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Each of these relationships reflects a correlation. Which relationship most likely reflects both correlation and causation? $\newline$ Choices: $\newline$ (A) Baking cookies more often is associated with snowier weather. $\newline$ (B) Baking cookies more often is associated with having more dishes to wash. $\newline$ (C) Baking cookies more often is associated with baking cakes more often.

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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) Baking cookies more often is associated with snowier weather.

\newline

(B) Baking cookies more often is associated with having more dishes to wash.

\newline

(C) Baking cookies more often is associated with baking cakes more often.

Analyze Relationship (A): Analyze the relationship of the first option (A): Does baking cookies more often cause snowier weather? The answer is No, as weather conditions are not influenced by baking activities.
Analyze Relationship (B): Analyze the relationship of the second option (B): Does baking cookies more often cause an increase in the number of dishes to wash? The answer is Yes, as baking cookies would result in using dishes that will need to be washed afterward.
Analyze Relationship (C): Analyze the relationship of the third option (C): Does baking cookies more often lead to baking cakes more often? The answer is Not necessarily, as the frequency of baking cookies does not directly cause an increase in the frequency of baking cakes, even though someone who bakes cookies might also enjoy baking cakes.
Select Likely Option: Finally, select the option that most likely reflects both correlation and causation. The answer is 'Baking cookies more often is associated with having more dishes to wash.' as baking cookies directly leads to an increase in the number of dishes used, which then need to be washed.

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