Chinese Character Support

I just installed the multi-db plugin with a 4096 configuration. Now, chinese characters are displayed as question marks. I believe this is due to collation being set to utf8_general_ci rather than utf8_unicode_ci.

Is there an easy way to make this change globally across all the databases?