Publication bias occurs when studies with positive results are more likely to be published than those with negative or inconclusive results. This can lead to a skewed understanding of a treatment's efficacy. For example, if only studies showing a new drug's effectiveness are published, the scientific community might wrongly conclude that the drug is highly effective, overlooking other studies that found no benefit.