scholarly journals Export, Energy Consumption and Economic Growth Inter-Linkages: The Case of Lithuania

2017 ◽  
Vol 64 (3) ◽  
pp. 395-410 ◽  
Author(s):  
Gitana Dudzevičiūtė ◽  
Agnė Šimelytė
Keyword(s):  
Economic Growth ◽  
Energy Consumption ◽  
Granger Causality ◽  
Time Series Data ◽  
Granger Causality Test ◽  
Series Data ◽  
Causality Test ◽  
Data Set ◽  
Policy Makers ◽  
Future Policy

Abstract This paper has aimed to examine the causal relationships between energy consumption – economic growth, export – energy consumption and export – economic growth in Lithuania during the period of 1998 – 2015. Descriptive statistics analysis and econometric techniques have been applied for this purpose. Granger causality test has been used to a time series data set to determine the causality between variables. The results of Granger causality test have shown unidirectional causality running from GDP to energy consumption, from export to GDP and from export to energy consumption. It is obvious that GDP and export play significant roles in accelerating energy consumption in Lithuania. The determination of the causal links between energy consumption – economic growth, export – economic growth and energy consumption – export has provided policy makers with the main insights to formulate future policy directions for sustainable economic development in Lithuania.

scholarly journals An Econometric Analysis on Remittance and Economic Growth in Bangladesh

2020 ◽  
pp. 214-218
Author(s):  
Md Shafiul Islam
Keyword(s):  
Economic Growth ◽  
Time Series ◽  
Granger Causality ◽  
Time Series Data ◽  
Granger Causality Test ◽  
Causal Link ◽  
Series Data ◽  
Causality Test ◽  
External Finance ◽  
The Relationship

In Bangladesh, migrant worker’s remittances constitute one of the most significant sources of external finance. This paper investigates the existence of relation between remittance inflow and GDP and the causal link between them in Bangladesh by employing the Granger causality test under a VECM framework. Using time series data over a 38 year period, we found that growth in remittances does lead to economic growth in Bangladesh. In addition to the relationship, this paper also points out some issues that are working as impediments in getting remittance and give some recommendations to overcome those impediments.

scholarly journals The Relationship Between Public Expenditure and Economic Growth In Kosovo: Findings from a Johansen Co-Integrated Test and a Granger Causality Test

Ekonomika ◽  
2018 ◽  
Vol 97 (1) ◽  
pp. 47-62 ◽  
Author(s):  
Leke Pula ◽  
Alban Elshani
Keyword(s):  
Economic Growth ◽  
Granger Causality ◽  
Public Expenditure ◽  
Time Series Data ◽  
Granger Causality Test ◽  
Series Data ◽  
Causality Test ◽  
Total Budget ◽  
The Relationship ◽  
Budget Revenue

In the scientific literature, there are two opposing views on the relationship between public expenditure and economic growth. The Keynesian view states that public expenditure is an exogenous factor that influences economic growth and can be used as a policy instrument. This point of view is in contrast to the Wagner view that the public expenditure is seen as an endogenous factor or an outcome, not a cause, of economic growth. The primary objective of this study is to test the views of Keynes’s versus Wagner’s in the case of Kosovo by using Public Expenditure (G), Gross Domestic Product and three other components of GDP: Foreign Direct Investment (FDI), Export (EXP) and Total Budget Revenue (TRtax); the variables used in this analysis are quarterly time series data spanning from 2004–2016. To accomplish the set objectives, the Johansen co-integrated technique is used to investigate the long-run relationship between public expenditure and economic growth, while the Granger causality test is used to know the direction of flow between variables. This study discovers that there is a unidirectional causality between government expenditures and economic growth in Kosovo. It is also found that there is a bidirectional causality between total budget revenue and public expenditure. On the other hand, results also provide evidence that there is a bidirectional causality between export and economic growth. Moreover, the results for Kosovo indicate that data for the period considered support the Keynesian view.

scholarly journals A Causal Nexus of Energy Consumption, Private Investment, Economic Growth and Environmental Degradation: Evidence from Pakistan

