Researchers ensure the reliability of their coding process by systematically reviewing and refining their codes to maintain consistency. This includes merging redundant codes, refining unclear codes, and ensuring that the coding system is comprehensive. Additionally, researchers may use multiple coders to independently code the data and then compare their findings to enhance reliability. Clear documentation of the coding process also contributes to transparency and reliability.