This study applies Structural Equation Model for ICT usage in Higher Education (Usluel, Askar & Bass 2008) attempts to identify the level of ICT usage among academicians in UiTM and UNISEL, two higher institutions representing the public and private sector respectively. Subsequently, the relationship between the perceived attributes and the level of ICT usage among academicians is presented. This paper compares the difference and the most influential attributes of the aforementioned between the public and private learning institution. This paper concludes that there is a significant relationship between perceived attributes and the level of ICT usage among UITM and UNISEL academicians. However, UiTM registers compatibility whilst UNISEL records observability as their most influential perceived attribute that leads to the level of ICT usage. The findings of this research were made through questionnaire distributed to academicians from both institutions and the analysis was carried out to verify the hypotheses. Keywords: Level of Usage, Information Communication and Technology (ICT), Perceived Attributes, Academician © 2017 The Authors. Published for AMER ABRA by e-International Publishing House, Ltd., UK. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). Peer–review under responsibility of AMER (Association of Malaysian Environment-Behaviour Researchers), ABRA (Association of Behavioural Researchers on Asians) and cE-Bs (Centre for Environment-Behaviour Studies), Faculty of Architecture, Planning & Surveying, Universiti Teknologi MARA, Malaysia.