Regression results
| Behavior | Loan | Behavior: Loan + savings | Loan + arbitrage | Knowledge | Loan | Knowledge: savings | Arbitrage | Attitude | |
|---|---|---|---|---|---|---|---|---|---|
| Age | 0.019 | 0.048** | 0.004 | 0.004 | 0.006 | −0.002 | 0.022 | −0.001 | 0.002 |
| Sex (female = 1) | −0.059 | −0.078 | −0.096* | −0.004 | −0.009 | 0.038 | −0.076 | 0.012 | 0.011 |
| BACKGROUND | 0.069 | 0.061 | 0.065 | 0.081 | −0.041 | −0.083 | 0.018 | −0.056 | −0.020 |
| INDEPENDENCE | 0.011 | −0.018 | 0.062 | −0.010 | 0.026 | −0.014 | 0.108 | −0.016 | 0.013 |
| Budget surplus | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| ASPIRATION | 0.079 | 0.136 | 0.053 | 0.049 | 0.088 | 0.295*** | −0.075 | 0.042 | −0.125* |
| PERFORMANCE | −0.005 | −0.012 | 0.031 | −0.033 | −0.019 | −0.044 | −0.047 | 0.033 | 0.021 |
| Talent management | 0.058 | 0.097 | 0.037 | 0.039 | 0.039 | 0.115** | 0.003 | −0.002 | −0.035 |
| Patience | 0.075 | −0.053 | 0.018 | 0.261 | 0.228 | 0.044 | 0.522 | 0.118 | 0.038 |
| Risk-taking | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| No present bias | −0.094 | −0.304 | −0.006 | 0.027 | 0.049 | −0.159 | 0.360 | −0.054 | 0.134 |
| Behavior | Loan | Behavior: Loan + savings | Loan + arbitrage | Knowledge | Loan | Knowledge: savings | Arbitrage | Attitude | |
|---|---|---|---|---|---|---|---|---|---|
| Age | 0.019 | 0.004 | 0.004 | 0.006 | −0.002 | 0.022 | −0.001 | 0.002 | |
| Sex (female = 1) | −0.059 | −0.078 | −0.004 | −0.009 | 0.038 | −0.076 | 0.012 | 0.011 | |
| BACKGROUND | 0.069 | 0.061 | 0.065 | 0.081 | −0.041 | −0.083 | 0.018 | −0.056 | −0.020 |
| INDEPENDENCE | 0.011 | −0.018 | 0.062 | −0.010 | 0.026 | −0.014 | 0.108 | −0.016 | 0.013 |
| Budget surplus | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| ASPIRATION | 0.079 | 0.136 | 0.053 | 0.049 | 0.088 | −0.075 | 0.042 | ||
| PERFORMANCE | −0.005 | −0.012 | 0.031 | −0.033 | −0.019 | −0.044 | −0.047 | 0.033 | 0.021 |
| Talent management | 0.058 | 0.097 | 0.037 | 0.039 | 0.039 | 0.003 | −0.002 | −0.035 | |
| Patience | 0.075 | −0.053 | 0.018 | 0.261 | 0.228 | 0.044 | 0.522 | 0.118 | 0.038 |
| Risk-taking | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| No present bias | −0.094 | −0.304 | −0.006 | 0.027 | 0.049 | −0.159 | 0.360 | −0.054 | 0.134 |
Note(s): ***p < 0.01; **p < 0.05; *p < 0.1
In the linear regression models, the dependent variable is a component of financial literacy as indicated in the first row
Source(s): Authors’ own work