BACKGROUND: Technology has recently become a major component of the educational field and learning process for it provides students with opportunities to learn more effectively and to operate efficiently in this age of technological advances. As academics, the use of technology in universities is transforming our work, and more specifically the way we support students in the classroom. As higher education institutions bring more technology into their classrooms, academics will in turn strive to put more technology in their students’ hands. That is, if they are prepared to do so. More importantly, ICT (Information and Communication Technology) in this ongoing COVID-19 pandemic becomes a central and integral focus globally regardless one is associated with college or university. OBJECTIVE: This paper therefore attempts to examine the internal factors that should be taken into consideration when using technology for teaching and learning purposes in higher education in Saudi Arabia. METHODS: The study develops a number of hypotheses and a theoretical framework based on a questionnaire conducted among the faculty staff in Hail university to test the study hypotheses. RESULTS: All the study six hypotheses have been supported. The relationship among these hypotheses are clear and significant. Data analysis of this study have shown that perceived usefulness, perceived ease of use, computer self-efficacy, attitudes and computer anxiety have direct and substantial effect on the university teaching staff’s intention to use technology. CONCLUSIONS: The findings of this study will for sure assist in overcoming the problems and difficulties facing the use of ICT in higher education in Saudi Arabia, particularly those challenges which have arisen amid the outbreak of the COVID-19 pandemic.