Corporate Social Responsibility activities of private commercial banks in Bangladesh

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Chapter four: Data analysis and results discussion

4.1 Introduction

4.2DescriptiveAnalysis 4.2(a) Demographic Profile 45

4.2.1 Gender 46

4.2.2 Age Group 47

4.2.3 Marital Status 49

4.2.4 Race 50

4.2.5 Highest Qualification 51

4.2.6 Employment Status 52 4.2.7 Monthly Income 53

4.3 Reliability Test 55

4.3.2 Dependent Variable and Independent Variable 57

4.3.2.1 Overall Reliability Test 57

4.3.2.2 Auditors' Change 57

4.3.2.3 Changes in Audit Fees 58

4.3.2.4 Level of Complexity 58

4.3.2.5 Going Concern Issue 59

4.3.2.6 Changes in Management 59

4.4 Normality Analysis 60

4.4.1 Test of Normality 61

4.4.2 Q-Q Plot 62

4.4.3 Z-Score 63

4.5 Linearity Analysis 65

4.6 Correlation Analysis 69

4.7 Multiple Regression Analysis 72

4.7.1 Variables Entered/Removed 72

4.7.2 ANOVA 74

4.7.3 Coefficients 75 4.8 Summary of Research Hypotheses 77

4.9 Revised Multiple Regression Equation 78

4.10 Chapter Summary 79