Table 3.
Results of hypothesis: path coefficients and statistical significance (n=5000 subsamples).a
Hypothesis | β (coefficient path) | t statistic | P value | Supported |
H1: Perceived ease of use → Perceived usefulness | .203 | 2.810 | .005 | Yesb |
H2: Perceived ease of use → Attitude toward using | .179 | 2.623 | .009 | Yesb |
H3: Perceived usefulness → Attitude toward using | .755 | 12.888 | <.001 | Yesc |
H4: Perceived usefulness → Behavioral intention to use | .415 | 3.442 | .001 | Yesc |
H5: Attitude toward using → Behavioral intention to use | .301 | 2.299 | .02 | Yesb |
H6: Health benefits → Perceived usefulness | .448 | 4.010 | <.001 | Yesc |
H7: Health benefits → Perceived ease of use | .640 | 14.948 | <.001 | Yesc |
H8: Promotion of health → Health benefits | .865 | 29.943 | <.001 | Yesc |
H9: Promotion of health → Behavioral intention to use | .210 | 2.108 | .03 | Yesd |
H10: Promotion Of Health → Perceived usefulness | .281 | 2.393 | .01 | Yesb |
aFor 5000 subsamples, we used a t distribution (4999) of students in single queue.
bP<.01 (t0.01;499=2.333843952).
cP<.001 (t0.001;499=3.106644601).
dP<.05 (t0.05;499=1.64791345).