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Question

A random sample of individuals were rated as to their standing posture. In addition, the numbers of days of back pain each had experienced during the past year were also recorded. Surprisingly to the researcher these data indicated a positive correlation between good posture and number of days of back pain. Does this indicate that good posture causes back pain?

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No the positive correlation does not imply that good posture causes back pain nor does it imply a back pain causes good posture.

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