“ Smoking and other drugs lead to Cancer, Lesion, Chest infections etc.,” is an example of

A directional hypothesis predicts a particular direction of relationship or effect. The claim that smoking and other drugs lead to adverse health outcomes predicts an effect rather than the absence of a relationship. A null hypothesis denies such an effect, and an associative hypothesis does not assert causation.