energy consumption and gdp in developing countries a cointegrated panel analysis in this paper we re investigate the co movement and the causality relationship between energy consumption and gdp in 18 developing countries using data for the period 1975 to 2001 recently developed tests for the panel unit root heterogeneous panel cointegration and panel based error correction models are employed the empirical results provide clear support of a long run cointegration relationship after allowing for the heterogeneous country effect the long run relationship is estimated using a full modified ols the evidence shows that long run and short run causalities run from energy consumption to gdp but not vice versa this result indicates that energy conservation may harm economic growth in developing countries regardless of being transitory or permanent

bounds testing approach to analyzing the environment kuznets curve hypothesis with structural beaks the role of biomass energy consumption in the united states abstract this paper re examines the specification of the environmental kuznets curve ekc for the us economy by accounting for the presence of a major renewable energy source and trade openness over the period 1960 2016 biomass energy consumption and trade openness as well as oil prices are considered as additional determinants of economic growth and consequentially of co 2 emissions the bounds testing approach to cointegration is used to examine the long run relationship between the variables in the presence of structural breaks the causal relationship between the variables is investigated by applying the vecm granger causality test and accommodating structural breaks the results confirm the presence of cointegration between the variables moreover the relationship between economic growth and co 2 emissions is not only inverted u shaped but also n shaped in the presence of structural breaks and biomass biomass energy consumption lowers co 2 emissions exports imports and trade openness are also environment friendly the causality analysis underscores a feedback effect between biomass energy consumption and co 2 emissions economic growth still granger causes co 2 emissions in this new setup

the causality relationship between energy consumption and gdp in g 11 countries revisited abstract this paper explores whether energy conservation policies can be implemented in countries with the same level of development that is is restraining energy consumption without compromising economic growth feasible in all industrialized countries a new granger non causality testing procedure developed by toda and yamamoto 1995 journal of econometrics 66 225 250 is applied to re investigate the relationship if any between energy consumption and income in 11 major industrialized countries the results clearly do not support the view that energy consumption and income are neutral with respect to each other except in the case of the united kingdom germany and sweden where a neutral relationship is found bi directional causality in the united states and uni directional running from energy consumption to gdp in canada belgium the netherlands and switzerland are found this indicates that energy conservation may hinder economic growth in the latter five countries further the causality relationship appears to be uni directional but reversed for france italy and japan which implies that in these three countries energy conservation may be viable without being detrimental to economic growth

energy consumption real income and temporal causality results from a multi country study based on cointegration and error correction modelling techniques abstract unlike previous studies on the causal relationship between energy consumption and economic growth this paper illustrates how the finding of cointegration i e long term equilibrium relationship between these variables may be used in testing granger causality based on the most recent johansen s multivariate cointegration tests preceded by various unit root or non stationarity tests we test for cointegration between total energy consumption and real income of six asian economies india pakistan malaysia singapore indonesia and the philippines non rejection of cointegration between variables rules out granger non causality and imples at least one way of granger causality either unidirectional or bidirectionial secondly by using a dynamic vector error correction model we then analyse the direction of granger causation and hence the within sample granger exogeneity or endogeneity of each of the variables thirdly the relative strength of the causality is gauged through the dynamic variance decomposition technique by decomposing the total impact of an unanticipated shock to each of the variables beyond the sample period into proportions attributable to shocks in the other variables including its own in the bivariate system results based on these tools of methodology indicate that while all pair wise relationships shared common univariate integrational properties only relationships for three countries india pakistan and indonesia were cointegrated for these countries temporal causality results were mixed with unidirectional causality from energy to income for india exactly the reverse for indonesia and mutual causality for pakistan the vdcs were not inconsistent with these results and provided us with an additional insight as to the relatively more dominant direction of causation in pakistan simple bivariate vector autoregressive models for the three non cointegrated systems did not indicate any direction of causality significantly in either direction

energy consumption and gdp causality relationship in g 7 countries and emerging markets abstract the causality relationship between energy consumption and income is a well studied topic in energy economics this paper studies the time series properties of energy consumption and gdp and reexamines the causality relationship between the two series in the top 10 emerging markets excluding china due to lack of data and g 7 countries we discover bi directional causality in argentina causality running from gdp to energy consumption in italy and korea and from energy consumption to gdp in turkey france germany and japan hence energy conservation may harm economic growth in the last four countries

energy and national income in korea further evidence on the role of omitted variables abstract results of this paper indicate that the real oil price is a major determinant of real national income and energy consumption the combined effects of real money and real government expenditure on real income and energy consumption are also substantial a lack of causality or the causality between energy and real income in prior studies is due to the omitted variables results also confirm that the two oil price shocks combined adversely affected real national income

