Analyzing Arguments

How to break down, evaluate, and construct arguments: the fundamental unit of reasoning.

What Is an Argument?

An argument is a set of statements where some (premises) are offered as reasons to accept another (the conclusion).

Not an argument:

  • A fight ("We had an argument")
  • An assertion ("The economy is bad")
  • An explanation ("The economy is bad because of inflation"). This explains a fact, it isn't arguing for a conclusion

An argument:

  • "Inflation has increased 8% this year [premise 1], wage growth has been only 3% [premise 2], therefore people's purchasing power has declined [conclusion]."

Anatomy of an Argument

Every argument has three components:

ComponentWhat It IsExample
Claim/ConclusionWhat the argument tries to establish"We should hire more engineers"
PremisesReasons offered to support the conclusion"Our project backlog has tripled"
AssumptionsUnstated premises the argument relies on"More engineers would reduce the backlog"

Indicator Words

Conclusion IndicatorsPremise Indicators
ThereforeBecause
ThusSince
ConsequentlyGiven that
SoAs shown by
It follows thatFor the reason that
This meansThe evidence shows
We can concludeDue to the fact that
HenceAssuming that

Warning: These words aren't always present. Many real-world arguments leave the structure implicit.

Identifying Claims

Types of Claims

TypeDefinitionExampleHow to Evaluate
EmpiricalAbout observable facts"Sales increased 20%"Check the data
DefinitionalAbout what words mean"That's not real socialism"Agree on definitions first
EvaluativeAbout value or quality"This is the best approach"By what criteria?
CausalAbout cause and effect"The policy caused unemployment"Check for confounds
PrescriptiveAbout what should be done"We should raise taxes"Requires both facts and values

Precision Matters

Vague claims are impossible to evaluate. Always pin down exactly what's being claimed.

Vague ClaimBetter Version
"Crime is getting worse""Violent crime per capita increased 5% in 2024"
"This product is natural""This product contains no synthetic ingredients"
"Exercise is good for you""150 minutes of weekly exercise reduces cardiovascular mortality by 30%"
"The economy is bad""GDP contracted 1.2% last quarter and unemployment rose to 6%"

Finding Hidden Assumptions

Every argument rests on unstated assumptions. Finding them is one of the most valuable critical thinking skills.

Method: The Gap Test

Look at the premises and conclusion. Ask: "What would need to be true, but isn't explicitly stated, for this conclusion to follow?"

Example argument:

"Our competitor released a similar feature, so we need to rush ours to market."

Stated PremiseHidden Assumptions
Competitor released a similar featureOur feature needs to be first to market to succeed
Speed is more important than quality
Customers will choose based on who was first
We can't differentiate in other ways

Once hidden assumptions are visible, you can evaluate them. Often, the hidden assumptions are the weakest part of an argument.

Common Hidden Assumptions

CategoryExampleHidden Assumption
Causal"She studied hard and passed"Studying caused the passing
Normative"That's unnatural, so it's wrong"Natural = good, unnatural = bad
Generalization"My friend had a bad experience there"One experience is representative
False equivalence"Both sides have valid points"Both sides are equally supported by evidence
Status quo"We shouldn't change the policy"The current policy is working well enough

Argument Mapping

Argument mapping makes the structure of reasoning visible. It's the single most effective technique for improving critical thinking.

Basic Structure

                [CONCLUSION]
                /          \
         [Premise 1]    [Premise 2]
         /       \          |
   [Sub-premise] [Sub-premise] [Evidence]

Types of Argument Support

TypeHow Premises Support ConclusionAnalogy
ConvergentEach premise independently supports the conclusionMultiple legs of a table. Remove one, it still stands
SerialPremises form a chain; each supports the nextLinks in a chain. Break one, the chain breaks
LinkedPremises work together; each is neededLegs of a two-legged stool, both required

Worked Example: Argument Map

Argument: "Remote work should be the default. Studies show productivity increases, employees report higher satisfaction, companies save on office costs, and it reduces commuting emissions."

[Remote work should be the default]  ← CONCLUSION
    |          |          |          |
    |          |          |          |
[Productivity  [Higher    [Lower     [Reduced
 increases]   satisfaction] costs]   emissions]
    |          |          |          |
    |          |          |          |
[Studies]    [Surveys]  [Real       [Commuting
                        estate       data]
                        data]

This is a convergent argument. Each premise independently provides support. Defeating one doesn't defeat the whole argument.

To attack this argument effectively, you'd need to either:

  • Challenge multiple premises, or
  • Show that the conclusion doesn't follow even if the premises are true (e.g., other factors outweigh these benefits)

Evaluating Argument Strength

For Deductive Arguments

CriterionQuestion
ValidityDoes the conclusion logically follow from the premises?
SoundnessAre all premises actually true?
CompletenessAre there important missing premises?

For Inductive Arguments

CriterionQuestion
Sample sizeIs the evidence base large enough?
RepresentativenessIs the sample representative?
StrengthHow probable does the evidence make the conclusion?
CogencyAre the premises true AND does the reasoning work?

Universal Evaluation Checklist

Apply these questions to any argument:

#QuestionRed Flag If...
1What exactly is the conclusion?It's vague or shifting
2What are the premises?They're missing or assumed
3Are the premises true?Can't be verified or are contested
4Does the conclusion follow?Logical gap between premises and conclusion
5Are there hidden assumptions?Unstated premises are doing heavy lifting
6Is the evidence sufficient?Anecdote used for sweeping claims
7Are there counterarguments?None considered
8Is the argument charitable?Misrepresents the opposing view

Steel-Manning vs. Straw-Manning

Straw-Manning

Misrepresenting an argument to make it easier to defeat.

