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A Systems View Across Time and Space

Table 11 Summary of Granger causality test

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

Countries

Nature of Granger causality between

Case 1

Case 2

Case 3

Case 4

Case 5

Case 6

PAR and GDP

PAN and GDP

RDE and GDP

RRD and GDP

HTE and GDP

STJ and GDP

Austria

FBH

SLH

DFH

SLH

NEH

DFH

Belgium

SLH

SLH

SLH

SLH

SLH

DFH

Czech Republic

DFH

SLH

DFH

SLH

NEH

NEH

Denmark

DFH

FBH

SLH

DFH

NEH

DFH

Finland

SLH

DFH

SLH

DFH

FBH

SLH

France

SLH

SLH

SLH

SLH

SLH

SLH

Germany

SLH

DFH

SLH

SLH

FBH

DFH

Greece

SLH

DFH

–

–

NEH

FBH

Hungary

DFH

FBH

SLH

SLH

DFH

SLH

Ireland

DFH

FBH

DFH

DFH

SLH

DFH

Italy

SLH

NEH

SLH

SLH

DFH

DFH

Netherlands

SLH

SLH

DFH

DFH

SLH

FBH

Norway

DFH

DFH

SLH

DFH

DFH

FBH

Poland

FBH

NEH

SLH

DFH

DFH

FBH

Portugal

SLH

FBH

SLH

SLH

DFH

FBH

Romania

SLH

SLH

DFH

FBH

DFH

SLH

Spain

FBH

SLH

DFH

DFH

DFH

SLH

Sweden

FBH

SLH

SLH

NEH

SLH

FBH

United Kingdom

SLH

FBH

SLH

SLH

SLH

DFH

European panel

FBH

DFH

FBH

FBH

FBH

DFH

  1. Case 1: cointegration between PAR and GDP; case 2: cointegration between PAN and GDP; case 3: cointegration between RDE and GDP; case 4: cointegration between RRD and GDP; case 5: cointegration between HTE and GDP; case 6: cointegration between STJ and GDP. PAR is number of patents by residents, PAN is number of patents by non-residents, RDE is research and development expenditure, 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. SLH indicates the unidirectional causality from innovation to economic growth, DFH indicates the unidirectional causality from economic growth to innovation, FBH indicates the bidirectional causality between innovation and economic growth, and NEH indicates no causal flow between innovation and economic growth. Results are derived on the basis of Tables 9 and 10 results