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Chapter 2 · Survey: Measurement and Scaling · Slide 64/274

Peaked vs. Flat Response Distribution

How extreme the endpoints are worded shapes the form of the response distribution.

2.3 · Construction of Rating Scales Wording of the Scale Poles

Peaked vs. Flat Response Distribution


How extreme the endpoints are worded shapes the form of the response distribution.

Extreme poles → peaked distribution
extremely satisfiednot at all satisfied

Respondents avoid the extremes — the answers cluster in the middle.

Moderate poles → flat distribution
satisfieddissatisfied

Respondents also use the endpoints — the answers spread out more evenly.

Make clear differences of opinion visible, provoke unambiguous positions → Moderate poles (flatter distribution)
Set off extreme opinions, make only strong positions visible → Extreme poles (more peaked distribution)
QUESTIONSTAR · Dr. Paul Marx 64 / 274
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