Contaminated samples can produce false-positive or false-negative results. This can lead to incorrect conclusions about the prevalence or incidence of a disease, the effectiveness of a treatment, or the identification of risk factors. For instance, in infectious disease studies, contamination can falsely indicate the presence of pathogens, leading to unnecessary alarm or inappropriate interventions.