Regression results
| 2001 | 2002 | 2003 | 2004 | |||||
|---|---|---|---|---|---|---|---|---|
| Model | baseline | top10 | baseline | top10 | baseline | top10 | baseline | top10 |
| Dependent variable | ln(don) | ln(don) | ln(don) | ln(don) | ln(don) | ln(don) | ln(don) | ln(don) |
| Income | 0.592*** (0.0377) | 0.643*** (0.0464) | 0.595*** (0.0318) | 0.609*** (0.0427) | 0.509*** (0.0562) | 0.571*** (0.0732) | 0.420*** (0.0523) | 0.431*** (0.0671) |
| Income * top10 | −0.0259 (0.0252) | −0.00261 (0.0266) | −0.0444 (0.0288) | −0.0135 (0.0257) | ||||
| Movable capital | 1.901*** (0.144) | 1.638*** (0.151) | 1.474*** (0.109) | 1.347*** (0.142) | 1.463*** (0.146) | 0.992 (0.184) | 1.748*** (0.201) | 1.407 (0.256) |
| Movable capital * top10 | 0.469*** (0.234) | 0.205*** (0.198) | 0.604*** (0.254) | 0.474*** (0.336) | ||||
| Fixed capital | 1.351*** (0.100) | 1.039 (0.0887) | 1.264*** (0.0944) | 1.113 (0.0991) | 1.577*** (0.166) | 1.326* (0.167) | 1.315** (0.148) | 1.051 (0.154) |
| Fixed capital * top10 | 0.937*** (0.230) | 0.417*** (0.197) | 0.381*** (0.263) | 0.517** (0.284) | ||||
| Self-empl. direct | 1.142*** (0.0436) | 1.042 (0.0519) | 1.008 (0.0386) | 1.027 (0.0545) | 0.921 (0.0487) | 1.092 (0.0892) | 0.912 (0.0502) | 1.146 (0.0997) |
| Self-empl. direct * top10 | 0.184*** (0.0809) | −0.0197 (0.0753) | −0.190 (0.107) | −0.298 (0.122) | ||||
| Self-empl. standard | 1.098 (0.0859) | 0.928 (0.0753) | 0.926 (0.0742) | 0.829 (0.0760) | 0.654 (0.0721) | 0.666 (0.0743) | 0.648 (0.0765) | 0.632 (0.0848) |
| Self-empl. stand. * top10 | 0.960*** (0.310) | 0.409 (0.208) | 0.122 (0.172) | 0.168 (0.210) | ||||
| Other incomes | 1.158 (0.0992) | 1.726*** (0.207) | 0.943 (0.0881) | 1.375* (0.220) | 0.986 (0.0804) | 1.125 (0.153) | 0.995 (0.0932) | 1.228 (0.173) |
| Other incomes * top10 | −0.652 (0.232) | −0.501 (0.236) | −0.157 (0.177) | −0.324 (0.205) | ||||
| Negative incomes | −0.327*** (0.502) | −0.0140** (0.417) | −0.794*** (0.551) | −0.614*** (0.532) | 0.120* (0.503) | 0.225 (0.432) | 0.624 (0.453) | 0.762 (0.397) |
| Lambda | 0.210* (0.122) | 0.329** (0.128) | 0.265** (0.117) | 0.308** (0.124) | −0.0565 (0.165) | 0.0286 (0.182) | −0.335** (0.151) | −0.339** (0.168) |
| Observations | 51,907 | 51,907 | 47,189 | 47,189 | 48,259 | 48,259 | 58,787 | 58,787 |
| R2 | 0.160 | 0.161 | 0.171 | 0.171 | 0.176 | 0.176 | 0.164 | 0.164 |
| 2001 | 2002 | 2003 | 2004 | |||||
|---|---|---|---|---|---|---|---|---|
| Model | baseline | top10 | baseline | top10 | baseline | top10 | baseline | top10 |
| Dependent variable | ln(don) | ln(don) | ln(don) | ln(don) | ln(don) | ln(don) | ln(don) | ln(don) |
| Income | 0.592 | 0.643 | 0.595 | 0.609 | 0.509 | 0.571 | 0.420 | 0.431 |
| Income * top10 | −0.0259 (0.0252) | −0.00261 (0.0266) | −0.0444 (0.0288) | −0.0135 (0.0257) | ||||
| Movable capital | 1.901 | 1.638 | 1.474 | 1.347 | 1.463 | 0.992 (0.184) | 1.748 | 1.407 (0.256) |
| Movable capital * top10 | 0.469 | 0.205 | 0.604 | 0.474 | ||||
| Fixed capital | 1.351 | 1.039 (0.0887) | 1.264 | 1.113 (0.0991) | 1.577 | 1.326* (0.167) | 1.315 | 1.051 (0.154) |
| Fixed capital * top10 | 0.937 | 0.417 | 0.381 | 0.517 | ||||
| Self-empl. direct | 1.142 | 1.042 (0.0519) | 1.008 (0.0386) | 1.027 (0.0545) | 0.921 (0.0487) | 1.092 (0.0892) | 0.912 (0.0502) | 1.146 (0.0997) |
| Self-empl. direct * top10 | 0.184 | −0.0197 (0.0753) | −0.190 (0.107) | −0.298 (0.122) | ||||
| Self-empl. standard | 1.098 (0.0859) | 0.928 (0.0753) | 0.926 (0.0742) | 0.829 (0.0760) | 0.654 (0.0721) | 0.666 (0.0743) | 0.648 (0.0765) | 0.632 (0.0848) |
| Self-empl. stand. * top10 | 0.960 | 0.409 (0.208) | 0.122 (0.172) | 0.168 (0.210) | ||||
| Other incomes | 1.158 (0.0992) | 1.726 | 0.943 (0.0881) | 1.375* (0.220) | 0.986 (0.0804) | 1.125 (0.153) | 0.995 (0.0932) | 1.228 (0.173) |
| Other incomes * top10 | −0.652 (0.232) | −0.501 (0.236) | −0.157 (0.177) | −0.324 (0.205) | ||||
| Negative incomes | −0.327 | −0.0140 | −0.794 | −0.614 | 0.120* (0.503) | 0.225 (0.432) | 0.624 (0.453) | 0.762 (0.397) |
| Lambda | 0.210* (0.122) | 0.329 | 0.265 | 0.308 | −0.0565 (0.165) | 0.0286 (0.182) | −0.335 | −0.339 |
| Observations | 51,907 | 51,907 | 47,189 | 47,189 | 48,259 | 48,259 | 58,787 | 58,787 |
| 0.160 | 0.161 | 0.171 | 0.171 | 0.176 | 0.176 | 0.164 | 0.164 | |
Notes:
p < 0.01,
p < 0.05; *p < 0.1. The null hypotheses are k <= 1, k + t <= 1 for t, β = 0 for the rest of variables (k > =1 for negative incomes). Results correspond to running equations (4) and (5). The estimation has been run using Stata (nl). For the list of control variables, see the text
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