Preventing data entry errors starts with implementing proper data validation techniques during the collection phase. Using tools that automatically correct common typos and validate email format can be extremely helpful. Regularly cleaning and updating your email lists can also mitigate the risk of errors. Employing double opt-in methods ensures that users confirm their email addresses, reducing the likelihood of incorrect entries.