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Table 6 Factors that affects the diffusion of NCE products: Panel regression for the cardiovascular system (ATC C)

From: Differential diffusion of pharmaceutical innovations in a mixed market middle - income economy

Model 4

Model 4(a) and Model 4(b)

     

Public

Private

Variable

Coefficient

 

Standard Error

Variable

Coefficient

 

Standard Error

Coefficient

 

Standard Error

Intercept

0.587

 

(0.848)

Intercept

-4.564

*

(2.015)

-0.303

 

(1.643)

Drug characteristic

 Ln price per DDD

-2.782

***

(0.703)

Ln price per DDD

-1.776

*

(0.804)

-1.811

 

(1.954)

Structure and environment characteristics

 Generic share (DDD)

1.641

 

(2.343)

Generic share (DDD)

6.631

**

(1.865)

16.893

***

(4.258)

 Market concentration (HHI)

-0.082

 

(1.068)

Market concentration (HHI)

0.176

 

(1.864)

2.431

 

(1.348)

Year after registration

 Year 1

2.036

***

(0.219)

Year 1

3.446

***

(0.509)

2.200

***

(0.245)

 Year 2

2.995

***

(0.252)

Year 2

4.639

***

(0.700)

3.091

***

(0.222)

 Year 3

3.289

***

(0.268)

Year 3

5.145

***

(0.874)

3.502

***

(0.243)

 Year 4

3.582

***

(0.296)

Year 4

5.543

***

(0.867)

3.594

***

(0.238)

 Year 5

4.068

 

(0.266)

Year 5

6.322

***

(0.712)

3.788

***

(0.224)

R – squared

0.170

  

R – squared

0.518

  

0.005

  

Corr (u_i, Xb)

-0.635

  

Corr (u_i, Xb)

-0.541

  

-0.755

  

Rho

0.971

  

Rho

0.903

  

0.995

  

Number of observations

142

  

Number of observations

65

  

77

  
  1. * P < 0.05; ** P < 0.01; *** P < 0.001