Multinomial logit model explaining the job types
| DE vs. TE | DF vs. TE | PT vs. TE | |||||||
|---|---|---|---|---|---|---|---|---|---|
| b | rrr | z | b | rrr | z | b | rrr | z | |
| Constant | −5.83*** (1.16) | 0.00 | −5.02 | −2.68*** (0.84) | 0.07 | −3.21 | −4.21*** (1.30) | 0.01 | −3.25 |
| EPI | 0.97*** (0.19) | 2.64 | 5.19 | 0.49*** (0.14) | 1.64 | 3.53 | 0.55*** (0.21) | 1.74 | 2.62 |
| Male | |||||||||
| Female | −0.03 (0.36) | 0.97 | −0.10 | 0.60** (0.30) | 1.82 | 2.00 | 0.00 (0.45) | 1.00 | 0.00 |
| <35 | |||||||||
| 35–44 | −0.61 (0.45) | 0.55 | −1.35 | −0.98** (0.38) | 0.38 | −2.59 | −0.62 (0.58) | 0.54 | −1.07 |
| 45–54 | −1.68*** (0.53) | 0.19 | −3.20 | −1.77*** (0.43) | 0.17 | −4.08 | −1.09* (0.62) | 0.34 | −1.74 |
| >55 | −0.52 (0.46) | 0.60 | −1.12 | −1.38*** (0.44) | 0.25 | −3.15 | −0.54 (0.60) | 0.58 | −0.90 |
| Model fit | N | LL | LRχ2 | df | p | pseudo R2 | |||
| 349 | −377.70 | 78.00 | 15 | 0.000 | 0.094 | ||||
| DE vs. TE | DF vs. TE | PT vs. TE | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Constant | −5.83*** (1.16) | 0.00 | −5.02 | −2.68*** (0.84) | 0.07 | −3.21 | −4.21*** (1.30) | 0.01 | −3.25 |
| EPI | 0.97*** (0.19) | 2.64 | 5.19 | 0.49*** (0.14) | 1.64 | 3.53 | 0.55*** (0.21) | 1.74 | 2.62 |
| Male | |||||||||
| Female | −0.03 (0.36) | 0.97 | −0.10 | 0.60** (0.30) | 1.82 | 2.00 | 0.00 (0.45) | 1.00 | 0.00 |
| <35 | |||||||||
| 35–44 | −0.61 (0.45) | 0.55 | −1.35 | −0.98** (0.38) | 0.38 | −2.59 | −0.62 (0.58) | 0.54 | −1.07 |
| 45–54 | −1.68*** (0.53) | 0.19 | −3.20 | −1.77*** (0.43) | 0.17 | −4.08 | −1.09* (0.62) | 0.34 | −1.74 |
| >55 | −0.52 (0.46) | 0.60 | −1.12 | −1.38*** (0.44) | 0.25 | −3.15 | −0.54 (0.60) | 0.58 | −0.90 |
| Model fit | |||||||||
| 349 | −377.70 | 78.00 | 15 | 0.000 | 0.094 | ||||
Note(s): *p < 0.10, **p < 0.05, ***p < 0.01, DE = Digital entrepreneur, DF = Digital freelancer, TE = Traditional-context employee, PT = Part-time platform worker, EPI = Entrepreneurial passion for inventing
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