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Audience Response Results Graph

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Audience Response Systems and Audience Voting Systems need to have simple clear audience survey questions to yield accurate data.

 
Audience Response Results Graph: Bimodal Distribution
The bimodal graph is characterized by two distinct peaks.  Most often, the peaks are near opposite ends of the scale, but they are always separated by one or more bars.

Audience Response Results Graph

A bimodal distribution typically indicates that there is substantial disagreement.  However, it can also mean that the question itself is unclear, or is being perceived differently by different people. 
For example, if you were to present the statement "Our level of customer service has improved and our customers obviously recognize it" and ask people to respond where 1 is strong disagreement  and 7 is strong agreement, you might very well see a bimodal distribution.
Some might disagree because they feel that customer service has not improved, while others may feel it has in fact improved, but that it is not at all obvious to customers.  So, clarification here is critical.  If you find a true difference of opinion, so be it.  However, if it appears that the question is ambiguous, change it.
In the example above, you might split the statement into two different votes.  The first question would ask whether customer service has improved, and the second might ask whether customers are noticing.  Although the bimodal response may require some effort to clarify, a rectangular distribution is the often the most difficult.

Understanding Rectangular Distribution ->


 

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