Does any nexus between electricity consumption and economic growth exist? Evidence from Haryana using VAR model

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Kamaljit Singh
Keyword(s):  
Economic Growth ◽  
Granger Causality ◽  
Renewable Energy Sources ◽  
Electricity Consumption ◽  
Granger Causality Test ◽  
Economic Downturn ◽  
Causality Test ◽  
Content Type ◽  
Long Run ◽  
Per Capita

Purpose In the fast-changing technological environment, electricity is the essence of the world economy and a significant means for all the modern world’s possessions. The ongoing economic downturn focuses on energy’s role in the economy. This study aims to explore the nexuses between per capita electricity usage and per capita state gross domestic product (SGDP) in Haryana, India. Design/methodology/approach The statistics from 1989 to 2015 have been analyzed using Johansen cointegration, vector autoregression and paired Granger-causality test. Findings The Granger causality test results show that a long-run association is absent. A short-run unidirectional relationship runs from per capita SGDP to per capita electricity usage. Practical implications As a policy suggestion, the policymakers may encourage energy conservation measures and renewable energy sources to lead the country’s sustainable energy supply. Moreover, Haryana can increase its influence in this sector and enter rapidly in the growing markets worldwide by stimulating the production and adoption of digital solutions for energy efficiency. Originality/value To the best of the author’s awareness, this research is one of its nature regarding systematically analyzing electricity usage and economic growth relationship in Haryana.

The relationship between financial development and economic growth in Eswatini (formerly Swaziland)

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Siphe-okuhle Fakudze ◽  
Asrat Tsegaye ◽  
Kin Sibanda
Keyword(s):  
Economic Growth ◽  
Granger Causality ◽  
Financial Development ◽  
Granger Causality Test ◽  
Causality Test ◽  
Content Type ◽  
Distributed Lag ◽  
Long Run ◽  
Short Run ◽  
The Relationship

PurposeThe paper examined the relationship between financial development and economic growth for the period 1996 to 2018 in Eswatini.Design/methodology/approachThe Autoregressive Distributed Lag bounds test (ARDL) was employed to determine the long-run and short-run dynamics of the link between the variables of interest. The Granger causality test was also performed to establish the direction of causality between financial development and economic growth.FindingsThe ARDL results revealed that there is a long-run relationship between financial development and economic growth. The Granger causality test revealed bidirectional causality between money supply and economic growth, and unidirectional causality running from economic growth to financial development. The results highlight that economic growth exerts a positive and significant influence on financial development, validating the demand following hypothesis in Eswatini.Practical implicationsPolicymakers should formulate policies that aims to engineer more economic growth. The policies should strike a balance between deploying funds necessary to stimulate investment and enhancing productivity in order to enliven economic growth in Eswatini.Originality/valueThe study investigates the finance-growth linkage using time series analysis. It determines the long-run and short-run dynamics of this relationship and examines the Granger causality outcomes.

scholarly journals The Relationship Between Financial Development and Economic Growth in The United Kingdom: A Granger Causality Approach

2021 ◽  
Vol 2 (1) ◽  
pp. 47-71
Author(s):  
Samuel Wesiah ◽  
Sixtus Cyprian Onyekwere
Keyword(s):  
Economic Growth ◽  
Granger Causality ◽  
Financial Development ◽  
Granger Causality Test ◽  
Cointegration Test ◽  
Gdp Per Capita ◽  
Causality Test ◽  
Long Run ◽  
Per Capita ◽  
The Uk

This study aims to investigate the causal relationship between financial development and economic growth in the UK using quarterly data from 1963q1 to 2015q1. Three variables were used as proxies for financial sector development, namely, ratios of broad money supply to GDP, ratios of private sector credit to GDP and the ratios of stock market capitalization to GDP.  Economic growth was measured using real GDP per capita. In order to achieve stated aim, the study employed the Johansen Cointegration test and the Granger causality test within a vector error correction framework (VEC) to test for the existence (or not) of a long run relationship as well as the direction of causality between financial development and economic growth. The result from the Cointegration test indicates that there is a stable long run equilibrium relationship between financial development and economic growth in the UK. The Granger causality test presents evidence of a bidirectional causality. This suggests that financial development and economic growth are mutually causal, that is, causality runs from both side which is in line with the feedback hypothesis in the literature which argue that financial development and economic growth exhibits a two-way causal relationship. In terms of each individual variable, the study finds that while bank credit to the private sector and stock market capitalisation Granger cause GDP per capita, GDP per capita on the other hand, Granger causes broad money supply.

