IntroductionMathematics self-efficacy and mathematics self-concept are well-established predictors of student engagement and performance. However, their relative contributions, alongside mathematics anxiety, are rarely examined within a single model. This study investigates how generalized mathematics self-efficacy, mathematics self-concept, and mathematics anxiety are associated with multiple dimensions of student engagement in the context of collaborative work on mathematical problems.MethodsS