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A clinical researcher measures reaction times (in milliseconds) for five participants under a stress condition: 350, 360, 365, 370, and 950. Calculate the range of this dataset, and explain in two sentences how the researcher should interpret this range regarding the actual variability of the participants' reaction times.
Question: A clinical researcher measures reaction times (in milliseconds) for five participants under a stress condition: 350, 360, 365, 370, and 950. Calculate the range of this dataset, and explain in two sentences how the researcher should interpret this range regarding the actual variability of the participants' reaction times.
Sample answer: The range is 600 milliseconds (). The researcher should interpret this large range cautiously, recognizing that it is driven entirely by the single outlier of 950 milliseconds. It does not reflect the true variability of the rest of the sample, where four out of five participants had reaction times clustered closely within a 20-millisecond span.
Key points:
- Calculate the range as 600 milliseconds.
- Identify 950 milliseconds as the extreme outlier.
- Explain that the range is not representative of the actual variability of the other four participants.
Rubric: The answer must show the calculation of the range as 600 ms () and apply the concept by explaining that this range is driven by the single outlier (950 ms) and misrepresents the high cluster/low variability of the rest of the sample (350-370 ms).
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Research Methods in Psychology - 4th American Edition @ KPU
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A clinical researcher measures reaction times (in milliseconds) for five participants under a stress condition: 350, 360, 365, 370, and 950. Calculate the range of this dataset, and explain in two sentences how the researcher should interpret this range regarding the actual variability of the participants' reaction times.