In order to ascertain whether modifying a particular trait (e.g. via an intervention, treatment or policy change) will convey a beneficial effect within a population, firm evidence that this trait causes the outcome of interest is required.
To determine if altering a specific characteristic (e.g., through an intervention, treatment, or policy change) will result in a positive impact on a group, solid proof that this characteristic leads to the desired outcome is necessary.