Island of the Blue Dolphins is a novel set on a real island, depicting a girl who survives alone in isolation. Its powerful treatment of nature, self-reliance, and psychological growth earned wide acclaim.

Olsen's work is marked by lively linework and gentle humor, bringing children's perspectives to life through close observation of everyday scenes. He contributed greatly to the variety of picture-book expression.