co2 emissions energy consumption and economic growth in china a panel data analysis this paper examines the causal relationships between carbon dioxide emissions energy consumption and real economic output using panel cointegration and panel vector error correction modeling techniques based on the panel data for 28 provinces in china over the period 1995 2007 our empirical results show that co2 emissions energy consumption and economic growth have appeared to be cointegrated moreover there exists bidirectional causality between co2 emissions and energy consumption and also between energy consumption and economic growth it has also been found that energy consumption and economic growth are the long run causes for co2 emissions and co2 emissions and economic growth are the long run causes for energy consumption the results indicate that china s co2 emissions will not decrease in a long period of time and reducing co2 emissions may handicap china s economic growth to some degree some policy implications of the empirical results have finally been proposed

exploring the effects of energy consumption on output per worker a study of albania bulgaria hungary and romania in this article we explore the long run cointegration between output capital and energy consumption in per worker terms for albania bulgaria hungary and romania we use the augmented solow 1956 model and the ardl bounds procedure pesaran et al 2001 to examine the short run and long run effects of energy and capital on output in per worker terms we also conduct causality test using the toda and yamamoto 1995 non causality procedure our results show the existence of long run cointegration between output per worker and energy per worker for all the four countries we find that energy per worker have a dynamic short run positive effect in albania 0 37 bulgaria 0 25 hungary 0 36 and romania 0 68 and a long run positive effect in bulgaria 0 32 and romania 0 63 which duly indicate that energy consumption has a momentous long run effect in these two countries the causality results indicate a unidirectional causation from output per worker to energy per worker for all the four countries and from capital per worker to energy per worker for albania and romania consequently a balance between effective energy consumption and sound energy conservation policies are likely to support economic growth in the four countries

a multivariate cointegrated modelling approach in testing temporal causality between energy consumption real income and prices with an application to two asian ldcs unlike previous studies on the casual 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 multiple cointegration tests preceded by various unit root or nonstationarity tests we test for cointegration between total energy consumption real income and price level of two asian ldcs thailand and sri lanka nonrejection of cointegration between variables rules out granger noncausality and implies at least one way of granger causality either unidirectional or bidirectional secondly by using a dynamic vector error correction model we then analyse the direction of granger causation and hence the within sample grangerexogeneity 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

industrialization electricity consumption and co2 emissions in bangladesh this paper investigates the relationship between industrialization electricity consumption and co2 emissions in case of bangladesh using quarter frequency data over the period of 1975 2010 the ar

is the energy led growth hypothesis valid new evidence from a sample of 85 countries abstract the energy growth literature contains a large number of discussions on the causal relationship between energy consumption and economic growth the central debate focuses on whether energy consumption contributes or not to economic growth since it has direct implications for the formulation of strategic policies nevertheless current studies cannot provide a conclusive suggestion due to mixed causality results this inconclusive evidence is potentially attributed to model specifications and the stage of economic development of the countries under investigation hence this study attempts to empirically re investigate the validity of the energy led growth hypothesis using a different model specification and different stages of economic development for 85 selected countries around the globe overall although the causality results are mixed among countries we do find a systematic pattern in particular granger causality models with three and four variables are more likely to support the hypothesis compared to their counterparts that contain only two variables in addition both developed and developing countries are more likely to support the energy led growth hypothesis compared to the less developed or low income countries therefore causality results are very sensitive to the choice of the model specification along with the stages of economic development finally energy conservation policies should only focus on low income countries as these policies may not retard the process of economic growth

energy consumption at business cycle horizons the case of the united states in this paper we propose a simple extension to a keynesian type macro model by augmenting it with energy consumption we show the relationship between energy consumption and output in a macroeconomic setting and ask the question do permanent shocks dominate changes in energy consumption and output at business cycle horizons for the united states to achieve the goal of this paper we undertake a variance decomposition analysis of shocks based on a common trend and common cycle framework within a vector error correction model our main finding is that permanent shocks explain the bulk of the variations in energy consumption and output at business cycle horizons for the united states

electricity supply employment and real gdp in india evidence from cointegration and granger causality tests abstract this study probes nexus between electricity supply employment and real gdp for india within a multivariate framework using autoregressive distributed lag ardl bounds testing approach of cointegration long run equilibrium relationship has been established among these variables for the time span 1970 71 to 2005 06 the study further establishes long and short run granger causality running from real gdp and electricity supply to employment without any feedback effect thus growth in real gdp and electricity supply are responsible for the high level of employment in india the absence of causality running from electricity supply to real gdp implies that electricity demand and supply side measures can be adopted to reduce the wastage of electricity which would not affect future economic growth of india