an investigation of co integration and causality between energy consumption and economic activity in taiwan applying hsiao a version of the granger causality method this paper examines the causality between energy and gnp and energy and employment by applying recently developed techniques of co integration and hsiao s version of the granger causality to taiwanese data for the 1955 1993 period the phillips perron tests reveal that the series with the exception of gnp are not stationary and therefore differencing is performed to secure stationarity the study finds causality running from gdp to energy consumption without feedback in taiwan it is also found that causality runs from gdp to energy but not vice versa

connectedness network and dependence structure mechanism in green investments abstract we present an empirical study of renewable energy stock returns and their relation to four major investment asset classes stocks currency us treasury bonds and oil and several sources of uncertainty applying nonlinear causality and connectedness network analysis on data covering the period 2004 2016 we investigate the directionality and connectedness among different asset classes as well as between uncertainties first from the results of the estimation of directionality and network spillovers it can be concluded that the european stock market has a strong market dependence on renewable energy stock prices second uncertainties have an economically significant impact on both return and volatility spillover in energy investments third most of the uncertainties are net transmitters of volatility connectedness during the global financial crisis gfc and european sovereign debt crisis esdc

renewable energy oil prices and economic activity a granger causality in quantiles analysis this paper analyzes the causal relationship between renewable energy consumption oil prices and economic activity in the united states from july 1989 to july 2016 considering all quantiles of the distribution although the concept of granger causality is defined for the conditional distribution the majority of papers have tested granger causality using conditional mean regression models in which the causal relations are linear we apply a granger causality in quantiles analysis that evaluates causal relations in each quantile of the distribution under this approach we can discriminate between causality affecting the median and the tails of the conditional distribution we find evidence of bi directional causality between changes in renewable energy consumption and economic growth at the lowest tail of the distribution besides changes in renewable energy consumption lead economic growth at the highest tail of the distribution our results also support the unidirectional causality from fluctuations in oil prices to economic growth at the extreme quantiles of the distribution finally we find evidence of lower tail dependence from changes in oil prices to changes in renewable energy consumption our findings call for government policies aimed at developing renewable energy markets to increase energy efficiency in the u s

energy consumption and economic growth in the next 11 countries the bootstrapped autoregressive metric causality approach abstract departing from previous literature using bootstrapped autoregressive metric causality approach which is more robust against non stationarity and break problems than lag augmented tests this study analyzes causal relation between economic growth and energy consumption in the next 11 countries estimating a trivariate model consisting of gdp per capita energy consumption per capita and gross capital formation it was found that the neutrality hypothesis is valid for all of the countries except for turkey these findings imply that energy conservation oriented policies should be implemented in bangladesh egypt indonesia iran korea mexico pakistan and philippines in the case of turkey a unidirectional causal nexus was found from energy consumption to economic growth since the growth hypothesis is valid energy conservation policy poses an obstacle for economic growth in turkey

the relation between chinese economic development and energy consumption in the different periods since the 1980s chinese economy grew rapidly with the rapid economic growth chinese energy consumption sharply increased the relation between chinese energy consumption and economic growth is focused on and many researchers have studied this issue by applying the methods such as granger causality test however the results just reveal the relation in a very long period in this paper the history of chinese economy is divided into four periods and the relation between chinese energy consumption and economic growth is examined by applying grey incidence analysis which is one of the most important methods of grey system theory which can be applied to solve the problems with small samples the results show that the relations in different periods are not the same the degree of grey incidences between total energy consumption and values added of secondary industry is larger and the degree of grey incidences between gdp and consumption of coal is larger too and the policy implications of these results are explained

on the relationships between co2 emissions energy consumption and income the importance of time variation abstract the environment that governs the relationships between energy consumption carbon dioxide co2 emissions and gross domestic product gdp in the g7 countries changes over time due to variations in economic growth regulatory policy and technology using a novel approach that may detect causalities when the time constant hypothesis is rejected we find significant time varying granger causalities among the variables under consideration there is bidirectional causality between gdp and energy consumption for japan unidirectional causality running from gdp to energy consumption for italy and unidirectional causality running from energy consumption to gdp for the resource country canada moreover the results also show a bidirectional time varying causality between energy consumption and co2 emissions for the united states and causality from energy consumption to co2 emissions for france finally while we find significant time varying causalities running from gdp to co2 emissions for italy and japan the finding of inverted n shaped curves italy and japan lends no support to the traditional environmental kuznets curve ekc hypothesis for these countries it implies that environmental policy and economic growth should go hand in hand other policy implications of the empirical results have been proposed

