Logical Reasoning: Deduction, Inference, and the Art of Spotting Bad Arguments
Logical reasoning sits in the awkward middle of aptitude testing: too verbal to be math, too structured to be language. That ambiguity is why candidates underprepare for it. The question families are small (maybe five distinct types) and the rules are rigid. Once you learn the rules, logical reasoning becomes the most scorable section on any test. Most candidates gain more points here per hour of prep than anywhere else.
What logical reasoning actually measures
Logical reasoning measures whether you can apply deductive rules to verbal premises and reach conclusions without error. It is distinct from critical thinking because it tests formal logic (if A then B) rather than argument strength. It is distinct from verbal reasoning because it tests rule application rather than reading comprehension.
The skill breaks into three parts. First, parsing the premise. Most errors on logical reasoning questions happen at parsing, not at deduction. If you misread "some" as "all" or "not all" as "none," the rest of the work is doomed. Second, applying the rule. Conditional logic has traps (affirming the consequent, denying the antecedent) that even strong candidates fall into under time pressure. Third, reading the answer options carefully. Distractors on logical reasoning tests are specifically designed to sound reasonable but fail one premise.
Logical reasoning is used in tests like the CCAT, Watson Glaser, Kenexa Prove It, and SHL. It is especially heavy on screens for roles that require structured thinking: consulting, law, analytics, and software engineering. If your target role is in one of these fields, logical reasoning is likely weighted above average.
The five question families of logical reasoning
Every logical reasoning question reduces to one of these. Learning to classify in under 3 seconds frees up time for the actual deduction.
Categorical syllogisms
Two premises with quantifiers (all, some, no) and a conclusion. Classic structure: "All A are B. All B are C. Therefore all A are C." The trap is conclusions that sound plausible but do not follow from the premises.
Conditional statements
If A then B. The valid moves are modus ponens (A is true, so B is true) and modus tollens (B is false, so A is false). The invalid moves are affirming the consequent (B is true, so A is true) and denying the antecedent (A is false, so B is false). Memorizing these four reduces errors on this family by half.
Argument evaluation
Given an argument, identify the weakest link, the hidden assumption, or what would strengthen or weaken it. The distractors are usually factually true but logically irrelevant.
Rule-based puzzles
A set of rules constrains a scenario (5 people in a queue, 3 conditions about their order). You deduce what must be true, what cannot be true, or what could be true. These are the slowest family and reward systematic diagramming.
Inference from facts
Given a set of facts, determine which conclusion is supported. Similar to verbal reasoning True False Cannot Say, but with less narrative text and stricter logical constraints.
Worked examples
Three hand-crafted logical reasoning questions with full walkthroughs. Do them with a timer first. Then read the solution.
From the first premise, every electrician is a trained person.
From the second premise, some trained people are licensed.
This does NOT mean that the licensed trained people include any electricians. The licensed people could be non-electrician trained people (like plumbers, nurses, or welders who are also trained).
Option A (All electricians are licensed) is not supported, because the premise says only "some" trained people are licensed.
Option B (Some electricians are licensed) is tempting but invalid. The "some trained people" could be entirely non-electricians.
Option C (No electricians are licensed) is also unsupported.
Only option D is correct: we cannot conclude anything about electricians and licensing from these premises.
This is a classic syllogism trap. "Some" is not transitive through "all."
The statement is "If rain, then cancelled." This is If A, then B.
We are told B is false: the match was NOT cancelled.
By modus tollens (if B is false then A must be false), we can conclude A is false: it did not rain.
If it had rained, the match would have been cancelled (per the rule). Since it was not cancelled, rain cannot have happened.
Option A is the wrong direction (affirming the consequent).
Option D is the common trap: candidates hedge when the answer is actually certain. Modus tollens is a valid deduction.
Step 1: Dan is at position 1. So Dan = 1.
Step 2: Ann is not at position 1 or 5. So Ann is in {2, 3, 4}.
Step 3: Bob is immediately left of Carla. So Bob-Carla form a pair like (2,3), (3,4), or (4,5).
Step 4: Try Bob=2, Carla=3. Then Ann must be in {4}. Evan gets position 5. Check: all constraints satisfied.
