학술논문

Perceived Usefulness of Mobile Devices in Assessment: A Comparative Study of Three Technology Acceptance Models Using PLS-SEM
Document Type
Journal Articles
Reports - Research
Author
Alberto Ortiz-López (ORCID 0000-0003-3164-5680); José Carlos Sánchez-Prieto (ORCID 0000-0002-8917-9814); Susana Olmos-Migueláñez (ORCID 0000-0002-0816-4179)
Source
Journal of New Approaches in Educational Research. 2024 13(1).
Subject
Handheld Devices
Evaluation
Preservice Teachers
Graduate Study
Use Studies
Technology Uses in Education
Digital Literacy
Self Efficacy
Technology Integration
Language
English
ISSN
2254-7339
Abstract
The use of digital media in education has already been addressed in numerous technology acceptance models, but there is very little research on establishing a link between acceptance and assessment using mobile devices, a reality in educational institutions. This work aims to extend research by developing the TAM model and studying teachers' perceived usefulness of mobile devices in terms of how they understand assessment: generically, as a summative and a formative assessment, or as the complementarity of these. This study proposes a comparison between three models using the partial least squares structural equation modeling (PLS-SEM) on a sample of 262 master's degree students (pre-service teachers). The results show the validity of the three proposals and confirm the advantages to specifically consider assessment in acceptance models, as well as the importance of addressing its modalities differently after obtaining better results in the two models that do so. The study also confirms the importance of self-efficacy in the use of mobile devices as a predictor of usefulness and intention to use in the three models. The use of a comparative approach and the development of the perceived usefulness construct in assessment represents a new contribution to the field of acceptance studies.