Evaluating ProDirect manipulation in hour of code

We examine whether augmenting traditional coding environments with ProDirect manipulation improves several learning measures. ProDirect manipulation is a novel user interaction model that provides a bidirectional link between code and outputs. Instead of reasoning abstractly about the output a program might produce, users instead directly manipulate outputs (e.g., using a keyboard and mouse). Program text is then updated to reflect the change.