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
Is there a causal relationship between smoking and lung cancer?
Research consistently shows a strong correlation between smoking and the development of lung cancer
Some medical researchers support a proposed mechanism by which smoking could cause lung cancer.
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."