the relationship between gdp and electricity consumption in 10 asian countries the purpose of this study is to estimate the relationships between gdp and electricity consumption in 10 newly industrializing and developing asian countries using both single data sets and panel data procedures the empirical results from single data set indicate that the causality directions in the 10 asian countries are mixed while there is a uni directional short run causality running from economic growth to electricity consumption and a bi directional long run causality between electricity consumption and economic growth if the panel data procedure is implemented these empirical findings imply that electricity conservation policies through both rationalizing the electricity supply efficiency improvement to avoid the wastage of electricity and managing demand side to reduce the electricity consumption without affecting the end user benefits could be initiated without adverse effect on economic growth the findings on the long run relationship indicate that a sufficiently large supply of electricity can ensure that a higher level of 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

regime switching effect of financial development on energy intensity evidence from markov switching vector error correction model abstract studies that deal with financial development and energy intensity usually show the single effect of one variable on another or the causality running between them during the whole sample period but this study is an attempt to explore the regime switching effect of financial development on energy intensity in different periods within the sample using yearly data from 1972 to 2017 in case of bangladesh a markov switching vector error correction model is applied to carry out the study and the results reveal a two regime switching nature of the effect of financial development on energy intensity financial development plays a stimulating role in regime 1 where it plays an inhibiting role in regime 2 to influence energy intensity the duration of regime 1 is longer than that of regime 2 specifying that the promoting effect of financial development on energy intensity is more enduring than the inhibiting effect in bangladesh the results have important policy implications to formulate energy policy and to maintain a balance between financial development and energy intensity in bangladesh and other emerging nations

the impact of electricity supply on economic growth in sri lanka abstract yang energy econ 22 2000 309 has found a bi directional causal relationship between gross domestic product and electricity consumption in taiwan roc this study applies yang s model to examine the impact of electricity supply on economic growth in sri lanka morimoto and hope an extended cba model of hydro projects in sri lanka 2001 have found that the expected increase in economic output due to increased electricity supply parameter eo plays a crucial role in their cost benefit analysis model this study shows that the application of yang s regression analysis is one possible approach to estimate a better range for the parameter eo the estimated figure is that an extra output of rs 88 000 137 000 us1120 1740 for every 1 mw h increase in electricity supply

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

electricity consumption employment and real income in australia evidence from multivariate granger causality tests this paper examines the relationship between electricity consumption employment and real income in australia within a cointegration and causality framework we find that electricity consumption employment and real income are cointegrated and that in the long run employment and real income granger cause electricity consumption while in the short run there is weak unidirectional granger causality running from income to electricity consumption and from income to employment

the dynamics of natural gas consumption and gdp in bangladesh abstract reserves of natural gas in bangladesh are very large and total demand has increased secularly in recent years this paper examines the causal relationship between the consumption of natural gas and gdp in bangladesh over the period 1980 to 2010 we find that there is a positive unidirectional causality running from gdp to natural gas consumption movements in gdp affect the consumption of natural gas but not vice versa while our results rest on several statistical assumptions they support the pursuit of policies that are in line with energy conservation implementing these policies will be of particular significance in light of the fact that bangladesh s current reserves of natural gas will not meet its current level of consumption demand beyond the next two decades

overshooting in the foreign exchange market evidence from the 1970s abstract this paper analyzes the reaction of spot and forward exchange rates to unanticipated weekly money supply changes the empirical results tend to support the overshooting hypothesis that equilibrium exchange rate changes that occur in the short run in response to an unanticipated event exceed the equilibrium exchange rate change in the long rung

causality relationship between electricity consumption and gdp in bangladesh in this paper we examine the causal relationship between the per capita electricity consumption and the per capita gdp for bangladesh using cointegration and vector error correction model our results show that there is unidirectional causality from per capita gdp to per capita electricity consumption however the per capita electricity consumption does not cause per capita gdp in case of bangladesh the finding has significant implications from the point of view of energy conservation emission reduction and economic development

modeling and forecasting natural gas demand in bangladesh natural gas is the major indigenous source of energy in bangladesh and accounts for almost one half of all primary energy used in the country per capita and total energy use in bangladesh is still very small and it is important to understand how energy and natural gas demand will evolve in the future we develop a dynamic econometric model to understand the natural gas demand in bangladesh both in the national level and also for a few sub sectors our demand model shows large long run income elasticity around 1 5 for aggregate demand for natural gas forecasts into the future also show a larger demand in the future than predicted by various national and multilateral organizations even then it is possible that our forecasts could still be at the lower end of the future energy demand price response was statistically not different from zero indicating that prices are possibly too low and that there is a large suppressed demand for natural gas in the country

the dynamic effects of aggregate demand and supply disturbances we interpret fluctuations in gnp and unemployment as due to two types of disturbances disturbances that have a permanent effect on output and disturbances that do not we interpret the first as supply disturbances the second as demand disturbances demand disturbances have a hump shaped mirror image effect on output and unemployment the effect of supply disturbances on output increases steadily over time peaking after two years and reaching a plateau after five years

oil and the macroeconomy since world war ii all but one of the u s recessions since world war ii have been preceded typically with a lag of around three fourths of a year by a dramatic increase in the price of crude petroleum this does not mean that oil shocks caused these recessions evidence is presented however that even over the period 1948 72 this correlation is statistically significant and nonspurious supporting the proposition that oil shocks were a contributing factor in at least some of the u s recessions prior to 1972 by extension energy price increases may account for much of post opec macroeconomic performance

