The purpose of this study was to explore the acceptance of mobile learning by students in a higher education setting. The unified theory of acceptance and use of technology (UTAUT) was extended to include hedonic motivation, operationalized as enjoyment, as well as social influence in a field study involving the adoption of iPad mobile devices. Survey data were collected from 171 college students and analyzed using partial least squares structural equation modeling (PLS-SEM). The results indicated that enjoyment and performance expectations were important factors influencing the acceptance of mobile learning in this context. For those engaged in the mobile learning pilot project upon which this study was based, the use of the UTAUT and the results provided a theory-based empirical approach to support an assessment that the pilot project goals were achieved. Overall, students perceived iPads to be useful and enjoyable tools for accomplishing educational tasks and improving learning outcomes.

The rapid shift from classroom course delivery to online education modalities during the COVID-19 pandemic has had significant impacts on academia. Student loss of face-to-face interaction, the lost social benefits of the educational milieu, and restricted instructor ability to control both the learning environment and assessment process have been significant. The purpose of this paper is to discover if due to the unplanned shift to online course delivery, educators and researchers experienced impacts to academic integrity during the peak of the online shift. A systemic review utilizing the PRISMA methodology of peer reviewed literature published during the period of March 2020 till September 2021 demonstrated that violation types continued to fall within the existing academic integrity constructs of inappropriate information sharing, cheating on exams and assignments, incidents of plagiarism, and falsifying or fabricating information. The results showed that pre-COVID concerns with academic integrity were amplified with previous concerns moving to the forefront. In addition, the rapid shift opened doors for greater opportunity for violations and increased instructor concern especially within the hard sciences and courses with lab-based components. Reinforcing the importance of providing formal academic integrity student and faculty training can be a beneficial intervention to ensure students understand the ethical implications of student behavior and performance during the assessment process. Given the emerging trend pre-COVID that skyrocketed during the pandemic, ensuring academic integrity should remain a key priority for learning institutions.

There is an increasing need for professionals who can effectively use analytics to solve complex problems and make critical business decisions. Building upon the STEM and technology and acceptance use literature, this study explored the relationship between intention to use analytics, information technology and math STEM attitudes, and attitudes toward relevant software tools among university students (n = 177). The study found a significant relationship between information technology STEM attitude and spreadsheet software intention with intention to use analytics, as hypothesized. While the study did not find support for the hypothesized relationships for math STEM attitude in the pooled data, multi-group analysis found that the relationship between math STEM attitude and spreadsheet software attitude was moderated by gender. By increasing the understanding of factors that influence interest in analytics, this study can inform educators who are developing curriculum and interventions to support learner success in this growing field of practice and scholarship.