While it is challenging to completely eliminate self-selection bias, several strategies can be employed to minimize its impact. Random sampling methods, ensuring high response rates, and using incentives for participation are common techniques. Additionally, researchers can apply statistical adjustments and weighting methods to account for differences between participants and non-participants.