One reason adolescents' nutritional habits may be poor is body image anxiety.
Adolescents start to think about their body images and this will have a big impact on their feeding habits. The anxiety could cause them to evade the food that they think will make them unattractive. Hormone surge wouldn't have a role in taste bud.
