Table 7.
Determinants of the Probability of Participants Defaulting on 401(k) Plan Loans Outstanding upon Job Termination
| Probability of defaulting on 401(k) loans outstanding (Probit) | |||||
|---|---|---|---|---|---|
| Mean | Estimate | (SE) | Marginal effect (%) | ||
| Plan design factors | |||||
| Multiple loans allowed | 0.48 | −0.063 | *** | 0.010 | −1.15 |
| Loan interest rate (%) | 7.08 | −0.004 | 0.003 | −0.07 | |
| Participant characteristics | |||||
| Age 35–45 | 0.31 | −0.029 | 0.013 | −0.53 | |
| Age 45–55 | 0.26 | −0.040 | *** | 0.014 | −0.73 |
| Age 55–60 | 0.10 | 0.021 | 0.019 | 0.37 | |
| Age > 60 | 0.07 | 0.070 | *** | 0.022 | 1.23 |
| Male | 0.48 | 0.010 | 0.011 | 0.19 | |
| Tenure | 8.47 | −0.003 | 0.002 | −0.05 | |
| Tenure**2 | 118.21 | 0.000 | 0.000 | 0.00 | |
| Income < $35,000 | 0.15 | 0.044 | *** | 0.015 | 0.78 |
| Income > $87,500 | 0.27 | −0.097 | *** | 0.011 | −1.82 |
| Low wealth | 0.65 | 0.115 | *** | 0.011 | 2.15 |
| High wealth | 0.11 | −0.140 | *** | 0.015 | −2.73 |
| Ln(401(k) account balance) | 9.88 | −0.400 | *** | 0.007 | −3.34 |
| Ln Loan balance | 8.11 | 0.282 | *** | 0.004 | 82.37 |
| Macroeconomic variables | |||||
| Financial turmoil period (%) | 0.22 | 0.033 | ** | 0.017 | 0.60 |
| Lagged state unemployment rate (%) | 5.36 | −0.003 | 0.004 | −0.06 | |
| Industry controls | Yes | ||||
| Plan mean variables | Yes | ||||
| Intercept | 2.324 | *** | 0.134 | ||
| No. observations | 151,458 | ||||
| Mean of dependent variable | 0.86 | ||||
| Pseudo R-squared | 0.121 | ||||
Note:
Significant at 0.05 level,
significant at 0.01 level.
Plan means included to control for fixed effects.