Interpreting the Kaplan-Meier curve involves looking at the survival probability over time. A steeper decline indicates a higher event rate (e.g., more deaths), whereas a flatter curve suggests better survival rates. Researchers often compare curves from different treatment groups to determine which treatment is more effective. The log-rank test is commonly used to assess the statistical significance of differences between groups.