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Recognizing Bias in Reasoning Flashcards

7 cards from real Watson-Glaser Critical Thinking Appraisal practice questions. Tap to flip, then mark Knew It or Still Learning โ€” missed cards come back until you master them.

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  1. A researcher studying the effects of social media concludes: 'Social media causes depression in teenagers.' The study only surveyed teenagers who were already receiving mental health treatment. Which bias is most evident?

    Answer: Sampling bias

    Sampling bias occurs because the study used a non-representative group (teens already in treatment), skewing the conclusion.

  2. A financial advisor tells a client: 'Most of my clients who followed this investment strategy made money, so it will work for you too.' What logical flaw undermines this reasoning?

    Answer: Survivorship bias

    Survivorship bias ignores clients whose investments failed, presenting only the successful cases.

  3. A judge says: 'In my 20 years on the bench, I've never seen an innocent person convicted, therefore our justice system is nearly perfect.' This reasoning is flawed because:

    Answer: The judge has limited exposure to wrongful convictions that were overturned elsewhere

    The judge's experience is limited to cases in their courtroom, creating a biased sample that excludes systemic errors they never witnessed.

  4. An editorial claims: 'Crime rates rose after the new police reform policy was implemented, proving the policy failed.' Which reasoning error is present?

    Answer: Post hoc ergo propter hoc

    Post hoc reasoning falsely assumes that because crime rose after the policy, the policy caused the rise.

  5. A hiring manager reviews resumes and consistently rates candidates from her own alma mater more favorably. This is best described as:

    Answer: In-group bias

    In-group bias leads people to favor those who share their group membership, such as attending the same school.

  6. A politician argues: 'We must either increase military spending or accept national vulnerability.' A critical thinker would identify this as:

    Answer: A false dilemma presenting only two options when others exist

    The false dilemma fallacy artificially limits options to two extremes, ignoring middle-ground or alternative solutions.

  7. After reading a news article about shark attacks, a tourist decides swimming anywhere in the ocean is extremely dangerous despite statistics showing attacks are rare. This illustrates:

    Answer: Availability heuristic

    The availability heuristic causes people to overestimate risks based on how easily vivid examples come to mind.