Table 3.
Variable | Correlation coefficient [1] | Standardized Cronbach’s α [2] | Correlation coefficient[3] | Z value[4] | Factor loading [5] | Results (“√” = be retained) | |
---|---|---|---|---|---|---|---|
Long form [6] | Short form [7] | ||||||
B01 | 0.2951 | 0.7717* | 0.4362* | 6.5122* | 0.4777* | √ | |
B02 | 0.1501 | 0.7670* | 0.5771* | 7.6243* | 0.6941* | √ | |
B03 | 0.1050 | 0.7638* | 0.6478* | 8.8509* | 0.6898* | √ | |
B04 | 0.3028* | 0.7638* | 0.6636* | 9.3755* | 0.6358* | √ | √ |
B05 | 0.4883* | 0.7634* | 0.6433* | 8.8892* | 0.5528* | √ | √ |
B06 | 0.1993 | 0.7625* | 0.6239* | 9.8041* | 0.6058* | √ | |
B07 | 0.3132* | 0.7669* | 0.5304* | 7.7367* | 0.5998* | √ | √ |
B08 | 0.3704* | 0.7689* | 0.3908 | 6.6259* | 0.3958 | ||
B09 | 0.1248 | 0.7619* | 0.5238* | 9.6481* | 0.4996* | √ | |
B10 | 0.2145 | 0.7687* | 0.4658* | 7.2698* | 0.6026* | √ | |
B11 | 0.1076 | 0.7659* | 0.5189* | 8.3519* | 0.6479* | √ | |
B12 | 0.4287* | 0.7719* | 0.4605* | 5.6679* | 0.4910* | √ | √ |
B13 | 0.5114* | 0.7754* | 0.2266 | 3.0738* | 0.6257* | √ | |
B14 | 0.1537 | 0.7701* | 0.3443 | 5.5538* | 0.5017* | ||
B15 | 0.5956* | 0.7839 | 0.2181 | 0.6658 | 0.6637* | ||
B16 | 0.3743* | 0.7833 | 0.1110 | 1.8150 | 0.6253* | ||
B17 | 0.6986* | 0.7752* | 0.4340* | 4.3566* | 0.1904 | √ | |
B18 | 0.3985* | 0.7788 | 0.2065 | 3.1371* | 0.3861 | ||
B19 | 0.3729* | 0.7690* | 0.5217* | 7.7453* | 0.5102* | √ | √ |
B20 | 0.4263* | 0.7704* | 0.4233* | 6.2262* | 0.4694* | √ | √ |
B21 | 0.5608* | 0.7727* | 0.5755* | 7.0495* | 0.6480* | √ | √ |
B22 | 0.3586* | 0.7732* | 0.3726 | 5.0186* | 0.6386* | √ | |
B23 | 0.4078* | 0.7747* | 0.2380 | 3.6880* | 0.3728 | ||
B24 | 0.4036* | 0.7701* | 0.3664 | 7.6728* | 0.3398 | ||
B25 | −0.0693 | 0.7817 | 0.0964 | 0.6503 | 0.6128* | ||
B26 | 0.0981 | 0.7811 | 0.0736 | 1.5413 | 0.6299* | ||
B27 | 0.1912 | 0.7745* | 0.3755 | 4.6316* | 0.6877* | ||
B28 | 0.5721* | 0.7750* | 0.4149* | 4.8409* | 0.4470* | √ | √ |
B29 | 0.4121* | 0.7733* | 0.3727 | 5.1077* | 0.3892 | ||
B30 | 0.1868 | 0.7717* | 0.3145 | 5.1113* | 0.4890* | ||
B31 | 0.3664* | 0.7795 | 0.2044 | − 0.7260 | 0.4446* | ||
B32 | 0.3289* | 0.7756* | 0.4758* | 3.2981* | 0.4370* | √ | √ |
B33 | 0.6003* | 0.7696* | 0.5738* | 6.2249* | 0.5290* | √ | √ |
B34 | 0.1267 | 0.7738* | 0.3069 | 3.2000* | 0.7324* | ||
B35 | 0.5312* | 0.7725* | 0.5139* | 5.6521* | 0.6615* | √ | √ |
B36 | 0.4733* | 0.7765* | 0.4241* | 3.8774* | 0.6434* | √ | √ |
B37 | 0.2295 | 0.7731* | 0.4523* | 5.1986* | 0.6925* | √ | |
B38 | 0.5854* | 0.7757* | 0.4700* | 3.9140* | 0.6335* | √ | √ |
B39 | 0.3592* | 0.7848 | 0.1114 | − 1.2338 | 0.4136* | ||
B40 | 0.5565* | 0.7689* | 0.5480* | 6.7172* | 0.5877* | √ | √ |
N = 430
* The related item was appropriate to be retained after analyzing by one of selection method
[1] Test-retest reliability analysis: if the Spearman rank correlation coefficient was larger than 0.30 (P < 0.05), then the related item was appropriate to be retained
[2] Cronbach’s alpha analysis: If the standardized Cronbach’s α of scale was less than that after eliminating some item, than the related item was not appropriate to be retained
[3] Correlation analysis: Comparing the score of some item with that of dimension it belonged to. If the Spearman rank correlation coefficient was larger than 0.40 (P < 0.05), then the related item was appropriate to be retained
[4] Distinguishability analysis: Comparing the raw scores of some item between the high-score group of scale (P75) and low-score group of scale (P25). If the P-value of Wilcoxon rank sum test was less than 0.05, then the related item was appropriate to be retained
[5] Factor analysis: If the factor loading of some item was larger than 0.40, then the related item was appropriate to be retained
[6] If less than 2 selection methods indicated that some item was not appropriate to be retained, than the related item would be retain in the long form
[7] If each selection method indicated that some item was appropriate to be retained, than the related item would be retain in the short form