Highlights • Compared to traditional activities, programming did not benefit mathematics learning. • A negative though small effect of programming on mathemat

Highlights • Compared to traditional activities, programming did not benefit mathematics learning. • A negative though small effect of programming on mathematics learning was found. • High-road transfer from programming to mathematics is not self-evident. • Visual programming languages might distract students from mathematics activities.