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Each of these relationships reflects a correlation. Which relationship most likely reflects both correlation and causation? $\newline$ Choices: $\newline$ (A) Reading more biographies is associated with reading more historical fiction. $\newline$ (B) Watching more true crime documentaries is associated with reading more mysteries. $\newline$ (C) Taking an English literature class is associated with reading more books.

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Correlation and causation

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Q. Each of these relationships reflects a correlation. Which relationship most likely reflects both correlation and causation?

\newline

Choices:

\newline

(A) Reading more biographies is associated with reading more historical fiction.

\newline

(B) Watching more true crime documentaries is associated with reading more mysteries.

\newline

(C) Taking an English literature class is associated with reading more books.

Analyze Relationship of Option A: Analyze the relationship of the first option (A): Does reading more biographies cause an increase in reading historical fiction? While there might be a correlation due to similar interests in historical content, it is not necessarily true that reading biographies causes one to read historical fiction.
Analyze Relationship of Option B: Analyze the relationship of the second option (B): Does watching more true crime documentaries cause an increase in reading mysteries? Again, there might be a correlation due to similar interests in crime and mystery, but it is not necessarily true that watching documentaries causes one to read mystery books.
Analyze Relationship of Option C: Analyze the relationship of the third option (C): Does taking an English literature class cause an increase in reading books? The answer is likely Yes, as taking a class in English literature typically requires reading a number of books as part of the curriculum, thus there is a direct cause-and-effect relationship.
Select Likely Option: Select the option that most likely reflects both correlation and causation. The answer is 'Taking an English literature class is associated with reading more books.' as taking the class is a direct cause for an increase in book reading.

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