variable selection in the analysis of energy consumption growth nexus abstract there is abundant empirical literature that focuses on whether energy consumption is a critical driver of economic growth the evolution of this literature has largely consisted of attempts to solve the problems and answer the criticisms arising from earlier studies one of the most common criticisms is that previous work concentrates on the bivariate relationship energy consumption economic growth many authors try to overcome this critique using control variables however the choice of these variables has been ad hoc made according to the subjective economic rationale of the authors our contribution to this literature is to apply a robust probabilistic model to select the explanatory variables from a large set of potential candidates in the case of the us from 1949 to 2010 not only for an aggregate analysis but also for a sector analysis the results highlight the critical role of public spending and energy intensity in the explanation of growth furthermore since the study reveals different explanatory variables for each sector it indicates the importance of policy decisions specifically aimed at different sectors

energy consumption and economic growth relationship evidence from panel data for low and middle income countries abstract this paper uses the panel data of energy consumption ec and economic growth gdp for 51 countries from 1971 to 2005 these countries are divided into three groups low income group lower middle income group and upper middle income group countries firstly a relationship between energy consumption and economic growth is investigated by employing pedroni 1999 panel cointegration method secondly panel causality test is applied to investigate the way of causality between the energy consumption and economic growth finally we test whether there is a strong or weak relationship between these variables by using pedroni 2001 method the empirical results of this study are as follows i energy consumption and gdp are cointegrated for all three income group countries ii the panel causality test results reveal that there is long run granger causality running from gdp to ec for low income countries and there is bidirectional causality between ec and gdp for middle income countries iii the estimated cointegration factor is not close to 1 in other words no strong relation is found between energy consumption and economic growth for all income groups considered in this study the findings of this study have important policy implications and it shows that this issue still deserves further attention in future research

the impacts of tourism energy consumption and political instability on economic growth in the mena countries using panel data of 24 countries in the middle east and north african mena region from 2001 to 2009 the purpose of this study is to examine the impacts of tourism energy consumption and political instability on economic growth within the neoclassical growth framework to address the objective of this study we utilise both the static panel data approach as well as the dynamic generalised method of moments gmm estimator to examine the impact of candidate variables our results show that energy consumption and tourism significantly contribute to the economic growth of countries in the mena region hence our study lends some support to the existence of the tourism led growth and energy led growth hypotheses in the region in line with our expectation our estimation results also reveal that political instability impedes the process of economic growth and development in the mena region therefore macroeconomic policies to promote expansion in tourism and energy consumption will directly stimulate economic growth additionally efforts to help the region overcome its history of political instability would attract more international tourist arrivals and further invigorate economic growth

electricity consumption and economic growth in south africa a trivariate causality test abstract in this paper we examine the causal relationship between electricity consumption and economic growth in south africa we incorporate the employment rate as an intermittent variable in the bivariate model between electricity consumption and economic growth thereby creating a simple trivariate causality framework our empirical results show that there is a distinct bidirectional causality between electricity consumption and economic growth in south africa in addition the results show that employment in south africa granger causes economic growth the results apply irrespective of whether the causality is estimated in the short run or in the long run formulation the study therefore recommends that policies geared towards the expansion of the electricity infrastructure should be intensified in south africa in order to cope with the increasing demand exerted by the country s strong economic growth and rapid industrialisation programme this will certainly enable the country to avoid unprecedented power outages similar to those experienced in the country in mid january 2008

energy consumption carbon emissions and economic growth in saudi arabia an aggregate and disaggregate analysis the objective of this study is to examine the relationship among economic growth carbon emissions and energy consumption at the aggregate and disaggregate levels for the aggregate energy consumption model we use total energy consumption per capita and co2 emissions per capita based on the total energy consumption for the disaggregate analysis we used oil gas and electricity consumption models along with their respective co2 emissions the long term income elasticities of carbon emissions in three of the four models are positive and higher than their estimated short term income elasticities these results suggest that carbon emissions increase with the increase in per capita income which supports the belief that there is a monotonically increasing relationship between per capita carbon emissions and per capita income for the aggregate model and for the oil and electricity consumption models the long and short term income elasticities of carbon emissions are negative for the gas consumption model this result indicates that if the saudi arabian economy switched from oil to gas consumption then an increase in per capita income would reduce carbon emissions the results also suggest that electricity is less polluting than other sources of energy

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

electricity consumption and economic growth in algeria a multivariate causality analysis in the presence of structural change this article addresses the issue of electricity consumption petroleum price and economic growth in algeria the primary objective is to investigate and analyze the causal relationship between electricity consumption ec brent oil price bop and economic growth gdp for algeria over the period of 1971 2010 to examine short run long run and joint causality relationships we used a multivariate cointegration approach based on the recent advances in time series econometrics e g zivot andrews test gregory hansen cointegration test vector error correction models vecm the empirical results show that there is evidence of short run and a strong long run bi directional causal relationship between ec and real gdp in algeria findings indicate also the absence of causal relationship between bop and ec our empirical findings support the idea that there a link between electricity consumption and economic growth and disproves the neo classical assumption referred to as the neutrality hypothesis

