Student Satisfaction and Infrastructure Readiness in E-Learning Environments: An Empirical Investigation

This empirical study examines 240 students' experiences with e-learning systems, focusing on infrastructure adequacy, content accessibility, and support service quality. Using quantitative survey methodology with five-point Likert scales, the research reveals that while 87.5% of students actively engage with online platforms, satisfaction metrics average only 49.3% across critical dimensions. Statistical analysis identifies technical reliability (45.7% satisfaction) and support availability (47.2%) as primary pain points. The study uncovers a 12.9% satisfaction gap between interface design and backend stability, suggesting that aesthetic improvements mask fundamental infrastructure deficiencies. Socioeconomic analysis reveals concerning disparities, with lower-income students reporting 16.8% lower infrastructure adequacy than upper-class counterparts. These findings underscore the need for evidence-based quality improvements in digital learning environments.