The significance of using peer review in scientific research is that it enhances credibility and quality. Peer review involves evaluation by experts in the field before publication, ensuring that the research meets rigorous standards for accuracy and methodology. This process helps to identify errors, biases, or gaps in the research, ultimately fostering a more reliable scientific literature and contributing to the advancement of knowledge.