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. 2020 Apr 6;8(4):e17258. doi: 10.2196/17258

Table 7.

Results of the hypotheses testing.

Indicator (abbreviation) Model I Model II Model III Hypothesis test

Path coefficient P value Path coefficient P value Path coefficient P value
Perceived information quality (PIQ) .250 .001 .196 .003 .209 .003 Hypothesis 1 was supported
Perceived system quality (PSQ) .205 .02 .179 .03 .178 .03 Hypothesis 2 was supported
Social media influence (SMI) .302 <.001 .261 <.001 .254 <.001 Hypothesis 3 was supported
Attitude (AT) .558 <.001 .558 <.001 .558 <.001 Hypothesis 5 was supported
Health consciousness (HC) N/Aa N/A .294 <.001 .269 <.001 N/A
PIQ × HC N/A N/A N/A N/A .101 .17 Hypothesis 4a was not supported
PSQ × HC N/A N/A N/A N/A .044 .56 Hypothesis 4b was not supported
SMI × HC N/A N/A N/A N/A .124 .04 Hypothesis 4c was reverse supported
Age .054 .25 .055 .24 .055 .25 N/A
Gender .028 .62 .028 .60 .029 .60 N/A
Education -.090 .28 .013 .83 .013 .83 N/A
Work .013 .83 .090 .28 .090 .28 N/A
R2 .333 N/A .411 N/A .434 N/A N/A
R2 adjusted .325 N/A .401 N/A .418 N/A N/A

aNot applicable.