causal relationship between energy consumption and gdp revisited the case of korea 1970 1999 abstract causal relationship between energy consumption and economic growth is investigated applying a multivariate model of capital labor energy and gdp usual btu energy aggregate is substituted with a divisia aggregate in an attempt to mitigate aggregation bias to test for granger causality in the presence of cointegration among the variables we employ a vector error correction model rather than a vector autoregressive model empirical results for korea over the period 1970 1999 suggest a long run bidirectional causal relationship between energy and gdp and short run unidirectional causality running from energy to gdp the source of causation in the long run is found to be the error correction terms in both directions

applied econometrics and implications for energy economics research abstract developments in applied econometrics particularly with regard to unit root tests and cointegration tests have motivated a rich empirical literature on energy economics over the last decade this study reviews recent developments in time series econometrics applications in the energy economics literature we first consider the literature on the integration properties of energy variables we begin with a discussion of the implications of whether energy variables contain a unit root and proceed to examine how results differ according to the specific unit root or stationarity test employed we then proceed to examine recent developments in the literature on cointegration granger causality and long run estimates between disaggregated energy consumption and economic growth we review both single country and panel studies and pay particular attention to studies which have expanded the literature through adding variables such as financial development and trade in addition to energy consumption to the augmented production function as well as studies which have extended the literature through examining disaggregated energy consumption by type in each case we highlight best practice in the literature point to limitations in the literature including econometric modeling challenges and suggest recommendations for future research a key message of our survey is that the profession needs to guard against overload of research in these areas as most applied studies are no longer adding anything more to what is already known

time varying analysis of co2 emissions energy consumption and economic growth nexus statistical experience in next 11 countries this paper detects the direction of causality among carbon dioxide co2 emissions energy consumption and economic growth in next 11 countries for the period 1972 2013 changes in economic energy and environmental policies as well as regulatory and technological advancement over time cause changes in the relationship among the variables we use a novel approach i e time varying granger causality and find that economic growth is the cause of co2 emissions in bangladesh and egypt economic growth causes energy consumption in the philippines turkey and vietnam but the feedback effect exists between energy consumption and economic growth in south korea in the cases of indonesia and turkey we find the unidirectional time varying granger causality running from economic growth to co2 emissions thus validates the existence of the environmental kuznets curve hypothesis which indicates that economic growth is achievable at the minimal cost of environment the paper gives new insights for policy makers to attain sustainable economic growth while maintaining long run environmental quality

energy consumption as a condition for per capita carbon dioxide emission growth the results of a qualitative comparative analysis in the european union abstract the problematic of climatic changes and the respective consequences raises the need to discuss the problem and define measures to control and or reverse them because one of the causes of climatic changes is the emission of greenhouse gases the european union defined the reduction of emissions as a main concern as well as increasing efficiency in the energy sector with the objective of analysing the main conditions affecting the growth of per capita emissions this paper uses a fuzzy set qualitative comparative analysis fsqca based on a sample of data from 2010 to 2014 the conditions evaluated were i gdp growth ii change in the share of gdp relating to private consumption iii change in the share of gdp relating to public consumption iv change in the share of gdp on investment v and energy consumption growth the main drivers contributing to reduced emissions were the crisis and energy consumption evaluation of the main factors affecting emissions growth is the main contribution of this study considering that economic growth is an obvious goal the european union must design measures encouraging investment in more efficient and less pollutant technologies which is also in accordance with oecd sustainability goals

a note on the causal relationship between energy and gdp in taiwan abstract this paper re examines the causality between energy consumption and gdp by using updated taiwan data for the period 1954 1997 as a secondary contribution we investigate the causal relationship between gdp and the aggregate as well as several disaggregate categories of energy consumption including coal oil natural gas and electricity applying granger s technique we find bidirectional causality between total energy consumption and gdp we find further that different directions of cause exist between gdp and various kinds of energy consumption

the relationship between energy and gnp further results this paper reexamines the casuality between gnp and energy consumption by using updated us data for the period 1947 1979 as a secondary contribution we investigate the causal relationship between energy consumption and employment applying sims technique we find no causal relationship between gnp and energy consumption we find further that there is a slight unidirectional flow running from employment to energy consumption economic interpretations of the empirical results are also presented

short interest and the asymmetry of the price volume relationship in the canadian stock market abstract several studies have revealed an asymmetry in the price volume relationship in the equities markets this paper verifies this relationship using canadian data and presents an alternative test of the costly short sales hypothesis based on the volume of outstanding short interest in the stock market contrary to previous studies the empirical tests in this study do not rely on futures markets data but rather measure and compare the effects of relative short interest positions on the price volume relationship for positive and negative price changes the results suggest that the greater the ratio of short positions to the number of shares outstanding the greater the trading volume associated with price increases relative to that accompanying price decreases

