Latent space models of the exchange of affirmations and corrections in the TC for women
| Variable | Affirmations model | Corrections model | ||||||
|---|---|---|---|---|---|---|---|---|
| 95% CI | 95% CI | |||||||
| Mean | Lower | Upper | Sig | Mean | Lower | Upper | Sig | |
| Intercept | −1.83 | −1.95 | −1.71 | * | −2.39 | −2.49 | −2.28 | * |
| Affirmation reciprocity | 0.14 | 0.10 | 0.18 | * | −0.09 | −0.15 | −0.04 | * |
| Affirmation transitive Closure | 0.00 | −0.03 | 0.02 | 0.00 | −0.03 | 0.02 | * | |
| Affirmation three cycle | 0.00 | −0.01 | 0.01 | 0.02 | 0.00 | 0.03 | * | |
| Affirmation indegree activity | 0.10 | 0.06 | 0.15 | * | 0.17 | 0.10 | 0.23 | * |
| Affirmation indegree popularity | 0.04 | −0.01 | 0.09 | 0.14 | 0.05 | 0.22 | * | |
| Affirmation outdegree activity | −0.07 | −0.10 | −0.05 | * | 0.12 | 0.09 | 0.16 | * |
| Affirmation out-isolation activity | −0.34 | −0.43 | −0.24 | * | −0.09 | −0.38 | 0.18 | |
| Affirmation same peer concentration | −0.15 | −0.20 | −0.10 | * | −0.13 | −0.20 | −0.06 | * |
| Correction reciprocity | −0.05 | −0.11 | 0.00 | 0.20 | 0.13 | 0.25 | * | |
| Correction transitive closure | 0.02 | −0.01 | 0.06 | −0.04 | −0.07 | 0.00 | ||
| Correction three cycles | 0.03 | 0.00 | 0.07 | −0.01 | −0.04 | 0.03 | ||
| Correction indegree activity | 0.03 | 0.00 | 0.07 | 0.13 | 0.07 | 0.19 | * | |
| Correction indegree popularity | 0.02 | −0.01 | 0.06 | 0.24 | 0.18 | 0.30 | * | |
| Correction outdegree activity | 0.05 | 0.02 | 0.08 | * | 0.06 | 0.01 | 0.10 | * |
| Correction out-isolation activity | −0.06 | −0.12 | 0.01 | −0.34 | −0.48 | −0.20 | * | |
| Correction same peer concentration | −0.05 | −0.12 | 0.01 | 0.16 | 0.09 | 0.23 | * | |
| <1 month activity | −0.18 | −0.24 | −0.12 | * | −0.18 | −0.28 | −0.08 | * |
| <1 month popularity | 0.11 | 0.06 | 0.16 | * | −0.02 | −0.10 | 0.06 | |
| >4 months activity | 0.04 | −0.02 | 0.08 | −0.07 | −0.14 | 0.00 | * | |
| >4 months popularity | −0.01 | −0.05 | 0.04 | −0.09 | −0.17 | −0.02 | * | |
| Admission time homophily | 0.23 | 0.10 | 0.37 | * | 0.51 | 0.29 | 0.74 | * |
| White activity | 0.27 | −0.01 | 0.58 | 0.14 | −0.04 | 0.33 | ||
| White popularity | −0.12 | −0.26 | 0.01 | 0.29 | 0.04 | 0.58 | * | |
| Race homophily | 0.05 | −0.06 | 0.15 | −0.08 | −0.33 | 0.14 | ||
| Age activity | 0.00 | −0.01 | 0.01 | −0.01 | −0.02 | 0.00 | ||
| Age popularity | 0.00 | −0.01 | 0.00 | 0.00 | −0.01 | 0.00 | ||
| Age homophily | 0.19 | 0.10 | 0.27 | * | −0.12 | −0.26 | 0.01 | |
