The to in your sentence is joined with the verb. It is an infinitive marker. The phrase "to be role models for our youth" is an infinitive phrase.
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Anonymoushave responsibility toYou will probably almost always find this version in headlines, but with an article (have a responsibility to; have the responsibility to) it is quite frequent in any kind of text.