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

renewable energy consumption and income in emerging economies abstract increased economic growth and demand for energy in emerging economies is creating an opportunity for these countries to increase their usage of renewable energy this paper presents and estimates two empirical models of renewable energy consumption and income for a panel of emerging economies panel cointegration estimates show that increases in real per capita income have a positive and statistically significant impact on per capita renewable energy consumption in the long term a 1 increase in real income per capita increases the consumption of renewable energy per capita in emerging economies by approximately 3 5 long term renewable energy per capita consumption price elasticity estimates are approximately equal to 0 70

economic growth energy conservation and emissions reduction a comparative analysis based on panel data for 8 asian pacific countries this study was conducted to evaluate the causality between energy consumption gdp growth and carbon emissions for eight asia pacific countries from 1971 to 2005 using the panel data the results indicate that there are long run equilibrium relationships between these variables additionally causality from energy consumption to co2 emissions was observed generally but there were some opposite relationships also parameter estimations of the panel data model indicate that there are great differences in the carbon emissions the efficiencies of energy use carbon emissions of unit gdp and unit energy consumption between developed and developing countries the base carbon emissions per capita energy consumption and efficiency of energy use in developing countries are far lower than in developed countries however the co2 emissions per unit of energy use is higher although developing countries may reduce their co2 emission per unit energy use total energy consumption will rise rapidly with economic development thus developing countries must determine how to undergo economic growth while conserving energy and reducing emissions to respond to global climate change it is necessary to develop innovative technology for energy use transform the energy structure and conduct the clean development mechanism

exploring the relationship between energy use and economic growth with bivariate models new evidence from g 7 countries abstract there is a rapidly growing literature on the interaction between energy use and economic development with many analysts drawing policy conclusions on the basis of granger causality tests that involve only an energy and an economic variable this paper attempts to demonstrate empirically that such studies although useful for certain applications may be of limited use for policy purposes after outlining theoretical and methodological issues associated with such approaches i apply bivariate energy economy causality tests for canada france germany italy japan the united kingdom and the united states using aggregate and sectoral data and three different modern econometric methods the results which are often contradictory or economically implausible illustrate explicitly that one should be cautious when drawing policy implications with the aid of bivariate causality tests on small samples i therefore underline the importance of utilizing as large sample sizes as possible and using multivariate models which are closer to economic theory accommodate several mechanisms and causality channels and provide a better representation of real world interactions between energy use and economic growth

energy consumption in china and underlying factors in a changing landscape empirical evidence since the reform period abstract in recent decades the phenomenal growth in the chinese economy has created increasing energy consumption this is the first study analysing energy consumption in china considering economic social and political dimensions of globalisation along with the effects from trade and financial sectors the time period covers the full trajectory since the start of economic reform until recent times in this respect we use the konjunkturforschungsstelle kof globalisation index to explore the dynamic link between economic growth financial development trade and various dimensions of globalisation and energy consumption modern time series econometric techniques are used in establishing stationarity long run dynamics and causality of the series the findings suggest that globalisation decreases energy consumption in the short run but increases it in the long run however the effect of financial development on energy consumption in china is opposite to the globalisation effect on energy consumption granger causality reveals a feedback effect between economic globalisation and financial development globalisation in china can only reduce energy consumption if china develops its financial sector to a greater extent in future china should invest in its financial sector and low carbon energy alternatives to achieve sustainable development prevention of energy shortfalls and cleaner environment would assist in bridging the gap both from social and political aspects to ensure china benefits significantly with high economic growth in this asian century

stochastic trends and economic fluctuations are business cycles mainly the result of permanent shocks to productivity this paper uses a long run restriction implied by a large class of real business cycle models identifying permanent productivity shocks as shocks to the common stochastic trend in output consumption and investment to provide new evidence on this question econometric tests indicate that this common stochastic trend cointegration implication is consistent with postwar u s data however in systems with nominal variables the estimates of this common stochastic trend indicate that permanent productivity shocks typically explain less than half of the business cycle variability in output consumption and investment copyright 1991 by american economic association

