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Is there a causal relationship between smoking and lung cancer? Research consistently shows a strong correlation between smoking and the...

GMAT Data Sufficiency : (DS) Questions

Source: Official Guide
Data Sufficiency
DS-Verbal Reasoning
HARD
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Notes
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Is there a causal relationship between smoking and lung cancer?

  1. Research consistently shows a strong correlation between smoking and the development of lung cancer

  2. Some medical researchers support a proposed mechanism by which smoking could cause lung cancer.

A
Statement (1) ALONE is sufficient but statement (2) ALONE is not sufficient.
B
Statement (2) ALONE is sufficient but statement (1) ALONE is not sufficient.
C
BOTH statements TOGETHER are sufficient, but NEITHER statement ALONE is sufficient.
D
EACH statement ALONE is sufficient.
E
Statements (1) and (2) TOGETHER are not sufficient.
Solution

Understanding the Question

Let's understand what we're asking: Is there a causal relationship between smoking and lung cancer?

This is a yes/no question. We need to determine if we can definitively answer YES or NO to whether smoking actually causes lung cancer - not just whether they occur together.

What Would Make This Sufficient?

For sufficiency, we need evidence that conclusively establishes causation one way or the other. This is challenging because proving causation (not just correlation) requires:

  • Evidence of a mechanism showing HOW smoking causes lung cancer
  • Ruling out alternative explanations
  • Ideally, experimental evidence (though ethically impossible here)

Key Insight

The crucial distinction here is between correlation and causation. Even strong correlation doesn't prove causation - we need evidence of the actual causal mechanism.

Analyzing Statement 1

Statement 1: Research consistently shows a strong correlation between smoking and the development of lung cancer.

What Statement 1 Tells Us

We have consistent research showing strong correlation. But remember: \(\mathrm{correlation} \neq \mathrm{causation}\) is a fundamental principle in science.

This correlation could exist because:

  • Smoking causes lung cancer (what we're trying to prove)
  • Some third factor causes both smoking and lung cancer
  • The relationship is coincidental (unlikely with strong correlation, but theoretically possible)

Sufficiency Check

Since Statement 1 only establishes correlation without proving the causal mechanism, we cannot definitively answer YES or NO to whether there's a causal relationship.

[STOP - NOT Sufficient!]

Statement 1 alone is NOT sufficient.

This eliminates choices A and D.

Analyzing Statement 2

Now let's forget Statement 1 completely and analyze Statement 2 independently.

Statement 2: Some medical researchers support a proposed mechanism by which smoking could cause lung cancer.

What Statement 2 Provides

Notice the careful wording here:

  • "Some" researchers (not all or most)
  • "Support" (not prove)
  • "Proposed" mechanism (not established)
  • "Could" cause (possibility, not certainty)

Logical Analysis

This tells us there's a theoretical possibility of causation, but it's far from definitive:

  • We can't say YES (the mechanism is only proposed, not proven)
  • We can't say NO (there is a proposed mechanism that some support)

Sufficiency Check

Statement 2 alone cannot provide a definitive answer to our yes/no question.

[STOP - NOT Sufficient!]

Statement 2 alone is NOT sufficient.

This eliminates choices B and D (already eliminated).

Combining Statements

Since we've eliminated A, B, and D, we need to check if both statements together are sufficient.

Combined Information

Together we have:

  • Strong, consistent correlation between smoking and lung cancer (Statement 1)
  • Some researchers supporting a proposed causal mechanism (Statement 2)

Why Together They Still Aren't Sufficient

Even combined, we still lack definitive proof:

  • The mechanism is only "proposed," not proven
  • Only "some" researchers support it (not scientific consensus)
  • We haven't ruled out alternative explanations for the correlation

The Critical Gap

To definitively answer YES, we would need:

  • A proven mechanism (not just proposed)
  • Scientific consensus (not just some researchers)
  • Evidence that rules out other explanations

We have neither definitive proof of causation nor proof of no causation.

[STOP - NOT Sufficient!]

Both statements together are NOT sufficient.

This eliminates choice C.

The Answer: E

The statements together are not sufficient to determine whether there's a causal relationship between smoking and lung cancer.

Answer Choice E: "The statements together are not sufficient."

Answer Choices Explained
A
Statement (1) ALONE is sufficient but statement (2) ALONE is not sufficient.
B
Statement (2) ALONE is sufficient but statement (1) ALONE is not sufficient.
C
BOTH statements TOGETHER are sufficient, but NEITHER statement ALONE is sufficient.
D
EACH statement ALONE is sufficient.
E
Statements (1) and (2) TOGETHER are not sufficient.
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