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Each of these relationships reflects a correlation. Which relationship most likely reflects both correlation and causation? $\newline$ Choices: $\newline$ (A) When a family visits the zoo more often, they spend more time at pet stores. $\newline$ (B) When a family visits the zoo more often, they see more types of animals. $\newline$ (C) When a family visits the zoo more often, they visit museums 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) When a family visits the zoo more often, they spend more time at pet stores.

\newline

(B) When a family visits the zoo more often, they see more types of animals.

\newline

(C) When a family visits the zoo more often, they visit museums more often.

Analyze Relationship A: Analyze the relationship of the first option (A): Does visiting the zoo more often cause families to spend more time at pet stores? While there might be a correlation, the causation is not clear. Families who like animals might do both, but visiting the zoo doesn't necessarily cause increased time at pet stores.
Analyze Relationship B: Analyze the relationship of the second option (B): Does visiting the zoo more often cause families to see more types of animals? Yes, the more often a family visits the zoo, the more opportunities they have to see different types of animals. This is a direct cause-and-effect relationship.
Analyze Relationship C: Analyze the relationship of the third option ( $C$ ): Does visiting the zoo more often cause families to visit museums more often? Like option $A$ , there might be a correlation, but it's not necessarily a causative relationship. Families interested in educational outings might do both, but one does not cause the other.
Select Best Option: Select the option that most likely reflects both correlation and causation. Based on the analysis, the answer is 'When a family visits the zoo more often, they see more types of animals.' as visiting the zoo more often directly increases the chances of seeing more types of animals.

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