In a cause-and-effect relationship involving management principles, what is the nature of the effect?

Correct answer: Probable

The governing concept is the probabilistic, rather than absolute, cause-and-effect relationship in management. Applying a sound principle can improve the likelihood of a favourable result, but the result also depends on people, timing, resources, market conditions, communication and other variables. For example, better coordination may probably reduce duplication, yet it cannot guarantee an identical outcome in every organisation. Therefore option D is correct: the effect is probable. Option A is too certain, and option B wrongly assumes that every organisation responds in exactly the same way. Option C denies the connection altogether, whereas management principles are useful precisely because they establish a meaningful likely relationship.