One false row, three true ones
p → q fails only when the hypothesis holds and the conclusion does not. Every other combination leaves the promise unbroken.
p → q is false in exactly one case. Establish which, why a false hypothesis makes the whole conditional true, and how the converse, inverse and contrapositive relate — only one of the three is equivalent to the original.
Core ideas
The conditional is the connective every theorem is stated with, and the one whose truth table looks wrong until you see why it must be that way.
p → q fails only when the hypothesis holds and the conclusion does not. Every other combination leaves the promise unbroken.
This is vacuous truth. "Every unicorn in this room is purple" is true, because there is no unicorn here to be a counterexample.
p → q and ¬q → ¬p agree in all four rows. The converse and the inverse do not, and confusing either with the original is the most consequential error in this lesson.
The material
The definition, the reason for it, and the three statements it is confused with.
p → q ("if p then q") is false when p is true and q is false, and true in every other case. p is the hypothesis (or antecedent) and q the conclusion (consequent).
Think of a conditional as a promise: "if you pass the exam, I will buy you dinner." The promise is broken in exactly one situation — you pass and no dinner appears. If you fail, the promise says nothing about what happens and is not broken whichever way things go. That is why both rows with a false hypothesis count as true.
A conditional whose hypothesis is false is vacuously true. "Every element of the empty set is prime" is true, and so is "every element of the empty set is composite".
Vacuous truth is not a loophole to be tolerated; it is what makes general statements behave. "Every prime greater than 100 that is even is a perfect square" has to be true, or a statement about a set could fail merely because the set is empty.
Given p → q: the converse is q → p, the inverse is ¬p → ¬q, and the contrapositive is ¬q → ¬p.
p → q ≡ ¬q → ¬p. The converse and inverse are equivalent to each other, and neither is equivalent to the original.
p → q is false only when p is T and q is F. ¬q → ¬p is false only when ¬q is T and ¬p is F — that is, when q is F and p is T. Those are the same single row, so the two formulas are false in the same case and true in the other three.
□
"If n is divisible by 4 then n is even" is true. Its converse, "if n is even then n is divisible by 4", is false — take n = 6. Its contrapositive, "if n is odd then n is not divisible by 4", is true, as it must be.
p ↔ q ("p if and only if q") is true exactly when p and q have the same truth value. It is equivalent to (p → q) ∧ (q → p) — the statement and its converse together.
In a theorem, "if and only if" is an instruction: two proofs are owed, one in each direction. Proving only one is the most common way an otherwise correct answer is incomplete.
Interactive
Every assignment, evaluated
Method
Identify the parts before doing anything else.
English hides them: "q whenever p", "p only if q" and "p is sufficient for q" all mean p → q. "p if q" means q → p.
A conditional is refuted by one case with a true hypothesis and a false conclusion. If you cannot describe that case, you have not understood the claim.
"If n² is even then n is even" is hard to attack directly; its contrapositive "if n is odd then n² is odd" falls out in one line. “Contraposition and Contradiction” makes this a method.
Proving p → q gives you nothing about q → p. If you need both, say so and prove both.
Let p = "n is divisible by 6" and q = "n is divisible by 3".
The single value n = 9 refutes both the converse and the inverse, which is not a coincidence: they are equivalent to each other, so any counterexample to one is a counterexample to the other.
Given "if n is a multiple of 10 then n is a multiple of 5", produce the converse, inverse and contrapositive, and identify which are true — one integer settles the two that are not. The habit of forming the contrapositive is what “Contraposition and Contradiction” turns into a proof technique.
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