This study aims at investigating student perception of Nigerian institutions of higher learning using the new digital culture induced by the COVID-19 pandemic, namely, online learning (i.e. e-learning), that has become commonplace globally and specifically in Nigeria. The study used quantitative survey methods and a sample size of 1134 Nigerian students of the three types of higher institutions in Nigeria: universities, polytechnics, and colleges of higher education based on student state residential location. The respondents completed a questionnaire via Google Forms in June and July 2020. The study found that students are not satisfied with virtual learning embarked upon by many higher institutions throughout the country during the COVID-19 lockdown and would not want the online learning to continue after the pandemic due to poor internet infrastructure and lack of electricity. The study concluded that students of higher education in Nigeria have a low acceptance of online learning technology, preferring instead the traditional classroom setting, and thus putting them in the "Laggards adopter categorization" of the diffusion innovation theory, i.e., the group that is highly conservative and extremely slow to accept new technological innovations. The study recommends that universities should engage students more interactively not only through texts but also video (e.g. camera demonstrations), increase their online learning during the pandemic so as not to lag academically, and spend more time on online learning to get the best possible level of instruction until traditional learning resumes. Also, it is recommended that administrators of Nigerian higher institutions should return to a traditional learning format as soon as the pandemic is over as well as an overhaul and restructuring of the internet and power grid nationwide.