Africa-China investment and growth link

2018 ◽  
Vol 11 (2) ◽  
pp. 132-150 ◽  
Author(s):  
Isaac Koomson-Abekah ◽  
Eugene Chinweokwu Nwaba
Keyword(s):  
Economic Growth ◽  
Granger Causality ◽  
Policy Design ◽  
Granger Causality Test ◽  
Causality Test ◽  
Content Type ◽  
External Threats ◽  
Long Run ◽  
Macroeconomic Indicators ◽  
Short Run

PurposeThis paper aims to investigate China–Africa Investment link, using over two decades of FDI’s data. During the specified periods, African economic growth path has been predominantly upward trending, despite multiple external threats. This impressive growth was partly because of the growth of FDI stock across the region. This study explores the various sources of FDI to Africa, mainly China’s FDI’s and how they influence African macroeconomic indicators, i.e. unemployment, export and import activities.Design/methodology/approachPesaran autoregressive distributive lag (ARDL) is used as a framework to test the short-run and long-run relationship of indicators. Granger causality test checked the causality between growth and macroeconomic indicators.FindingsThe link between China’s FDI and African economic growth reported a negative/declining effect in both short and long run. In the long run, the effect of world FDI on growth was significant but not the in the short run. However, US FDI to Africa, China Export and Import from Africa reported an insignificant effect on growth. There was no evidence of Okun’s law, as a decrease in Africa unemployment does not increase growth. Overall, China’s FDI’s inflows to Africa are allocated to capital-intensive activities which has less labor employability. The Granger causality test reported a uni-directional link between growth and all series, except for human capital which experienced no link at all in all directions. Despite the issue of socio-infrastructure militating against growth in the region, African economy is likely to perform better, if more FDI’s are channeled into labor-intensive activities, because it has a reductive effect on unemployment.Research limitations/implicationsThe research considered point annual FDI data but not accumulated stock and is a macro-based study, i.e. regional economy.Practical implicationsThis paper bridged the literature gap in African investment performance by providing an empirical justification in understanding the inflow of FDI, especially China. This is a useful guard in policy design and implementations in the attraction of the right type of investment, so as to reduce unemployment and promote growth.Originality/valueThe authors confirm that this study has not been published elsewhere and is not under consideration in whole or in part by another journal.

scholarly journals TRADE OPENNESS AND ECONOMIC GROWTH: EMPIRICAL EVIDENCE FROM INDIA

2014 ◽  
Vol 16 (1) ◽  
pp. 188-205 ◽  
Author(s):  
Qazi Muhammad Adnan Hye ◽  
Wee-Yeap Lau
Keyword(s):  
Economic Growth ◽  
Human Capital ◽  
Granger Causality ◽  
Trade Openness ◽  
Granger Causality Test ◽  
Causality Test ◽  
Long Run ◽  
Rolling Window ◽  
Short Run ◽  
The Impact

The main objective of this study is to develop first time trade openness index and use this index to examine the link between trade openness and economic growth in case of India. This study employs a new endogenous growth model for theoretical support, auto-regressive distributive lag model and rolling window regression method in order to determine long run and short run association between trade openness and economic growth. Further granger causality test is used to determine the long run and short run causal direction. The results reveal that human capital and physical capital are positively related to economic growth in the long run. On the other hand, trade openness index negatively impacts on economic growth in the long run. The new evidence is provided by the rolling window regression results i.e. the impact of trade openness index on economic growth is not stable throughout the sample. In the short run trade openness index is positively related to economic growth. The result of granger causality test confirms the validity of trade openness-led growth and human capital-led growth hypothesis in the short run and long run.

The Relevance of the Tourism-Led Growth Hypothesis to Malaysia

2017 ◽  
pp. 188-202 ◽  
Author(s):  
Chor Foon Tang ◽  
Eu Chye Tan
Keyword(s):  
Economic Growth ◽  
Granger Causality ◽  
Granger Causality Test ◽  
Developed Countries ◽  
Causality Test ◽  
Full Sample ◽  
Aggregated Data ◽  
Long Run ◽  
Short Run ◽  
Disaggregated Data

This paper explored whether the tourism-led growth (TLG) hypothesis is empirically relevant to Malaysia based upon both full sample and rolling sample analyses. Data from January 1995 to December 2010 have been utilised for the purpose. Instead of relying upon aggregated data of tourist arrivals, disaggregated data of arrivals from 12 major tourism markets are relied upon for more insightful and accurate findings. The empirical results suggest that there was cointegration between Malaysia's economic growth and tourist arrivals from these tourism markets. However, the results of the full sample Granger causality test indicate that only 2 out of 12 tourism markets contributed to economic growth in the short-run. The TLG hypothesis is only supported in the long run by tourist arrivals from 10 out of the 12 tourism markets. The rolling-based Granger causality test shows that it is also these 10 markets situated mostly in developed countries that could provide a stable support for the TLG hypothesis.

