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A Systems View Across Time and Space

Table 13 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 4

Case 5

Case 6

Case 4

Case 5

Case 6

Austria

    

Austria

Belgium

Belgium

   

Belgium

Czech Republic

 

Finland

Czech Republic

  

France

France

France

Denmark

 

Denmark

Germany

 

Hungary

Finland

  

Greece

   

Finland

 

Hungary

    

Germany

Italy

Italy

  

Hungary

Ireland

Portugal

Netherlands

 

Hungary

Norway

Italy

United Kingdom

  

Ireland

Poland

 
   

Netherlands

Portugal

 
 

Romania

Romania

Norway

Romania

 
 

Spain

Spain

Poland

Spain

United Kingdom

 

Sweden

 

Portugal

 

European panel

Feedback hypothesis of innovation-growth nexus

Neutrality hypothesis of innovation-growth nexus

Case 4

Case 5

Case 6

Case 4

Case 5

Case 6

Austria

  

United Kingdom

Austria

 
 

Finland

Netherlands

 

Czech Republic

Czech Republic

 

Germany

Norway

 

Denmark

 
  

Poland

 

Greece

 
 

Ireland

Portugal

   
  

Sweden

   

Poland

     
 

Portugal

    

Spain

     

Sweden

     
 

United Kingdom

    

European panel

European panel

    
  1. Case 4: cointegration between RRD and GDP; Case 5: cointegration between HTE and GDP; Case 6: cointegration between STJ and GDP. RRD is researchers in research and development activities, HTE is high-technology exports, STJ is scientific and technical journal articles, and GDP is per capita economic growth. Results are derived on the basis of Table 11 results