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A Systems View Across Time and Space

Table 5 Credit constraint and self-generation

From: Firm performance under financial constraints: evidence from sub-Saharan African countries

Variable

Heckman selection model

Two-part model

 

Probit

Gsh > 0

Probit

Gsh > 0

Outages(ln)

0.029*

0.011***

0.016

0.011***

 

(0.018)

(0.002)

(0.018)

(0.002)

Age(ln)

0.095***

 − 0.002

0.110***

0.002)

 

(0.038)

(0.005)

(0.038)

(0.005

Constrain1

 − 0.094*

 − 0.003

 − 0.075

 − 0.003

 

(0.054)

(0.007)

(0.054)

(0.007)

Small

 − 0.446***

0.007

 − 0.474***

 − 0.006

 

(0.061)

(0.008)

(0.068)

(0.007)

Large

0.407***

0.0003

0.415***

0.012

 

(0.090)

(0.0.011)

(0.090)

(0.010)

Industry dummy

Yes

No

Yes

Yes

Country dummy

Yes

Yes

Yes

Yes

ρ

 − 0.477***

   
 

(0.081)

   

δ

0.151**

   
 

(0.003)

   

LR test of indep. eqns (ρ = 0) χ2(1) = 7.2 P > χ2 = 0.007

  1. Figures in bracket are standard errors. Constrained1 is the credit application approach to credit constraint. Compared to the result reported in Table 3, the same estimation strategy is followed except the alternative definition of credit constraint is used
  2. *, **, *** shows significance at 10%, 5% and 1%, respectively