is efficiency of crude oil market affected by multifractality evidence from the wti crude oil market in this paper we investigate the dynamics of relationship between efficiency and multifractality of wti crude oil market based on the cross correlation analysis and the nonlinear granger causality analysis we find that the inefficiency and multifractality of the wti crude oil returns interact positively in a nonlinear mechanism this suggests that the increase of multifractality degree will lead to the lower degree of market efficiency and vice versa our findings have some important implications for oil price forecasting and portfolio management

coal consumption co2 emission and economic growth in china empirical evidence and policy responses this article investigates the relationship between coal consumption and income in china using both supply side and demand side frameworks cointegration and vector error correction modeling show that there is a unidirectional causality running from coal consumption to output in both the short and long run under the supply side analysis while there is also a unidirectional causality running from income to coal consumption in the short and long run under the demand side analysis the results also reveal that there is bi directional causality between coal consumption and pollutant emission both in the short and long run hence it is very difficult for china to pursue a greenhouse gas abatement policy through reducing coal consumption switching to greener energy sources might be a possible alternative in the long run

disaggregated industrial energy consumption and gdp the case of shanghai 1952 1999 abstract this paper investigates the causal relationship between various kinds of industrial energy consumption and gdp in shanghai for the period 1952 1999 using a modified version of the granger 1969 causality test proposed by toda and yamamoto j econ 66 1995 225 the empirical evidence from disaggregated energy series seems to suggest that there was a uni directional granger causality running from coal coke electricity and total energy consumption to real gdp but no granger causality running in any direction between oil consumption and real gdp

on energy consumption and gdp studies a meta analysis of the last two decades abstract the relationship between energy consumption and gdp growth has been intensely examined in multiple frameworks set by various methods and countries this paper is a meta analysis of 51 studies published in the last two decades with worldwide data since 1949 on the relationship between energy consumption and gdp growth the aim is to systemize some of the factors that cause the variation of results in these studies our results yield evidence that the long run elasticity of gdp growth with respect to energy consumption is not independent of the method employed for cointegration the data type and the inclusion of variables such as the price level or capital in the cointegration equation also 1 increase in capital increases the elasticity of gdp with respect to energy consumption by 0 85

linear and nonlinear causality between sectoral electricity consumption and economic growth evidence from taiwan this study investigates the linear and nonlinear causality between the total electricity consumption tec and real gross domestic production rgdp unlike previous literature we solve the undetermined relation between rgdp and electricity consumption by classifying tec into industrial sector consumption isc and residential sector consumption rsc as well as investigating how tec isc and rsc influence taiwan s rgdp by using the granger s linear causality test it is shown that i there is a bidirectional causality among tec isc and rgdp but a neutrality between rsc and rgdp with regard to the linear causality and ii there is still a bidirectional causality between tec and rgdp but a unidirectional causality between rsc and rgdp with regard to the nonlinear causality on the basis of i and ii we suggest that the electricity policy formulators loosen the restriction on isc and limit rsc in order to achieve the goal of economic growth

energy use for economic growth a trivariate analysis from tunisian agriculture sector abstract following the importance of energy in the agrarian economies the investigation of the causal relationship between energy consumption in agriculture sector and economic growth has a fundamental role in implementing suitable policies this paper examines the causal relationship between energy consumption and agricultural value added controlling for trade openness in tunisia from 1980 to 2007 the relationship is investigated at aggregated as well as disaggregated components of energy consumption including oil and electricity using granger s technique it is shown that various results are obtained regarding the direction of causality between competing variables nevertheless the most common finding suggest that trade openness and both aggregated and disaggregated energy consumption granger causes agricultural value added therefore the energy led growth and trade led growth hypotheses are supported in the tunisian agriculture sector an important policy implication resulting from this study is that energy can be considered as a limiting factor to agriculture value added and therefore shocks to energy supply would have a negative impact onto agriculture performance furthermore trade liberalization seems to be a stimulus factor to the tunisian agriculture development

energy consumption and economic growth assessing the evidence from greece abstract this paper attempts to shed light into the empirical relationship between energy consumption and economic growth for greece 1960 1996 employing the vector error correction model estimation the vector specification includes energy consumption real gdp and price developments the latter taken to represent a measure of economic efficiency the empirical evidence suggests that there is a long run relationship between the three variables supporting the endogeneity of energy consumption and real output these findings have important policy implications since the adoption of suitable structural policies aiming at improving economic efficiency can induce energy conservation without impeding economic growth

