Skip to main content

A Systems View Across Time and Space

Table 12 Summary of Granger causality test results

From: Does innovation promote economic growth? Evidence from European countries

Supply-leading hypothesis of innovation-growth nexus

Demand-following hypothesis of innovation-growth nexus

Case 1

Case 2

Case 3

Case 1

Case 2

Case 3

 

Austria

   

Austria

Belgium

Belgium

Belgium

  

Czech Republic

 

Czech Republic

 

Czech Republic

 

Ireland

  

Denmark

   

Finland

 

Finland

Denmark

 

Netherlands

France

France

France

 

Finland

Romania

Germany

 

Germany

 

Germany

Spain

Greece

 

Hungary

 

Greece

 

Italy

Italy

Italy

Hungary

  

Netherlands

Netherlands

Norway

Ireland

  
  

Poland

Norway

Norway

 
  

Portugal

 

European panel

 

Portugal

 

Sweden

   

Romania

Romania

United Kingdom

   
 

Spain

    
 

Sweden

    

United Kingdom

     

Feedback hypothesis of innovation-growth nexus

Neutrality hypothesis of innovation-growth nexus

Case 1

Case 2

Case 3

Case 1

Case 2

Case 3

Austria

     
 

Denmark

Finland

   
  

Greece

   
 

Hungary

  

Italy

 
 

Ireland

Ireland

   
  

Netherlands

   

Poland

     
 

Portugal

  

Poland

 

Spain

     

Sweden

     
 

United Kingdom

    

European panel

 

European panel

   
  1. Case 1: cointegration between PAR and GDP; case 2: cointegration between PAN and GDP; case 3: cointegration between RDE and GDP. PAR is the number of patents by residents, PAN is the number of patents by non-residents, RDE is research and development expenditure, and GDP is per capita economic growth. Results are derived on the basis of Table 11 results