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. 2026 Aug 31;17:1857351. doi: 10.3389/fpsyg.2026.1857351

Table 3.

Measurement model (convergent validity and reliability).

Construct Item Loadings CA CR AVE VIF
Perceived integration (PI) PI1 0.927 0.912 0.945 0.851 3.460
PI2 0.937
PI3 0.902
Content satisfaction (CS) CS1 0.919 0.929 0.949 0.823 3.247
CS2 0.889
CS3 0.911
CS4 0.911
Social satisfaction (SS) SS1 0.884 0.897 0.936 0.829 3.125
SS2 0.932
SS3 0.916
Process satisfaction (PS) PS1 0.900 0.937 0.955 0.842 3.067
PS2 0.937
PS3 0.894
PS4 0.938
System functionality overload (SFO) SFO1 0.864 0.876 0.919 0.791 1.015
SFO2 0.854
SFO3 0.946
Information overload (IO) IO1 0.859 0.931 0.912 0.722 1.014
IO2 0.893
IO3 0.812
IO4 0.834
Social overload (SO) SO1 0.862 0.872 0.906 0.763 1.004
SO2 0.903
SO3 0.855
Continuance intention (CI) CI1 0.966 0.962 0.975 0.929 DV
CI2 0.968
CI3 0.959