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

electricity consumption and economic growth in china abstract this paper applies the error correction model to examine the causal relationship between electricity consumption and real gdp for china during 1971 2000 our estimation results indicate that real gdp and electricity consumption for china are cointegrated and there is unidirectional granger causality running from electricity consumption to real gdp but not vice versa in order to overcome the constraints on electricity consumption the chinese government has to speed up the nation wide interconnection of power networks to upgrade urban and rural distribution grids and to accelerate rural electrification

energy and economic growth in the usa a multivariate approach abstract this paper examines the causal relationship between gdp and energy use for the period 1947 90 in the usa the relationship between energy use and economic growth has been examined by both biophysical and neoclassical economists in particular several studies have tested for the presence of a causal relationship in the granger sense between energy use and economic growth however these tests do not allow a direct test of the relative explanatory powers of the neoclassical and biophysical models a multivariate adaptation of the test vector autoregression var does allow such a test a var of gdp energy use capital stock and employment is estimated and granger tests for causal relationships between the variables are carried out although there is no evidence that gross energy use granger causes gdp a measure of final energy use adjusted for changing fuel composition does granger cause gdp

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

energy use and output growth in canada a multivariate cointegration analysis using a neo classical one sector aggregate production technology where capital labor and energy are treated as separate inputs this paper develops a vector error correction vec model to test for the existence and direction of causality between output growth and energy use in canada using the johansen cointegration technique the empirical findings indicate that the long run movements of output labor capital and energy use in canada are related by two cointegrating vectors then using a vec specification the short run dynamics of the variables indicate that granger causality is running in both directions between output growth and energy use hence an important policy implication of the analysis is that energy can be considered as a limiting factor to output growth in canada

energy growth conundrum in energy exporting and importing countries evidence from heterogeneous panel methods robust to cross sectional dependence abstract this article uses the panel methods for energy exporting and importing countries that discuss the heterogeneity and cross sectional dependence in investigating the linkages between energy consumption and economic growth the findings of the study suggest that the energy consumption is an important input not only in the energy importing but also in energy exporting countries furthermore the results of the present paper suggest that the policy options should be different for the different countries in the back drop of heterogeneous slope coefficients

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

output and unemployment dynamics in the united states 1950 1985 for us data over 1950 1985 the stochastic components of gnp growth and the unemployment rate appear to be stationary and there is substantial feedback between these variables the unconditional mean rate of unemployment in a joint model thus provides a natural benchmark in discussions of the business cycle a bivariate var model is used to describe output unemployment dynamics to estimate the degree of persistence of output innovations and to decompose output into trend and cycle the bivariate results are interpreted using a restricted var and it is shown that a closely related cyclical measure can be obtained directly from the okun s law equation

foreign direct investment in the energy and power sector in bangladesh implications for economic growth abstract in this paper we present a discussion on current energy and power situation of the country and examine the causal relationship between fdi in the energy and power sector and economic growth in bangladesh for the period 1972 2010 related trend reveals a considerable gap between energy production and energy use during this period moreover inflow trend of fdi was also fluctuating over the studied period we also find that there are robust positive and unidirectional short run causal relationships running from fdi to energy use and from energy use to gdp growth empirical results also confirm a causal relationship for the energy use equation in the long run considering the resource and technology gap and requirements for the development of the energy and power sector fdi should be encouraged to this sector that would be imperative to the targeted gdp growth

toward a new deal for saudi arabia oil or islamic stock market investment amid the ongoing national development programme of saudi arabia saudi vision 2030 a large trade openness plan to reduce saudi arabia s dependence on oil and to diversify its economy is announced

energy efficiency and the slump in labour productivity in the usa energy consumption is included in an aggregate cobb douglas production function for the usa the data suggest that energy conservation has not reduced the growth rate for real gnp by more than 0 3 percentage points and that less than one fifth of the overall slump in labour productivity since 1973 should be attributed to higher energy prices

energy consumption and economic growth nexus in portugal italy greece spain and turkey an ardl bounds test approach 1965 2009 abstract the paper examines the nexus between primary energy consumption and growth in portugal italy greece spain and turkey pigst with annual time series data from 1965 to 2009 pigst are southern european economies which have experienced several episodes that make them of particular interest to the study of periods of economic expansion and stagnation an ardl bounds test approach is a suitable technique to examine energy growth nexus within the context of countries with both sporadic shocks outliers and permanent shocks structural breaks empirical results suggest bidirectional causality between energy and growth in both the long run and short run supporting the feedback hypothesis the results reveal themselves to be robust to panel framework an energy conservation policy will reduce gdp growth while a saving phenomenon is observed since one additional unit of product requires less than one unit of energy

