Suppose that you have several hypotheses to test, as follow: H1: Costumer focus has a significant positive relationship with organization performance. H2: Continuous improvement has a significant negative relationship with organization performance. H3: Employee involvement has a significant negative relationship with organization performance. H4: Top management support has a significant positive relationship with organization performance. H5: Supplier management has a significant positive relationship with organization performance. After you analyze the data using linear regression analysis, the result showed as follow: MODEL SUMMARY Model  R  R Square  Adjusted R Square  Std. Error of the Estimate 1  .674a 0.579 0.467 0.833   ANNOVA Model Sum of Squares df Mean Square F Sig. Regression  85.400 6 13.673 23.547 .000b Residual 140.500 195 .695     Total 218.500 198       a. Dependent Variable: Organization Performance b. Predictors: (Constant), Customer focus, Continuous Improvement, Employee Involvement, Top Management, Supplier Management Coefficients Model   Unstandardized Coefficients   Standardized Coefficients t sig. 1   B Std. Error Beta   Constant) 1.847 .659   2.805 .006   Costumer Focus .130 .146 .117 .893 .373   Continuous Improvement -.301 .077 -.3989 -3.896 .076   Employee Involvement -.240 .112 -.338 -4.355 .004   Top Management .211 .083 .138 3.330 .006   Supplier Management .225 .089 .278 2.513 .013 Questions: a. Are the hypotheses supported (H1, H2, H3, H4, H5)? Provide your explanation. b. What is the meaning of R Square (R2) = 0.579? c. Which independent variables have the highest impact on the dependent variable? Explain how you arrived at your conclusion.

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Suppose that you have several hypotheses to test, as follow:
H1: Costumer focus has a significant positive relationship with organization performance.
H2: Continuous improvement has a significant negative relationship with organization performance.
H3: Employee involvement has a significant negative relationship with organization performance.
H4: Top management support has a significant positive relationship with organization performance.
H5: Supplier management has a significant positive relationship with organization performance.
After you analyze the data using linear regression analysis, the result showed as follow:

MODEL SUMMARY
Model  R  R Square  Adjusted R Square  Std. Error of the Estimate
1  .674a 0.579 0.467 0.833

 

ANNOVA
Model Sum of Squares df Mean Square F Sig.
Regression  85.400 6 13.673 23.547 .000b
Residual 140.500 195 .695    
Total 218.500 198      

a. Dependent Variable: Organization Performance

b. Predictors: (Constant), Customer focus, Continuous Improvement, Employee Involvement, Top Management, Supplier Management

Coefficients
Model   Unstandardized
Coefficients
  Standardized
Coefficients
t sig.
1   B Std. Error Beta
  Constant) 1.847 .659   2.805 .006
  Costumer Focus .130 .146 .117 .893 .373
  Continuous Improvement -.301 .077 -.3989 -3.896 .076
  Employee Involvement -.240 .112 -.338 -4.355 .004
  Top Management .211 .083 .138 3.330 .006
  Supplier Management .225 .089 .278 2.513 .013

Questions:
a. Are the hypotheses supported (H1, H2, H3, H4, H5)? Provide your explanation.
b. What is the meaning of R Square (R2) = 0.579?
c. Which independent variables have the highest impact on the dependent variable? Explain how you arrived at your conclusion.

ANOVA
Sum of
Model
Squares
df
Mean Square
Sig.
Regression
85.400
6
13.673
23.547
.000
Residual
140.500
195
.695
Total
218.500
198
a. Dependent Variable: Organization Performance
b. Predictors: (Constant), Customer focus, Continuous Improvement, Employee
Involvement, Top Management, Supplier Management
Transcribed Image Text:ANOVA Sum of Model Squares df Mean Square Sig. Regression 85.400 6 13.673 23.547 .000 Residual 140.500 195 .695 Total 218.500 198 a. Dependent Variable: Organization Performance b. Predictors: (Constant), Customer focus, Continuous Improvement, Employee Involvement, Top Management, Supplier Management
Coefficients
Unstandardized
Standardized
Coefficients
Coefficients
Model
B
Std. Error
Beta
t
Sig.
1
(Constant)
1.847
.659
2.805
.006
Costumer Focus
.130
.146
.117
.893
.373
Continuous Improvement
-.301
.077
-.3989
-3.896
.076
Employee Involvement
-.240
.112
-.338
-4.355
.004
Top Management
.211
.083
138
3.330
.006
Supplier Management
.225
.089
.278
2.513
.013
a. Dependent Variable: Organization Performance
Transcribed Image Text:Coefficients Unstandardized Standardized Coefficients Coefficients Model B Std. Error Beta t Sig. 1 (Constant) 1.847 .659 2.805 .006 Costumer Focus .130 .146 .117 .893 .373 Continuous Improvement -.301 .077 -.3989 -3.896 .076 Employee Involvement -.240 .112 -.338 -4.355 .004 Top Management .211 .083 138 3.330 .006 Supplier Management .225 .089 .278 2.513 .013 a. Dependent Variable: Organization Performance
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