Table 3.
Results of convergent validity.
| Construct and items | Standardized factor loading (>0.7) | Composite reliability (>0.7) | Average variance extracted (>0.5) | |
| ITa identity | ||||
|
|
ITI–REL1b | 0.83 | 0.923 | 0.706 |
|
|
ITI–REL2 | 0.80 | N/Ac | N/A |
|
|
ITI–REL3 | 0.87 | N/A | N/A |
|
|
ITI–REL4 | 0.86 | N/A | N/A |
|
|
ITI–REL5 | 0.84 | N/A | N/A |
|
|
ITI–EMO1d | 0.80 | 0.917 | 0.689 |
|
|
ITI–EMO2 | 0.85 | N/A | N/A |
|
|
ITI–EMO3 | 0.83 | N/A | N/A |
|
|
ITI–EMO4 | 0.82 | N/A | N/A |
|
|
ITI–EMO5 | 0.85 | N/A | N/A |
|
|
ITI–DEP1e | 0.86 | 0.920 | 0.698 |
|
|
ITI–DEP2 | 0.87 | N/A | N/A |
|
|
ITI–DEP3 | 0.76 | N/A | N/A |
|
|
ITI–DEP4 | 0.79 | N/A | N/A |
|
|
ITI–DEP5 | 0.89 | N/A | N/A |
| IT mindfulness | ||||
|
|
ITM–ALT1f | 0.79 | 0.870 | 0.690 |
|
|
ITM–ALT2 | 0.82 | N/A | N/A |
|
|
ITM–ALT3 | 0.88 | N/A | N/A |
|
|
ITM–AW1g | 0.80 | 0.869 | 0.690 |
|
|
ITM–AW2 | 0.86 | N/A | N/A |
|
|
ITM–AW3 | 0.83 | N/A | N/A |
|
|
ITM–OP1h | 0.90 | 0.917 | 0.787 |
|
|
ITM–OP2 | 0.86 | N/A | N/A |
|
|
ITM–OP3 | 0.90 | N/A | N/A |
|
|
ITM–OR1i | 0.80 | 0.836 | 0.629 |
|
|
ITM–OR2 | 0.79 | N/A | N/A |
|
|
ITM–OR3 | 0.79 | N/A | N/A |
| Perceived health status | ||||
|
|
PHS1j | 0.80 | 0.918 | 0.737 |
|
|
PHS2 | 0.89 | N/A | N/A |
|
|
PHS3 | 0.84 | N/A | N/A |
|
|
PHS4 | 0.90 | N/A | N/A |
| Feature use behavior | ||||
|
|
FEAT1k | 0.86 | 0.895 | 0.681 |
|
|
FEAT2 | 0.81 | N/A | N/A |
|
|
FEAT3 | 0.80 | N/A | N/A |
|
|
FEAT4 | 0.83 | N/A | N/A |
| Enhanced use | ||||
|
|
ENH1l | 0.83 | 0.914 | 0.727 |
|
|
ENH2 | 0.87 | N/A | N/A |
|
|
ENH3 | 0.85 | N/A | N/A |
|
|
ENH4 | 0.86 | N/A | N/A |
| Continued intention to use | ||||
|
|
CIU1m | 0.82 | 0.953 | 0.801 |
|
|
CIU2 | 0.92 | N/A | N/A |
|
|
CIU3 | 0.92 | N/A | N/A |
|
|
CIU4 | 0.88 | N/A | N/A |
|
|
CIU5 | 0.93 | N/A | N/A |
| Positive word-of-mouth intention | ||||
|
|
PWOM1n | 0.82 | 0.881 | 0.712 |
|
|
PWOM2 | 0.87 | N/A | N/A |
|
|
PWOM3 | 0.84 | N/A | N/A |
aIT: information technology.
bITI–REL: IT identity–relatedness.
cN/A: not applicable.
dITI–EMO: IT identity–emotional energy.
eITI–DEP: IT identity–dependence.
fITM–ALT: IT mindfulness–alertness to distinction.
gITM–AW: IT mindfulness–awareness of multiple perspectives.
hITM–OP: IT mindfulness–openness to novelty.
iITM–OR: IT mindfulness–orientation in the present.
jPHS: perceived health status.
kFEAT: feature use behavior.
lENH: enhanced use.
mCIU: continued intention to use.
nPWOM: positive word-of-mouth intention.