The problem that occurs when we can't tell which of two variables causes the other (i.e., does A cause B or does B cause A) is called the third-variable problem.

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The problem described is known as the directionality problem. The third-variable problem refers to the issue where an unobserved variable may be the actual cause of the relationship observed between two variables.

The Problem That Occurs When We Can't Tell Which of Two