Logical ReasoningDifficulty: Easy

PT157 S2 Q17 ExplanationThe average tax refund received

A free, expert breakdown of this official LSAT Logical Reasoning question.

TopicsParallel Flaw

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Stimulus

The average tax refund received by taxpayers who use tax preparation services is about 50 percent higher than the average refund received by those who do not. So if you should use a tax preparation service.

What this question is testing

Parallel Flaw

Evidence

People who use tax prep services get bigger refunds on average. A 50 percent bump, no less.

Conclusion

Want a big refund? Use a tax prep service.

Evaluate

This is the classic pattern. People with complicated finances -- lots of deductions, investments, side income -- are exactly the ones who hire professionals. They would get big refunds anyway because of their tax situation, not because the preparer sprinkled magic dust on the return. The argument sees two things happening together and assumes one causes the other.

Goal

Find the answer that copies this structure: correlation in the evidence, causal recommendation in the conclusion, confounding variable ignored.

Reading along? Open the full official question in LawHub — we show a fragment here and keep the reasoning in our own words.

The question
17.

Which one of the following arguments exhibits flawed reasoning most similar to the flawed reasoning exhibited by

Answer choices, explained

  1. Correct87% picked this

    People who invest heavily in the stock market generally have higher incomes than people who do not; so if you want to have a

    Why this is right

    This argument mirrors the original's flawed structure exactly. The evidence presents a correlation: people who invest heavily in the stock market generally have higher incomes. The conclusion draws a causal recommendation: if you want a high income, you should invest heavily in the stock market. Just as with the tax preparation argument, the correlation can be explained by a confounding variable -- people with high incomes have more disposable money to invest, rather than investing causing the high income. The causal direction is ambiguous, and the argument ignores the possibility that a third factor (existing wealth) drives both the investing and the high income. The structure is a perfect match: correlation in the evidence, causal prescription in the conclusion, confounding variable unaddressed.

    Skill tested: Parallel Flaw · how this choice captures the argument's function is the move to repeat next time.

  2. Bad Evidence Match3% picked this

    Establishing an in-house print shop usually enables companies to produce their publications more efficiently. So if your company produces publications, then it

    This argument's evidence uses the phrase "usually enables," which describes a causal relationship, not a mere correlation. The original argument's evidence described a statistical correlation between two groups without establishing any causal mechanism. When evidence already states that one thing "enables" another, recommending that action is not a correlation-to-causation error -- it is a reasonable inference from the stated causal relationship. The flaw structure does not match because the evidence type is fundamentally different.

  3. Bad Evidence Match3% picked this

    Quitting smoking will lower your life insurance premium and will also decrease your risk of lung cancer. So if you want to lower your

    This argument has two structural problems that distinguish it from the original. First, the evidence uses "will lower" and "will also decrease," which assert direct causal relationships rather than mere correlations. The original argument's evidence only described a statistical difference between groups. Second, the conclusion draws a causal link between two effects (lowering insurance premiums and reducing cancer risk), which is an entirely different reasoning error from the original. The original concluded that one variable causes another; this argument concludes that two effects of the same cause are causally linked to each other. Neither the evidence type nor the conclusion structure matches.

  4. Bad Evidence Match5% picked this

    People with larger-than-average estates to manage usually find it helpful to have their own lawyers; so if you have a larger-than-average estate to manage,

    This argument's evidence states that people with large estates "usually find it helpful" to have their own lawyers. This describes a preference or subjective assessment of helpfulness, not a statistical correlation between two independently measurable variables. The original argument compared average refund amounts between two groups -- a quantitative correlation. This answer describes a group's attitude toward a service, which is closer to a causal claim (having a lawyer helps) than to a bare correlation. The evidence structure does not match, so the flaw pattern differs.

  5. Bad Evidence Match2% picked this

    In deciding who they will call, telemarketers target people who have purchased from telemarketers in the past. So if you do not want to

    This argument's evidence describes a deliberate action by telemarketers: they target people who have purchased from telemarketers before. This is a description of a behavioral strategy, not a statistical correlation between two independently measured variables. The original argument's evidence compared average outcomes across two groups. Additionally, the conclusion's reasoning (do not buy from telemarketers to avoid calls) follows logically from the evidence -- if telemarketers target past buyers, then not buying should reduce calls. There is no correlation-to-causation error here because the evidence establishes an actual decision-making process, not a mere statistical association.

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