The hazard ratio is a measure of how often a particular event happens in one group compared to another over time. A hazard ratio greater than 1 indicates an increased risk of the event occurring in the treatment group compared to the control group, while a hazard ratio less than 1 indicates a decreased risk. Hazard ratios are crucial for comparing the effectiveness of different treatments or interventions.