What do you do when gossip and social exclusion are part of a workplace culture?

If there are a view coworkers doing this, then it can be ignored, but what if it is the whole workplace culture? Simply ignoring when everyone is engaging in this behaviour becomes nearly impossible and your performance is impacted.

Note: Refrain from saying anti-social stuff like "I'm there just for my paycheck". It's unrealistic and lazy commenting.