Rigorous Peer Review: Ensuring that research findings undergo thorough peer review can help catch errors and instances of misconduct before publication. Data Transparency: Encouraging the sharing of raw data and methodologies can allow other scientists to verify results and identify any discrepancies. Education and Training: Providing training on ethical research practices to scientists at all levels can help prevent misconduct. Whistleblower Protections: Establishing clear protocols and protections for whistleblowers can encourage individuals to report unethical behavior without fear of retaliation.