Descriptive Statistics

Qualitative Statistics

Gioi Tinh

summary_gioi_tinh
##   Label Count.data Count.Freq Percentage
## 1     1          1        121     41.72%
## 2     2          2        169     58.28%

Trinh do hoc van

summary_trinh_do
##   Label Count.data Count.Freq Percentage
## 1     0          0          1      0.35%
## 2     1          1         45     15.57%
## 3     2          2        102     35.29%
## 4     3          3        133     46.02%
## 5     4          4          8      2.77%

Nghe nghiep

summary_nghe_nghiep
##   Label Count.data Count.Freq Percentage
## 1     1          1         91     31.49%
## 2     2          2         76      26.3%
## 3     4          4         12      4.15%
## 4     5          5        110     38.06%

Khu vuc

summary_khu_vuc
##   Label Count.data Count.Freq Percentage
## 1     1          1        134     46.21%
## 2     2          2        155     53.45%
## 3     5          5          1      0.34%

Do tuoi

summary_tuoi
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    2.00   28.00   39.00   40.67   52.00   81.00

Cronbach’s alpha Statistics

TC

alpha_tc
## 
## Reliability analysis   
## Call: alpha(x = .)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N   ase mean   sd median_r
##       0.84      0.86    0.86      0.61 6.3 0.016  4.9 0.29     0.58
## 
##     95% confidence boundaries 
##          lower alpha upper
## Feldt     0.81  0.84  0.87
## Duhachek  0.81  0.84  0.87
## 
##  Reliability if an item is dropped:
##     raw_alpha std.alpha G6(smc) average_r  S/N alpha se var.r med.r
## TC1      0.79      0.82    0.82      0.61  4.6    0.023 0.052  0.50
## TC2      0.76      0.79    0.76      0.56  3.9    0.025 0.035  0.50
## TC3      0.74      0.76    0.70      0.51  3.1    0.027 0.019  0.45
## TC4      0.90      0.91    0.89      0.77 10.0    0.010 0.010  0.77
## 
##  Item statistics 
##       n raw.r std.r r.cor r.drop mean   sd
## TC1 290  0.83  0.85  0.78   0.70  4.9 0.34
## TC2 290  0.87  0.89  0.87   0.76  4.9 0.33
## TC3 290  0.91  0.93  0.95   0.85  4.9 0.29
## TC4 290  0.75  0.70  0.52   0.49  4.9 0.43
## 
## Non missing response frequency for each item
##     2    3    4    5 miss
## TC1 0 0.00 0.08 0.91    0
## TC2 0 0.01 0.09 0.90    0
## TC3 0 0.00 0.08 0.92    0
## TC4 0 0.03 0.08 0.89    0

DU

alpha_du
## 
## Reliability analysis   
## Call: alpha(x = .)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N   ase mean   sd median_r
##       0.66      0.71    0.66      0.45 2.4 0.034  4.7 0.45     0.49
## 
##     95% confidence boundaries 
##          lower alpha upper
## Feldt     0.59  0.66  0.73
## Duhachek  0.60  0.66  0.73
## 
##  Reliability if an item is dropped:
##     raw_alpha std.alpha G6(smc) average_r  S/N alpha se var.r med.r
## DU1      0.61      0.66    0.49      0.49 1.92    0.040    NA  0.49
## DU2      0.40      0.42    0.26      0.26 0.71    0.067    NA  0.26
## DU3      0.73      0.74    0.59      0.59 2.84    0.031    NA  0.59
## 
##  Item statistics 
##       n raw.r std.r r.cor r.drop mean   sd
## DU1 290  0.73  0.78  0.62   0.44  4.7 0.53
## DU2 290  0.83  0.87  0.80   0.66  4.8 0.45
## DU3 290  0.81  0.74  0.51   0.41  4.6 0.72
## 
## Non missing response frequency for each item
##        2    3    4    5 miss
## DU1 0.00 0.03 0.25 0.72    0
## DU2 0.00 0.02 0.14 0.84    0
## DU3 0.01 0.11 0.12 0.76    0

