How to know what is backed up in local backup? (esp. Health Data)
Yes, when you choose to encrypt the local backup, the Health and Activity data will be backed up.
Had you chosen not to encrypt your local backup, the Health and Activity data would not have been included in the backup.
Always remember when dealing with backups: You haven't really backed anything up before you have tried restoring it.