Credibility is crucial in epidemiology because it influences the acceptance and implementation of public health recommendations, the funding of research, and the overall trust in scientific institutions. A credible epidemiological study can lead to effective disease prevention and control measures, while a loss of credibility can result in misinformation and public health risks.