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MCAT Critical Analysis and Reasoning Skills · Question of the Day

MCAT Critical Analysis and Reasoning Skills Question of the Day

A fresh daily question to build accuracy, reinforce recall, and turn practice into a steady habit.
Friday, October 23, 2026

A philosopher of science discusses why some explanations feel satisfying even when they add little predictive power. The author argues that people often prefer explanations that provide a coherent narrative linking events through familiar categories (intentions, motives, or simple mechanisms). Such narratives can reduce the discomfort of uncertainty by making outcomes seem retrospectively understandable. However, the author cautions that narrative coherence can be mistaken for evidential strength: an explanation may be internally consistent yet poorly constrained by data. The author suggests that the feeling of understanding is partly caused by cognitive fluency—the ease with which a story is processed—rather than by a genuine increase in the ability to anticipate future observations.

The author suggests that satisfying explanations can arise primarily because:

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Question of the Day

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A philosopher of science discusses why some explanations feel satisfying even when they add little predictive power. The author argues that people often prefer explanations that provide a coherent narrative linking events through familiar categories (intentions, motives, or simple mechanisms). Such narratives can reduce the discomfort of uncertainty by making outcomes seem retrospectively understandable. However, the author cautions that narrative coherence can be mistaken for evidential strength: an explanation may be internally consistent yet poorly constrained by data. The author suggests that the feeling of understanding is partly caused by cognitive fluency—the ease with which a story is processed—rather than by a genuine increase in the ability to anticipate future observations.

The author suggests that satisfying explanations can arise primarily because:

  1. predictive accuracy automatically produces cognitive fluency, so good predictions are the only source of satisfaction
  2. coherent narratives can increase cognitive fluency and reduce uncertainty discomfort, even if evidential constraints are weak (correct answer)
  3. data constraints cause narratives to be coherent, so coherence is a reliable marker of strong evidence
  4. people cannot distinguish any differences among explanations, making satisfaction random

Explanation: This question tests cause-and-effect reasoning. Causal claims require specifying the direction of influence and any conditional factors that enable or limit the effect. The passage suggests coherent narratives provide fluency and reduce uncertainty discomfort, even without strong evidence or prediction. Choice B fits this relationship by linking narratives to fluency, independent of data constraints. A tempting distractor, such as choice C, fails by assuming coherence marks evidence, reversing the caution against mistaking it. To approach similar questions, trace directionality from processing ease to satisfaction. Additionally, note qualifiers like predictive power that distinguish genuine from illusory understanding.