A scatter plot compares hours of sleep and test scores of 50 students. If the correlation coefficient (r) is 0.75 and a student claims more sleep leads to higher scores, what must also be true?
Correct: D
A correlation coefficient of 0.75 indicates a strong positive linear relationship, but it does not confirm causation. Option D correctly identifies the observed association without implying causation.