Table 3.
Predicted job satisfaction from partial proportional odds ordered logistic regression with robust standard errors.
| Model 1 | Model 2 | Model 3 | Model 4 | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Coef | SE | OR | Coef | SE | OR | Coef | SE | OR | Coef | SE | OR | |||||
| Work location status | ||||||||||||||||
| Work from home | −0.42 | (0.21) | * | 0.65 | −0.55 | (0.22) | * | 0.58 | 0.18 | (0.21) | 1.19 | 0.06 | (0.24) | 1.07 | ||
| Gender | ||||||||||||||||
| Michelle | 0.11 | (0.20) | 1.12 | 0.10 | (0.21) | 1.10 | 0.08 | (0.21) | 0.22 | 0.06 | (0.22) | 1.06 | ||||
| Work-to-family (WTF) conflict | ^ | ^ | ||||||||||||||
| Sometimes (outcome: 1 vs. 2 and 3) | – | – | – | 0.07 | (0.44) | 1.07 | – | – | – | 0.08 | (0.48) | 1.08 | ||||
| Sometimes (outcome: 1 and 2 vs. 3) | – | – | – | −1.27 | (0.37) | ** | 0.28 | – | – | – | −1.21 | (0.43) | ** | 0.30 | ||
| Often/always | – | – | – | −0.76 | (0.41) | 0.47 | – | – | – | −0.71 | (0.45) | 0.49 | ||||
| Family-to-work (FTW) conflict | ^ | ^ | ||||||||||||||
| Sometimes | – | – | – | −0.52 | 0.33 | 0.60 | – | – | – | −0.52 | (0.36) | 0.59 | ||||
| Often/always | – | – | – | −1.40 | 0.46 | *** | 0.25 | – | – | – | −1.40 | (0.48) | ** | 0.25 | ||
| Job rewards | – | – | – | – | – | – | 0.24 | (0.04) | *** | 1.27 | 0.23 | (0.04) | *** | 1.26 | ||
| AIC | 800 | 759 | 746 | 710 | ||||||||||||
***p < 0.001, **p < 0.01, *p < 0.05, based on coefficient z-tests; ^p < 0.05 based on chi-square test of the overall effect; all models control for respondents’ gender, age, race, ethnicity, work from home experience, and education, along with manipulated management status; outcome 1 is neutral or dissatisfied, outcome 2 is very satisfied, outcome 3 is completely satisfied; proportional odds assumption is not violated for Models 1 and 3, and these models revert to the standard ordered logit model with robust standard errors; proportional odds assumption is violated for the sometimes category of work-to-family conflict in Models 2 and 4; n = 518.