From one colleague to another...

Want someone to improve?  Give them feedback.

Want to improve ownership and accountability? Have a team member give them feedback.

Start with simple, positive feedback.  Give each person on your team 5 cards (post-it notes will do) that sayGood Job! and ask them to look for opportunities to hand them to a deserving coworker.  

Encourage them to look inside AND outside their own department.