a multivariate cointegration analysis of the role of energy in the us macroeconomy abstract this paper extends my previous analysis of the causal relationship of gdp and energy use in the usa in the post war period a majority of the relevant variables are integrated justifying a cointegration analysis the results show that cointegration does occur and that energy input cannot be excluded from the cointegration space the results are plausible in terms of macroeconomic dynamics the results are similar to my previous granger causality results and contradict claims in the literature based on bivariate models that there is no cointegration between energy and output

income and emission a panel data based cointegration analysis this paper presents the results of an investigation of the causality issue of incomeemission relationship based on time series econometric techniques of unit root test cointegration and related error correction model for a panel data set here the nature of causality between per capita co2 emission pcco2 and per capita gdp pcgdp has been examined using a cross country panel data set covering 88 countries for the period 1960 90 using the panel unit root test procedure of im et al 1997 ips we have found that the hypothesis of unit root i e non stationarity of the time series of pcgdp and pcco2 can not be rejected for individual country groups as both the variables are found to follow i 1 process we next have performed the panel data co integration test and finally we have estimated the ecm for these country groups for which significant income emission cointegration was obtained to explore the nature of dynamics implicit in the given panel data set our findings suggest that there is more or less a bi directional causal relationship between income pcgdp and co2 emission pcco2 for africa central america america as a whole eastern europe western europe europe as a whole and the world as a whole that means the movement of the one variable directly affects the other variable through a feedback system thus the policy makers should be cautious to make proper decision about the control of emission level

energy and output dynamics in bangladesh the relationship between energy consumption and output is still ambiguous in the existing literature the economy of bangladesh having spectacular output growth and rising energy demand as well as energy efficiency in recent decades can be an ideal case for examining energy output dynamics we find that while fluctuations in energy consumption do not affect output fluctuations movements in output inversely affect movements in energy use the results of granger causality tests in this respect are consistent with those of innovative accounting that includes variance decompositions and impulse responses autoregressive distributed lag models also suggest a role of output in bangladesh s energy use hence the findings of this study have policy implications for other developing nations where measures for energy conservation and efficiency can be relevant in policymaking

causal relationship between energy consumption and gdp growth revisited a dynamic panel data approach abstract this paper uses the panel data of energy consumption and gdp for 82 countries from 1972 to 2002 based on the income levels defined by the world bank the data are divided into four categories low income group lower middle income group upper middle income group and high income group we employ the gmm sys approach for the estimation of the panel var model in each of the four groups afterwards the causal relationship between energy consumption and economic growth is tested and ascertained we discover a in the low income group there exists no causal relationship between energy consumption and economic growth b in the middle income groups lower and upper middle income groups economic growth leads energy consumption positively c in the high income group countries economic growth leads energy consumption negatively after further in depth analysis of energy related data the results indicate that in the high income group there is a great environmental improvement as a result of more efficient energy use and reduction in the release of co2 however in the upper middle income group countries after the energy crisis the energy efficiency declines and the release of co2 rises since there is no evidence indicating that energy consumption leads economic growth in any of the four income groups a stronger energy conservation policy should be pursued in all countries

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

cointegration and causality between electricity consumption and gdp empirical evidence from malawi abstract the granger causality gc and error correction ecm techniques were applied on 1970 1999 data for malawi to examine cointegration and causality between electricity consumption kwh and respectively overall gdp agricultural gdp agdp and non agricultural gdp ngdp cointegration was established between kwh and respectively gdp and ngdp but not with agdp the gc results detect bi directional causality between kwh and gdp suggesting that kwh and gdp are jointly determined but one way causality running from ngdp to kwh the ecm results detect causality running one way from gdp also from ngdp to kwh suggesting that a permanent rise in gdp may cause a permanent growth in electricity consumption

syndicated euro credit sovereign risk assessments market efficiency and contagion effects this study investigates the informational efficiency of the syndicated euro credit market by analyzing the adjustment of spreads to news characterizing the state of sovereign borrowers creditworthiness in addition the potential for an interlinked crisis contagion effects between three major borrowing countries is examined that is contagion tests are conducted to see how news for one borrower affects the spreads charged to the others the evidence suggests that the euro credit pricing process has been informationally efficient however with respect to the contagion effects it was found that noncountry specific risk factors systematically influence country specific spreads

electricity consumption and economic growth bounds and causality analyses of opec members this paper investigates the relationship between electricity consumption and economic growth for opec members the bounds test yields evidence of a long run relationship between electricity consumption and economic growth for all opec members causality results suggest that economic growth is dependent on electricity consumption in five countries less dependent in three countries and independent in three countries because these countries do not necessarily share similar political and economic traits no single universal policy implication can be inferred from the results the disparities across these causality results therefore stress the importance of formulating causality explanations while taking into account the particularities of individual countries rather than blindly applying the conventional interpretations

