Data Questionnaire

This study aims to thoroughly investigate the specific motivational and behavioural determinates influencing the long-term adoption and effective utilization of language e-learning platforms. Empirical data were collected through a comprehensive survey administered to 400 language learners. Demographic analysis indicated that most respondents were male (59.7%), aged between 22 to 25 years, and primarily students(98.8%). with collected responses were analyzed using the SmartPLS 4.0 statical software. The key findings indicate several critical factors, including gamification ,perceived ease of use application, self-efficacy in language learning, quality perceived user interface. This strongly influence the user intention to continue utilizing these e-learning applications. while content quality and social influence significantly affecting user motivation their direct impact on the intention of use the applications was not statistically significant. These compelling results highlights e-learning adoption that truly enhancing a multi-dimensional design strategy, one of that proactively prioritize the integration of robust motivational features and delivers an intuitive user-friendly experience to foster deeper, more consistent engagement and sustained participation in e-learning application