Appendix 4.1.
CRONBACH'S ALPHA ANALYSIS RESULTS
Observation variable
Scale mean if variable excluded | Scale variance if variable is excluded | Variable-total correlation | Alpha if this variable type | |
Quality value of satisfaction (FS): Cronbach‟s Alpha = 0.804 | ||||
FS1 | 20,005 | 13,463 | 0.628 | 0.754 |
FS2 | 19,972 | 13,282 | 0.591 | 0.766 |
FS3 | 20,227 | 14,114 | 0.558 | 0.775 |
FS4 | 19,957 | 14,179 | 0.545 | 0.779 |
FS5 | 19,744 | 13,436 | 0.619 | 0.757 |
Epistemic Value (EP): Cronbach's Alpha = 0.734 | ||||
EP7 | 16,488 | 7,633 | 0.493 | 0.696 |
EP8 | 16,360 | 7,609 | 0.572 | 0.646 |
EP10 | 16,249 | 7,622 | 0.605 | 0.628 |
EP11 | 16,114 | 8,728 | 0.440 | 0.720 |
Image (IM): Cronbach‟s Alpha = 0.800 | ||||
IM12 | 16,024 | 9,415 | 0.488 | 0.807 |
IM13 | 16,187 | 7,863 | 0.732 | 0.691 |
IM14 | 16,389 | 7,896 | 0.666 | 0.723 |
IM15 | 16,441 | 8,489 | 0.578 | 0.768 |
Emotional Value (EM): Cronbach‟s Alpha = 0.708 | ||||
EM16 | 11,069 | 3,684 | 0.620 | 0.491 |
EM17 | 10,976 | 3,486 | 0.674 | 0.414 |
EM18 | 10,069 | 5,290 | 0.318 | 0.840 |
Price/quality (FQ) value: Cronbach‟s Alpha = 0.916 | ||||
FQ19 | 9,277 | 6,662 | 0.841 | 0.874 |
FQ20 | 9,249 | 6,748 | 0.889 | 0.831 |
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Observation variable
Scale mean if variable excluded | Scale variance if variable is excluded | Variable-total correlation | Alpha if this variable type | |
FQ21 | 8,806 | 7,957 | 0.774 | 0.926 |
Social Value (SO): Cronbach‟s Alpha = 0.795 | ||||
SO22 | 16,173 | 9,706 | 0.673 | 0.711 |
SO23 | 16,190 | 9,850 | 0.660 | 0.718 |
SO24 | 16,123 | 9,942 | 0.625 | 0.735 |
SO25 | 16,434 | 10,598 | 0.479 | 0.808 |
Emotional engagement (EE): Cronbach‟s Alpha = 0.881 | ||||
EE1 | 18,988 | 15,850 | 0.637 | 0.874 |
EE2 | 18,557 | 15,749 | 0.752 | 0.847 |
EE3 | 18,519 | 15,305 | 0.710 | 0.856 |
EE4 | 17,995 | 15,895 | 0.713 | 0.856 |
EE5 | 18,358 | 15,223 | 0.769 | 0.842 |
Cognitive Engagement (CE): Cronbach‟s Alpha = 0.826 | ||||
CE6 | 33,656 | 39,651 | 0.575 | 0.804 |
CE7 | 33,287 | 38,984 | 0.539 | 0.808 |
CE8 | 34,104 | 38,455 | 0.540 | 0.807 |
CE9 | 34,111 | 37,562 | 0.621 | 0.796 |
CE10 | 34,209 | 37,239 | 0.612 | 0.797 |
CE11 | 33,569 | 37,396 | 0.596 | 0.800 |
CE12 | 33,344 | 39,499 | 0.499 | 0.813 |
CE13 | 33,735 | 39,416 | 0.429 | 0.824 |
Purpose in life (PL): Cronbach's Alpha = 0.857 | ||||
PL1 | 27,848 | 22,176 | 0.521 | 0.857 |
PL2 | 28,062 | 20,134 | 0.737 | 0.816 |
PL3 | 28,007 | 21,347 | 0.675 | 0.829 |
Observation variable
Scale mean if variable excluded | Scale variance if variable is excluded | Variable-total correlation | Alpha if this variable type | |
