Technology Acceptance Model (TAM)
1. TAM: A Model for Predicting Technology Adoption and Analyzing Acceptance
flowchart LR
A["Uncertainty in technology adoption"] -- "Predicting actual use" --> B["TAM (Technology Acceptance Model)"]
Core: A model that predicts actual use by analyzing a user’s technology acceptance process centered on “perceived usefulness” and “perceived ease of use.”
Characteristics:
(Key factor analysis) Analyzes the two key variables influencing technology acceptance: perceived usefulness and perceived ease of use.
(Predicting attitude and behavior) Predicts a causal path from external variables → usefulness/ease of use → attitude → behavioral intention → actual use.
2. TAM Acceptance Analysis Model and Strategic Framework
A. Perceived Usefulness
(The belief that using the technology will improve job performance)
flowchart TD
ROOT["Perceived Usefulness"]
T1["Improved job performance"]
T2["Increased efficiency"]
T3["Effective decision-making"]
ROOT --> T1
ROOT --> T2
ROOT --> T3
style ROOT fill:#1E3A5F,color:#fff
- Performance improvement: How much a given system improves the speed or accuracy of task completion.
- Effectiveness: The extent to which the technology contributes to achieving organizational goals.
B. Perceived Ease of Use
(The belief that using the technology requires no effort — a strategic mechanism)
flowchart LR
A["Perceived Ease of Use"] -->|"Influencing factors"| B{"Mechanism"}
B --> T1["Ease of learning"]
B --> T2["Simplicity of use"]
B --> T3["Minimizing physical/mental effort"]
| Component | Detailed Response Mechanism | Role |
|---|---|---|
| Ease of learning | Intuitive UI/UX and optimized manuals | Shortens user adaptation time |
| Simplicity of use | Minimizing input data and automation | Eases the burden of repetitive tasks |
| Minimizing effort | Abstracting/simplifying complex functions | Reduces resistance and encourages continued use |
3. Expected Effects and Applications
| Category | Expected Effect | Application |
|---|---|---|
| Strategy | Improving technology adoption success rate | Pre-assessing user acceptance before introducing a new system |
| Operations | Minimizing user resistance | Establishing a UI/UX improvement roadmap to enhance usability |
| Technology | Optimizing features | Enhancing core features that maximize perceived usefulness for users |