Table 4

Results of the hypotheses tests

HypothesesPath coefficientSEt-valuep-valueSign. effect?
H1Perceived usefulness → Perceived benefits0.3000.0436.932≤0.001
H2Perceived ease of use → Perceived benefits0.2380.0475.057≤0.001
H3Enjoyment → Perceived benefits0.3270.0516.409≤0.001
H4System quality → Perceived benefits0.1480.0473.171≤0.001
H5System diversity → Perceived benefits0.0120.0480.2570.796×
H6Device annoyance → Perceived costs0.2060.0514.022≤0.001
H7Surveillance anxiety → Perceived costs0.0160.0630.2580.794×
H8Security/privacy risk → Perceived costs0.2750.0753.656≤0.001
H9Perceived benefits → Value-in-use0.6470.04514.448≤0.001
H10Perceived costs → Value-in-use−0.2080.049−4.202≤0.001
H11Value-in-use → Continuance intention0.7470.02727.788≤0.001

Note(s):

Standard errors (SE), t-, and p-values are computed with 10,000 bootstrap resamples

Source(s): Authors’ own work

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