Table 2.
Linear regression analysis of the occurrence frequencies of the 5 predominant linguistic features and their respective 15 subcategories.
| Predictor | Estimate | SE | t-test | R 2 | p-value | |
|---|---|---|---|---|---|---|
| Predominant linguistic features | ||||||
| Social1 | Unemployment rate | −9.0e-05 | 2.37e-08 | −3.8 | 0.28 | 0.001 |
| Affect2 | Unemployment rate | 1.5e-04 | 2.941e-08 | 5.1 | 0.35 | <0.001 |
| Bio3 | Unemployment rate | 2.5e-05 | 1.0e-08 | 2.5 | 0.12 | 0.02 |
| CogMech4 | unemployment rate | 2.8e-05 | 1.217e-08 | 2.3 | 0.15 | 0.03 |
| Percept5 | Unemployment rate | 3.0e-05 | 1.111e-08 | 2.7 | 0.18 | 0.01 |
| Subcategories | ||||||
| Family | Unemployment rate | −2.0e-05 | 1.111e-08 | −1.8 | 0.08 | 0.08 |
| Positive emotion | Unemployment rate | −7.5e-06 | 5.357e-09 | −1.4 | 0.05 | 0.17 |
| Negative emotion | Unemployment rate | 1.7e-04 | 2.742e-08 | 6.2 | 0.52 | <0.001 |
| Anxiety | Unemployment rate | 1.1e-05 | 1.375e-08 | 0.8 | 0.03 | 0.42 |
| Anger | Unemployment rate | 8.0e-06 | 1.143e-08 | 0.7 | 0.02 | 0.48 |
| Sadness | Unemployment rate | 6.5e-05 | 1.512e-08 | 4.3 | 0.38 | 0.001 |
| Body | Unemployment rate | −2.3e-05 | 6.970e-09 | −3.3 | 0.25 | 0.002 |
| Health | Unemployment rate | −1.2e-04 | 2.553e-08 | −4.7 | 0.44 | <0.001 |
| Insight | Unemployment rate | −1.1e-05 | 5.238e-09 | −2.1 | 0.10 | 0.04 |
| Exclusive | Unemployment rate | 2.2e-05 | 1.048e-08 | 2.1 | 0.16 | 0.04 |
| Feel | Unemployment rate | 7.5e-06 | 1.25e-08 | 0.6 | 0.01 | 0.55 |
| I | Unemployment rate | 1.6e-04 | 2.712e-08 | 5.9 | 0.53 | <0.001 |
| Assent | Unemployment rate | 1.9e-05 | 8.636e-09 | 2.2 | 0.13 | 0.03 |
| Work | Unemployment rate | −1.1e-05 | 5.238e-09 | −2.1 | 0.10 | 0.04 |
| Achievement | Unemployment rate | −1.4e-04 | 2.545e-08 | −5.5 | 0.48 | <0.001 |
1Social: social process. 2Affect: affective process. 3Bio: biological process. 4CogMech: cognitive process. 5Percept: perceptual process.