11.2. Bivariate Granger Causality Tests

1994 ◽  
pp. 302-309
Keyword(s):  
Granger Causality ◽  
Causality Tests ◽  
Granger Causality Tests

scholarly journals Do Operating Profits Induce a Wage Premium Equally Shared among Employees Earning High or Low Incomes?

Economies ◽  
2021 ◽  
Vol 9 (2) ◽  
pp. 81
Author(s):  
Jarle Aarstad ◽  
Olav A. Kvitastein
Keyword(s):  
Panel Data ◽  
Granger Causality ◽  
Wage Inequality ◽  
Wage Premium ◽  
Wage Increase ◽  
Low Incomes ◽  
Causality Tests ◽  
Granger Causality Tests

Panel data show that between 2001 and 2014 Norwegian industries’ increasing aggregated operating profits per employee increased average wages and wage inequality. The data imply that increasing profits, perhaps unsurprisingly, induce a wage premium. The data further imply that employees earning high incomes at the outset had the highest wage increase percentage-wise. Decreasing operating profits per employee had opposite but less robust effects on average wages and wage inequality. Panel data Granger causality tests finally showed that average wages, but not wage inequality, reversely and positively affect operating profits per employee.

scholarly journals Sars-Cov-2 in Argentina: Lockdown, Mobility, and Contagion

2020 ◽  
Author(s):  
Juan M.C. Larrosa
Keyword(s):  
Panel Data ◽  
Granger Causality ◽  
Random Effects ◽  
Social Costs ◽  
Political Discussion ◽  
Fixed And Random Effects ◽  
The World ◽  
Causality Tests ◽  
Granger Causality Tests ◽  
Over Time

AbstractThere is a debate in Argentina about the effectiveness of mandatory lockdown measures in containing COVID-19 that lasts five months making it one of the longest in the World. The population effort to comply the lockdown has been decreasing over time given the economic and social costs that it entails. We contributes by analyzing the Argentinian case through information of mobility and contagion given answers to recurrent questions on these topics. This paper aims to fill the gap in the literature by assessing the effects of lockdown measures and the regional relaxation on the numbers of rate of new infections. We also respond to issues of internal political discussion on regional contagion and the effect of marches and unexpected crowd events. We use pool, fixed and random effects panel data modeling and Granger causality tests identifying relations between mobility and contagion. Our results show that lockdown in Argentina has been effective in reducing the mobility but not in way that reduces the rate of contagion. Strict lockdown seems to be effective in short periods of time and by extend it without complementary measures loss effectiveness. Contagion rate seems to be discretely displaced in time and resurging amidst slowly increasing in mobility.

scholarly journals Drivers of Greek and Turkish Defense Spending

2016 ◽  
Vol 51 (1) ◽  
pp. 33-46 ◽  
Author(s):  
Grzegorz Waszkiewicz
Keyword(s):  
National Security ◽  
Granger Causality ◽  
Statistical Data ◽  
Causal Relation ◽  
Middle Eastern ◽  
Defense Spending ◽  
Causality Tests ◽  
Military Expenditures ◽  
Granger Causality Tests ◽  
Political Economic

Abstract This paper evaluates the factors responsible for maintaining substantial military expenditures in Greece and Turkey. The presented research encompasses theoretical and empirical aspects. First, defense spending by both countries was analyzed based on statistical data from international sources. Next, the theoretical determinants of budgetary spending are reviewed, which consider political, economic and military factors behind high expenditures on the army in Greece and in Turkey. Finally, Granger causality tests is applied to determine whether a causal relation between variables exists in the case of these two countries. We conclude that defense expenditures in Greece and Turkey exceed the NATO average, but are relatively low relative to those of selected Middle Eastern countries. Our results indicate that high military spending level in Turkey is mainly driven by national security concerns, whereas an economic driver prevails in Greece.

scholarly journals The Trivariate Causality among Education, Health, and Economic Growth in Zimbabwe

2020 ◽  
Vol 12 (4) ◽  
pp. 1357
Author(s):  
Michael Takudzwa Pasara ◽  
Tapiwa Kelvin Mutambirwa ◽  
Nolutho Diko
Keyword(s):  
Economic Growth ◽  
Granger Causality ◽  
Transmission Mechanism ◽  
Feedback Effect ◽  
Health Policies ◽  
Var Model ◽  
Vector Autoregressive ◽  
Education And Health ◽  
Causality Tests ◽  
Granger Causality Tests

This study investigated the causality among education, health, and economic growth in Zimbabwe. Causality effects are a thinly explored area in literature, with most studies focusing on bidirectional relationships. Granger causality tests were employed in a Vector autoregressive (VAR) model. Results showed that education Granger causes health improvements, with health improvements in turn fairly associating to Granger cause economic growth in Zimbabwe. Thus, the effect of education on economic growth is not direct, but works through improved health, pointing to the conclusion that health is a transmission mechanism through which education drives economic growth. No feedback effect was established from health to education and from economic growth to education and health. Thus, results suggest the need for a holistic policy approach which integrates education and health policies in a bid to drive economic growth, since education has no effect on economic growth in its own domain, but through health.

scholarly journals The relationship between the relative GDP share of agriculture and the unemployment rate in selected Central and Eastern European countries

2017 ◽  
Vol 63 (No. 7) ◽  
pp. 308-317
Author(s):  
Bein Murad A ◽  
 Ciftcioglu Serhan
Keyword(s):  
Granger Causality ◽  
Unemployment Rate ◽  
European Countries ◽  
Regression Equations ◽  
Eastern European ◽  
Causality Tests ◽  
Dynamic Panel Regression ◽  
Granger Causality Tests ◽  
Eastern European Countries ◽  
The Relationship

The study empirically investigates the relationship between the relative GDP share of agriculture and the unemployment rate in a sample of ten Central and Eastern European countries. Utilising the annual data for the sample period 1996–2013, the empirical analysis is carried out using the dynamic panel regression analysis and the Granger causality tests. The estimation results based on the alternative specification of regression equations for the unemployment rate suggest that the unemployment rate is negatively related to the relative GDP share of agriculture. In addition, a similar effect has been obtained for some other explanatory variables we have included in the unemployment equation as controlling variables: higher investment rate and trade openness are likely to lower the rate of unemployment. The financial development has also been found to be negatively related to the unemployment rate, although the statistical significance of its effect depends on the estimation technique used. On the other hand, the GDP growth and the government consumption have been found to be insignificantly related to the unemployment rate. While the Granger causality tests performed for each country produced evidence of a causal effect of the relative GDP share of agriculture in some countries, in some other countries the direction of causality has been found to be from the unemployment rate to the relative GDP share of agriculture. Our findings suggest that agriculture may play a potential role in lowering the prevailing rates of high unemployment; but this potential is likely to vary between countries.  

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