How it works:

  1. Opponent states position X
  2. You restate it as weaker position X' (distorted)
  3. You defeat X'
  4. You claim to have defeated X

Example:

Opponent: "We should consider reducing military spending." Straw man: "You want to leave us defenseless?"

Steel-Manning

Strengthening an argument before responding to it.

How it works:

  1. Opponent states position X
  2. You restate it as the strongest possible version X+ (may be stronger than they stated)
  3. You respond to X+
  4. If you can defeat X+, you've genuinely addressed the position

Example:

Opponent: "We should reduce military spending." Steel man: "The strongest version of this argument is that our military budget is larger than the next 10 countries combined, and redirecting even 10% could fund significant domestic infrastructure and social programs while maintaining military superiority. The opportunity cost of current spending is enormous."

Why Steel-Manning Matters

BenefitExplanation
Finds truthThe best version of an argument might actually be right
Builds trustPeople engage when they feel understood
Strengthens your positionDefeating a strong argument is more meaningful
Prevents echo chambersForces engagement with opposing ideas
Improves your thinkingYou might change your mind, and that's good

Test: Before disagreeing with anyone, ask: "Could you tell me if I'm representing your view fairly?" If they say no, you haven't understood them yet.

Burden of Proof

Who has the obligation to provide evidence?

General Principle

The person making the claim has the burden of proof. It's not your job to disprove claims others haven't proven.

Specific Rules

SituationBurden Falls OnWhy
Positive claim ("X exists")The claimantYou can't prove a negative
Challenge to the status quoThe challengerExisting practice has a track record
Extraordinary claimThe claimant (heavy burden)Extraordinary claims require extraordinary evidence
Both sides make claimsBoth sidesEach must support their own claims

Common Burden-Shifting Tactics

TacticExampleResponse
"Prove me wrong""Prove that ghosts don't exist""You made the claim. What's your evidence?"
"Many people believe it""Lots of people have seen ghosts""Popularity doesn't shift the burden of proof"
"You can't explain X""You can't explain this photo""Not being able to explain something doesn't prove your explanation"
"It's just obvious""Everyone knows this is true""If it's obvious, evidence should be easy to find"

Constructing Strong Arguments

The Structure of a Good Argument

  1. State your conclusion clearly. What exactly are you arguing for?
  2. Provide multiple independent premises. Convergent support is harder to defeat
  3. Support premises with evidence. Each premise should have backing
  4. Address the strongest counter-argument. Show you've considered the other side
  5. Acknowledge limitations. Credibility comes from honesty about weaknesses
  6. Make hidden assumptions explicit. Don't rely on unstated premises

Argument Quality Checklist

CriterionQuestions
ClarityIs every term defined? Could it be misunderstood?
RelevanceDo all premises actually relate to the conclusion?
SufficiencyIs there enough evidence?
AccuracyAre all factual claims correct?
FairnessHave you represented opposing views accurately?
LogicDoes the conclusion follow from the premises?
TransparencyAre assumptions stated? Are limitations acknowledged?

Example: Building an Argument

Conclusion: Our team should adopt automated testing.

ComponentContent
Premise 1Our bug rate has doubled in the last 6 months (data)
Premise 2Teams that adopt automated testing see 40-60% bug reduction (industry data)
Premise 3The setup cost is ~2 weeks of engineering time (estimate)
Counter-argument"It'll slow us down" → Short-term yes; long-term velocity increases as debugging time drops
LimitationThis won't catch all bugs, especially UX issues
Hidden assumption made explicitWe value code quality and are willing to invest short-term for long-term gain

Dialectical Thinking

Dialectical thinking means holding two opposing ideas and synthesizing them, rather than simply picking a side.

The Process

THESIS      → An initial position or claim
ANTITHESIS  → The opposing position
SYNTHESIS   → A new position that incorporates valid elements of both

Example

StagePosition
Thesis"The free market solves everything"
Antithesis"Government must control the economy"
Synthesis"Markets work well for most goods but need regulation for externalities, public goods, and market failures"

The synthesis isn't splitting the difference. It's building a position that accounts for the legitimate insights on both sides while resolving the contradictions.

Practical Exercises

Exercise 1: Argument Extraction

Take any opinion piece or editorial. Identify:

  • The main conclusion
  • All premises (stated and unstated)
  • The hidden assumptions
  • The weakest link in the argument

Exercise 2: Steel-Man Practice

Pick a position you disagree with. Write the strongest possible argument FOR that position. If a proponent would say "Yes, that's exactly my point," you've succeeded.

Exercise 3: Assumption Hunting

Take a common belief in your field. List every assumption it rests on. How many of those assumptions have you actually verified?

Key Takeaways

  1. Arguments have structure. Conclusion, premises, and hidden assumptions
  2. Find the hidden assumptions. They're usually the weakest point
  3. Argument mapping works. Making structure visible improves evaluation
  4. Steel-man before attacking. Engage with the strongest version of opposing views
  5. Burden of proof matters. The claimant must provide evidence
  6. Good arguments acknowledge limits. Overconfidence is a red flag
  7. Convergent support is strongest. Multiple independent reasons beat a single chain