Table 7. Hypothesis test Research...

Table 7.

Hypothesis test

Research hypothesis	ß	SD	Statistics t (\|O/SD\|)	p-value	CI 2.5%	CI 97.5%	Decision
Direct effects
H1. PP → PT	0.048	0.108	0.443	0.658	−0.165	0.255	Not supported
H2. PP → PU	0.238	0.134	1.781	0.075	−0.022	0.492	Not supported
H3. PP → ATT	−0.004	0.120	0.034	0.973	−0.272	0.202	Not supported
H4. PP → ITU	0.622	0.123	5.058	0.000	0.397	0.877	Supported
H5. GS → PT	0.391	0.050	7.852	0.000	0.293	0.487	Supported
H6. GS → PU	0.243	0.048	5.063	0.000	0.149	0.337	Supported
H7. GS → ATT	0.145	0.040	3.624	0.000	0.069	0.225	Supported
H8. GS → ITU	0.002	0.046	0.050	0.960	−0.082	0.100	Not supported
H9. PS → PT	0.510	0.121	4.213	0.000	0.277	0.746	Supported
H10. PS → PU	0.470	0.143	3.279	0.001	0.199	0.759	Supported
H11. PS → ATT	0.821	0.133	6.180	0.000	0.694	1.118	Supported
H12. PS → ITU	−0.099	0.161	0.616	0.538	−0.419	0.217	Not supported
H13a. ATT → ITU	0.327	0.102	3.201	0.001	0.126	0.533	Supported
H14a. PT → ITU	−0.120	0.060	2.007	0.045	−0.238	−0.002	Not supported
H15a. PU → ITU	0.191	0.095	2.012	0.044	0.011	0.377	Supported
Indirect effects
H13b. PP → ATT → ITU	−0.001	0.043	0.031	0.975	−0.104	0.067	Not supported
H13c. GS → ATT → ITU	0.047	0.020	2.338	0.019	0.016	0.099	Supported
H13d. PS → ATT → ITU	0.269	0.102	2.622	0.009	0.109	0.512	Supported
H14b. PP → PT → ITU	−0.006	0.016	0.363	0.717	−0.048	0.019	Not supported
H14c. GS → PT → ITU	−0.047	0.025	1.871	0.061	−0.098	−0.001	Not supported
H14d. PS → PT → ITU	−0.061	0.034	1.785	0.074	−0.143	−0.006	Not supported
H15b. PP → PU → ITU	0.045	0.031	1.453	0.146	0.003	0.136	Not supported
H15c. GS → PU → ITU	0.046	0.026	1.787	0.074	0.005	0.106	Not supported
H15d. PS → PU → ITU	0.090	0.062	1.454	0.146	0.006	0.246	Not supported

Research hypothesis	ß	SD	Statistics t (\|O/SD\|)	p-value	CI 2.5%	CI 97.5%	Decision
Direct effects
H1. PP → PT	0.048	0.108	0.443	0.658	−0.165	0.255	Not supported
H2. PP → PU	0.238	0.134	1.781	0.075	−0.022	0.492	Not supported
H3. PP → ATT	−0.004	0.120	0.034	0.973	−0.272	0.202	Not supported
H4. PP → ITU	0.622	0.123	5.058	0.000	0.397	0.877	Supported
H5. GS → PT	0.391	0.050	7.852	0.000	0.293	0.487	Supported
H6. GS → PU	0.243	0.048	5.063	0.000	0.149	0.337	Supported
H7. GS → ATT	0.145	0.040	3.624	0.000	0.069	0.225	Supported
H8. GS → ITU	0.002	0.046	0.050	0.960	−0.082	0.100	Not supported
H9. PS → PT	0.510	0.121	4.213	0.000	0.277	0.746	Supported
H10. PS → PU	0.470	0.143	3.279	0.001	0.199	0.759	Supported
H11. PS → ATT	0.821	0.133	6.180	0.000	0.694	1.118	Supported
H12. PS → ITU	−0.099	0.161	0.616	0.538	−0.419	0.217	Not supported
H13a. ATT → ITU	0.327	0.102	3.201	0.001	0.126	0.533	Supported
H14a. PT → ITU	−0.120	0.060	2.007	0.045	−0.238	−0.002	Not supported
H15a. PU → ITU	0.191	0.095	2.012	0.044	0.011	0.377	Supported
Indirect effects
H13b. PP → ATT → ITU	−0.001	0.043	0.031	0.975	−0.104	0.067	Not supported
H13c. GS → ATT → ITU	0.047	0.020	2.338	0.019	0.016	0.099	Supported
H13d. PS → ATT → ITU	0.269	0.102	2.622	0.009	0.109	0.512	Supported
H14b. PP → PT → ITU	−0.006	0.016	0.363	0.717	−0.048	0.019	Not supported
H14c. GS → PT → ITU	−0.047	0.025	1.871	0.061	−0.098	−0.001	Not supported
H14d. PS → PT → ITU	−0.061	0.034	1.785	0.074	−0.143	−0.006	Not supported
H15b. PP → PU → ITU	0.045	0.031	1.453	0.146	0.003	0.136	Not supported
H15c. GS → PU → ITU	0.046	0.026	1.787	0.074	0.005	0.106	Not supported
H15d. PS → PU → ITU	0.090	0.062	1.454	0.146	0.006	0.246	Not supported

Note(s):

GS = Government support; PT = perceived trust; PU = perceived usefulness; ATT = attitude; PS = perceived security; PP = perceived privacy; ITU = intention to use; CI = confidence interval

Source(s): Authors’ own work

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