Table 2

CFA model testing results: factor loading estimates and residual variances

ItemNoveltyHuman interactionBenefitEthicsPEOUSocial influenceAttitudeIntentionVar(δ)b
Novelty11.000a (0.897)       0.196
Novelty20.975 (0.895)       0.198
Novelty30.977 (0.892)       0.205
Novelty40.865 (0.776)       0.398
Interaction1 1.000a (0.730)      0.467
Interaction2 1.047 (0.804)      0.353
Interaction3 1.039 (0.769)      0.408
Interaction4 0.862 (0.643)      0.587
Interaction5 1.066 (0.816)      0.334
Benefit1  1.000a (0.865)     0.251
Benefit2  1.005 (0.862)     0.257
Benefit3  0.870 (0.777)     0.396
Benefit4  0.854 (0.724)     0.476
Benefit5  1.034 (0.892)     0.204
Ethics1   1.000a(0.921)    0.152
Ethics2   1.003 (0.947)    0.102
Ethics3   0.992 (0.938)    0.120
PEOU1    1.000a (0.868)   0.247
PEOU2    0.984 (0.880)   0.226
PEOU3    0.984 (0.884)   0.218
PEOU4    0.935 (0.855)   0.268
PEOU5    1.058 (0.900)   0.191
Social1     1.000a (0.942)  0.113
Social2     0.978 (0.899)  0.192
Social3     1.027 (0.946)  0.106
Social4     0.967 (0.895)  0.199
Social5     1.021 (0.933)  0.130
Attitude1      1.000a (0.841) 0.338
Attitude2      0.998 (0.842) 0.291
Attitude3      1.002 (0.879) 0.228
Attitude4      1.056 (0.890) 0.207
Attitude5      0.967 (0.844) 0.288
Intention1       1.000a (0.933)0.129
Intention2       1.019 (0.944)0.108
Intention3       0.994 (0.892)0.204
Intention4       1.005 (0.912)0.167

Note(s): aLoadings are set to a fixed value of 1.000. Values in parentheses represent standardized loadings. All loadings demonstrate statistical significance at p < 0.001

Source(s): Authors’ own work

or Create an Account

Close subscription notice
Close access options