| LSI-R activity | 0.01 | 0.00 | 0.03 | 0.00 | −0.01 | 0.01 | ||
| LSI-R popularity | 0.00 | 0.00 | 0.01 | 0.00 | 0.00 | 0.01 | ||
| LSI-R similarity | 0.00 | −0.10 | 0.10 | −0.03 | −0.19 | 0.12 | ||
| Staff affirmation indegree-activity | 0.02 | −0.01 | 0.04 | −0.03 | −0.06 | 0.00 | ||
| Staff affirmation indegree-popularity | 0.01 | −0.02 | 0.03 | −0.04 | −0.07 | 0.00 | * | |
| Staff correction indegree-activity | −0.01 | −0.04 | 0.02 | −0.03 | −0.06 | 0.01 | ||
| Staff correction indegree-popularity | 0.00 | −0.02 | 0.03 | −0.04 | −0.08 | −0.01 | * | |
| Whole unit effect of HT | −0.12 | −0.57 | 0.34 | −0.15 | −0.44 | 0.15 | ||
| Whole unit effect of staff HT | 0.13 | −0.33 | 0.59 | 0.15 | −0.15 | 0.44 | ||
| HT indegree activity | 0.24 | −0.09 | 0.54 | −0.52 | −1.01 | −0.07 | * | |
| Staff HT indegree activity | −0.35 | −0.70 | 0.02 | 0.54 | 0.03 | 1.08 | * | |
| HT outdegree popularity | 0.07 | −0.28 | 0.40 | −0.03 | −0.46 | 0.39 | ||
| HT reciprocity | −0.17 | −1.50 | 1.08 | −0.90 | −2.67 | 0.67 | ||
| Sender variance component | 0.30 | 0.24 | 0.38 | * | 0.17 | 0.12 | 0.22 | * |
| Receiver variance component | 0.08 | 0.05 | 0.11 | * | 0.13 | 0.09 | 0.18 | * |
| Day variance component | 0.74 | 0.66 | 0.81 | * | 0.54 | 0.49 | 0.61 | * |
| Variable | Affirmations model | Corrections model | ||||||
|---|---|---|---|---|---|---|---|---|
| 95% CI | 95% CI | |||||||
| Mean | Lower | Upper | Sig | Mean | Lower | Upper | Sig | |
| Intercept | −1.83 | −1.95 | −1.71 | * | −2.39 | −2.49 | −2.28 | * |
| Affirmation reciprocity | 0.14 | 0.10 | 0.18 | * | −0.09 | −0.15 | −0.04 | * |
| Affirmation transitive Closure | 0.00 | −0.03 | 0.02 | 0.00 | −0.03 | 0.02 | * | |
| Affirmation three cycle | 0.00 | −0.01 | 0.01 | 0.02 | 0.00 | 0.03 | * | |
| Affirmation indegree activity | 0.10 | 0.06 | 0.15 | * | 0.17 | 0.10 | 0.23 | * |
| Affirmation indegree popularity | 0.04 | −0.01 | 0.09 | 0.14 | 0.05 | 0.22 | * | |
| Affirmation outdegree activity | −0.07 | −0.10 | −0.05 | * | 0.12 | 0.09 | 0.16 | * |
| Affirmation out-isolation activity | −0.34 | −0.43 | −0.24 | * | −0.09 | −0.38 | 0.18 | |
| Affirmation same peer concentration | −0.15 | −0.20 | −0.10 | * | −0.13 | −0.20 | −0.06 | * |
| Correction reciprocity | −0.05 | −0.11 | 0.00 | 0.20 | 0.13 | 0.25 | * | |
| Correction transitive closure | 0.02 | −0.01 | 0.06 | −0.04 | −0.07 | 0.00 | ||
| Correction three cycles | 0.03 | 0.00 | 0.07 | −0.01 | −0.04 | 0.03 | ||
| Correction indegree activity | 0.03 | 0.00 | 0.07 | 0.13 | 0.07 | 0.19 | * | |
