Technology Readiness, Social Influence, and Anxiety as Predictors of University Educators’ Perceptions of Generative AI Usefulness and Effectiveness

Background: Generative Artificial Intelligence (genAI) tools, such as ChatGPT, hold promise for higher education but also raise valid concerns. Critical questions arise regarding university educators’ attitudes toward the growing use of genAI in education. This multinational study aimed to examine the determinants of genAI Perceived Usefulness and Effectiveness among educators in Arab universities Methods: The study applied the validated Technology Acceptance Model (TAM)-based theoretical framework using the Ed-TAME-ChatGPT survey instrument. Data were collected using a self-administered structured online questionnaire distributed in November–December 2024 via SurveyMonkey platform. Results: The final sample comprised 685 academics across the Gulf Cooperation Council countries, Levant/Iraq, Egypt/Sudan, and the Maghreb countries. In multivariate analyses, Social Influence (β = 0.445 and 0.531, p <

Authors

Publication Details

Journal
Journal of Education and Development
Published
2025-07-01
DOI
https://doi.org/10.20849/jed.v9i3.1511
Citations
4
Primary Topic
Technology Assessment and Management
Type
article
Field-Weighted Citation Impact
5.21
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Technology Readiness, Social Influence, and Anxiety as Predictors of University Educators’ Perceptions of Generative AI Usefulness and Effectiveness

Mohammed Sallam, Osama Mohamed Ibrahim, Maad M. Mıjwıl, Ahmad Samed Al‐Adwan et al.
4 citations
Journal of Education and Development
Technology Assessment and Management
5.21
article

Technology Readiness, Social Influence, and Anxiety as Predictors of University Educators’ Perceptions of Generative AI Usefulness and Effectiveness

Mohammed Sallam, Osama Mohamed Ibrahim, Maad M. Mıjwıl, Ahmad Samed Al‐Adwan, Doaa H. Abdelaziz, Malik Sallam, Asmaa Al-Qaisi
article en
4 citations

Abstract

Background: Generative Artificial Intelligence (genAI) tools, such as ChatGPT, hold promise for higher education but also raise valid concerns. Critical questions arise regarding university educators’ attitudes toward the growing use of genAI in education. This multinational study aimed to examine the determinants of genAI Perceived Usefulness and Effectiveness among educators in Arab universities Methods: The study applied the validated Technology Acceptance Model (TAM)-based theoretical framework using the Ed-TAME-ChatGPT survey instrument. Data were collected using a self-administered structured online questionnaire distributed in November–December 2024 via SurveyMonkey platform. Results: The final sample comprised 685 academics across the Gulf Cooperation Council countries, Levant/Iraq, Egypt/Sudan, and the Maghreb countries. In multivariate analyses, Social Influence (β = 0.445 and 0.531, p <

Journal of Education and Development
Openalex Percentile: Top 5%
Technology Assessment and Management
5.21
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.