Dynamic linkages among international crude oil, exchange rate and Norwegian stock market: evidence from ARDL bound testing approach

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Shelly Singhal ◽  
Sangita Choudhary ◽  
Pratap Chandra Biswal
Keyword(s):  
Exchange Rate ◽  
Stock Market ◽  
Crude Oil ◽  
Granger Causality ◽  
Granger Causality Test ◽  
Oil Price ◽  
Causality Test ◽  
Content Type ◽  
Long Run ◽  
Integration Test

Purpose The purpose of this paper is to examine the long-run association and short-run causality among oil price, exchange rate and stock market in Norwegian context. Design/methodology/approach This work uses auto regressive distributed lag (ARDL) bound co-integration test to examine the long-run association among international crude oil, exchange rate and Norwegian stock market. Further to test the causality, Toda–Yamamoto Granger causality test is used. Daily data ranging from 1 January, 2011 to 31 December, 2018 is used in this study. Findings Findings of this study suggest the existence of long-run equilibrium relationship among oil price, exchange rate and Norwegian stock market when oil price is taken as dependent variable. Further, this study observes the bi-directional causality between Norwegian stock market and exchange rate and unidirectional causality between oil and Norwegian stock market (from oil to stock market). Originality/value To the best of the authors’ knowledge, this the first study in context of Norway to explore the long-run association and causal relationships among international crude oil price, exchange rate and stock market index. Particularly, association of exchange rate and stock market largely remains unexplored for Norwegian economy. Further, majority of studies conducted in Norwegian setup have considered the period up to year 2010 and association of these variables is found to be time varying. Finally, this study uses ARDL bound co-integration test and Toda–Yamamoto Granger causality test. These methodologies have been used in literature in context of other countries like India and Mexico but not yet applied to study the Norwegian case.

Pattern of public debt and debt overhang among BRICS nations: an empirical analysis

2019 ◽  
Vol 12 (3) ◽  
pp. 345-363
Author(s):  
Justin Joy ◽  
Prasant Kumar Panda
Keyword(s):  
Economic Growth ◽  
Public Debt ◽  
Granger Causality Test ◽  
Capital Formation ◽  
Debt Service ◽  
Causality Test ◽  
Content Type ◽  
Debt Overhang ◽  
Long Run ◽  
Domestic Savings

Purpose This paper aims to analyze the pattern of public debt in Brazil, Russian Federation, India, China and South Africa (BRICS) in a comparative perspective. Besides, an attempt is made to verify the existence of debt overhang as suggested by Krugman (1988) among BRICS nations. Design/methodology/approach Annual panel data for BRICS for the period 1980-2016 has been used for the analysis. Percentage ratio method has been used to analyze the pattern of debt. Panel covariate augmented Dickey–Fuller (pCADF) test has been used to verify the time series properties of the variable, while panel cointegration test of Pedroni (1999) is used to check the existence of any co-integrating vector among the variables. Panel Granger causality test is used to check the causality between the variables. Findings Co-integration result suggests that there exists a strong long-run equilibrium relationship between debt service, domestic savings, capital formation and economic growth of BRICS nations. From Granger causality test, it is observed that domestic savings and capital formation are Granger caused by debt servicing. The coefficients from fully modified ordinary least squares measure a negative impact of debt service on gross capital formation and gross domestic saving. This suggests that the payment for debt service affects capital formation and gross domestic savings adversely. Thus, it gives primary signals for debt overhang effect in BRICS nations. Practical implications Allowing debt service to negatively affect the investment and potential investment will result in slowdown or stagnation in economic growth in the long run, so strategies need to be taken in BRICS nations to check the adverse effects of rising level of debt-service-payment-to-gross national income ratio on domestic savings and capital formation. BRICS nations need to reduce their debt service payment by undertaking appropriate strategy of debt overhaul and fiscal management so that domestic savings and capital formation in the country will not be adversely affected. Besides, BRICS nations need to take measures to augment its domestic savings and capital formations. Originality/value To the best of the authors’ knowledge, no published works have analyzed the pattern of public debt for BRICS (major developing nations). Debt servicing is also not checked for BRICS in recent papers, considering overhang approach.

