Results

Structural Equation Modeling

Model fit
Baseline test
Difference test
  AIC BIC n χ² df p Δχ² Δdf p
. . . . . . . . . .

Partial Least Squares SEM

Model fit
Baseline test
  AIC BIC n χ² df p
Model 1 24591.2 24842.6 315 4631.2 674 < .001
Note.  The following warning occured in the calculateHTMT() function: Intra-block and inter-block correlations between indicators must be either all-positive or all-negative.
Note.  WARNING! model Model 1: Absolute standardized loading estimates are NOT all <= 1
Note.  WARNING! model Model 1: Reliability estimates are NOT all <= 1

Parameter estimates

Weigths
Latent Indicator Estimate
PastUseM PastUse 1.0
Price PP1 1.0
AgeM Age 1.0
Curiosity CU1 0.3
  CU2 3.0×10-2
  CU3 1.1
  CU4 0.3
PerceivedEaseUse PEU1 0.3
  PEU2 0.2
  PEU3 0.2
  PEU4 0.3
  PEU5 0.2
PerceivedEnjoyment PE1 0.3
  PE2 0.3
  PE3 0.3
  PE4 0.3
PerceivedUsefulness PU1 0.2
  PU2 0.2
  PU3 0.2
  PU4 0.2
  PU5 0.2
AttitudePurchase AP1 0.2
  AP2 0.2
  AP3 0.2
  AP4 0.2
  AP5 0.2
AttitudeUse AU1 0.2
  AU2 0.2
  AU3 0.2
  AU4 0.2
  AU5 0.2
IntentionPurchase IP1 0.3
  IP2 0.3
  IP3 0.3
  IP4 0.2
IntentionUse IU1 0.3
  IU2 0.3
  IU3 0.3
  IU4 0.2
Factor Loadings
Latent Indicator Estimate
PastUseM PastUse 1.0
Price PP1 1.0
AgeM Age 1.0
Curiosity CU1 0.3
  CU2 3.1×10-2
  CU3 1.2
  CU4 0.3
PerceivedEaseUse PEU1 0.9
  PEU2 0.8
  PEU3 0.7
  PEU4 0.9
  PEU5 0.8
PerceivedEnjoyment PE1 0.9
  PE2 0.9
  PE3 0.9
  PE4 0.9
PerceivedUsefulness PU1 0.9
  PU2 0.9
  PU3 0.9
  PU4 0.9
  PU5 0.9
AttitudePurchase AP1 0.9
  AP2 0.9
  AP3 0.8
  AP4 0.8
  AP5 0.9
AttitudeUse AU1 1.0
  AU2 0.9
  AU3 0.8
  AU4 0.8
  AU5 0.9
IntentionPurchase IP1 1.0
  IP2 1.0
  IP3 1.0
  IP4 0.8
IntentionUse IU1 0.9
  IU2 0.9
  IU3 0.9
  IU4 0.8
Regression Coefficients
Outcome Predictor Estimate f²
PerceivedEaseUse PastUseM 0.1 1.1×10-2
  Price 5.5×10-2 2.3×10-3
  AgeM -0.2 1.8×10-2
  Curiosity 0.1 1.3×10-2
PerceivedEnjoyment Price 3.0×10-2 1.7×10-3
  PerceivedEaseUse 0.7 1.0
PerceivedUsefulness PastUseM -8.0×10-3 1.2×10-4
  Price 2.3×10-2 7.5×10-4
  AgeM 6.8×10-2 6.8×10-3
  PerceivedEaseUse 0.2 4.1×10-2
  PerceivedEnjoyment 0.6 0.3
AttitudePurchase PerceivedEaseUse 0.2 1.8×10-2
  PerceivedEnjoyment 0.2 1.3×10-2
  PerceivedUsefulness 0.3 6.4×10-2
AttitudeUse PerceivedEaseUse 0.3 9.1×10-2
  PerceivedEnjoyment 0.4 0.2
  PerceivedUsefulness 0.2 5.9×10-2
IntentionPurchase PerceivedEnjoyment -4.3×10-2 2.2×10-3
  PerceivedUsefulness 0.4 0.1
  AttitudePurchase 0.5 0.5
IntentionUse PastUseM 0.2 5.3×10-2
  AttitudeUse 0.6 0.7
Total effects
Outcome Predictor Estimate
PerceivedEaseUse PastUseM 0.1
  Price 5.5×10-2
  AgeM -0.2
  Curiosity 0.1
PerceivedEnjoyment PastUseM 7.4×10-2
  Price 6.9×10-2
  AgeM -0.1
  Curiosity 8.1×10-2
  PerceivedEaseUse 0.7
PerceivedUsefulness PastUseM 5.6×10-2
  Price 7.3×10-2
  AgeM -2.5×10-2
  Curiosity 6.9×10-2
  PerceivedEaseUse 0.6
  PerceivedEnjoyment 0.6
AttitudePurchase PastUseM 4.6×10-2
  Price 4.2×10-2
  AgeM -4.9×10-2
  Curiosity 5.2×10-2
  PerceivedEaseUse 0.5
  PerceivedEnjoyment 0.3
  PerceivedUsefulness 0.3
AttitudeUse PastUseM 7.1×10-2
  Price 5.9×10-2
  AgeM -9.1×10-2
  Curiosity 7.9×10-2
  PerceivedEaseUse 0.7
  PerceivedEnjoyment 0.6
  PerceivedUsefulness 0.2
IntentionPurchase PastUseM 4.2×10-2
  Price 4.6×10-2
  AgeM -3.1×10-2
  Curiosity 5.0×10-2
  PerceivedEaseUse 0.4
  PerceivedEnjoyment 0.3
  PerceivedUsefulness 0.5
  AttitudePurchase 0.5
IntentionUse PastUseM 0.2
  Price 3.7×10-2
  AgeM -5.7×10-2
  Curiosity 4.9×10-2
  PerceivedEaseUse 0.4
  PerceivedEnjoyment 0.3
  PerceivedUsefulness 0.1
  AttitudeUse 0.6

Structural Equation Modeling

Waiting for initialization of module: SEM