Calculate observed change
A before-and-after difference alone cannot attribute the change to an intervention.
Study Design
Choose a study design around the question and the inference you need.
In practice
A before-and-after comparison describes change, but other events may explain it. A control group, sampling plan or qualitative approach addresses different parts of that uncertainty.
Calculate the observed difference without describing it as a causal effect.