scholarly journals Economic Growth, Domestic Investment, Real Exchange Rate and Trade Openness in India: A multi-cointegration analysis

2016 ◽  
Vol 12 (3) ◽  
pp. 169-184
Author(s):  
Md. Samsur Jaman
Keyword(s):  
Economic Growth ◽  
Exchange Rate ◽  
Real Exchange Rate ◽  
Granger Causality ◽  
Trade Openness ◽  
Granger Causality Test ◽  
Domestic Investment ◽  
Causality Test ◽  
Long Run ◽  
Short Run

This study examines the relationships between economic growth, gross domestic investment, real exchange rate and trade openness in Indian Economy using the Johansen –Juselius cointegration test and VEC Granger causality test. The results suggest that there exists a long-run relationship among the variables. All the estimated coefficients of the long-run equation have the correct positive signs and significant at least at the 5 per cent level. Specifically, in the long run, a 1% increase in Gross Domestic Investment (GDI) increases 0.066% in economic growth. Similarly, a 1% increase in trade openness leads to 0.082% increase in economic growth and a 1% increase in real exchange rate leads to 0.26% increase in economic growth. Thus, in the long run, Gross Domestic Investment (GDI), trade openness and real exchange rate have positively impact on economic growth. The results from the VEC Granger causality test suggest that in the short run only economic growth has short run impact on Gross Domestic Investment (GDI). The other variables have no short run impact on each other. Thus, there is a unidirectional causality from economic growth to GDI, but there is no feedback effect.

Testing tourism-led growth hypothesis in Laos?

2018 ◽  
Vol 73 (2) ◽  
pp. 242-251 ◽  
Author(s):  
Phouphet Kyophilavong ◽  
John Luke Gallup ◽  
Teerawat Charoenrat ◽  
Kenji Nozaki
Keyword(s):  
Economic Growth ◽  
Granger Causality ◽  
Tourism Development ◽  
Causality Test ◽  
Content Type ◽  
Distributed Lag ◽  
Long Run ◽  
Causality Tests ◽  
Econometric Approach ◽  
Growth Hypothesis

Purpose The purpose of this paper is to investigate the tourism-led growth hypothesis in Laos. Design/methodology/approach The authors test the tourism-led growth hypothesis using autoregressive distributed lag (ARDL) cointegration estimation (Pesaran et al., 2001) and Granger causality tests. Findings The results of this paper show that when tourism is forcing variable, there is no long-run relationship between tourism development and economic growth. The Granger causality test demonstrates that there is a uni-directional causality running from economic growth in tourism. Social implications The empirical results and policy recommendation may be useful for other small developing countries. Originality/value This study is the first study to investigate the relationship between tourism development and growth in Laos, using a relatively new econometric approach – ARDL bound testing.

scholarly journals Examining the Causal Relationship between Private Sector Credit Extended and Economic Growth in Namibia

2019 ◽  
Vol 11 (2(J)) ◽  
pp. 23-29
Author(s):  
Andreas . ◽  
J P S Sheefeni
Keyword(s):  
Economic Growth ◽  
Private Sector ◽  
Granger Causality ◽  
Granger Causality Test ◽  
Test Results ◽  
Causality Test ◽  
Long Run ◽  
Integration Test ◽  
Stationarity Test ◽  
Lending Rates

The paper examined causality between Private Sector Credit Extension (PSCE) and Economic growth using quarterly data for the period 2000:Q1-2017:Q4, in Namibia. The variables employed were Gross Domestic Product (GDP), Private Sector Credit Extended, Broad Money Supply (M2) and lending rates. The study tested for stationarity in order to determine the order of integration. Furthermore, a co-integration test was conducted on different sets of variables to establish the long run relationship. Granger causality test was also conducted to establish the direction of the relationships between the variables. The results for the stationarity test showed a combination of different orders of integration. The co-integration test revealed a stable long-run relationship among the variables. The Granger causality test results revealed one-directional causality running from PSCE to GDP. Therefore, one can conclude that that change in private sector credit extended can help predict economic growth.

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