Table 3.
Mediation Analysis: Parental Ambivalence as a Mediator between Having an Adult Child with Serious Mental Illness (SMI) and Parental Health
| Model 1 (unadjusted for parent and child covariates) | Model 2 (adjusted for parent-level covariates) | Model 3 (adjusted for parent- and child-level covariates) | |||||||
|---|---|---|---|---|---|---|---|---|---|
| B | SE | 95% CI | B | SE | 95% CI | B | SE | 95% CI | |
| Depressive symptoms | |||||||||
| Path A | 0.14** | 0.05 | 0.12* | 0.05 | 0.14* | 0.06 | |||
| Path B | 3.38*** | 0.19 | 3 23*** | 0.19 | 3 17*** | 0.19 | |||
| Path C: total effect | 1.61** | 0.52 | 1.06* | 0.48 | 1.03* | 0.49 | |||
| Path C’: direct effect | 1.23* | 0.52 | 0.69 | 0.48 | 0.58 | 0.48 | |||
| Path A × B: indirect effect | 0.48** | 0.19 | [0.13, 0.85] | 0.37* | 0.17 | [0.03, 0.70] | 0.45* | 0.20 | [0.06, 0.84] |
| Model fit indices | RMSEA = .000; | RMSEA = .053; | RMSEA = .033; | ||||||
| SRMRw= .000; SRMRb= .000 | SRMRw= .000; SRMRb= .017 | SRMRw= .001; SRMRb= .014 | |||||||
| Psychological well-being | |||||||||
| Path A | 0.14* | 0.06 | 0.12* | 0.05 | 0.14* | 0.06 | |||
| Path B | −5 71*** | 0.28 | −5.42*** | 0.29 | −5.34*** | 0.30 | |||
| Path C: total effect | −1.62* | 0.79 | −1.56* | 0.75 | −1.74* | 0.78 | |||
| Path C’: direct effect | −0.82 | 0.81 | −0.93 | 0.78 | −0.98 | 0.79 | |||
| Path A × B: indirect effect | −0.81* | 0.31 | [−1.42, −0.20] | −0.63* | 0.29 | [−1.21, −0.06] | −0.77* | 0.33 | [−1.43, −0.13] |
| Model fit indices | RMSEA = .000; | RMSEA = .034; | RMSEA = .021; | ||||||
| SRMRw= .000; SRMRb= .000 | SRMRw= .000; SRMRb= .009 | SRMRw= .001; SRMRb= .009 | |||||||
| SF-12 Mental | |||||||||
| Path A | 0.15** | 0.06 | 0.12* | 0.05 | 0.15* | 0.06 | |||
| Path B | −1.96*** | 0.17 | −1.98*** | 0.18 | −1.87*** | 0.18 | |||
| Path C: total effect | −1.98*** | 0.50 | −1.69*** | 0.48 | −1.56** | 0.48 | |||
| Path C’: direct effect | −1.69** | 0.59 | −1.46** | 0.48 | −1.29 | 0.48 | |||
| Path A × B: indirect effect | −0.29** | 0.11 | [−0.51, −0.08] | −0.23* | 0.11 | [−0.45, −0.03] | −0.27* | 0.12 | [−0.51, −0.04] |
| Model fit indices | RMSEA = .000; | RMSEA = .061; | RMSEA = .035; | ||||||
| SRMRw= .000; SRMRb= .000 | SRMRw= .000; SRMRb= .022 | SRMRw= .000; SRMRb= .019 | |||||||
| Self-rated health | |||||||||
| Path A | 0.14** | 0.06 | 0.12* | 0.05 | 0.15* | 0.06 | |||
| Path B | −0.25*** | 0.02 | −0.26*** | 0.02 | −0.26*** | 0.02 | |||
| Path C: total effect | −0.18** | 0.06 | −0.19** | 0.06 | −0.21*** | 0.06 | |||
| Path C’: direct effect | −0.14* | 0.06 | −0.16* | 0.06 | −0.17** | 0.06 | |||
| Path A × B: indirect effect | −0.04* | 0.01 | [−0.06, −0.01] | −0.03* | 0.01 | [−0.06, −0.00] | −0.04* | 0.02 | [−0.07, −0.01] |
| Model fit indices | RMSEA = .000; | RMSEA = .184; | RMSEA = .076; | ||||||
| SRMRw= .000; SRMRb= .000 | SRMRw= .000; SRMRb= .038 | SRMRw= .000; SRMRb= .024 | |||||||
| Physical symptoms | |||||||||
| Path A | 0.15** | 0.06 | 0.12* | 0.05 | 0.16* | 0.06 | |||
| Path B | 1.06*** | 0.08 | 1 14*** | 0.09 | 1 17*** | 0.09 | |||
| Path C: total effect | 0.88*** | 0.21 | 0.70** | 0.21 | 0.80*** | 0.22 | |||
| Path C’: direct effect | 0.73** | 0.22 | 0.57** | 0.22 | 0.62** | 0.22 | |||
| Path A × B: indirect effect | 0.15** | 0.06 | [0.04, 0.27] | 0.13* | 0.06 | [0.01, 0.26] | 0.18* | 0.07 | [0.04, 0.33] |
| Model fit indices | RMSEA = .000; | RMSEA = .130; | RMSEA = .053; | ||||||
| SRMRw= .000; SRMRb= .000 | SRMRw= .000; SRMRb= .029 | SRMRw= .000; SRMRb= .018 | |||||||
| SF−12 Physical | |||||||||
| Path A | 0.14** | 0.06 | 0.12* | 0.05 | 0.15* | 0.06 | |||
| Path B | −2 41*** | 0.25 | −2.94*** | 0.29 | −3.04*** | 0.30 | |||
| Path C: total effect | −1.89** | 0.71 | −1.72* | 0.69 | −2.04** | 0.71 | |||
| Path C’: direct effect | −1.54* | 0.71 | −1.38* | 0.60 | −1.57* | 0.71 | |||
| Path A × B: indirect effect | −0.34* | 0.14 | [−0.62, −0.09] | −0.34* | 0.69 | [−0.67, −0.03] | −0.47* | 0.19 | [−0.87, −0.10] |
| Model fit indices | RMSEA = .000; | RMSEA = .253; | RMSEA = .105; | ||||||
| SRMRw= .000; SRMRb= .000 | SRMRw= .000; SRMRb= .056 | SRMRw= .000; SRMRb= .035 | |||||||
SE = Standard errors; CI = Confidence interval based on the Monte Carlo method (available at http://www.quantpsy.org); RMSEA = Root Mean Square Error of Approximation; SRMRw and SRMRb = Standardized Root Mean Square Residual, within-and between-level, respectively
Note. Multilevel structural equation modeling was estimated for each health outcome measure. Path A (Parents of an adult child with SMI → Parental ambivalence) was estimated controlling for child-level covariates (i.e., age, gender, biological relationship to parent, geographic proximity to parent, marital status, parental status, education, and working status) and parent-level covariates (i.e., age, gender, education, number of living children, marital status, Activities of Daily Living (ADLs) limitation, and history of mental health diagnosis); Path B (Parental ambivalence → Parental mental and physical health) was estimated controlling for child age and biological relationship to parent, as well as all parent-level covariates. ADLs limitation was controlled only for depressive symptoms, psychological well-being, and the SF-12 mental health models, and history of mental health diagnosis was controlled only for self-rated health, physical symptoms, and the SF-12 physical health models.
p<.05,
p<.01,
p<.001