This study aimed to explore the relationships between study variables that directly and indirectly affect students' beliefs and academic adaptation. A measurement tool model was used to assess participants' 'academic adjustment' (academic motivation, academic lifestyle, academic achievement), basic psychological needs factors (autonomy, competence, relatedness), beliefs about assessment factors (benefit for learning, fairness), classroom participation, and students' FLP anxiety. Explanatory factor analysis (EFA) and confirmatory factor analysis (CFA) were employed to validate the questionnaires. The study sample consisted of 319 university students aged 17-35 years. The findings revealed significant associations among students' classroom participation, autonomy, foreign language anxiety, and relatedness. A significant indirect association with classroom participation through autonomy was also observed. Additionally, classroom participation showed significant correlations with foreign language anxiety, academic motivation, academic achievement, and perceived fairness. Academic achievement was significantly associated with academic lifestyle. Furthermore, classroom involvement was strongly associated with relatedness via foreign language classroom anxiety, and academic motivation was linked to academic lifestyle via academic performance. Academic achievement was linked to fairness via an academic lifestyle. According to the findings, the full mediation model considers all variables directly and indirectly, providing a validated model to guide higher education leaders and staff in developing programs that foster positive associations among the variables. Based on the main findings, limitations and recommendations were provided.
Keywords: Academic adaptation; Anxiety; Assessment; International university; Psychological needs.
© 2024 The Authors. Published by Elsevier Ltd.