Table 2.
Two-level Negative Binomial Models Predicting Depressive Symptoms from Overall Social Network Bridginga b
| Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | |
|---|---|---|---|---|---|
| Overall network bridging (WP) c | 1.03** | 1.02* | 1.02 | 1.05** | 1.04* |
| [1.01,1.05] | [1.00,1.04] | [1.00,1.04] | [1.02,1.09] | [1.01,1.08] | |
| Overall network bridging (BP)d | 1.02 | 1.04* | 1.03+ | 1.06* | 1.07* |
| [0.99,1.06] | [1.00,1.07] | [1.00,1.06] | [1.01,1.11] | [1.01,1.12] | |
| Age 65–74 at R1 (Ref. 57–64) | 1.07 | 1.08 | 1.19+ | 1.19+ | |
| [0.91,1.25] | [0.93,1.25] | [0.98,1.45] | [0.99,1.43] | ||
| Age 75 + at R1 | 1.31+ | 1.28+ | 1.62** | 1.49* | |
| [0.97,1.77] | [0.97,1.71] | [1.16,2.27] | [1.08,2.06] | ||
| Overall network bridging (WP) × Age 65–74 at R1 | 0.95+ | 0.96+ | |||
| (Ref. 57–64) | [0.90,1.00] | [0.91,1.00] | |||
| Overall network bridging (WP) × Age 75+ at R1 | 0.96 | 0.96* | |||
| [0.92,1.01] | [0.92,1.00] | ||||
| Overall network bridging (BP) × Age 65–74 at R1 | 0.94+ | 0.95+ | |||
| (Ref. 57–64) | [0.89,1.01] | [0.89,1.01] | |||
| Overall network bridging (BP) × Age 75+ at R1 | 0.92+ | 0.92* | |||
| [0.84,1.01] | [0.85,1.00] | ||||
| Time-varying age | 0.99 | 0.99 | 1.00 | 0.99 | |
| [0.98,1.01] | [0.98,1.01] | [0.98,1.02] | [0.98,1.01]] | ||
| Female | 1.13** | 1.16** | 1.15** | ||
| [1.04,1.23] | [1.06,1.27] | [1.05,1.26] | |||
| African American (Ref. White) | 1.13 | 1.03 | 1.03 | ||
| [0.97,1.31] | [0.89,1.19] | [0.88,1.19] | |||
| Hispanic | 1.07 | 0.99 | 1.00 | ||
| [0.87,1.33] | [0.82,1.20] | [0.83,1.21] | |||
| Marital status (Ref. married/partnered) | |||||
| Separated/divorced | 0.97 | 1.01 | 1.02 | ||
| [0.84,1.12] | [0.88,1.16] | [0.89,1.16] | |||
| Widowed | 1.24*** | 1.26*** | 1.27*** | ||
| [1.10,1.39] | [1.12,1.42] | [1.13,1.42] | |||
| College education (1 = Yes) | 0.80*** | 0.81*** | 0.81*** | ||
| [0.72,0.89] | [0.73,0.90] | [0.73,0.90] | |||
| Currently Retired (1 = Yes) | 0.95 | 0.95 | 0.95 | ||
| [0.88,1.03] | [0.88,1.03] | [0.88,1.03] | |||
| Chronic illness | 1.08*** | 1.08*** | 1.08*** | ||
| [1.04,1.11] | [1.04,1.11] | [1.04,1.11] | |||
| Functional disability | 1.34*** | 1.34*** | 1.34*** | ||
| [1.22,1.48] | [1.23,1.47] | [1.22,1.47] | |||
| Social network size | 0.94*** | 0.96* | 0.97 | 0.94*** | 0.97 |
| [0.91,0.97] | [0.92,0.99] | [0.94,1.01] | [0.91,0.97] | [0.94,1.01] | |
| Proportion of kin | 0.93 | 0.94 | 0.94 | ||
| [0.81,1.06] | [0.82,1.07] | [0.83,1.07] | |||
| Perceived support | 0.81*** | 0.81*** | |||
| [0.76,0.87] | [0.76,0.87] | ||||
| Perceived difficult ties | 1.28*** | 1.28*** | |||
| [1.21,1.35] | [1.21,1.35] | ||||
|
| |||||
| Fixed intercept (lnalpha) | 0.25*** | 0.24*** | 0.24*** | 0.24*** | 0.24*** |
| [0.21,0.29] | [0.20,0.28] | [0.20,0.29] | [0.20,0.29] | [0.20,0.28] | |
| Random effect: variance of the intercept | 1.87*** | 1.62*** | 1.49*** | 1.84*** | 1.49*** |
| [1.72,2.03] | [1.51,1.74] | [1.40,1.59] | [1.70,1.99] | [1.40,1.59] | |
|
| |||||
| AIC | 21900.2 | 21547.5 | 20992.2 | 21881.4 | 20993.9 |
| BIC | 21950.9 | 21693.3 | 21150.2 | 21976.5 | 21177.2 |
N of total person-years = 4,106. Estimates are weighted using NSHAP person weights and adjusted for attrition and selection using propensity scores. All models account for a multistage, clustered survey design. 95% confidence intervals in brackets.
p < 0.10,
p < 0.05,
p < 0.01,
p < 0.001
All models report incidence rate ratio and include round dummy indicators where t = 1–3. R1 = Round 1
Person-mean across waves (i.e., time-varying). WP=within-person.
Person-mean centered scores (i.e., time-invariant). BP=between-person.