Structural equation model (SEM) for turnover intention
| Variables | MODEL 2 (linear probability regression) | |||
|---|---|---|---|---|
| Level 1 | Level 2 | |||
| Outcome: Lonely (score ≥43) | Outcome: Intention to turnover in next year | |||
| Coeff. | p-value | Coeff. | p-value | |
| Lonely (score ≥ 43) | − | − | 16.1% | 0.000*** |
| Job and personal resource factors | ||||
| Social companionship [JR] | −0.14 | 0.000*** | −2.3% | 0.000*** |
| Good work-life balance [JR] | −0.07 | 0.000*** | −1.1% | 0.000*** |
| Satisfied with communication [JR] | −0.04 | 0.003** | −0.7% | 0.006** |
| Supportive work environment [JR] | −0.02 | 0.262 | −0.3% | 0.263 |
| Technology enables connection [JR] | −0.02 | 0.112 | −0.4% | 0.115 |
| Resilience [PR] | −0.36 | 0.000*** | −5.9% | 0.000*** |
| Less perceived alienation [PR] | −0.19 | 0.000*** | −3.1% | 0.000*** |
| Demographic characteristics | ||||
| Male | − | − | 6.7% | 0.000*** |
| Age | − | − | −0.7% | 0.000*** |
| White | − | − | −6.7% | 0.000*** |
| South region | − | − | 0.1% | 0.935 |
| Occupational characteristics | ||||
| Hours worked per week | − | − | −0.1% | 0.02* |
| Remote work arrangement | − | − | 3.7% | 0.111 |
| Work for public company | − | − | 1.6% | 0.463 |
| Company with 1,000+ employees | − | − | 3.9% | 0.017* |
| 5 years or more tenure | − | − | −8.5% | 0.000*** |
| Job satisfaction rating | − | − | −37.9% | 0.000*** |
| Variables | MODEL 2 (linear probability regression) | |||
|---|---|---|---|---|
| Level 1 | Level 2 | |||
| Lonely | − | − | 16.1% | 0.000*** |
| Social companionship [JR] | −0.14 | 0.000*** | −2.3% | 0.000*** |
| Good work-life balance [JR] | −0.07 | 0.000*** | −1.1% | 0.000*** |
| Satisfied with communication [JR] | −0.04 | 0.003** | −0.7% | 0.006** |
| Supportive work environment [JR] | −0.02 | 0.262 | −0.3% | 0.263 |
| Technology enables connection [JR] | −0.02 | 0.112 | −0.4% | 0.115 |
| Resilience [PR] | −0.36 | 0.000*** | −5.9% | 0.000*** |
| Less perceived alienation [PR] | −0.19 | 0.000*** | −3.1% | 0.000*** |
| Male | − | − | 6.7% | 0.000*** |
| Age | − | − | −0.7% | 0.000*** |
| White | − | − | −6.7% | 0.000*** |
| South region | − | − | 0.1% | 0.935 |
| Hours worked per week | − | − | −0.1% | 0.02* |
| Remote work arrangement | − | − | 3.7% | 0.111 |
| Work for public company | − | − | 1.6% | 0.463 |
| Company with 1,000+ employees | − | − | 3.9% | 0.017* |
| 5 years or more tenure | − | − | −8.5% | 0.000*** |
| Job satisfaction rating | − | − | −37.9% | 0.000*** |
Note(s): JR = job resource; PR = personal resource; *p < 0.05; **p < 0.01; ***p < 0.001
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