a new statistic and practical guidelines for nonparametric granger causality testing abstract in this paper we introduce a new nonparametric test for granger non causality which avoids the over rejection observed in the frequently used test proposed by hiemstra and jones 1994 testing for linear and nonlinear granger causality in the stock price volume relation journal of finance 49 1639 1664 after illustrating the problem by showing that rejection probabilities under the null hypothesis may tend to one as the sample size increases we study the reason behind this phenomenon analytically it turns out that the hiemstra jones test for the null of granger non causality which can be rephrased in terms of conditional independence of two vectors x and z given a third vector y is sensitive to variations in the conditional distributions of x and z that may be present under the null to overcome this problem we replace the global test statistic by an average of local conditional dependence measures by letting the bandwidth tend to zero at appropriate rates the variations in the conditional distributions are accounted for automatically based on asymptotic theory we formulate practical guidelines for choosing the bandwidth depending on the sample size we conclude with an application to historical returns and trading volumes of the standard and poor s index which indicates that the evidence for volume granger causing returns is weaker than suggested by the hiemstra jones test

interaction between oil and us dollar exchange rate nonlinear causality time varying influence and structural breaks in volatility abstractthis article examines the nonlinear granger causality and time varying influence between crude oil prices and the us dollar usd exchange rate using the hiemstra and jones hp test the diks and panchenko dp test and the time varying parameter structural vector autoregression model by applying the iterated cumulative sums of squares icss algorithm and the dcc garch model the effects of structural breaks in volatility of the two markets are also investigated the empirical analysis indicates that first crude oil prices are the nonlinear granger cause of the usd exchange rate but not vice versa second the usd exchange rate exerts a stronger and more stable negative influence on crude oil prices in the short term and the influence gradually weakens after 2012 finally ignoring structural breaks can increase the negative volatility correlation between the oil and usd exchange rate markets which is particularly remarkable during the financial crisis

testing for linear and nonlinear granger causality in the stock price volume relation linear and nonlinear granger causality tests are used to examine the dynamic relation between daily dow jones stock returns and percentage changes in new york stock exchange trading volume we find evidence of significant bidirectional nonlinear causality between returns and volume we also examine whether the nonlinear causality from volume to returns can be explained by volume serving as a proxy for information flow in the stochastic process generating stock return variance as suggested by clark s 1973 latent common factor model after controlling for volatility persistence in returns we continue to find evidence of nonlinear causality from volume to returns

causal nexus between energy consumption and economic growth for high middle and low income countries using frequency domain analysis abstract this study aims to investigate the causal nexus between energy consumption and economic growth for 119 countries from all over the world having at least 30 years of available data on candidate variables including 30 high income oecd 13 high income non oecd 65 middle income and 11 low income countries the study employs granger causality in the frequency domain context for empirical analysis which allows one to examine the causal nexus over different frequencies and thus provides relatively a better picture of the causal nexus between the candidate variables in particular we examine the temporary short run as well as at permanent long run causal nexus between energy consumption and economic growth the empirical results suggest that 18 countries including 5 high income oecd 2 high income non oecd 10 middle income and 1 low income confirm the existence of feedback hypothesis 25 countries including 4 high income oecd 3 high income non oecd 14 middle income and 4 low income confirm growth hypothesis out of total 119 countries similarly 40 countries including 6 high income oecd 6 high income non oecd 27 middle income and 1 low income suggest conservation hypothesis while 36 countries comprising of 15 high income oecd 2 high income non oecd 14 middle income and 5 low income hold neutrality hypothesis between energy consumption and economic growth out of 119 countries the findings of the study suggest that an appropriate and effective public policy is required for all sample countries both in the short and long term while considering sustainable economic growth and development

world oil and agricultural commodity prices evidence from nonlinear causality abstract the increasing co movements between the world oil and agricultural commodity prices have renewed interest in determining price transmission from oil prices to those of agricultural commodities this study extends the literature on the oil agricultural commodity prices nexus which particularly concentrates on nonlinear causal relationships between the world oil and three key agricultural commodity prices corn soybeans and wheat to this end the linear causality approach of toda yamamoto and the nonparametric causality method of diks panchenko are applied to the weekly data spanning from 1994 to 2010 the linear causality analysis indicates that the oil prices and the agricultural commodity prices do not influence each other which supports evidence on the neutrality hypothesis in contrast the nonlinear causality analysis shows that i there are nonlinear feedbacks between the oil and the agricultural prices and ii there is a persistent unidirectional nonlinear causality running from the oil prices to the corn and to the soybeans prices the findings from the nonlinear causality analysis therefore provide clues for better understanding the recent dynamics of the agricultural commodity prices and some policy implications for policy makers farmers and global investors this study also suggests the directions for future studies

