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. 2018 Jan 9;20(1):e7. doi: 10.2196/jmir.7643

Table 3.

The GLM effects of predictors on individuals’ opinion leadership.

Predictors Local opinion leadership Global opinion leadership

Indegree In-closeness Betweenness

Coefficients Standard error Coefficients Standard error Coefficients Standard error
Intercept 1.57a 0.31 0.000002a 0.000000003 −53.76 29.67
Personal attributes






Activeness on Weibo 0.001a 0.0003 0.00000000006a 0.000000000003 0.89a 0.03

Verification −0.33a 0.05 −0.0000000007 0.0000000005 −17.36a 4.98

Location 0.02 0.01 0.0000000005a 0.0000000001 3.72a 1.05
Competence






Medical-focused 1.14a 0.30 0.000000001 0.000000003 −8.02 29.35
Social positions






The number of followers 0.01a 0.00008 0.00000000002a 0.0000000000008 0.02b 0.01

The number of followings −0.003 0.002 0.0000000002a 0.00000000002 0.34c 0.16

R2 34.4%
5.2%
4.2%
Control variable






Gender (female=1, male=0) −0.14a 0.03 −0.000000002a 0.0000000003 7.60c 3.16

R2 0.0%
0.0%
0.0%

Total R2 34.4%
5.2%
4.2%

aP<.001.

bP ≤.01.

cP<.05.