The reason for that is the shuffle feature! Weird I know. Just turn it off and it will work fine.
Oh? You do want your podcasts to shuffle? Then you must
- Select the Podcasts in your iTunes library and go to Get Info/Options tab.
- Turn off the Skip When Shuffling option, it must say No.