Comment on the changes in the variables scores the

Question

In this problem, a regression has been performed that examines whether or not one can predict if a student wants a lecturer to be extroverted using the student's extroversion score. Using the attached tables, please interpret the results (but not the Variables Entered/Removed Table). There are three-four questions but no calculations.

Comment on the changes in the variables scores. The correlation coefficient (r) and the coefficient of determination (r²) found in the Model Summary indicate the strength of the linear trend between the variables. What is it? Also, the significance value in the ANOVA table indicates whether the changes in the dependent-variable scores that accompany changes in independent variable scores are significant. Are they? Lastly, the Coefficients Table provides the y-intercept and the slope for the regression equation. What is it?

Variables Entered/Removeda
Model	Variables Entered	Variables Removed	Method
1	Student Extroversionb	.	Enter
a. Dependent Variable: Student wants Extroversion in lecturers
b. All requested variables entered.

Descriptive Statistics
	Mean	Std. Deviation	N
Student wants Extroversion in lecturers	12.9288	6.89891	281
Student Extroversion	29.5160	6.61605	281

Model Summary
Model	R	R Square	Adjusted R Square	Std. Error of the Estimate
1	.153a	.023	.020	6.82989
a. Predictors: (Constant), Student Extroversion

ANOVAa
Model		Sum of Squares		df		Mean Square		F		Sig.
1	Regression	311.947		1		311.947		6.687		.010b
	Residual	13014.630		279		46.647
	Total	13326.577		280
a. Dependent Variable: Student wants Extroversion in lecturers
b. Predictors: (Constant), Student Extroversion
Coefficientsa
Model			Unstandardized Coefficients				Standardized Coefficients		t		Sig.
			B		Std. Error		Beta
1	(Constant)		8.220		1.866				4.405		.000
	Student Extroversion		.160		.062		.153		2.586		.010
a. Dependent Variable: Student wants Extroversion in lecturers