flexible exchange rates prices and the role of news lessons from the 1970s recent experience with flexible exchange rate systems has led to renewed interest in the operation of foreign exchange markets as reflected in many recent studies of the principal determinants of exchange rates the 1970s witnessed the dramatic alteration of the international monetary system from a regime of pegged exchange rates which prevailed for about a quarter of a century since the bretton woods conference into a regime of flexible though managed rates as a consequence of the emergence of the new legal and economic system traders national governments and international organisations were confronted with new economic problems choices and instruments during the 1970s ex change rates fluctuated widely and inflation rates accelerated the international monetary system had to accommodate extraordinarily large oil related shocks which affected trade flows in goods and assets huge oil payments had to be recycled uncertainties concerning future developments in international politics reached new heights and the prospects for the world economy got gloomier these developments placed unprecedented pressures on the markets for foreign exchange as well as on other asset markets they were associated with a large slide in the value of the us dollar and resulted in speeding up the creation of new institutions like the european monetary system which provided the formal framework for the management of exchange rates among members

electricity consumption and economic growth evidence from turkey abstract this study investigates the causal relationship between electricity consumption and real gdp in turkey during the period of 1950 2000 both of the series were found to be a stationary process around a structural break by the zivot and andrews test thus two different methodologies have been employed to test the granger non causality the dolado lutkepohl test using the vars in levels and the standard granger causality test using the detrended data both tests have yielded a strong evidence for unidirectional causality running from the electricity consumption to the income this implies that the supply of electricity is vitally important to meet the growing electricity consumption hence to sustain the economic growth in turkey

breaks and trends in oecd countries energy gdp ratios this paper uses the econometrics of endogenous structural breaks to examine changes in energy intensity trends for oecd countries over 1960 2009 nearly all oecd countries currently have significant negatively trending energy gdp ratios but for several countries those negative trends are recent and two countries have recent significant positive trends for several countries energy intensity had a significant positive trend followed by a break and then a significant negative trend those break dates however appear to have little to do with level of development gdp per capita alternatively the volatile energy prices of the 1970s and early 1980s played a role in many of the countries that experienced inverted v breaks these findings have implications for future modeling and forecasting of energy consumption as well as for the role of energy price policy in developed and developing countries

dynamics between energy output openness and financial development in sub saharan african countries abstractthis study aims to establish the connection between energy use economic output financial development and trade based on the panel data of 15 sub saharan african ssa countries during the period from 1983 to 2010 one full main panel and two subpanels were created by incorporating low income and middle income countries the panel cointegration test results indicate a long run relationship between the variables the mean group mg estimators show that energy consumption financial development capital and international trade have significant impacts on economic output in the case of middle income countries the granger causality analysis reveals that rising economic output leads to higher energy consumption but this is not true vice versa this means that energy conservation measures are unlikely to have adverse impacts upon economic output on the other hand there is a complementary relationship between financial development and energy consumption in this case energy conservation measures

digitalization and energy consumption does ict reduce energy demand abstract this article investigates the effect of digitalization on energy consumption using an analytical model we investigate four effects 1 direct effects from the production usage and disposal of information and communication technologies ict 2 energy efficiency increases from digitalization 3 economic growth from increases in labor and energy productivities and 4 sectoral change tertiarization from the rise of ict services the analysis combines empirical and theoretical findings from debates on decoupling energy consumption from economic growth and from debates on green it and ict for sustainability our main results effects 1 and 3 tend to increase energy consumption effects 2 and 4 tend to decrease it furthermore our analysis suggests that the two increasing effects prevail so that overall digitalization increases energy consumption these results can be explained by four insights from ecological economics a physical capital and energy are complements in the ict sector b increases in energy efficiency lead to rebound effects c ict cannot solve the difficulty of decoupling economic growth from exergy d ict services are relatively energy intensive and come on top of former production in future digitalization can only boost sustainability when it fosters effects 2 and 4 without promoting effects 1 and 3

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

electricity consumption and economic growth a cross country analysis abstract electricity has been the foundation of economic growth and constitutes one of the vital infra structural inputs in socio economic development the world faces a surge in demand for electricity that is driven by such powerful forces as population growth extensive urbanization industrialization and the rise in the standard of living this paper attempts to ascertain whether there is a systematic relationship between electricity consumption and economic growth to this end we use a large set of data that spans 88 countries during the period 1975 2004 a statistically significant inverted u shaped relationship between per capita consumption of electricity and per capita income is detected nevertheless by using a purchasing power parity that is much higher than the per capita income of all the countries in the world the level of per capita income is estimated at the peak point of per capita electricity consumption to be 61 379 in 2000 constant international dollars moreover we segment the sample into organization for economic cooperation and development oecd countries and non oecd countries and separately analyze the developed and developing countries the separate estimation shows that even though the peak income is higher than the average per capita income a statistically significant inverted u shaped relationship is found in oecd and developed countries but not in non oecd and developing countries

