Selection Bias: How It Can Fool You and Why It Matters

Selection Bias: How It Can Fool You and Why It Matters

Assessment

Interactive Video

Social Studies

University

Hard

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The video explains selection bias, using Abraham Wald's analysis of aircraft armor during WWII as an example. It highlights how biased samples can lead to incorrect conclusions. The Simpson Paradox is also discussed, showing how trends can disappear when data groups are combined. The video concludes with a challenge to identify selection bias in everyday situations.

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5 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is selection bias and how can it affect conclusions drawn from data?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

How did Abraham Wald's approach to analyzing the data on aircraft armor differ from that of the US Air Force officers?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

Can you explain the Simpson Paradox and provide an example from the text?

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

What was the initial assumption about the acceptance rates of male and female students at UC Berkeley, and how was this assumption challenged?

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5.

OPEN ENDED QUESTION

3 mins • 1 pt

What steps can individuals take to ensure they are not falling victim to selection bias in their own research or decision-making?

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