Regression Descriptive Statistics Mean Std Deviation N Overall Happiness Score (Sum of 4 Items) 19 00 4 956 90 Overall Score on Self Esteem Scale (Sum of 10 Items) 29 69 5 220 90 Physical Health (Health and Excercsie) Score (Sum of 6 items) 21 38 6 810 90 Psychological Health Score (Sum of 7 items) 27 13 4 542 90 Correlations Overall Happiness Score (Sum of 4 Items) Overall Score on Self Esteem Scale (Sum of 10 Items) Physical Health (Health and Excercsie) Score (Sum of 6 items) Psychological Health Score (Sum of 7 items) Pearson Correlation Overall Happiness Score (Sum of 4 Items) 1 000 585 525 470 Overall Score on Self Esteem Scale (Sum of 10 Items) 585 1 000 435 484 Physical Health (Health and Excercsie) Score (Sum of 6 items) 525 435 1 000 375 Psychological Health Score (Sum of 7 items) 470 484 375 1 000 Sig (1 tailed) Overall Happiness Score (Sum of 4 Items) 000 000 000 Overall Score on Self Esteem Scale (Sum of 10 Items) 000 000 000 Physical Health (Health and Excercsie) Score (Sum of 6 items) 000 000 000 Psychological Health Score (Sum of 7 items) 000 000 000 N Overall Happiness Score (Sum of 4 Items) 90 90 90 90 Overall Score on Self Esteem Scale (Sum of 10 Items) 90 90 90 90 Physical Health (Health and Excercsie) Score (Sum of 6 items) 90 90 90 90 Psychological Health Score (Sum of 7 items) 90 90 90 90 Variables Entered Removed a Model Variables Entered Variables Removed Method 1 Overall Score on Self Esteem Scale (Sum of 10 Items) b Enter 2 Physical Health (Health and Excercsie) Score (Sum of 6 items), Psychological Health Score (Sum of 7 items) b Enter a Dependent Variable Overall Happiness Score (Sum of 4 Items) b All requested variables entered Model Summary Model R R Square Adjusted R Square Std Error of the Estimate Change Statistics R Square Change F Change df1 df2 Sig F Change 1 585 a 342 335 4 042 342 45 786 1 88 000 2 675 b 456 437 3 718 114 9 011 2 86 000 a Predictors (Constant), Overall Score on Self Esteem Scale (Sum of 10 Items) b Predictors (Constant), Overall Score on Self Esteem Scale (Sum of 10 Items), Physical Health (Health and Excercsie) Score (Sum of 6 items), Psychological Health Score (Sum of 7 items) ANOVA a Model Sum of Squares df Mean Square F Sig 1 Regression 748 121 1 748 121 45 786 000 b Residual 1437 879 88 16 340 Total 2186 000 89 2 Regression 997 245 3 332 415 24 048 000 c Residual 1188 755 86 13 823 Total 2186 000 89 a Dependent Variable Overall Happiness Score (Sum of 4 Items) b Predictors (Constant), Overall Score on Self Esteem Scale (Sum of 10 Items) c Predictors (Constant), Overall Score on Self Esteem Scale (Sum of 10 Items), Physical Health (Health and Excercsie) Score (Sum of 6 items), Psychological Health Score (Sum of 7 items) Coefficients a Model Unstandardized Coefficients Standardized Coefficients t Sig Correlations Collinearity Statistics B Std Error Beta Zero order Partial Part Tolerance VIF 1 (Constant) 2 511 2 474 1 015 313 Overall Score on Self Esteem Scale (Sum of 10 Items) 555 082 585 6 767 000 585 585 585 1 000 1 000 2 (Constant) 1 337 2 698 496 621 Overall Score on Self Esteem Scale (Sum of 10 Items) 350 091 369 3 855 000 585 384 307 691 1 447 Physical Health (Health and Excercsie) Score (Sum of 6 items) 216 066 297 3 293 001 525 335 262 776 1 289 Psychological Health Score (Sum of 7 items) 196 101 180 1 933 057 470 204 154 732 1 366 a Dependent Variable Overall Happiness Score (Sum of 4 Items) Excluded Variables a Model Beta In t Sig Partial Correlation Collinearity Statistics Tolerance VIF Minimum Tolerance 1 Physical Health (Health and Excercsie) Score (Sum of 6 items) 334 b 3 722 000 371 811 1 233 811 Psychological Health Score (Sum of 7 items) 244 b 2 540 013 263 766 1 306 766 a Dependent Variable Overall Happiness Score (Sum of 4 Items) b Predictors in the Model (Constant), Overall Score on Self Esteem Scale (Sum of 10 Items) Collinearity Diagnostics a Model Dimension Eigenvalue Condition Index Variance Proportions (Constant) Overall Score on Self Esteem Scale (Sum of 10 Items) Physical Health (Health and Excercsie) Score (Sum of 6 items) Psychological Health Score (Sum of 7 items) 1 1 1 985 1 000 01 01 2 015 11 525 99 99 2 1 3 916 1 000 00 00 00 00 2 056 8 333 05 01 93 03 3 015 16 281 13 97 03 28 4 013 17 168 82 02 03 69 a Dependent Variable Overall Happiness Score (Sum of 4 Items) Answer the following questions using the information above 1 Overall, based on the measures in the multiple regression analysis, does self esteem, physical health, or psychological health appear to be the most influential predictor of happiness Provide evidence from the output supporting your answer

