Demographic differences in perceived benefits from gamification.

•Demographic differences in perceived benefits from gamifying exercise are studied.•Effects of gender, age, and time using the service are investigated.•Social, hedonic, and utilitarian benefits of gamifying exercise are measured.•Women report greater social benefits from the use of gamification.•Perceived enjoyment and usefulness of the gamification decline with use.