income and energy use in bangladesh a household level analysis abstract we examine how energy use at the household level moves with income in bangladesh using the 2010 wave of bangladesh household income and expenditure survey data our analyses indicate a u shaped relationship of both electricity use and other types of energy use combined with household expenditure the findings imply that as income grows households increase their energy expenditure less than proportionally up to a threshold level of income beyond the threshold income energy use increases as a proportion of income particularly for electricity use we identify the threshold turning point for both electricity and other types of energy use based on the current level of expenditure and its growth reaching the turning point would require 17years for the former category but only 7years for the latter group

oil shocks and stock volatility new evidence via a bayesian graph based var approach abstractthis article examines the temporal dependence between three oil shocks and realized volatility in the stock markets of g20 countries between 1994 and 2019 by applying a novel graphical b

estimating the household consumption function in saudi arabia an error correction approach abstractwe estimate a micro founded life cycle consumption model for saudi arabia over the period 1970 2017 using error correction model procedures dynamic adjustments are significant and both in

the importance of energy quality in energy intensive manufacturing evidence from panel cointegration and panel fmols this paper expands on the panel gdp energy cointegration modeling literature it does so by using data disaggregated along sectoral lines and adjusting energy consumption for the quality of the energy source e g electricity is of higher quality than oil which is of higher quality than coal in order to examine the role of energy quality in the five most energy intensive manufacturing sectors iron and steel non ferrous metals non metallic minerals chemicals and pulp and paper the database was constructed by combing energy consumption and energy price data to construct the energy quality index from the iea with economic data value added labor employed and physical capital from the oecd s structural analysis database in addition to finding the variables analyzed are panel i 1 and cointegrated for each sector based panel the long run elasticity estimates from panel fmols indicate the importance of energy quality primarily the shift toward the use of high quality electricity in these energy intensive manufacturing sectors in each case the elasticity for energy quality is greater than that for conventionally measured energy consumption sometimes orders of magnitude greater indeed the elasticity of conventionally measured energy consumption is insignificant to very small for three of the five sectors also when using the energy quality measure the importance of energy consumption relative to the other production factors stands out such results are useful for both energy gdp cointegration causality modelers and cge modelers who may need to estimate elasticities

an empirical analysis of electricity consumption in cyprus abstract the paper presents the first empirical analysis of electricity consumption in cyprus using annual data from 1960 to 2004 we have examined electricity use in the residential and the services sectors which are the fastest growing electricity consumers in the island and its interaction with income prices and the weather the analysis was performed with the aid of time series analysis techniques such as unit root tests with and without a structural break in levels cointegration tests vector error correction models granger causality tests and impulse response functions results show long term elasticities of electricity use above unity for income and of the order of 0 3 to 0 4 for prices in the short term electricity consumption is rather inelastic mostly affected by weather fluctuations granger causality tests confirm exogeneity of electricity prices and bidirectional causality between residential electricity consumption and private income the commercial sector is less elastic and reverts faster to equilibrium than the residential sector despite the relatively small sample size results reported here are quite robust and can be used for forecasts and policy analyses

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

how do industrialization and trade openness influence energy intensity evidence from a path model in case of bangladesh abstract nowadays multifaceted interdependence between macroeconomic variables results in an extended list of factors that have diverse impacts on energy intensity thus sustaining energy intensity at a desired level demands advanced studies to investigate the multifarious influences of its factors and ensure proactive measures to deal with them this paper aims to set up a path model to analyze the direct and indirect impacts of industrialization and trade openness on energy intensity in bangladesh the results corroborate that industrialization has a direct positive influence on energy intensity where trade openness shows a direct negative effect on it and both industrialization and trade openness have negative indirect impact on energy intensity through technological innovation and economic growth respectively in case of individual total impacts only industrialization affects energy intensity positively where trade openness technological innovation and economic growth negatively do based on the empirical results some policy implications regarding energy intensity and effects of its factors on it are also presented

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

china s carbon dioxide emissions an interprovincial comparative analysis of foreign capital and domestic capital abstract against the background of china s further relaxation of foreign investment control and implementation of energy conservation and emissions reduction the data of 30 provinces in china from 2001 to 2015 were used to measure the carbon dioxide emissions levels foreign direct investment stock and domestic capital stock in various regions the impulse response function variance decomposition and panel causality test in the panel vector autoregressive model evaluated in detail the impact of foreign capital inflows domestic capital inputs and economic growth on co2 emissions in regions of different energy intensity the study found that on the whole foreign direct investment has no significant impact on china s carbon dioxide emissions china s carbon dioxide emissions are mainly driven by domestic investment and economic growth the sub regional analysis based on different energy intensities shows that in areas of low energy intensity and medium energy intensity foreign direct investment has a significant impact on co2 emissions and the contribution of foreign investment to co2 emissions is between 12 2 and 14 1 the panel causality test found that in the short term foreign direct investment and domestic capital have significant predictive effects on carbon dioxide in various regions