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Question: Regression Descriptive Statistics Mean Std. Deviation N Overall Happiness Score (Sum of 4 Items) 19.00 4.956 90 Overall Score on Self-Esteem Scale (Sum of 10

Regression

Descriptive Statistics
	Mean	Std. Deviation	N
Overall Happiness Score (Sum of 4 Items)	19.00	4.956	90
Overall Score on Self-Esteem Scale (Sum of 10 Items)	29.69	5.220	90
Physical Health (Health and Excercsie) Score (Sum of 6 items)	21.38	6.810	90
Psychological Health Score (Sum of 7 items)	27.13	4.542	90

Correlations
	Overall Happiness Score (Sum of 4 Items)	Overall Score on Self-Esteem Scale (Sum of 10 Items)	Physical Health (Health and Excercsie) Score (Sum of 6 items)	Psychological Health Score (Sum of 7 items)
Pearson Correlation	Overall Happiness Score (Sum of 4 Items)	1.000	.585	.525	.470
Overall Score on Self-Esteem Scale (Sum of 10 Items)	.585	1.000	.435	.484
Physical Health (Health and Excercsie) Score (Sum of 6 items)	.525	.435	1.000	.375
Psychological Health Score (Sum of 7 items)	.470	.484	.375	1.000
Sig. (1-tailed)	Overall Happiness Score (Sum of 4 Items)	.	.000	.000	.000
Overall Score on Self-Esteem Scale (Sum of 10 Items)	.000	.	.000	.000
Physical Health (Health and Excercsie) Score (Sum of 6 items)	.000	.000	.	.000
Psychological Health Score (Sum of 7 items)	.000	.000	.000	.
N	Overall Happiness Score (Sum of 4 Items)	90	90	90	90
Overall Score on Self-Esteem Scale (Sum of 10 Items)	90	90	90	90
Physical Health (Health and Excercsie) Score (Sum of 6 items)	90	90	90	90
Psychological Health Score (Sum of 7 items)	90	90	90	90

Variables Entered/Removed^a
Model	Variables Entered	Variables Removed	Method
1	Overall Score on Self-Esteem Scale (Sum of 10 Items)^b	.	Enter
2	Physical Health (Health and Excercsie) Score (Sum of 6 items), Psychological Health Score (Sum of 7 items)^b	.	Enter
a. Dependent Variable: Overall Happiness Score (Sum of 4 Items)
b. All requested variables entered.

