Table 4 Hypotheses testing.

From: Patient acceptance of medical service robots in the medical intelligence era: an empirical study based on an extended AI device use acceptance model

 

Hypothesis

β

t-value

p

Result

H1a

Appearance Anthropomorphism → Performance Expectancy

−0.011

−0.201

0.840

Reject

H1b

Voice Anthropomorphism →Performance Expectancy

0.147

2.543

*

Support

H1c

Behavior Anthropomorphism → Performance Expectancy

−0.125

−02.161

0.031

Reject

H1d

Personality Anthropomorphism → Performance Expectancy

0.040

0.638

0.523

Reject

H2a

Appearance Anthropomorphism → Effort Expectancy

−0.176

−5.509

***

Support

H2b

Voice Anthropomorphism → Effort Expectancy

−0.395

−11.428

***

Support

H2c

Behavior Anthropomorphism → Effort Expectancy

−0.161

−4.673

***

Support

H2d

Personality Anthropomorphism → Effort Expectancy

−0.189

−5.132

***

Support

H3a

Appearance Anthropomorphism → Perceived Empathy

0.071

1.310

0.190

Reject

H3b

Voice Anthropomorphism → Perceived Empathy

0.224

3.918

***

Support

H3c

Behavior Anthropomorphism → Perceived Empathy

0.435

7.495

***

Support

H3d

Personality Anthropomorphism → Perceived Empathy

0.230

3.814

***

Support

H4a

Hedonic motivation → Performance Expectancy

0.668

12.981

***

Support

H4b

Hedonic motivation → Effort Expectancy

−0.083

−2.725

**

Support

H5a

Social Influence → Performance Expectancy

0.270

4.720

***

Support

H5b

Social Influence → Effort Expectancy

−0.042

−1.221

0.222

Reject

H6

Perceived Empathy → Interaction Quality

0.882

38.100

***

Support

H7

Performance Expectancy → Emotion

0.367

13.420

***

Support

H8

Effort Expectancy → Emotion

−0.157

−2.968

***

Support

H9

Interaction Quality → Emotion

0.505

10.267

***

Support

H10a

Emotion → Willingness to Use

0.830

30.927

***

Support

H10b

Emotion → Objection to Use

−0.854

−35.329

***

Support

  1. *p < 0.05, **p < 0.01, and ***p < 0.001.