Ensuring data integrity: Reliable data is the backbone of any scientific endeavor. Credit checks help in identifying any potential data fabrication or manipulation. Maintaining scientific standards: By verifying the credentials of researchers, credit checks ensure that only qualified and reputable individuals contribute to the field. Securing funding: Funding agencies require assurance that their investments are used ethically and effectively. Credit checks provide this assurance by evaluating the financial health and past performance of research entities.