Personalized learning has the potential to transfer the focus of higher education from teacher-centered to learner-centered environments. The purpose of this integrative literature review was to provide an overview of personalized learning theory, learning technology that supports the personalization of higher education, current practices, as well as case studies of implementing technology models to support personalized learning. The review results revealed the following: three technological models that support personalized learning within blended learning environments in higher education, an increase in personalized learning implementation in higher education with the support of the referenced technology models and platforms, and a lack of data-driven and independent research studies that investigate the effectiveness and impact of the personalized learning and technology models on student learning. The article informs educators and higher education administrators of the emerging models, platforms, and related opportunities to implement personalized learning in higher education settings. The review discusses the barriers, challenges, and theoretical and practical implications of implementing a personalized learning approach in higher education. Finally, recommendations for future research are discussed.