In Studying the Responses to a Multiple-Choice Test Question, the Following

question 37

Essay

In studying the responses to a multiple-choice test question, the following sample data were_
obtained. At the 0.05 significance level, test the claim that the responses occur with the same
frequency. $$\begin{array} { r | c c c c c } \text { Response } & \text { A } & \text { B } & \text { C } & \text { D } & \text { E } \\\hline \text { Frequency } & 12 & 15 & 16 & 18 & 19\end{array}$$

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Definitions:

Multiple Generations

Refers to the presence of or considerations for people from several age groups or birth cohorts within a context.

Social Trends

Refers to the general direction in which society is moving, often influenced by cultural, economic, and technological changes.

Practical Intelligence

The ability to solve everyday problems by utilizing knowledge gained from experience.

Long-Term Outlook

A perspective or plan that focuses on future outcomes or results over an extended period.