Investigating the effects of individual attitudes and social norms on students’ intention to use motorcycles – An integrated choice and latent variable model

•Exploring the influencing factors of motorcycle use intention among students.•Focusing on junior high school students who are currently not allowed to drive a motorcycle.•Incorporating the individual attitudes and social norms.•Using an ordered hybrid choice model.•Proposing recommendations to discourage the intention of motorcycle use.