| Correction indegree popularity | 0.02 | −0.01 | 0.06 | 0.24 | 0.18 | 0.30 | * | |
| Correction outdegree activity | 0.05 | 0.02 | 0.08 | * | 0.06 | 0.01 | 0.10 | * |
| Correction out-isolation activity | −0.06 | −0.12 | 0.01 | −0.34 | −0.48 | −0.20 | * | |
| Correction same peer concentration | −0.05 | −0.12 | 0.01 | 0.16 | 0.09 | 0.23 | * | |
| <1 month activity | −0.18 | −0.24 | −0.12 | * | −0.18 | −0.28 | −0.08 | * |
| <1 month popularity | 0.11 | 0.06 | 0.16 | * | −0.02 | −0.10 | 0.06 | |
| >4 months activity | 0.04 | −0.02 | 0.08 | −0.07 | −0.14 | 0.00 | * | |
| >4 months popularity | −0.01 | −0.05 | 0.04 | −0.09 | −0.17 | −0.02 | * | |
| Admission time homophily | 0.23 | 0.10 | 0.37 | * | 0.51 | 0.29 | 0.74 | * |
| White activity | 0.27 | −0.01 | 0.58 | 0.14 | −0.04 | 0.33 | ||
| White popularity | −0.12 | −0.26 | 0.01 | 0.29 | 0.04 | 0.58 | * | |
| Race homophily | 0.05 | −0.06 | 0.15 | −0.08 | −0.33 | 0.14 | ||
| Age activity | 0.00 | −0.01 | 0.01 | −0.01 | −0.02 | 0.00 | ||
| Age popularity | 0.00 | −0.01 | 0.00 | 0.00 | −0.01 | 0.00 | ||
| Age homophily | 0.19 | 0.10 | 0.27 | * | −0.12 | −0.26 | 0.01 | |
| LSI-R activity | 0.01 | 0.00 | 0.03 | 0.00 | −0.01 | 0.01 | ||
| LSI-R popularity | 0.00 | 0.00 | 0.01 | 0.00 | 0.00 | 0.01 | ||
| LSI-R similarity | 0.00 | −0.10 | 0.10 | −0.03 | −0.19 | 0.12 | ||
| Staff affirmation indegree-activity | 0.02 | −0.01 | 0.04 | −0.03 | −0.06 | 0.00 | ||
| Staff affirmation indegree-popularity | 0.01 | −0.02 | 0.03 | −0.04 | −0.07 | 0.00 | * | |
| Staff correction indegree-activity | −0.01 | −0.04 | 0.02 | −0.03 | −0.06 | 0.01 | ||
| Staff correction indegree-popularity | 0.00 | −0.02 | 0.03 | −0.04 | −0.08 | −0.01 | * | |
| Whole unit effect of HT | −0.12 | −0.57 | 0.34 | −0.15 | −0.44 | 0.15 | ||
| Whole unit effect of staff HT | 0.13 | −0.33 | 0.59 | 0.15 | −0.15 | 0.44 | ||
| HT indegree activity | 0.24 | −0.09 | 0.54 | −0.52 | −1.01 | −0.07 | * | |
| Staff HT indegree activity | −0.35 | −0.70 | 0.02 | 0.54 | 0.03 | 1.08 | * | |
| HT outdegree popularity | 0.07 | −0.28 | 0.40 | −0.03 | −0.46 | 0.39 | ||
| HT reciprocity | −0.17 | −1.50 | 1.08 | −0.90 | −2.67 | 0.67 | ||
| Sender variance component | 0.30 | 0.24 | 0.38 | * | 0.17 | 0.12 | 0.22 | * |
| Receiver variance component | 0.08 | 0.05 | 0.11 | * | 0.13 | 0.09 | 0.18 | * |
| Day variance component | 0.74 | 0.66 | 0.81 | * | 0.54 | 0.49 | 0.61 | * |
Note:
*p <0.05
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