Purpose: This exploratory research intends to comprehend the perspectives of high school teachers toward incorporating technology in instruction. Design/methodology/approach: Drawing upon Davis's technology acceptance model as a theoretical framework, this study examines several aspects, including teachers' access to and ease of using technology, as well as the support provided by educational institutions for the integration of technology in teaching. The quantitative data analysis (reliability tests, descriptive statistics, Mann--Whitney test) was computed via Statistical Package for the Social Science software. Furthermore, the study uses structural equation modeling to validate and substantiate the relationships (path analytical model) between the examined variables. Findings: The key finding points to the fact that female teachers have statistically significant positive beliefs toward technology usage/integration in instruction than their counterparts (i.e. male teachers) (p < 0.01). Even though there exists no significant difference in computer usage/integration of teachers across age, nationality, grade, educational level and years of teaching experience, findings demonstrated the impulse of assisting and acclimating high school teachers to use technology in their education. Conclusively, the study culminates with future scope, considering the derived findings. Originality/value: The study illustrates a validated framework (through path analytical modeling) for teachers' technology integration in instructions. It highlights that the extent to which teachers use technology in the classroom is impacted by factors such as their accessibility to technology, comfort with its usage and the level of institutional support they receive for integration.