Model Summary
Model	R	R Square	Adjusted R Square	Std. Error of the Estimate	Change Statistics
R Square Change	F Change	df1	df2	Sig. F Change
1	.585^a	.342	.335	4.042	.342	45.786	1	88	.000
2	.675^b	.456	.437	3.718	.114	9.011	2	86	.000
a. Predictors: (Constant), Overall Score on Self-Esteem Scale (Sum of 10 Items)
b. Predictors: (Constant), Overall Score on Self-Esteem Scale (Sum of 10 Items), Physical Health (Health and Excercsie) Score (Sum of 6 items), Psychological Health Score (Sum of 7 items)

ANOVA^a
Model	Sum of Squares	df	Mean Square	F	Sig.
1	Regression	748.121	1	748.121	45.786	.000^b
Residual	1437.879	88	16.340
Total	2186.000	89
2	Regression	997.245	3	332.415	24.048	.000^c
Residual	1188.755	86	13.823
Total	2186.000	89
a. Dependent Variable: Overall Happiness Score (Sum of 4 Items)
b. Predictors: (Constant), Overall Score on Self-Esteem Scale (Sum of 10 Items)
c. Predictors: (Constant), Overall Score on Self-Esteem Scale (Sum of 10 Items), Physical Health (Health and Excercsie) Score (Sum of 6 items), Psychological Health Score (Sum of 7 items)

Coefficients^a
Model	Unstandardized Coefficients	Standardized Coefficients	t	Sig.	Correlations	Collinearity Statistics
B	Std. Error	Beta	Zero-order	Partial	Part	Tolerance	VIF
1	(Constant)	2.511	2.474		1.015	.313
Overall Score on Self-Esteem Scale (Sum of 10 Items)	.555	.082	.585	6.767	.000	.585	.585	.585	1.000	1.000
2	(Constant)	-1.337	2.698		-.496	.621
Overall Score on Self-Esteem Scale (Sum of 10 Items)	.350	.091	.369	3.855	.000	.585	.384	.307	.691	1.447
Physical Health (Health and Excercsie) Score (Sum of 6 items)	.216	.066	.297	3.293	.001	.525	.335	.262	.776	1.289
Psychological Health Score (Sum of 7 items)	.196	.101	.180	1.933	.057	.470	.204	.154	.732	1.366
a. Dependent Variable: Overall Happiness Score (Sum of 4 Items)

Excluded Variables^a
Model	Beta In	t	Sig.	Partial Correlation	Collinearity Statistics
Tolerance	VIF	Minimum Tolerance
1	Physical Health (Health and Excercsie) Score (Sum of 6 items)	.334^b	3.722	.000	.371	.811	1.233	.811
Psychological Health Score (Sum of 7 items)	.244^b	2.540	.013	.263	.766	1.306	.766
a. Dependent Variable: Overall Happiness Score (Sum of 4 Items)
b. Predictors in the Model: (Constant), Overall Score on Self-Esteem Scale (Sum of 10 Items)

Collinearity Diagnostics^a
Model	Dimension	Eigenvalue	Condition Index	Variance Proportions
(Constant)	Overall Score on Self-Esteem Scale (Sum of 10 Items)	Physical Health (Health and Excercsie) Score (Sum of 6 items)	Psychological Health Score (Sum of 7 items)
1	1	1.985	1.000	.01	.01
2	.015	11.525	.99	.99
2	1	3.916	1.000	.00	.00	.00	.00
2	.056	8.333	.05	.01	.93	.03
3	.015	16.281	.13	.97	.03	.28
4	.013	17.168	.82	.02	.03	.69
a. Dependent Variable: Overall Happiness Score (Sum of 4 Items)

Answer the following questions using the information above

1. Overall, based on the measures in the multiple regression analysis, does self-esteem, physical health, or psychological health appear to be the most influential predictor of happiness? Provide evidence from the output supporting your answer.

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