This study investigated the effect of different scientific inquiry activities on visitors’ understanding of the science underlying an interactive exhibit. The exhibit, “colored shadows,” creates a pattern of colored shadows on a white wall, due to a person’s body blocking the light from colored lamps. The subjects were 392 museum visitors, aged 7 to adult. They were individually guided through a structured interview, during which they did one of seven inquiry activities, randomly assigned. The activities were: generate an explanation; interpret an explanation; troubleshoot an explanation