PEDAGOGY REVIEW

An International Journal of Educational Theories, Approaches and Strategies
ISSN (Electronic): 3028-1040 | ISSN (Print): 3028-1059

Open access

Article credentials

Original Research

An Extended Technology Model (ETAM) Framework for Understanding the Adaptation of Smart Teaching in Chinese Higher Education

Pedagogy Review: An International Journal of Educational Theories, Approaches and Strategies

ISSN (Electronic): 3028-1040 | ISSN (Print): 3028-1059

Volume 7 | Issue 1 | 2026 | 157 – 173

Weiyin Xing

Doctor of Education Major in Educational Management, National University, M.F. Jhocson St., Sampaloc, Manila, Philippines

Article History:

Initial submission: 03 January 2026
First decision: 05 January 2026
Revision received: 21 January 2026
Accepted for publication: 08 February 2026
Online release: 16 February 2026

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Abstract

Despite China’s extensive investment in “Smart Education” infrastructure, classroom adoption remains inconsistent. This study applies an Extended Technology Acceptance Model (ETAM) to examine how students and teachers in a public university perceive and adapt smart teaching technologies. A mixed-methods design was employed, involving 539 students and 53 faculty members. Data were collected through structured questionnaires measuring 9 ETAM constructs and semi-structured interviews with 15 participants. Quantitative analysis utilized descriptive statistics, correlations, and regression, while qualitative insights were derived from thematic coding. Findings highlight Perceived Usefulness (PU) as the strongest predictor of adoption. Students reported higher consensus on academic benefits (M = 4.20) compared to teachers (M = 3.91). Both groups expressed neutral views on technological and pedagogical challenges, though qualitative data revealed persistent issues such as unstable internet connectivity and limited IT support. Students emphasized user experience and ease of use, while teachers were more influenced by institutional support and social influence. The results underscore a digital divide between infrastructure availability and effective classroom integration. While smart tools enhance productivity and real-time feedback, gaps in institutional support and training hinder deeper pedagogical transformation. The proposed ETAM framework demonstrates that successful adoption requires aligning technological investment with stakeholder-specific motivations. University leaders should prioritize holistic strategies that integrate infrastructure, training, and institutional policies to ensure sustainable smart teaching practices.

Keywords: Extended Technology Acceptance Model (ETAM), Smart Education, smart teaching adoption, institutional support, user experience, Chinese Higher Education

Cite this article

APA (7th edition)

Xing, W. (2026). An extended technology model (ETAM) framework for understanding the adaptation of smart teaching in Chinese higher education. Pedagogy Review: An International Journal of Educational Theories, Approaches and Strategies, 7(1), 157–173. https://doi.org/10.62718/vmca.pr-ijetas.7.1.SC-0126-005

Author contributions

– (Not applicable).

Funding

This research received no external funding.

Conflict of interest

The authors declare no conflict of interest.

Institutional ethics review statement

No ethics approval was obtained for this study

Data availability statement

All data supporting the findings of this study are included within the manuscript and its supplementary materials.

Declaration of generative AI use/assistance

AI-assisted language editing was performed using ChatGPT; authors reviewed and approved all content.

Acknowledgement

– (Not applicable).

Publisher’s disclaimer

The views expressed in this article are those of the authors and do not necessarily reflect the views of the publisher. The publisher disclaims any responsibility for errors or omissions.

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