Short Answer

A researcher is studying exam scores where most students score between 9090 and 100100 (range of 1010) except for one student who scores a 2020. If they decide to report the class's variability as 'highly variable' because the range is 8080, how would you apply the concept of outlier sensitivity to correct their interpretation in one to three sentences?

Question: A researcher is studying exam scores where most students score between 9090 and 100100 (range of 1010) except for one student who scores a 2020. If they decide to report the class's variability as 'highly variable' because the range is 8080, how would you apply the concept of outlier sensitivity to correct their interpretation in one to three sentences?

Sample answer: Reporting the class as 'highly variable' is incorrect because the range of 8080 is inflated by a single outlier score of 2020. In reality, the class has low variability because the vast majority of students scored consistently between 9090 and 100100. Therefore, the range is not a representative measure of the group's overall variability in this scenario.

Key points:

  • The range of 8080 is inflated due to a single outlier score of 2020.
  • Most students actually scored consistently within a narrow range of 1010 (between 9090 and 100100).
  • Concluding high overall variability is incorrect because the outlier does not represent the entire class.

Rubric: The response must apply the concept of the range's sensitivity to outliers to correct the interpretation. It should mention that the range of 8080 is inflated by the single score of 2020 and that the majority of students actually scored consistently between 9090 and 100100.

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Updated 2026-05-27

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Research Methods in Psychology - 4th American Edition @ KPU

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