Table 2.
Survival and growth at the third year for pioneer firms (models 1 and 4), nonpioneer firms (models 2 and 5), and all new firms (models 3 and 6)
Dependent variable | ||||||
Survival rate at third year, | 3-y growth rate, | |||||
Independent variables | 1 | 2 | 3 | 4 | 5 | 6 |
Industry knowledge () | 0. | 0. | 0. | 0. | 0. | 0. |
(0.123) | (0.007) | (0.007) | (0.031) | (0.002) | (0.002) | |
Pioneer dummy | 0.156 | 0. | ||||
(0.126) | (0.038) | |||||
Industry knowledge: pioneer dummy | 0. | 0. | ||||
(0.093) | (0.027) | |||||
Occupation knowledge () | 0.035 | 0. | 0. | -0.029 | 0. | 0. |
(0.092) | (0.007) | (0.007) | (0.023) | (0.002) | (0.002) | |
Years of schooling () | 0.134 | 0.008 | 0.009 | 0.012 | 0.002 | 0.002 |
(0.091) | (0.007) | (0.007) | (0.025) | (0.002) | (0.002) | |
Local knowledge () | 0. | 0. | 0. | 0.007 | −0. | −0. |
(0.072) | (0.006) | (0.006) | (0.019) | (0.002) | (0.002) | |
Firm controls | ||||||
Year f.e. | ||||||
Industry f.e. | ||||||
Region f.e. | ||||||
Firm type | Pioneers | Nonpioneers | All | Pioneers | Nonpioneers | All |
Observations | 1,632 | 284,369 | 286,001 | 1,376 | 242,192 | 243,568 |
McFadden | 0.2367 | 0.0404 | 0.0404 | |||
AICc | 1,613 | 231,739 | 233,106 | |||
Log-likelihood | 541 | 115,638 | 116,320 | |||
0.344 | 0.152 | 0.152 | ||||
Adjusted | 0.215 | 0.151 | 0.151 | |||
statistic | 2. | 188. | 188. | |||
(df = 226) | (df = 230) | (df = 232) |
The interaction between industry knowledge and a dummy for pioneers is positive and significant, meaning that the effect of industry-specific knowledge is larger for pioneer companies. As before, all knowledge variables are expressed in SD units. Firm controls include initial size and average wage. *P<0.1; **P0.05; ***P<0.01. SEs are in parentheses. AICc, corrected Akaike Information Criterion; df, degrees of freedom; f.e., fixed effects.