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.