PV

alpha_pv
## 
## Reliability analysis   
## Call: alpha(x = .)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N   ase mean   sd median_r
##       0.69      0.74    0.74      0.37 2.9 0.029  4.6 0.39     0.31
## 
##     95% confidence boundaries 
##          lower alpha upper
## Feldt     0.63  0.69  0.74
## Duhachek  0.63  0.69  0.75
## 
##  Reliability if an item is dropped:
##     raw_alpha std.alpha G6(smc) average_r S/N alpha se var.r med.r
## PV1      0.65      0.73    0.71      0.40 2.7    0.034 0.033  0.39
## PV2      0.71      0.76    0.74      0.44 3.1    0.027 0.025  0.45
## PV3      0.62      0.66    0.62      0.33 2.0    0.035 0.013  0.31
## PV4      0.61      0.64    0.60      0.31 1.8    0.037 0.013  0.26
## PV5      0.61      0.68    0.67      0.35 2.2    0.037 0.030  0.29
## 
##  Item statistics 
##       n raw.r std.r r.cor r.drop mean   sd
## PV1 290  0.70  0.64  0.49   0.43  4.4 0.71
## PV2 289  0.66  0.58  0.39   0.33  4.4 0.74
## PV3 290  0.68  0.76  0.73   0.53  4.9 0.40
## PV4 290  0.72  0.80  0.77   0.59  4.9 0.40
## PV5 290  0.71  0.73  0.63   0.52  4.7 0.55
## 
## Non missing response frequency for each item
##        2    3    4    5 miss
## PV1 0.00 0.12 0.33 0.55    0
## PV2 0.01 0.12 0.34 0.53    0
## PV3 0.00 0.02 0.11 0.87    0
## PV4 0.00 0.02 0.11 0.87    0
## PV5 0.00 0.04 0.21 0.74    0

NV

alpha_nv
## 
## Reliability analysis   
## Call: alpha(x = .)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N   ase mean   sd median_r
##       0.85      0.87    0.86      0.57 6.5 0.015  4.6 0.47     0.65
## 
##     95% confidence boundaries 
##          lower alpha upper
## Feldt     0.82  0.85  0.87
## Duhachek  0.82  0.85  0.88
## 
##  Reliability if an item is dropped:
##     raw_alpha std.alpha G6(smc) average_r S/N alpha se  var.r med.r
## NV1      0.90      0.90    0.88      0.69 8.9   0.0098 0.0033  0.67
## NV2      0.79      0.81    0.79      0.52 4.4   0.0213 0.0314  0.53
## NV3      0.79      0.81    0.79      0.52 4.3   0.0210 0.0260  0.54
## NV4      0.81      0.83    0.82      0.56 5.0   0.0188 0.0288  0.54
## NV5      0.80      0.83    0.82      0.54 4.8   0.0204 0.0402  0.54
## 
##  Item statistics 
##       n raw.r std.r r.cor r.drop mean   sd
## NV1 290  0.68  0.62  0.46   0.44  4.3 0.76
## NV2 290  0.86  0.87  0.86   0.78  4.7 0.56
## NV3 290  0.86  0.88  0.87   0.77  4.7 0.56
## NV4 290  0.79  0.82  0.78   0.69  4.8 0.48
## NV5 290  0.83  0.84  0.79   0.73  4.6 0.59
## 
## Non missing response frequency for each item
##        2    3    4    5 miss
## NV1 0.01 0.17 0.38 0.45    0
## NV2 0.01 0.03 0.24 0.73    0
## NV3 0.00 0.04 0.22 0.74    0
## NV4 0.00 0.03 0.13 0.84    0
## NV5 0.01 0.03 0.28 0.68    0

CS

alpha_cs
## 
## Reliability analysis   
## Call: alpha(x = .)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N   ase mean   sd median_r
##       0.58      0.64    0.59      0.31 1.8 0.039  4.7 0.36     0.28
## 
##     95% confidence boundaries 
##          lower alpha upper
## Feldt     0.49  0.58  0.65
## Duhachek  0.50  0.58  0.65
## 
##  Reliability if an item is dropped:
##     raw_alpha std.alpha G6(smc) average_r  S/N alpha se  var.r med.r
## CS1      0.49      0.53    0.44      0.27 1.11    0.050 0.0099  0.24
## CS2      0.42      0.48    0.39      0.23 0.92    0.054 0.0053  0.20
## CS3      0.52      0.58    0.51      0.32 1.39    0.048 0.0288  0.24
## CS4      0.59      0.67    0.59      0.40 2.03    0.037 0.0098  0.38
## 
##  Item statistics 
##       n raw.r std.r r.cor r.drop mean   sd
## CS1 290  0.62  0.73  0.62   0.45  4.9 0.32
## CS2 290  0.71  0.77  0.69   0.50  4.8 0.42
## CS3 290  0.77  0.68  0.50   0.38  4.6 0.72
## CS4 290  0.62  0.59  0.33   0.26  4.6 0.58
## 
## Non missing response frequency for each item
##        1    2    3    4    5 miss
## CS1 0.00 0.00 0.00 0.10 0.89    0
## CS2 0.00 0.00 0.02 0.14 0.84    0
## CS3 0.01 0.01 0.04 0.19 0.74    0
## CS4 0.00 0.00 0.03 0.37 0.60    0