Table 5 Path coefficients.

From: Predicting m-health acceptance from the perspective of unified theory of acceptance and use of technology

Hypo

 

Beta

SE

t

CI (Min.)

CI (Max.)

p

r2

f2

Decision

Factors intention to use e-doctor

 H1

HCS → UIA

0.007

0.052

0.14

− 0.082

0.090

0.444

 

0.006

Rejected

 H2

HMO → UIA

0.065

0.045

1.453

− 0.006

0.143

0.073

0.515

0

Rejected

 H3

PTA → UIA

0.134

0.042

3.171

0.068

0.208

0.001

 

0.019

Accepted

 H4

PCM → UIA

0.389

0.047

8.235

0.305

0.460

0.000

 

0.148

Accepted

 H5

PPP → UIA

0.073

0.018

4.137

0.042

0.100

0.000

 

0.009

Accepted

 H6

PUS → UIA

0.121

0.059

2.055

0.035

0.228

0.020

 

0.014

Accepted

 H7

PCN → UIA

0.201

0.051

3.974

0.111

0.277

0.001

 

0.043

Accepted

Factor affecting adoption to use e-doctor

 H8

UIA → ADA

0.172

0.034

5.084

0.119

0.229

0.000

 

0.016

Accepted

 H9

PPV → ADA

0.216

0.039

5.612

0.151

0.277

0.000

0.101

0.029

Accepted

Mediating effect

 H10

HCS → UIA → ADA

0.001

0.009

0.136

− 0.014

0.016

0.446

  

Rejected

 

HMO → UIA → ADA

0.011

0.008

1.396

− 0.001

0.025

0.081

  

Rejected

 

PTA → UIA → ADA

0.023

0.008

2.859

0.011

0.038

0.002

  

Accepted

 

PCM → UIA → ADA

0.067

0.015

4.374

0.043

0.094

0.000

  

Accepted

 

PPP → UIA → ADA

0.013

0.004

2.985

0.006

0.020

0.001

  

Accepted

 

PUS → UIA → ADA

0.021

0.012

1.677

0.005

0.046

0.047

  

Accepted

 

PCN → UIA → ADA

0.035

0.011

3.232

0.017

0.052

0.001

  

Accepted

Moderating effect

 H11

PPV x UIA → ADA

0.026

0.018

1.472

0.000

0.058

0.007

 

0.003

Accepted

  1. HCS: Health consciousness; HMO: Health Motivation; PTA: Perceived Technology Accuracy; PCM: Perceived critical mass; PPP: Perceived privacy protection; PUS: Perceived usefulness; PCN: Perceived Convenience; UIA: Intention to use m-Health App; PPV: Perceived product value; ADA: Adoption of m-Health App. SE: Standard Error, t: T statistics, p: probability/p value, Beta: path coefficient, r2 = R squared/determinant coefficient, f2 = effect size.