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. 2021 Jan 20;23(1):e21834. doi: 10.2196/21834

Table 3.

Item loading and validity.

Construct/Item Factor loading Cronbach α Composite reliability Average variance extracted
Model 1 Model 2 Model 1 Model 2 Model 1 Model 2 Model 1 Model 2
PUa .754 .740 0.790 0.740 0.387 0.416

PU1 0.664 0.665






PU2 0.652 0.651






PU3 0.577 b






PU4 0.551






PU5 0.640 0.639






PU6 0.640 0.625





PEUc .743 .743 0.747 0.748 0.425 0.426

PEU1 0.623 0.629






PEU2 0.665 0.658






PEU3 0.645 0.646






PEU4 0.673 0.676





FRd .744 .744 0.745 0.745 0.495 0.494

FR1 0.648 0.647






FR2 0.734 0.734






FR3 0.725 0.725





PRRe .829 .829 0.840 0.840 0.640 0.640

PRR1 0.867 0.867






PRR2 0.873 0.874






PRR3 0.638 0.637





SRf .702 .702 0.706 0.706 0.547 0.547

SR1 0.789 0.789






SR2 0.687 0.687





TRg .761 .761 0.761 0.761 0.614 0.614

TR1 0.786 0.786






TR2 0.781 0.781





PSRh .754 .754 0.768 0.768 0.529 0.529

PSR1 0.813 0.813






PSR2 0.766 0.765






PSR3 0.583 0.583





PIi .745 .745 0.753 0.753 0.509 0.509

PI1 0.575 0.575






PI2 0.792 0.792






PI3 0.754 0.754





BIj .790 .790 0.789 0.789 0.556 0.556

BI1 0.768 0.768






BI2 0.768 0.768






BI3 0.698 0.697





aPU: perceived usefulness.

bNot available.

cPEU: perceived ease of use.

dFR: financial risk.

ePRR: privacy risk.

fSR: social risk.

gTR: time risk.

hPSR: psychological risk.

iPI: personal innovativeness.

jBI: behavior intention.