To minimize opt-out rates, researchers can employ strategies such as transparent communication, community engagement, and educational campaigns. Ensuring that participants understand the importance of the research and how their data will be used can reduce the likelihood of opting out. Additionally, simplifying the opt-out process can also help in retaining participants.