PL4 | 28,372 | 21,104 | 0.665 | 0.830 |
PL5 | 27,784 | 21,291 | 0.727 | 0.820 |
PL6 | 27,486 | 21,937 | 0.571 | 0.847 |
Preference consistency (GI): Cronbach‟s Alpha = 0.833 | ||||
GI1 | 13,332 | 15,657 | 0.653 | 0.792 |
GI2 | 13,391 | 15,830 | 0.679 | 0.781 |
GI3 | 13,801 | 15,309 | 0.658 | 0.791 |
GI4 | 13,483 | 15,794 | 0.658 | 0.790 |
Persistence of effort (PE): Cronbach‟s Alpha = 0.799 | ||||
PE5 | 14,742 | 8,952 | 0.574 | 0.767 |
PE6 | 14,936 | 8,217 | 0.617 | 0.748 |
PE7 | 14,450 | 8,766 | 0.699 | 0.710 |
PE8 | 14,486 | 9,186 | 0.567 | 0.770 |
Absorptive capacity (AC): Cronbach's Alpha = 0.855 | ||||
AC1 | 15,014 | 7,886 | 0.680 | 0.824 |
AC2 | 14,846 | 8,401 | 0.708 | 0.812 |
AC3 | 15,204 | 7,844 | 0.743 | 0.796 |
AC4 | 15,235 | 8,251 | 0.663 | 0.830 |
Quality of college life (QL): Cronbach‟s Alpha = 0.876 | ||||
QL1 | 14,758 | 8,749 | 0.669 | 0.866 |
QL2 | 14,685 | 8,449 | 0.751 | 0.834 |
QL3 | 14,742 | 8,240 | 0.792 | 0.818 |
QL4 | 14,671 | 8,487 | 0.723 | 0.845 |
Appendix 4.2.
RESULTS OF EXPLORATORY FACTOR ANALYSIS (EFA)
Pattern Matrix a
Factor | |||||||||||||
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | |
PL2 | .864 | .140 | |||||||||||
PL3 | .807 | ||||||||||||
PL4 | .725 | ||||||||||||
PL5 | .708 | ||||||||||||
PL6 | .522 | ||||||||||||
PL1 | .461 | ||||||||||||
EE2 | .758 | ||||||||||||
EE5 | .733 | ||||||||||||
EE1 | .729 | ||||||||||||
EE4 | .699 | ||||||||||||
EE3 | .649 | ||||||||||||
FQ20 | 1,018 | ||||||||||||
FQ19 | .917 | ||||||||||||
FQ21 | .718 | ||||||||||||
AC1 | .879 | ||||||||||||
AC2 | .862 | ||||||||||||
AC3 | .741 | ||||||||||||
AC4 | .574 | ||||||||||||
FS1 | .864 | ||||||||||||
FS2 | .779 | ||||||||||||
FS5
.278 | .615 | |||||||||||
FS4 | .529 | |||||||||||
FS3 | .403 | |||||||||||
CE10 | .899 | |||||||||||
CE9 | .751 | |||||||||||
CE8 | .102 | .450 | ||||||||||
CE11 | .448 | |||||||||||
CE13 | .335 | |||||||||||
SO23 | .903 | |||||||||||
SO22 | .841 | |||||||||||
SO24 | .631 | |||||||||||
SO25 | .378 | |||||||||||
CI2 | .770 | |||||||||||
CI3 | .754 | |||||||||||
CI1 | .740 | |||||||||||
CI4 | .735 | |||||||||||
IM14 | .852 | |||||||||||
IM13 | .794 | |||||||||||
IM15 | .540 | |||||||||||
IM12 | .224 | .304 | ||||||||||
QL4 | .907 | |||||||||||
QL2 | .765 | |||||||||||
QL3 | .647 | |||||||||||
QL1 | .128 | .449 | ||||||||||
EP8 | .795 | |||||||||||
EP10 | .703 | |||||||||||
EP7 | .608 |
EP11
.287 | ||||||||||||
PE6 | .763 | |||||||||||
PE7 | .238 | .664 | ||||||||||
PE5 | .528 | |||||||||||
PE8 | .219 | .358 | ||||||||||
EM16 | .797 | |||||||||||
EM18 | .317 | |||||||||||
EM17 | .764 |
Extraction Method: Principal Axis Factoring.