is renewable energy effective in promoting growth abstract this paper applies panel data techniques to analyze the role of the various energy sources in economic growth for a set of 24 european countries 1990 2007 controlling for energy consumption and energy dependency the results suggest that the negative effect of the use of renewables supplants the positive effect of creating income by exploiting a natural resource locally and thus growth does not appear to improve with the change towards renewables the high costs of promoting renewables are probably being placed excessively upon the economy namely by increasing the costs of electricity tariffs thus inducing a deceleration in economic activity fossil fuels lead to dissimilar effects on growth while natural gas does not appear to be relevant in explaining growth coal hampers the capacity for growth whereas the use of oil stimulates that growth this is in line with productive structures that are deeply grounded in fossil fuels particularly oil

energy consumption and economic growth in vietnam abstract this study attempts to analyse the relationship between energy consumption and economic growth in vietnam using the neoclassical solow growth framework for the 1971 2011 period the concept and methods of cointegration and granger causality are used to establish the relationship between the variables of interest our results confirm the existence of cointegration among the variables in particular energy consumption fdi and capital stock were found positively influence economic growth in vietnam the granger causality test revealed unidirectional causality running from energy consumption to economic growth hence vietnam is an energy dependent economy and any energy or environment policy drawn up in an attempt to conserve energy will jeopardise the process of economic development in vietnam for this reason the renewable energy policy should be given attention to provide sufficient supplies of energy to speed up economic expansion investment in r d may be required to incentivise private public institutions to engage in this innovation while the awareness for energy saving policy among public could be integrated to meet social economic development

the energy gdp nexus addressing an old question with new methods abstract this paper reassesses the causal relationship between per capita energy use and gross domestic product while controlling for capital and labour productivity inputs in a panel of 30 oecd countries over the past 40 years the paper uses panel unit root and cointegration testing and specifies an appropriate vector error correction model to analyse the nexus between income and energy use in doing so we contribute to an old debate using modern tools that shed a new light there is some evidence that over the very short run bidirectional causality exists our results also show a strong unidirectional causality running from capital formation and gdp to energy usage in the long run the reverse causality found in recent work is lost we then show that we can reproduce these earlier results in our data if we reproduce a slightly misspecified model for the engle granger two step procedure used in these earlier papers our findings thus imply that results are very sensitive to model misspecification and careful testing of specifications is required our results have some strong policy implications they suggest that policies aimed at reducing energy usage or promoting energy efficiency are not likely to have a detrimental effect on economic growth except over the very short run

the relationship between co2 emissions and economic growth the case of korea with nonlinear evidence abstract using star models we investigate the nonlinear dynamic properties and the interdependence of co2 emissions and economic growth for korea the estimation results indicate that the growth rate of both co2 emissions and industrial production exhibit a significant nonlinear asymmetric dynamics while the linear granger causality test finds no causality in any direction the results of the nonlinear granger causality tests show a two way causality between co2 emissions and economic growth the strong mutual causation between co2 emissions and economic activities indicates that the economic impact from co2 mitigation is expected to be higher in korea this suggests that the appropriate energy and environmental policy be to mitigate co2 emissions while having less impact on the economy

economic growth and energy consumption revisited evidence from linear and nonlinear granger causality the relationship between energy consumption and economic growth is considered as an imperative issue in energy economics previous studies have ignored the nonlinear behavior which could be caused by structural breaks in this study both linear and nonlinear granger causality tests are applied to examine the causal relationship between energy consumption and economic growth for a sample of asian newly industrialized countries as well as the u s this study finds evidence supporting a neutrality hypothesis for the united states thailand and south korea however empirical evidence on philippines and singapore reveals a unidirectional causality running from economic growth to energy consumption while energy consumption may have affected economic growth for taiwan hong kong malaysia and indonesia policy implications are also discussed

literature survey on the relationships between energy environment and economic growth abstract the aim of this study is to exhibit an exhaustive survey which is related to the great flight of the literature of energy environment growth nexus at the individual and regional scale studies covering the period from 1978 to 2014 the survey takes into consideration the sample country region etc periods covering econometric strategies and conclusions our survey is based on the causality direction among i the energy use variables electricity nuclear renewable and non renewable and output growth ii between economic growth and environment and between the three variables at the same time globally these surveys provide paradoxical and not conclusive results which energy consumption can boost economic growth through the productivity enhancement and it can boost also the environmental damages through the enhancement of pollutant emissions our survey sheds more the lights on the energy environment growth literature by giving an extensive listing 1978 2014 of these causal linkages among the energy use variables environment and economic growth for both individual and collective cases there is a unanimous consensus about the importance of dealing with such dynamic relationship which is seems to be a cornerstone element in setting any ambition strategies energy ecological and economics

