Novatio : Journal of Management Technology and Innovation
Vol. 4 No. 1 (2026): January 2026

Determinants of ChatGPT Adoption among Accounting Lecturers in Indonesian Private Universities Using the Extended Technology Acceptance Model

Dr.Sheik Mohamed S.H (S.A.College of Arts and Science)
Benjamin Tatira (Walter Sisulu University)
Nur Irmayanti (Universitas Wijaya Putra Surabaya)
Virjayanti Lazinu (Universitas Pendidikan Muhammadiyah Sorong)
M Indra Maulana (Universitas Pendidikan Muhammadiyah Sorong)
Dinda Rahmahani Aisyah (Universitas Pendidikan Muhammadiyah Sorong)
Tasdiq Nur (Universitas Pendidikan Muhammadiyah Sorong)
Putri Ayu Lestari (Universitas Sahid)



Article Info

Publish Date
30 Jan 2026

Abstract

The growing adoption of ChatGPT in higher education raises questions about the factors influencing lecturers’ behavioral intention to use generative artificial intelligence. This study examined ChatGPT adoption among accounting lecturers by extending the Technology Acceptance Model (TAM) with perceived trust, perceived risk, and AI self-efficacy. A quantitative cross-sectional survey involving 150 accounting lecturers from private higher education institutions in Palangka Raya, Indonesia, was conducted between June and October 2025. Data were collected using a 27-item Likert-scale questionnaire and analyzed through Pearson correlation and multiple linear regression using IBM SPSS Statistics 26. Results indicated that perceived usefulness (β = 0.389, p < .001), AI self-efficacy (β = 0.204, p = .002), perceived ease of use (β = 0.178, p = .007), and perceived trust (β = 0.148, p = .022) positively predicted behavioral intention, while perceived risk showed a significant negative association (β = −0.174, p = .004). The model explained 56.4% of the variance (adjusted R² = 0.549). These findings extend TAM-based understanding of ChatGPT adoption and highlight the importance of perceived benefits, digital confidence, trust, and risk awareness in developing responsible AI integration strategies for accounting education.

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Journal Info

Abbrev

novatio

Publisher

Subject

Decision Sciences, Operations Research & Management

Description

Novatio : Journal of Management Technology and Innovation with ISSN Number 3030-8674 (Online) published by Indonesian Scientific Publication, The journal is dedicated to publishing original research papers, conceptual articles, and high-quality case studies focused on technology management and ...