Skip to main content
. 2020 Oct 23;8(10):e18426. doi: 10.2196/18426

Table 6.

Ordinal logistic regression results of the influencing factors of the consultation effect.

Variable Regression coefficient Standard error Wald statistic P value
Educational background of the professionals

Computer science and communication professionals –0.31 0.19 2.63 .11

Medical professionals 0.09 0.04 4.09 .04

Management professionals –0.27 0.14 3.87 .049
Service mode

B2Bamode


Yes 1.25 2.45 0.26 .61


Nob N/Ac N/A N/A N/A

DTCdmode


Yes 3.54 1.20 8.68 .003


No N/A N/A N/A N/A

B2B2Cemode


Yes –0.57 1.15 0.25 .62


No N/A N/A N/A N/A
Investment amount (RMB)f (reference=less than 100,000 RMB)

>5 million –1.26 1.57 0.65 .42

1-5 million 0.01 1.04 0.00 .99

500,000-1 million –3.26 1.25 6.79 .01

100,000-500,000 –0.61 0.85 0.52 .47
Funds

Government financial support


Yes –0.70 0.92 0.58 .45


No N/A N/A N/A N/A

Hospital self-raising


Yes –1.47 1.17 1.57 .21


No N/A N/A N/A N/A

Research funding


Yes 3.72 1.51 6.09 .01


No N/A N/A N/A N/A

Corporate sponsorship


Yes –0.18 1.34 0.02 .89


No N/A N/A N/A N/A
Network types (reference=3G/4G)

Virtual private network 4.55 2.02 5.08 .02

Internet 4.75 2.00 5.67 .02
Data storage (reference=other)

Independent storage 1.41 1.22 1.34 .25

Sharing with other departments –0.16 1.29 0.02 .90

Sharing with other hospitals 3.66 1.79 4.19 .04

No storage –2.43 1.32 3.40 .07
Expertise level (reference=attending physician and above)

Chief physician and above 5.29 2.37 4.99 .03

Associate chief physician and above 1.01 0.82 1.51 .22
Duration of consultation per case (reference≤10 min)

60 min –11.10 3.50 10.06 .002

40-60 min –5.50 2.96 3.45 .06

30-40 min –7.83 3.05 6.61 .01

20-30 min –6.08 2.89 4.42 .04

10-20 min –3.37 2.66 1.61 .21
Charge

Yes 4.26 1.02 17.30 <.001

No N/A N/A N/A N/A

aB2B: business-to-business.

bReference.

cN/A: not applicable.

dDTC: direct-to-consumer.

eB2B2C: business-to-business-to-customer.

f1 RMB=US $0.14.