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Provide the analysis of relationship between variables

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Reference no: EM131975635

RESEARCH METHODOL0GY

Question 1:

Summary of hierarchical multiple regression analysis of SSR on SUI, Moderator and PWOM (N=378)

Model no

Predictor variables entered

Sig. P-Value

Std Beta

R square 

Adj. R2

F

1

Student-student relationship (SSR)

.002

.177

.604

.359

53.679**

SUI

.040

.140

Dependent Variable

Positive Word-of-Mouth (PWOM)

.000

 

 

 

 

2

Student-student relationship (SSR)

.010

.103

.652

,452

54.650**

SUI

.000

.403

SSR*SUI (moderator)

.000

 

Dependent Variable

Positive Word-of-Mouth (PWOM)

.000

 

 

 

 

Based on the summary table above, provide the analysis on the role of the moderator. Give supporting evidence based on the R square value.

Question 2:

Table 1: R Square Value for Multiple Regression Analysis

Model

R

R Square

Adjusted R Square

Std. Error of the Estimate

1

.746

.557

.548

6.09163

Table 1(a): Coefficients

Coefficients*

Model

Unstandardized Coefficients

Standardized Coefficients

t

Sig.

B

Std. Error

Beta

1

(Constant)

2.094

.270

 

7.748

.000

LOtC

.217

.081

.335

2.451

.014

Student-Lecturer Relationship (SLR)

.189

.039

.353

4.853

.000

Student-Support Staff Relationship (SSR)

.257

.063

.289

4.050

.000

a. Dependent Variable: SUI

Table 1(b): Coefficients

Coefficients a

Model

Unstandardized Coefficients

Standardized Coefficients

t

Sig.

B

Std. Error

Beta

1

(Constant)

1.938

.292

 

6.632

.000

SUI

.566

.064

.518

8.829

.000

a. Dependent Variable: PWOMI 

Table 1(c): Coefficients

Model

Unstandardized Coefficients

Standardized Coefficients

t

Sig.

B

Std. Error

Beta

1

(Constant)

.143

.318

 

.449

.654

LOtC

.037

.087

.078

.485

.614

Student-Lecturer Relationship (SLR)

.049

.070

.130

1.477

.080

Student-Support Staff Relationship (SSR)

.369

.076

.293

4.833

.000

Dependent variable: PWOMI

Based on Table 1, table 1(a), table 1(b), and table 1(c) above, answer the following:

1. List the appropriate hypotheses of the study.

2. Write the Research Questions

3. Provide the analysis of significant relationship between variables

4. Analyse the role of the mediator.

Verified Expert

This task provides a detailed description on multiple regression. Here, the data is expected to be skewed as it takes lesser time to travel a short distance and more time to travel a longer distance and most often, I used to travel longer distance and therefore, the data seems to be skewed left.

Reference no: EM131975635

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