What does a correlation coefficient of 0.1 indicate about the relationship between two variables?

• A correlation coefficient is a statistical measure that indicates the strength and direction of the linear relationship between two variables. It ranges from -1 to 1, with:
● 0: No linear relationship.
● Positive values: Positive linear relationship (as one variable increases, the other tends to increase).
● Negative values: Negative linear relationship (as one variable increases, the other tends to decrease).
The closer the absolute value of the coefficient is to 1, the stronger the relationship.
In this case, a coefficient of 0.1 indicates a weak positive relationship. This means that there might be a slight tendency for the two variables to move in the same direction, but the association is very weak and not very reliable.

🛑 Related Terminology:
● Correlation coefficient: A statistical measure of the strength and direction of a linear relationship between two variables.
● Linear relationship: A straight-line relationship between two variables.
● Positive relationship: A relationship where two variables tend to increase or decrease together.
● Negative relationship: A relationship where one variable increases as the other decreases.