This study examines the effects of modelling-centred project-based learning with rotational roles on students’ scientific creativity and inquiry-oriented thinking in mathematics. While modelling and project-based approaches are widely used in STEM education, their effectiveness remains inconsistent, partly due to the lack of structured mechanisms that guide students’ engagement in complex cognitive processes. To address this gap, the study proposes an integrated instructional approach that combi