Rotation Method: Promax with Kaiser Normalization.
a. Rotation converged in 8 iterations.
KMO and Bartlett's Test | ||
Kaiser-Meyer-Olkin Measure of Sampling Adequacy. | .911 | |
Bartlett's Test of Sphericity | Approx. Chi-Square | 13141.899 |
df | 1485 | |
Sig. | .000 | |
Total Variance Explained
Factor
Initial Eigenvalues | Extraction Sums of Squared Loadings | Rotation Sums of Squared Loadings a | |||||
Total | % of Variance | cumulative % | Total | % of Variance | Cumulative % | Total | |
1 | 15,225 | 27,682 | 27,682 | 14,826 | 26,956 | 26,956 | 8,258 |
2 | 3,721 | 6,765 | 34,447 | 3,328 | 6,050 | 33,006 | 9,897 |
3
3,000 | 5.454 | 39,901 | 2,593 | 4,714 | 37,720 | 7,158 | |
4 | 2,543 | 4,624 | 44,525 | 2,143 | 3,897 | 41,616 | 8,925 |
5 | 1,908 | 3,469 | 47,994 | 1,612 | 2,930 | 44,547 | 9,349 |
6 | 1.775 | 3,227 | 51,221 | 1,387 | 2,521 | 47,068 | 7,875 |
7 | 1,578 | 2,870 | 54,091 | 1,178 | 2,142 | 49,210 | 8.121 |
8 | 1.525 | 2,772 | 56,863 | 1.102 | 2.004 | 51,214 | 2,560 |
9 | 1,380 | 2,509 | 59,372 | .975 | 1,772 | 52,986 | 4,654 |
10 | 1,218 | 2,215 | 61,587 | .787 | 1,432 | 54,418 | 8,771 |
11 | 1.125 | 2,046 | 63,633 | .715 | 1,299 | 55,717 | 6.425 |
12 | 1,072 | 1,949 | 65,581 | .681 | 1,238 | 56,955 | 5.508 |
13 | 1,019 | 1,853 | 67,434 | .610 | 1.109 | 58,064 | 8,146 |
14 | .978 | 1,779 | 69,213 | ||||
15 | .840 | 1,527 | 70,740 | ||||
16 | .814 | 1,480 | 72,220 | ||||
17 | .777 | 1,413 | 73,633 | ||||
18 | .755 | 1,372 | 75,005 | ||||
19 | .716 | 1.301 | 76,306 | ||||
20 | .712 | 1,294 | 77,600 | ||||
21 | .666 | 1,212 | 78,811 | ||||
22 | .621 | 1,128 | 79,940 | ||||
23 | .609 | 1.108 | 81,048 | ||||
24 | .583 | 1,061 | 82,109 | ||||
25 | .556 | 1,012 | 83,120 | ||||
26 | .516 | .938 | 84,058 | ||||
27 | .507 | .922 | 84,980 | ||||
28 | .501 | .911 | 85,891 | ||||
29 | .466 | .847 | 86,738 |
30
.454 | .826 | 87,565 | ||||
31 | .424 | .771 | 88,336 | |||
32 | .413 | .750 | 89,086 | |||
33 | .399 | .725 | 89,811 | |||
34 | .389 | .708 | 90,519 | |||
35 | .376 | .684 | 91,202 | |||
36 | .364 | .661 | 91,864 | |||
37 | .337 | .613 | 92,476 | |||
38 | .326 | .592 | 93,068 | |||
39 | .303 | .550 | 93,619 | |||
40 | .296 | .538 | 94,157 | |||
41 | .289 | .525 | 94,682 | |||
42 | .284 | .517 | 95,199 | |||
43 | .280 | .510 | 95,708 | |||
44 | .253 | .460 | 96,168 | |||
45 | .249 | .453 | 96,621 | |||
46 | .246 | .448 | 97,070 | |||
47 | .229 | .416 | 97,485 | |||
48 | .222 | .403 | 97,889 | |||
49 | .209 | .379 | 98,268 | |||
50 | .199 | .361 | 98,629 | |||
51 | .196 | .357 | 98,986 | |||
52 | .168 | .305 | 99,291 | |||
53 | .160 | .291 | 99,582 | |||
54 | .125 | .227 | 99,809 | |||
55 | .105 | .191 | 100,000 |





