Conflicts of interest are identified through various mechanisms, including disclosure forms, peer review processes, and institutional policies. Researchers and professionals are required to disclose any financial or personal relationships that could influence their work. Journals and regulatory bodies also play a role by implementing stringent review processes to detect potential biases.