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Table 5 Generalized linear regression of network-level characteristics; results are odds ratios associated with the likelihood of physician participation

From: Constructing within and between hospital physician social networks for modeling physician research participation

 

Full fixed effects model

Full random effects model\(^\star\)

 Term

OR (95% CI)

p-value

OR (95% CI)

p-value

Within Degree

1.01 (0.94, 1.09)

0.82

1.01 (0.94, 1.09)

0.8

Across Degree

1.01 (0.96, 1.054)

0.82

1.00 (0.95, 1.03)

0.92

Betweeness Centrality

1.00 (0.99, 1.00)

0.07

1.00 (1.00, 1.00)

0.05

\(WY_{wi,i}\)

1.05 (1.03, 1.07)

<0.01

1.05 (1.03, 1.07)

<0.01

\(WY_{ac,i}\)

1.00 (0.99, 1.01)

0.97

1.00 (0.99, 1.02)

0.89

  1. \(\star\) Variance of the random intercepts estimated to be zero
  2. Across participation rate is ln transformed and taken with respect to physician step