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Table 2 Relative direct and indirect effects of the predictors on an individual’s intention to comply with a medical recommendation

From: Compliance with medical recommendations depending on the use of artificial intelligence as a diagnostic method

Effects

ß

SE

p [95% CI]

Direct effects on the mediators

   

Constant

3.66

0.16

< 0.001

Physician → social presence

1.95

0.23

< 0.001

Physician plus AI → social presence

1.76

0.23

< 0.001

Disease severity → social presence

0.21

0.23

0.35

Physician × disease severity → social presence

− 0.32

0.32

0.32

Physician plus AI × disease severity → social presence

− 0.38

0.32

0.24

Constant

5.98

0.11

< 0.001

Physician → perceived innovativeness

− 0.41

0.15

0.002

Physician plus AI → perceived innovativeness

0.05

0.15

0.73

Disease severity → perceived innovativeness

0.07

0.15

0.66

Physician × disease severity → perceived innovativeness

− 0.27

0.21

0.20

Physician plus AI × disease severity → perceived innovativeness

0.01

0.21

0.98

Direct effects on the dependent variable

   

Constant

2.96

0.27

< 0.001

Physician → compliance intention

0.40

0.14

0.005

Physician plus AI → compliance intention

0.27

0.14

0.05

Social presence → compliance intention

0.11

0.03

< 0.001

Perceived innovativeness → compliance intention

0.37

0.04

< 0.001

Disease severity → compliance intention

0.15

0.13

0.24

Physician × disease severity → compliance intention

− 0.24

0.19

0.20

Physician plus AI × disease severity → compliance intention

− 0.40

0.19

0.03

Indirect effects via the mediators

  

Physician, total indirect effect

0.07

[− 0.12, 0.29]

 Via social presence

0.22

[0.09, 0.39]

 Via perceived innovativeness

− 0.15

[− 0.28, − 0.04]

Physician plus AI, total indirect

0.22

[0.03, 0.41]

 Via social presence

0.20

[0.07, 0.36]

 Via perceived innovativeness

0.02

[− 0.09, 0.12]

  1. The experimental group that was assigned to the automated AI tool as the diagnostic method served as the reference group for comparison with dummy one (physician) and dummy two (physician plus AI)
  2. ß = Unstandardized path coefficient, SE = Standard error, p = Significance, CI = Confidence interval