To prevent misleading analysis, researchers should adhere to best practices in study design and data analysis. This includes pre-registering study protocols to avoid data dredging, employing rigorous statistical methods, and ensuring transparency in reporting results. Peer review and replication studies are also vital in identifying and correcting errors in research.
