Network models are crucial because they provide insights into the dynamics of disease transmission that are not captured by simpler models. They help us understand how the structure of social contacts influences the spread of infections, identify key individuals or groups (often termed as super-spreaders) who play a significant role in transmission, and evaluate intervention strategies. This is especially important for diseases with complex transmission mechanisms, like HIV or COVID-19.