Which of the following is true about correlation statistics?
A)A negative correlation is always undesirable.
B)A strong positive correlation is always desirable.
C)A weak correlation in one study might be more desirable than a strong correlation in another study if the two studies differ with regard to what variables are being correlated.
D)A strong correlation is always more desirable than a weak correlation,

Question

Quizplus · Accepted Answer

The desirability of a correlation depends on the context and the variables being correlated. In some cases, a weak correlation may be desirable if it supports a specific hypothesis or phenomenon, whereas in other cases a strong correlation may be necessary to make meaningful predictions or observations. Therefore, option C is the most accurate statement. Options A, B, and D are incorrect because they make generalizations that are not always true.

Which of the Following Is True About Correlation Statistics