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. 2018 Dec 10;115(50):12646–12653. doi: 10.1073/pnas.1800475115

Table 3.

Cox proportional hazards model for pioneer firms that started in 2005

Dependent variable: Death probability
Independent variables 1 2 3 4 5
Industry −0.214** −0.181**
knowledge (Φ) (0.089) (0.092)
Occupation −0.107* −0.038
knowledge (Ψ) (0.059) (0.063)
Years of schooling −0.129** −0.105*
(edu) (0.057) (0.058)
Local knowledge −0.145*** −0.144***
(ρ) (0.047) (0.048)
Region controls
Firm controls
Observations 462 462 462 462 462
R2 0.026 0.019 0.023 0.032 0.054
Wald test 11.580 9.070 10.790 15.660** 25.840***
(df = 8) (df = 8) (df = 8) (df = 8) (df = 11)

Firm controls include initial size and average wage, and region controls include population, GDP per capita, average schooling, available industryspecific knowledge, and the survival rate of nonpioneer firms as a control for how competitive the region is. As before, all knowledge variables are expressed in SD units. *P<0.1; **P<0.05; ***P<0.01. df, degrees of freedom.