How is taking a stand related to integrity?

Someone with a high integrity is likely to take a stand for a topic they feel strongly about. Integrity is often associated with strong moral principles.
taking a stand refers to adopting a firm position about an issue. Integrity refers to having strong moral principles that you refuse to change. The connecting Words here are 'firm position' and 'refuse to change'