Table 6 Results of hypothesis testing (CB-SEM).

From: Virtual resonance: analyzing IPA usage intensity under COVID-19's isolating canopy

H

Cause

Effect

β

T

P

Results

H1a

Affective risk perception

Parasocial interaction

− 0.024

0.285

0.388

Not supported

H1b

Affective risk perception

IPA usage intensity

0.064

0.724

0.234

Not supported

H2a

Cabin fever syndrome

Parasocial interaction

0.379

3.577

0.000

Supported

H2b

Cabin fever syndrome

IPA usage intensity

0.504

4.427

0.000

Supported

H3a

Loneliness

Parasocial interaction

0.226

2.015

0.022

Supported

H3b

Loneliness

IPA usage intensity

− 0.064

0.576

0.282

Not supported

H4

Parasocial interaction

IPA usage intensity

0.511

6.304

0.000

Supported

CV

Gender

Parasocial interaction

0.262

1.855

0.032

Significant

CV

Gender

IPA usage intensity

− 0.198

1.493

0.068

Not significant

CV

Age

Parasocial interaction

0.291

3.799

0.000

Significant

CV

Age

IPA usage intensity

0.071

0.981

0.163

Not significant

CV

IPA platform

Parasocial interaction

0.198

2.925

0.002

Significant

CV

IPA platform

IPA usage intensity

− 0.003

0.033

0.487

Not significant

  1. CV control variable.