Planning under load: How element interactivity shapes cognitive demands in preservice teachers’ lesson planning

• Cognitive load rises with increased element interactivity in lesson planning tasks. • Intrinsic load increases, extraneous load remains stable across complexity levels. • Planning experience does not reduce intrinsic cognitive load in student teachers. • Findings support Cognitive Load Theory in the context of teacher lesson planning. • Results inform instructional design for early teacher education.