QUESTION TEXT: Researcher: Results indicate that the higher …
QUESTION TYPE: Parallel Reasoning
CONCLUSION: The correlation between education and math skills doesn’t prove that education improves math skills.
REASONING: Research shows higher education level = better math skills. But maybe students with better math skills to begin with are the ones who reach higher educational levels.
ANALYSIS: The researcher is essentially saying that correlation doesn’t establish causation because the direction of causation may be reversed.
Instead of: More education → Better math skills
It could be: Better math skills → More education
So the pattern to look out for in the answer choices is:
- X and Y are correlated.
- Someone claims X causes Y.
- But maybe Y causes X.
___________
- This introduces an entirely different alternative explanation (the review process is defective). That’s a third factor, not reverse causation.
- CORRECT. There’s a correlation between professional athletes and good performance, so someone claims becoming a pro improves performance. But maybe athletes who are already better are the ones who become pros.
- The alternative explanation is a third-variable, not reverse causation. Nobody is saying getting good jobs causes attendance at prestigious schools.
- This is a sampling flaw. It attacks the surveys by saying many politicians without law degrees were omitted.
- There’s no causal claim here at all. It’s attacking an overgeneralization by providing counterexamples.
More Resources for Parallel Reasoning Questions
- Conditional Reasoning Article: Learn about conditional statements.
- LR Diagrams Guide: Learn how to draw LR diagrams.
- Intro Course lesson: This intro course lesson covers Parallel Reasoning questions.
- Mastery Seminar lesson: This LR Mastery seminar lesson covers parallel reasoning questions.

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