The digital transformation of higher education, driven by technological advancements and evolving societal needs, presents both significant opportunities and critical challenges. This study integrates the technology acceptance model (TAM), diffusion of innovations (DOI), comprehensive literature review, in-depth case studies and empirical survey data to explore these dynamics. The findings reveal the potential of digital technologies--such as online platforms, adaptive learning tools and immersive technologies--to expand access, personalise learning and foster collaboration. However, the research also identifies major barriers, including the digital divide, faculty resistance and data privacy concerns. By combining qualitative thematic analysis and quantitative statistical analysis, this study underscores the importance of strategic planning, inclusive policies and ongoing professional development in maximising the benefits of digital education. The paper contributes to the field by offering actionable insights, theoretical implications and practical recommendations for institutions to implement adaptive pedagogical strategies, ensure equitable access to technology and build robust, secure digital learning environments.