Measures and Items Retained

Factor Loadings

T values

Cronbach’s Alpha

Construct Validity

Highest VIF

AVE

Highest Correlation

Non-Academic Aspect

Item 1

0.6908055

19.94

0.7837

0.792

1.59

0.652

0.5743

Item 2

0.7275884

22.05

Item 3

0.6359725

17.05

Item 4

0.6077025

15.60

Item 5

0.5806738

14.44

Academic Aspect

Item 1

0.5436257

11.56

0.6689

0.752

2.26

0.634

0.6013

Item 2

0.5202072

10.73

Item 3

0.8139375

17.43

Item 4

0.4620713

9.59

Reputation

Item 1

0.6839061

17.52

0.7235

0.760

2.07

0.727

0.6446

Item 2

0.7811469

20.56

Item 3

0.6034162

14.37

Access

Item 1

0.4918744

10.53

0.7067

0.831

1.45

0.729

0.5051

Item 2

0.653702

13.98

Item 3

0.8909986

17.19

Programme Issues

Item 1

0.7504859

23.82

0.7990

0.802

1.99

0.704

0.5903

Item 2

0.6878366

20.11

Item 3

0.7017046

20.80

Item 4

0.6867334

19.92

Students Satisfaction

Item 1

0.6177804

15.90

0.7750

0.786

1.00

0.688

0.5675

Item 2

0.6426371

16.98

Item 3

0.7188582

20.97

Item 4

0.7487615

22.48

Academic Performance

Item 1

0.6348772

16.68

0.7602

0.782

1.00

0.679

0.5675

Item 2

0.768365

23.05

Item 3

0.6567591

17.38

Item 4

0.6091828

15.53

Attitude towards Learning

Item 1

0.6886163

21.62

0.8276

0.841

1.26

0.686

0.5682

Item 2

0.7207222

23.80

Item 3

0.8254607

33.15

Item 4

0.6493537

19.01

Item 5

0.5439614

13.69