Table 3.
Average Marginal Effects (AME) of student loan debt in two-way interactions via tests of the second cross-partial derivatives.
| DV | Effect | ∂y∂x | SE | z | p | LCI | HCI |
|---|---|---|---|---|---|---|---|
| Audit | ∂/∂Studcnt Debt | 0.304 | 0.266 | 1.14 | 0.253 | −0.218 | 0.825 |
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| @SESI=−3 | −0.706 | 0.335 | −2.11 | 0.035 | −1.363 | −0.049 | |
| @SESI=−2 | 0.039 | 0.266 | 0.14 | 0.885 | −0.482 | 0.559 | |
| @SESI=−1 | 0.869 | 0.268 | 3.24 | 0.001 | 0.344 | 1.394 | |
| @SESI= 0 | 1.820 | 0.352 | 5.17 | <0.001 | 1.13 | 2.51 | |
| @SESI= 1 | 2.942 | 0.521 | 5.65 | <0.001 | 1.922 | 3.963 | |
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| ∂^2/∂SI@ Student Debt | 0.855 | 0.163 | 5.25 | <0.001 | 0.536 | 1.175 | |
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| Anxiety | ∂/∂ Student Debt | 0.685 | 0.359 | 1.91 | 0.057 | −0.019 | 1.389 |
| @SESI=−3 | −0.273 | 0.399 | −0.68 | 0.494 | −1.054 | 0.509 | |
| @SESI=−2 | 0.223 | 0.321 | 0.70 | 0.486 | −0.405 | 0.852 | |
| @SESI=−1 | 0.879 | 0.336 | 2.62 | 0.009 | 0.22 | 1.537 | |
| @SESI= 0 | 1.769 | 0.539 | 3.28 | 0.001 | 0.712 | 2.825 | |
| @SESI= 1 | 3.008 | 1.011 | 2.97 | 0.003 | 1.025 | 4.99 | |
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| ∂^2/∂SI@ Student Debt | 0.745 | 0.301 | 2.48 | 0.013 | 0.155 | 1.334 | |
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| Stress | ∂/∂ Student Debt | 1.268 | 0.462 | 2.75 | 0.006 | 0.364 | 2.173 |
| @SESI=−3 | 0.036 | 0.567 | 0.06 | 0.949 | −1.076 | 1.148 | |
| @SESI=−2 | 0.725 | 0.461 | 1.57 | 0.116 | −0.179 | 1.628 | |
| @SESI=−1 | 1.621 | 0.487 | 3.33 | 0.001 | 0.665 | 2.576 | |
| @SESI= 0 | 2.790 | 0.774 | 3.60 | <0.001 | 1.273 | 4.308 | |
| @SESI= 1 | 4.323 | 1.349 | 3.21 | 0.001 | 1.68 | 6.966 | |
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| ∂^2/∂SI@ Student Debt | 0.948 | 0.374 | 2.53 | 0.011 | 0.214 | 1.681 | |
Note. N = 331. Student debt = total self reported student loan debt from all sources and was coded 0 (no loans), 1 (with loans < $25K), 2 ( >=$25K & <$75K), and 3 >=$75K. SESI= SES-instability = perceived instability in one’s SES; higher values indicate greater instability. AUDIT = scores on the Alcohol Use Disorder Identification Test; higher scores indicate greater AUD risk. Anxiety and stress represent scores on the anxiety and stress subscales of the DASS-21; higher scores = greater symptom severity. ∂y∂x = partial derivative (average marginal effect). Significant effects are bolded.