Exploring the effects of e-learning readiness and psychological distress on graduate students’ e−learning satisfaction during the COVID-19 pandemic: A descriptive study from Lebanon

The COVID-19 pandemic triggered a substantial surge in e-learning adoption, impacting students' lives and well-being. This study investigates factors influencing student satisfaction with e-learning in Lebanon during the pandemic, with a focus on disparities between public and private education sectors. Utilizing an online survey and convenience sampling techniques, we gathered data from 307 graduate students representing both sectors. Employing regression-based methods, our study identifies instructor readiness as the most influential factor affecting e-learning satisfaction (β = 0.483, p < 0.001). Moreover, it reveals that heightened psychological distress diminishes student satisfaction (β = −0.189, p = 0.013). Additionally, students exhibit varying learning preferences, with a clear preference for hybrid (66 %) and face-to-face (27 %) learning over online alternatives (7 %). Our study concludes by emphasizing the imperative of enhancing public education sector e-learning infrastructure and providing adapted psychological services to address the impact of the COVID-19 pandemic and future crises effectively.