2020 ◽  
Vol 6 (2) ◽  
pp. 367-376
Author(s):  
Shabana Parveen ◽  
Hazrat Ali ◽  
Habib Elahi Sahibzada ◽  
Sohail Farooq
Keyword(s):  
Economic Growth ◽  
Energy Consumption ◽  
Granger Causality ◽  
Co2 Emissions ◽  
Environmental Degradation ◽  
Private Investment ◽  
Granger Causality Test ◽  
Var Model ◽  
Causality Test ◽  
Policy Makers

The importance of private investment in the growth process of a country cannot be denied, however, its relationship with environmental degradation has not got much attention from researchers yet. The present study is an attempt to divert the attention of researchers and policy makers to the association with private investment and environmental degradation.  The time series data was used from 1975 to 2017. The data was taken from WDI. To analyze the causal link among environmental degradation, private investment, energy consumption and economic growth, Vector Autoregressive (VAR) model is used. Granger causality test is employed for knowing the course of causality in the variables. The results of the VAR model suggest that if an innovation of one standard deviation occurs from outside, it takes about 12 years for CO2 emissions, 9 years for private investment, 10 years for energy consumption and about 8years for economic growth to adjust. Moreover, the results show that most of the variation in all variables is explained by their own. Granger causality test identifies four unilateral causalities in the variables running from CO2 emissions to economic growth while the consumption of energy to CO2 emissions, energy consumption to economic growth while  from economic growth to private investment. The study recommends policy makers to make environmental friendly policies regarding consumption of energy, private investment and also economic growth.

Cointegration and Causality between Disaggregated Exports and Economic Growth in ASEAN-4 Nations

2021 ◽  
Vol 12 (3) ◽  
pp. 633-645
Author(s):  
Shahrun Nizam Abdul-Aziz Et.al
Keyword(s):  
Economic Growth ◽  
Granger Causality ◽  
Time Series Data ◽  
Granger Causality Test ◽  
The Philippines ◽  
Series Data ◽  
Causality Test ◽  
Long Run ◽  
Short Run ◽  
Manufactured Exports

This study aimed to examine the relationship between ASEAN-4’s disaggregates exports (i.e., manufactured and primary exports) and economic growth by utilising the time series data over the period from 1982 to 2017. The Johansen-Juselius multivariate procedure was performed to determine the existence of the long-run relationship between variables, while the Granger causality test within VECM was applied to analyse the long-run and short-run causal directions. Prior to that, the unit root test was conducted to examine the series properties of the variables. The empirical results from the Johansen and Juselius Multivariate Cointegration test revealed that there were long-run equilibrium relationships among variables, while the Granger causality test based on VECM found that the ELG hypothesis for manufactured exports was valid for Indonesia in the long-run and short-run, while in the Philippines this hypothesis was only valid for the short-run. On the other hand, in the case of Malaysia and Thailand, both ELG and GLE hypotheses were valid in both long-run and short-run. For each ASEAN-4 nation the results also revealed that physical capital indirectly caused economic growth via the manufactured exports. Nevertheless, in the case of Malaysia and Thailand, it seemed that the reserve effect was likely to happen whereby the economic growth caused the growth of manufactured exports through the increase of the national production. The growth of the manufactured exports due to the reverse effect in turn caused the demand for imports to increase, particularly the imports of intermediate products. As far as the primary exports were concerned, the ELG hypothesis was valid for Thailand in both long-run and short-run, while for Malaysia and Indonesia, this hypothesis was valid respectively in the long-run and short-run. For Thailand, Indonesia and Malaysia, it appeared that in the short run, human capital indirectly stimulated economic growth via primary exports.

scholarly journals Granger Causality Between Local Government Expenditure and Economic Growth in Indonesia

2018 ◽  
Vol 3 (4) ◽  
pp. 80-86
Author(s):  
Sri Kurniawati
Keyword(s):  
Economic Growth ◽  
Local Government ◽  
Granger Causality ◽  
Government Expenditure ◽  
Granger Causality Test ◽  
Reciprocal Relationship ◽  
Series Data ◽  
Causality Test ◽  
West Kalimantan ◽  
Integration Test

