Table 3.
Multiple linear regression models for the causal steps mediation approach.
| Model 1: stress | Model 2: psychological | Model 3: psychological | Model 4: physical | Model 5: Physical | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Characteristic | Beta (95% CI) | p | Beta (95% CI) | p | Beta (95% CI) | p | Beta (95% CI) | p | Beta (95% CI) | p |
| Perceived stress | - | - | - | - | −0.23 (−0.24, −0.22) | <0.0001 | - | −0.11 (−0.12, −0.10) | <0.0001 | |
| Weight-related discrimination | 3.62 (3.06, 4.17) | <0.0001 | −1.11 (−1.35, −0.87) | <0.00001 | −0.29 (−0.50, −0.08) | 0.007 | −0.63 (−0.83, −0.43) | <0.0001 | −0.22 (−0.41, −0.02) | 0.028 |
| Adjusted | 21.18% | 23.35% | 45.14% | 23.75% | 31.57% | |||||
| Model significance | =100.8, p < 0.0001 | = 108.8, p < 0.0001 | = 270.4, p < 0.0001 | = 112.1, p < 0.0001 | = 152.9, p < 0.0001 | |||||
Model 1 tests the effect of weight-related discrimination (independent variable) on perceived stress (mediator); Model 2 tests the direct effect of weight-related discrimination on psychological wellbeing (outcome variable); Model 3 tests the effect of perceived stress on psychological wellbeing while adjusting for weight-related discrimination; Model 4 tests the direct effects of weight-related discrimination on physical wellbeing (outcome variable); Model 5 tests the effects of perceived stress on physical wellbeing while adjusting for weight-related discrimination. All five models were adjusted for age, body mass index, sex at birth, marital status, race and ethnicity, household income, and education. The full linear regression model, showing the effects of covariates, is in supplementary table S2.
CI: Confidence Interval.