the causal link between energy and output growth evidence from markov switching granger causality abstract in this paper we empirically investigate the causal link between energy consumption and economic growth employing a markov switching granger causality analysis we carry out our investigation using annual u s real gdp total final energy consumption and total primary energy consumption data which cover the period between 1968 and 2010 we find that there are significant changes in the causal relation between energy consumption and economic growth over the sample period under investigation our results show that total final energy consumption and total primary energy consumption have significant predictive content for real economic activity in the u s economy furthermore the causality running from energy consumption to output growth seems to be strongly apparent particularly during the periods of economic downturn and energy crisis we also document that output growth has predictive power in explaining total energy consumption furthermore the power of output growth in predicting total energy consumption is found to diminish after the mid of 1980s

energy consumption and economic growth the experience of african countries revisited abstract the aim of this paper is to re examine the causal relationship between energy consumption and economic growth for seventeen african countries in a multivariate framework by including labor and capital as additional variables we apply the variance decomposition analysis due to pesaran and shin pesaran m h and shin y generalised impulse response analysis in linear multivariate models economics letters 1998 58 17 29 to evaluate how important is the causal impact of energy consumption on economic growth relative to labor and capital the results of our multivariate modified granger causality analysis due to toda and yamamoto toda h y and yamamoto t statistical inference in vector autoregressions with possibly integrated process journal of econometrics 1995 66 225 250 tend to reject the neutrality hypothesis for the energy income relationship in fifteen out of the seventeen countries in contrast results of our variance decomposition analyses show that in eleven out of the seventeen countries energy is no more than a contributing factor to output growth and not an important one when compared to capital and labor labor and capital are the most important factors in output growth in fifteen out of the seventeen countries however these results should be interpreted with care as they may not be sufficiently robust enough to support the inference that energy consumption plays a minor role in the economic growth of african countries

structural breaks energy consumption and economic growth revisited evidence from taiwan abstract this paper studies the stability between energy consumption and gdp for taiwan during 1954 2003 we use aggregate as well as various disaggregate data of energy consumption including coal oil gas and electricity to employ the unit root tests and the cointegration tests allowing for structural breaks our main findings are first though gas consumption seems to have structural breaks in the 1960s after considering the structural breaks the series is a stationary variable when taiwan adopted its expansionary export trade policy second we find that different directions of causality exist between gdp and various kinds of energy consumption the empirical result shows unanimously in the long run that energy acts as an engine of economic growth and that energy conservation may harm economic growth third the cointegration between energy consumption and gdp is unstable and some economic events may affect the stability overall we do find the structural breakpoints and they look to match clearly with the corresponding critical economic incidents

investigating the relationship between electricity consumption and economic growth evidence from south africa abstract this paper explores the causal relationship among electricity consumption economic growth financial development and co 2 emissions for south africa over the period 1971 2012 the autoregressive distributed lag ardl bounds test is used to test for the presence of cointegration whereas the toda and yamamoto augmented granger causality test is used for direction of causality the results of ardl bounds test validate the existence of cointegration among the included variables further the toda and yamamoto granger causality test affirms that there is no causality between electricity consumption and economic growth this signifies that neutrality hypothesis holds for south africa during the period under the study additionally there is a unidirectional causality running from co 2 emissions to electricity consumption as well as a unidirectional causality running from financial development to co 2 emissions the empirical finding suggests that policy makers should establish concrete plans to increase investment in the electricity sector to ensure reliability of supply moreover policy makers need to address the pressing environmental concern by tapping into the sizeable renewable energy potential of the country consequently it will assist in promoting sustainable economic growth and development

regime dependent causality relationship between energy consumption and gdp growth evidence from oecd countries this study empirically investigates the energy consumption gdp growth nexus for the period from 1971 to 2016 for 26 oecd countries the prevailing studies in the literature use limited econometric

efficient equitable and sustainable energy policy in a small open economy concepts and assessments abstract this study aims to develop three broadly defined concepts of designing and evaluating energy policy of a small open economy namely efficiency equity and sustainability which are applied to singapore by analysing the historical energy and economic data and examining energy policies and programs implemented this study finds that 1 energy intensity improves over time and three strategies employed to improve energy efficiency tariffs deregulation and setting energy standards are found to have some positive effects 2 a utility rebate programme is implemented and revised continuously to achieve equity in energy consumption across singapore households 3 by the weak concept of sustainability singapore is considered marginally sustainable institutional technological and market based approaches are being implemented to increase energy efficiency improve energy equity and secure sustainability

