Flawed ReasoningDiff: Hardest

Logic Breakdown

Passage Summary: Smokers are likely to have heart issues and are also likely to drink coffee, so coffee drinking and heart issues must be linked.

Conclusion: There is a positive correlation between drinking caffeinated beverages and developing heart disease.

Reasoning: Smoking is correlated with heart disease, and smoking is also correlated with caffeine consumption.

Analysis: This is a fascinating look at how correlations work. If Group A (smokers) has high rates of both X (heart disease) and Y (caffeine), then X and Y will appear correlated in the general population because they both 'travel' with the smokers. However, the argument fails to consider if this correlation holds up among non-smokers. If non-smokers who drink caffeine have very low rates of heart disease, the 'positive correlation' might be entirely dependent on the smoking variable. Look for an answer that identifies this 'confounding variable'—the possibility that the link only exists because of the shared connection to smoking.

Passage Stimulus

Passage Redacted

Unlock Full Passage

19.

The argument's reasoning is most vulnerable to criticism on the grounds that the argument fails to take into account the possibility that

Correct Answer
A
A gives exactly the undermining scenario: if among smokers, caffeine drinkers are less likely to develop heart disease, the overall relationship between caffeine and heart disease might not be positive despite both being associated with smoking.
Upgrade Your Prep

Ready to go beyond free explanations?

LSAT Perfection is the #1 modern LSAT prep platform, trusted by thousands of students for comprehensive test strategies, advanced drilling, and full analytics on every PrepTest.

Detailed explanations for 59 PrepTests
Advanced drillset builder
Personalized analytics
Built-in Wrong Answer Journal
Explore Perfection Plus for full LSAT prep