Correlation coefficient does not reveal causality

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Question

Despite measuring the degree and direction of a linear link between two continuous variables, the Pearson r correlation coefficient does not reveal causality. Even though this fictitious study discovered a relationship, it cannot conclude that more physical exercise leads to improved mental health; rather, it can only conclude that they are related. How would you think the results would have changed if there was no external factors such as academic stress, self-perception, and peer interactions?

Reference no: EM134044629

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