Is there a way to change the timezone options in the drop down list to read "Eastern Timezone" instead of Americas/New_York...and so on for the additional 4 US Timezones?
Is this after you have configured the timezones you want to be available in the edit screen?
Please try replacing the file administrator/components/com_jevents/fields/jevtimezone.php with this version