In the context of Epidemiology, the recommendations provided by the ICMJE play a crucial role in maintaining the quality and transparency of research. Epidemiological studies often have significant public health implications, making it essential that their methodologies, data, and conclusions are reliable. The ICMJE guidelines help ensure that epidemiological research adheres to ethical standards, minimizes biases, and is reported transparently.