Table 7.
Partial least squares-multigroup analysis results for the effect of source of information (as moderator).
| Hypothesis | Relationship | Social media (n=119) | Other channels (n=106) | Path difference | P value (social media vs other channels) | ||
|
|
|
t test | P value | t test | P value |
|
|
| Ha1 | CCb and PSc | 6.707 | <.001 | 3.854 | .01 | 0.111 | .35 |
| H2 | CC and PVd | 1.061 | .29 | 2.281 | .02 | –0.149 | .34 |
| H3 | IOe and SEf | 0.679 | .50 | 3.734 | .01 | 0.24 | .12 |
| H4 | IO and REg | 0.035 | .97 | 0.839 | .40 | 0.08 | .64 |
| H5 | IO and RCh | 1.19 | .23 | 2.616 | .009 | –0.099 | .58 |
| H6 | PS and SIi | 1.561 | .12 | 2.888 | .004 | –0.131 | .27 |
| H7 | PV and SI | 0.683 | .495 | 1.755 | .08 | –0.262 | .12 |
| H8 j | SE and SI | 3.783 | <.001 | 0.365 | .72 | .29 | .03 |
| H9 | RE and SI | 0.429 | .67 | 1.644 | .10 | –0.129 | .34 |
| H10 | RC and SI | 2.843 | .004 | 2.766 | .006 | 0.002 | .99 |
aH: hypothesis.
bCC: cyberchondria.
cPS: perceived severity.
dPV: perceived vulnerability.
eIO: Information overload.
fSE: self-efficacy.
gRE: response efficacy.
hRC: response cost.
iSI: self-isolation intention.
jSignificant relationships are shown in italics.