Asked by Jasmine Smith on Jul 25, 2024

verifed

Verified

For which of these research situations would you MOST likely calculate a correlation coefficient?

A) independent variable = blood type; dependent variable = political affiliation
B) independent variable = height; dependent variable = salary
C) independent variable = ethnicity; dependent variable = favorite food
D) independent variable = gender; dependent variable = type of car owned

Correlation Coefficient

A numerical measure that indicates the extent of a linear relationship between two variables, ranging from -1 to 1.

Independent Variable

The variable in an experiment that is manipulated or changed to observe its effect on the dependent variable.

Dependent Variable

In statistical modeling, this is the variable being tested and measured, often considered the outcome variable that researchers are interested in explaining or predicting.

  • Comprehend the circumstances and reasons for calculating a correlation coefficient within research contexts.
verifed

Verified Answer

BF
Brooke FlippinJul 29, 2024
Final Answer :
B
Explanation :
A correlation coefficient is used to determine the strength and direction of the linear relationship between two continuous variables. The only scenario where both the independent and dependent variables are continuous is in option B (height and salary). Therefore, calculating a correlation coefficient would be most appropriate for situation B.