Ohio Educators Math Exam Practice 2025 – Complete Prep Guide

Question: 1 / 400

In terms of correlation, what does a correlation coefficient value close to 1 indicate?

Strong negative relationship

No relationship

Strong positive relationship

A correlation coefficient value close to 1 indicates a strong positive relationship between two variables. This means that as one variable increases, the other variable tends to also increase in a consistent and predictable manner. A value of 1 signifies a perfect positive correlation, where every increase in the first variable corresponds directly and proportionally to an increase in the second variable.

In practical terms, when analyzing data, a high positive correlation suggests that the variables are strongly linked, making this information valuable for predictions and understanding the dynamics between the variables. Conversely, a correlation coefficient close to 0 would imply little to no relationship, while a value close to -1 would indicate a strong negative relationship, where one variable increases as the other decreases. Thus, a value near 1 distinctly highlights the strong positive nature of the connection between the variables.

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Weak positive relationship

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