Scientific journals and academic institutions have a significant role in curbing data fabrication. They can enforce strict guidelines for data transparency, conduct thorough data audits, and impose penalties for unethical behavior. Journals can also require the submission of raw data and supplementary materials to verify the authenticity of research findings.