The article discusses two main ways to figure out cause and effect without doing experiments. One way is to imagine what would have happened if things were different (counterfactual model), and the other is to use graphs to show how things are connected (causal structure model). These methods help us understand how one thing leads to another in real-life situations. The article also talks about how sociologists can use these methods to estimate causal effects, even without experimental data.