Objective - This study examines the causal relationship between government expenditure and economic growth in West Kalimantan between 2009 and 2015. This research resulted in the enactment of Wagner's Law and/or Keynes's Theory in West Kalimantan leading the local government to take the right policies as an effort towards improving economic development. Methodology/Technique - By using panel data that combines time series data and cross-site data, it will be estimated by the Granger causality test which begins with a stationary test and co-integration test. Based on the co-integration tests, the results suggest that there is a long-term relationship between government expenditure and economic growth. Meanwhile, based on the Granger causality test, there is no reciprocal relationship between government expenditure and economic growth. Findings - A direct relationship in the form of the influence of government expenditure on economic growth in West Kalimantan. Novelty - These results are in line with the Keynes's Theory through its national income function. Type of Paper: Empirical Keywords: Government Expenditure; Economic Growth; Co-integration; Causality. JEL Classification: F40, F43, F49.

scholarly journals Impact of Economic Reforms, FDI and Imports on GDP: Trends and Regression Analysis

2018 ◽  
Vol 7 (3) ◽  
pp. 20-25
Author(s):  
Preeti Sharma ◽  
Priyanka Sahni
Keyword(s):  
Economic Growth ◽  
Granger Causality ◽  
Time Series Data ◽  
Economic Reforms ◽  
Chinese Economy ◽  
Series Data ◽  
Causality Analysis ◽  
Causality Test ◽  
Long Run ◽  
Integration Test

The aim of this study is to explore the causal relationship between the exports, imports and economic growth of Chinese economy using time series data running from 1978 to 2016.Co integration, Granger Causality analysis and Vector Error Correction Mechanism (VECM) has been used in order to test the hypotheses about the presence of causality and co integration among the variables. The co integration test confirmed that exports, imports and GDP are co integrated, indicating an existence of long run equilibrium relationship among the variables and also confirmed by the Johansen co integration test results. The Granger causality test finally confirmed the presence of bi-directional causality between exports, imports and GDP. The study further shows that relative share of china’s exports in world exports has increased significantly after the introduction of economic reforms. Further, the rising exports have also made a significant contribution to the economic growth of Chinese economy due to forward and backward linkages.

scholarly journals Impact of Interest Rate on Household Consumption in Tanzania

2021 ◽  
pp. 44-62
Author(s):  
Daud Mkali Fadhil ◽  
Naifin A. Rajab
Keyword(s):  
Interest Rate ◽  
Causal Relationship ◽  
Granger Causality ◽  
Time Series Data ◽  
Negative Relationship ◽  
Granger Causality Test ◽  
Household Consumption ◽  
Least Square ◽  
Series Data ◽  
Causality Test

This study seeks to determine the exact impact of interest rate on household consumption in Tanzania and identify the direction of causality between the variables. Although there have been few studies which explore the issue of interest rate and consumption, their method, time scope and geographical location has been different. This study aim to examine the relationship between interest rate on deposit and household expenditure in Tanzania using the annual time series data from the period 1990–2017 and employing Dynamic Ordinary Least Square (DOLS) and Granger causality test for testing causal relationship between  the variables. The result revealed that there is a negative relationship between interest rate on deposit and consumption for the Tanzania. Additionally, it is observed from the estimate results that interest rate had an insignificant effect on consumption. Furthermore, the granger causality test results have shown that there is bidirectional causal relationship between interest rate and consumption. Furthermore, the result also shows that income and consumption are positively related and statistical significant at 5%. In addition, the findings supported Keynesian's Absolute Income hypothesis which emphasis consumption being a positive function of disposable income. The study recommends that there is the need for government to take urgent steps to implement policies like poverty reduction strategies, agriculture policy and Five Years Development Plans in order to improve the income base of most of households.

Has Social Mobilization Caused Political Instability in Africa? A Granger-Causality Test

1993 ◽  
Vol 22 (1) ◽  
pp. 33-54
Author(s):  
Bedford N. Umez
Keyword(s):  
Time Series ◽  
Granger Causality ◽  
Time Series Data ◽  
Political Instability ◽  
Granger Causality Test ◽  
Social Mobilization ◽  
Series Data ◽  
African Countries ◽  
Causality Test ◽  
Empirical Results

A Granger-causality test is used to examine whether social mobilization causes political instability. This test allows serious problems encountered in correlation-based analyses to be overcome. Time-series data from seven African countries are used. The empirical results (which vary by country) generally suggest that there is usually a feedback relationship between social mobilization and political instability.

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