; AAT 3337432


5. Physical ergonomic and mental workload factors of mobile learning affecting performance of adult distance learners: Student perspective

by Jones, Rochelle, Ph.D., University of Central Florida, 2009, 128 pages; AAT 3357875

79 references


6. Trends in mobile learning: A study of the adoption of podcasting as a learning tool at a community college

by Hoskyns-Long, Gail E., Ph.D., Capella University, 2009, 136 pages; AAT 3359056

101 references


7. Context-aware mobile learning on the Semantic Web

by Zhang, Xiaoyun, M.Sc., Lakehead University (Canada), 2008, 111 pages; AAT MR43414

45 references


8. Design and implementation of a device-independent platform for mobile learning

by Niazi, Razieh, M.Sc., University of Guelph (Canada), 2008, 67 pages; AAT MR36552

37 references


9. Mobile communities importance of mobile learning in Indian education system

by Gupta, Neha, M.S.E.C.E., Purdue University, 2008, 112 pages; AAT 1469668

181 references


10. Student perceptions related to mobile learning in higher education

by Croop, Fred J., Ed.D., Northcentral University, 2008, 198 pages; AAT 3341141

116 references


11. Using mobile learning to teach reading to ninth-grade students

by Brown, Lucianne, Ph.D., Capella University, 2008, 135 pages; AAT 3330949

136 references



Searched ProQuest dissertations for "Usability" for the last 2 years. 46 were found.