Model to personalize mobiles applications according to the gamification user types for health behavioral change

This study validated the preference matrix, highlighting four mechanisms, self-monitoring, progression, challenge, and quest, as broadly appealing across user profiles for mHealth design. Three novel profile-mechanism associations were identified, refining the model and underscoring the need for replication with a more diverse sample.