ABSTRACT
Ⅰ. Introduction
Ⅱ. Theoretical Background
2.1. Task-technology Fit Theory
2.2. Adoption of smartphone in Education
2.3. Smartphone Technology
Ⅲ. Research Model and Hypotheses
3.1. Identification of Smartphone Components and Procedure
3.2. Modeling TTF of Smartphones Usage to Interact with Learning Materials in Independent Learning Outside of Classrooms and Hypotheses
Ⅳ. Research Methodology
4.1. Instrument Development
4.2. Procedures and Research Sampling
4.3. Measurement Methodology
Ⅴ. Research Results
5.1. Questionnaire Test and Procedures
5.2. Main Survey Sampling Source and Data Analysis
5.3. Factor Analysis
5.4. First-order and Second-order Model Test
5.5. The Measurement Model
5.6. The Structural Path Model Analysis
Ⅵ. Discussion
Ⅶ. Conclusion and Contribution
Ⅷ. Practical Implications
Ⅸ. Limitation and Future Direction