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In a study, two processes, process A and process B, were found to be correlated. Which of the following statements is true regarding these processes?

  • A. The study cannot determine if processes A and B have a negative relationship.
  • B. The study suggests that process A causes process B.
  • C. The study cannot determine if processes A and B have a positive relationship.
  • D. The study does not establish a causal relationship between process A and process B.
Correct Answer: D

Rationale: When two processes are correlated, it means changes in one process are linked to changes in the other. However, correlation does not imply causation. Therefore, the study does not establish a causal relationship between process A and process B solely based on correlation. Correlation does not provide information on the direction or cause of the relationship between the processes. It only indicates that the processes vary together in a predictable manner. Hence, option D is correct as the study cannot infer causation from correlation alone.