Ecological studies are particularly valuable when investigating public health issues that span large populations or when individual-level data is not available. They are often used in the early stages of research to generate hypotheses that can be tested in more detailed studies. For example, researchers might use ecological studies to explore the impact of environmental factors, like air pollution, on chronic disease rates.