Variable

Model 1

Model 2

Model 3

Model 4

Model 5

VIF

Beta

SE

Beta

SE

Beta

SE

Beta

SE

Beta

SE

Control Variables

Age

0.606

0.337

−0.001

0.081

−0.001

0.082

−0.035

0.083

−0.022

0.074

7.025

Gender

0.567

0.536

0.160*

0.125

0.165

0.128

0.195

0.127

0.121

0.115

2.759

Highest Level of Education

−0.608

0.503

0.026

0.119

0.032

0.122

0.034

0.119

0.070

0.107

10.017

Job Position

0.083

0.318

−0.040

0.074

−0.048

0.079

−0.015

0.080

−0.002

0.071

10.895

Work Experience

−0.055

0.392

−0.022

0.091

−0.015

0.095

−0.018

0.093

−0.058

0.083

10.721

Type of Financial Institution

−0.417

0.241

0.037

0.058

0.034

0.060

0.045

0.059

0.062

0.052

1.423

Department

−0.037

0.158

−0.020

0.037

−0.019

0.037

−0.003

0.038

0.038

0.036

1.523

Location of Institution

−0.714

0.665

−0.304

0.155

−0.303

0.157

−0.328

0.155

−0.220

0.141

4.105

Employment Status

−0.013

0.337

−0.088

0.078

−0.090

0.080

−0.089

0.078

−0.027

0.072

1.426

Independent Variables

Regulatory Requirements

1.243**

0.045

1.242

0.046

1.243

0.045

1.256

0.040

1.333

Environmental Factors

0.014*

0.045

0.010

0.044

−0.002

0.039

1.274

Operational Requirements

0.071*

0.045

0.085

0.040

1.315

Social-Economic Requirements

0.142*

0.041

1.407

F

1.550

101.470

90.262

85.990

101.676

F Change

1.550

755.824

0.093

2.507

11.781

R

0.495a

0.980b

0.980c

0.981d

0.986e

R Square

0.245

0.960

0.960

0.963

0.971

R Square Adjusted

0.087

0.951

0.950

0.951

0.962

R Square Change

0.245

0.715

0.000

0.002

0.009