nonrenewable energy renewable energy carbon dioxide emissions and economic growth in china from 1952 to 2012 abstract this paper mainly investigates the relationship among energy consumption carbon emissions and economic growth in china from 1952 to 2012 first we implement unit root and cointegration analysis to test the stationary furthermore we analyze the mutual influence among energy consumption carbon emissions and economic growth through granger causality analysis next we also conduct static and dynamic regression analysis on the determinants of carbon emissions and economic growth last we predict the future influence of different energy consumption on carbon emissions and economic growth we find that coal has dominant impact on economic growth and carbon emissions gdp gross domestic product has bi directional relationship with co2 carbon dioxide emission coal gas and electricity consumption it is imperative to change energy consumption structure in china we had better decrease coal consumption rate it is significant to develop hydro and nuclear power in china

the relationship between energy consumption energy prices and economic growth time series evidence from asian developing countries this paper estimates the causal relationships between energy consumption and income for india indonesia the philippines and thailand using cointegration and error correction modelling techniques the results indicate that in the short run unidirectional granger causality runs from energy to income for india and indonesia while bidirectional granger causality runs from energy to income for thailand and the philippines in the case of thailand and the philippines energy income and prices are mutually causal the study results do not support the view that energy and income are neutral with respect to each other with the exception of indonesia and india where neutrality is observed in the short run c 2000 elsevier science b v all rights reserved jel classifications c22 q43 q48

energy conservation and sustainable economic growth the case of latin america and the caribbean this study examines the causal relationships among energy consumption economic growth and carbon dioxide emissions in twenty countries from latin america and the caribbean region the methodology includes the use of phillips and perron pp tests a cointegration model with vector error correction modeling vecm and vector autoregression var with granger causality the study concludes that of the twenty countries analyzed only in four of them will it be possible to implement energy conservation polices without affecting their economic growth four others are not able to consider an energy conservation policy with economic growth and the other twelve should focus on their economic growth before adopting any conservation policies energy efficiency was found in this region especially in the countries which have both cointegration and short term equilibrium

ethical and moral dilemmas associated with strategic relationships between business to business buyers and sellers while ethical and moral issues have been widely considered in the general areas of marketing and sales similar attention has not been given to the impact of strategic account management sam approaches to handling the relationships between suppliers and very large customers sam approaches have been widely adopted by suppliers as a mechanism for managing relationships and partnerships with dominant customers characterized by high levels of buyer seller inter dependence and forms of collaborative partnership observation suggests that the perceived moral intensity of these relationships is commonly low notwithstanding the underlying principles of benefiting the few large strategic customers at the expense of the many smaller customers and other stakeholders and the magnitude of the consequences of concessions made to large customers even though some such consequences may be unintended dilemmas exist also for executives implementing strategic account relationships regarding such issues as information sharing trust and hidden incentives for unethical behaviour we propose the need for greater transparency and senior management questioning of the ethical and moral issues implicit in strategic account management

the causal relationship between energy consumption and economic growth in lebanon this paper investigates the dynamic causal relationship between energy consumption and economic growth in lebanon over the period 1980 2009 within a bivariate framework imposed on us due to data limitations and in an effort to increase the robustness of our results we employ a variety of causality tests namely hsiao toda yamamoto and vector error correction based granger causality tests we find strong evidence of a bidirectional relationship both in the short run and in the long run indicating that energy is a limiting factor to economic growth in lebanon from a policy perspective the confirmation of the feedback hypothesis warns against the use of policy instruments geared towards restricting energy consumption as these may lead to adverse effects on economic growth consequently there is a pressing need to revise the current national energy policy that calls for a 5 energy conservation target also to shield the country from external supply shocks given its substantial dependence on energy imports policymakers should emphasize the development of domestic energy resources further the most pertinent implication is that relaxing the present electric capacity shortages should be made a national priority in view of its potential positive effect on the economy

a literature survey on energy growth nexus abstract this paper provides a survey of the recent progress in the literature of energy consumption economic growth and electricity consumption economic growth causality nexus the survey highlights that most empirical studies focus on either testing the role of energy electricity in stimulating economic growth or examining the direction of causality between these two variables although the positive role of energy on growth has become a stylized fact there are some methodological reservations about the results from these empirical studies a general observation from these studies is that the literature produced conflicting results and there is no consensus neither on the existence nor on the direction of causality between energy consumption electricity consumption and economic growth as a policy implication to avoid from conflicting and unreliable results the authors may use the autoregressive distributed lags bounds test two regime threshold co integration models panel data approach and multivariate models including new variables such as real gross fixed capital formation labor force carbon dioxide emissions population exchange rates interest rates etc thus the authors should focus more on the new approaches and perspectives rather than by employing usual methods based on a set of common variables for different countries and different intervals of time