the electricity consumption and gdp nexus for the fiji islands fiji is a small open island economy dependent on energy for its growth and development hence the relationship between energy consumption and economic growth is crucial for fiji s development in this paper we investigate the nexus between electricity consumption and economic growth for fiji within a multivariate framework through including the labour force variable we use the bounds testing approach to cointegration and find that electricity consumption gdp and labour force are only cointegrated when gdp is the endogenous variable we use the granger causality f test and find that in the long run causality runs from electricity consumption and labour force to gdp implying that fiji is an energy dependent country and thus energy conservation policies will have an adverse effect on fiji s economic growth

energy consumption and economic growth evidence from china at both aggregated and disaggregated levels using a neo classical aggregate production model where capital labor and energy are treated as separate inputs this paper tests for the existence and direction of causality between output growth and energy use in china at both aggregated total energy and disaggregated levels as coal oil and electricity consumption using the johansen cointegration technique the empirical findings indicate that there exists long run cointegration among output labor capital and energy use in china at both aggregated and all three disaggregated levels then using a vec specification the short run dynamics of the interested variables are tested indicating that there exists granger causality running from electricity and oil consumption to gdp but does not exist granger causality running from coal and total energy consumption to gdp on the other hand short run granger causality exists from gdp to total energy coal and oil consumption but does not exist from gdp to electricity consumption we thus propose policy suggestions to solve the energy and sustainable development dilemma in china as enhancing energy supply security and guaranteeing energy supply especially in the short run to provide adequate electric power supply and set up national strategic oil reserve enhancing energy efficiency to save energy diversifying energy sources energetically exploiting renewable energy and drawing out corresponding policies and measures and finally in the long run transforming development pattern and cut reliance on resource and energy dependent industries

co2 emissions in australia economic and non economic drivers in the long run abstractaustralia has sustained a relatively high economic growth rate since the 1980s compared to other developed countries per capita co2 emissions tend to be highest amongst oecd countries creating new challenges to cut back emissions towards international standards this research explores the long run dynamics of co2 emissions economic and population growth along with the effects of globalization tested as contributing factors we find economic growth is not emission intensive in australia while energy consumption is emissions intensive second in an environment of increasing population our findings suggest australia needs to be energy efficient at the household level creating appropriate infrastructure for sustainable population growth high population growth and open migration policy can be detrimental in reducing co2 emissions finally we establish globalized environment has been conducive in combating emissions in this respect we establish the beneficial effect of economic globalization

are causal relationships sensitive to causality tests 1987 are causal relationships sensitive to causality tests applied economics vol 19 no 4 pp 459 465

the dynamic links between energy consumption economic growth financial development and trade in china fresh evidence from multivariate framework analysis abstract this study investigates the relationship between energy use and economic growth by incorporating financial development international trade and capital as important factors of production function in case of china over the period of 1971 2011 the ardl bounds testing approach to cointegration was applied to examine long run relationship among the series while stationarity properties of the variables was tested by applying structural break test our empirical evidence confirmed long run relationship among the variables the results showed that energy use financial development capital exports imports and international trade have positive impact on economic growth the granger causality analysis revealed that unidirectional causal relationship running from energy use to economic growth financial development and energy use granger cause each other there is bidirectional causality between international trade and energy use the feedback relation exists between financial development and international trade there is also bidirectional causality exists between capital and energy demand financial development and economic growth and international trade and economic growth this paper makes significant contribution in energy economics and opens up new direction for policy makers to explore new and alternative sources of energy which would be helpful in meeting the rising demand of energy due to sustained rate of economic growth

oil and the macroeconomy when prices go up and down an extension of hamilton s results in an important paper hamilton 1983 demonstrated a strong correlation between oil price changes and gross national product growth in u s data however his study pertained to a period in which all the large oil price movements were upward and thus it left unanswered the question whether the correlation persists in periods of price decline moreover the price variable he used was somewhat distorted by price controls in the 1970s this note investigates whether hamilton s results continue to hold when the sample is extended to include the recent oil market collapse and the oil price variable is corrected for the effects of price controls particular attention is given to the possibility of asymmetric responses to oil price increases and decreases as suggested in the structural employment literature loungani 1986 davis 1987 hamilton 1988 like hamilton i based my investigation on the gnp equation in sims s 1 980b six variable quarterly vector autoregressive model

the convergence of ethical investment business models and their reliance on the conventional us investment market this study investigates the extent of convergence of the two key types of ethical investment business models islamic finance if investment and socially responsible investment sri and the level