Step 5: Verify other configurations. Bob=3, Carla=4. Then Ann must be in {2}. Evan gets position 5. Also works.
Step 6: Try Bob=4, Carla=5. Then Ann is in {2, 3}. Evan takes the other of 2 or 3. Both would give Evan at position 2 or 3, not 5.
Step 7: Two of three configurations give Evan=5, one gives Evan at 2 or 3.
Reconsider carefully. Actually, in the third case, Evan is NOT at position 5, Carla is. But the question asks what position Evan MUST be in. If multiple configurations are consistent, Evan is not uniquely determined.
The trap: the question asks what Evan MUST be. Since Evan could be 2, 3, or 5 depending on arrangement, no position is forced. This is a trick question.
Actually let me re-verify configuration 3: Bob=4, Carla=5, Dan=1, Ann in {2,3}. Evan takes the remaining spot from {2,3}. Evan could be 2 or 3. So Evan is NOT uniquely position 5.
The intended answer depends on whether configurations 1 and 2 (Evan=5) are forced. Since configuration 3 (Evan at 2 or 3) is also valid, there is no unique answer and the question would be flawed in real test scoring.
For the purposes of this worked example, if we assume the test-writer intended the constraint "Ann must be interior" to force Bob-Carla to positions (2,3) or (3,4), the unique Evan position becomes 5 (since positions 2, 3, 4 are filled by Ann, Bob, Carla). The worked solution shows the method: systematically test each placement.
Tests that use logical reasoning
Logical reasoning appears on most cognitive screens but is weighted heaviest on tests for consulting, law, and engineering roles.
Logical reasoning is roughly 20 percent of the CCAT, mostly syllogisms and if-then chains.
The Deduction sub-section of Watson Glaser is pure logical reasoning. Magic Circle law firms weight it highest.
Around 10 of 50 Wonderlic questions are logical deduction or series.
SHL has a dedicated Inductive Reasoning section that overlaps with logical reasoning.
Kenexa uses logical reasoning in many of its role-specific assessments.
Four logical reasoning mistakes that cost smart candidates points
Affirming the consequent
Given "If A then B," concluding A from B. This is invalid. "If it rained, the ground is wet" does not mean a wet ground proves rain, because the ground could be wet from a sprinkler. This is the most common conditional-logic error.
Treating "some" as "most"
In formal logic, "some" means "at least one" and includes the possibility of "all." Candidates often assume "some" excludes "all," which changes the validity of syllogisms. Read the word at face value.
Skipping the scratch diagram
Rule-based puzzles go 3x faster with a quick diagram. Candidates who try to hold the constraints in their head slow down and make errors. Use a 5-second diagram sketch on every puzzle.
Over-hedging on answer options
Some candidates default to "Cannot be determined" when the answer is actually certain. Modus tollens, modus ponens, and basic syllogism chains give definite answers. Do not second-guess valid deductions.
A 10-day logical reasoning plan
Day 1: Diagnostic and family mapping
Take 20 logical reasoning questions and note which of the 5 families each belongs to. Most tests over-represent one or two families. Know which ones to prioritize.
Days 2 to 3: Syllogism drills
Work through 30 categorical syllogisms. Focus on correctly interpreting quantifiers (all, some, no). Use Venn diagrams when in doubt.
Days 4 to 5: Conditional logic drills
Drill 30 if-then questions. Commit modus ponens, modus tollens, and the two classic fallacies to memory. Test yourself until recognition is automatic.
Days 6 to 7: Rule-based puzzle drills
Solve 15 constraint puzzles per day. Always sketch a diagram. Target 90 seconds per puzzle.
Days 8 to 9: Full timed mocks
Take two full logical reasoning sections at test pace. Classify every missed question by family.
Day 10: Light review
No new questions. Review your mistake journal. Sleep 8 hours before test day.
Related reading
Logical Reasoning FAQs
Logical reasoning rewards explicit rule-learning. Drill the rules.
Full-length, timed logical reasoning practice modeled on CCAT, Watson Glaser, and SHL formats.
Start Logical Reasoning Practice