Attempt the question, check the explanation, and continue with similar questions to build confidence before exams.
Ignoring the mistake
Criticizing them publicly
Offering support and constructive feedback
Making them feel guilty
Continue with nearby questions to strengthen the same chapter concept while you still have the context fresh in mind.