Answer:
![\boxed {\boxed {\sf D. \ r= -0.9874}}](https://img.qammunity.org/2022/formulas/mathematics/high-school/splrs8j5sig512gnqeq6bct559fu5dqnux.png)
Explanation:
The correlation coefficient is a number between -1 and 1. It tells us the strength of the linear association and the direction.
We want to find the r-value indicating a strong negative correlation. A negative number indicates a negative correlation. Therefore, choices A and C can be eliminated, because they are positive numbers.
Now we are left with B (-0.1859) and D (-0.9874). The closer the r-value is to -1/1, the stronger the correlation. -0.9874 is much closer to -1 than -0.1859, so choice D is the stronger correlation.