A study turns to the Technology Acceptance Model to find out whether learners actually want to use the method.
A learning tool can be effective on paper and still sit unused. Whether students adopt it depends on something harder to measure: what they think of it after using it.
Extension concept mapping connects an existing concept map to a new knowledge structure. Learners review what they already mapped, find missing relationships and add new components. The Kit Build version asks students to recompose a map from components provided by a teacher.
Earlier work had already suggested that the Extended Kit Build design supports student achievement. What had not been evaluated was how students felt about it. The team used the Technology Acceptance Model as their lens.
That model breaks acceptance into three constructs.
The results were positive across the board. Learners perceived the Extended Kit Build approach as easy to use and as a useful learning tool, and they reported a high intention to use it in the future.
For anyone building learning software, the framing is the useful part. Achievement scores tell you whether a method works. Perception tells you whether it will survive contact with real classrooms, where a tool that feels awkward gets abandoned quietly.
Prasetya et al. (2021). The Effect of Extended Kit-Build Concept Mapping on Students' Perceptions. 2021 7th International Conference on Education and Technology.
