A) True. Causality does imply a relationship between two variables in which a change in one variable will result in a change in the other variable. Causal relationships are characterized by a cause-and-effect connection, where the presence or absence of one variable influences the occurrence or magnitude of the other variable. However, it's important to note that establishing causality requires rigorous scientific methods and evidence beyond just observing a correlation between variables.