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

long run relation and short run dynamics in energy consumption output relationship international evidence from country panels with different growth rates the long run relation and short run dynamics between output and consumption of energy electricity are examined in panels of countries with different growth rates seventy nine countries over 1971 2011 are grouped into high low and negative growth categories based on exponential growth rate of their per capita output tests of cointegration suggest the existence of long run relation between energy electricity consumption and output in high and low growth panels but its absence in the panel with negative growth accounting for cross country dependency strengthens the findings estimates of long run elasticity of output with respect to energy electricity are significant in panels with positive growth rates the common correlated effect mean group estimators of the error correction model suggest 1 long run bidirectional causality between output and energy electricity in all three groups of countries 2 short run bidirectional causality in output energy relation for the full sample as well as in the low growth category and 3 unidirectional causality from output to energy in the negative growth category the finding of long run bidirectional causality is robust to inclusion of carbon emission urbanization exports and foreign direct investment as control variables

globalization and the gender earnings gap evidence from sri lanka and cambodia disasters in bangladesh and protests elsewhere have created an intense debate about the value particularly to women of apparel employment in developing countries this paper focuses on how the forces of globalization specifically the multi fibre arrangement mfa have affected women s wages in the apparel sector in developing countries the paper uses household and labor force surveys from cambodia and sri lanka to estimate both apparel wage premiums relative to other industries and the male female wage gap before and after the end of the mfa the approach builds on new models that apply traditional trade theory e g the heckscher ohlin and stolper samuelson theorems to analyze the effect of globalization on gender based earnings the authors find large positive wage premiums and a closing of the male female wage gap during the mfa period but smaller premiums and a widening wage gap after the end of the mfa the results suggest that the benefits of apparel exports for women in developing countries remain significant post mfa they also model an approach for studying the effects of globalization that differentiates males and females as separate factors this may be a fruitful alternative to discrimination models or those that analyze the effects of globalization on women in terms of skill further research is necessary to identify the potential development effects of post mfa apparel employment and to thoroughly compare the benefits documented in this paper with the costs that may come with apparel jobs

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 and economic growth evidence from 11 sub sahara african countries abstract the paper examines the causal relationship between energy consumption and economic growth for eleven countries in sub saharan africa using the autoregressive distributed lag ardl bounds test the study finds that energy consumption is cointegrated with economic growth in cameroon cote d ivoire gambia ghana senegal sudan and zimbabwe moreover this test suggests that energy consumption has a significant positive long run impact on economic growth in ghana kenya senegal and sudan granger causality test based on vector error correction model vecm shows bi directional relationship between energy consumption and economic growth for gambia ghana and senegal however granger causality test shows that economic growth granger causes energy consumption in sudan and zimbabwe the neutrality hypothesis is confirmed in respect of cameroon and cote d ivoire the same result of no causality was found for nigeria kenya and togo the result shows that each country should formulate appropriate energy conservation policies taking into cognizance of her peculiar condition

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

natural gas consumption and economic growth nexus panel data analysis for gcc countries abstract this study investigates the relationship between natural gas energy consumption and economic growth by including trade openness total labor force and gross fixed capital formation as a major determinants of gdp growth within the multivariate framework model in gulf cooperation council gcc countries a panel gdp model is constructed taking the period of 1980 2012 the result revealed that natural gas energy consumption is cointegrated with gdp growth in the investigated countries in addition based on the panel dynamic ordinary least square dols and the fully modified ordinary least square fmols this study concluded that the natural gas energy consumption affects the gcc s countries gdp growth positively in the long run furthermore the results from the granger causality test revealed bidirectional causality between natural gas energy consumption and gdp growth which confirms the feedback hypothesis from the outcome of this research a number of policy implications were provided for the gcc countries

a re examination of the relationship between electricity consumption and economic growth in malaysia abstract the purpose of this study is to re investigate the relationship between electricity consumption and economic growth in malaysia from 1972 1 to 2003 4 this study adopted the newly developed ecm based f test kanioura a turner p 2005 critical values for an f test for cointegration in the multivariate model applied economics 37 3 265 270 for cointegration to examine the presence of long run equilibrium relationship through the autoregressive distributed lag ardl model the empirical evidence suggests that electricity consumption and economic growth are not cointegrated in malaysia however the standard granger s test and mwald test suggest that electricity consumption and economic growth in malaysia granger causes each other this finding provides policymakers with a better understanding of electricity consumption and allows them to formulate electricity consumption policy to support the economic development and to enhance the productivity of capital labour and other factors of production for future economic growth in malaysia

electricity consumption and economic growth in the gcc countries panel data analysis applying recent advances in panel data analysis we investigate the relationship between electricity consumption and economic growth in the gcc countries using annual data from 1975 to 2012 within a framework which takes into consideration dynamics heterogeneity and cross sectional dependence in the panel we show that the results obtained from using the pmge demeaned pmg amg mge and dfe models indicate a long run equilibrium relationship between electricity consumption and economic growth in order to determine the appropriate model and decide the preferred estimator the hausman test was performed the pmge model emerged as the most efficient of the three estimators also the results obtained revealed a bi directional causality between economic growth and electricity consumption in these countries which supports the feedback hypothesis as a result this implies that if these countries adopt or implement any energy or electricity conservation policies this may have a negative impact on its economic growth

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

energy use exports imports and gdp new evidence from the oecd countries this paper aims to investigate the relationship between energy use gdp energy use exports trade and energy use imports on aggregate level in the oecd countries while the energy use growth nexus is widely examined in the literature studies on the energy use trade nexus are very scarce thus this study also serves to fill this gap by presenting a new research on the oecd countries we employ the panel cointegration technique and use the granger representation theorem to examine the presence of long run relationship and the causality between pairs of variables to investigate the presence of causality several tests developed by canning and pedroni 2008 are used we find that the pairs of energy use gdp energy use exports and energy use imports are cointegrated and there is two way granger causality between each pairs we also estimate the long run elasticities by employing panel dynamic ordinary least squares the results suggest that the sign of long run elasticity is positive for all pairs particularly 1 increase in gdp export and import causes almost 0 32 0 21 and 0 16 increase in energy use respectively

the causal relationship between energy consumption and economic growth in the asean 5 countries abstract the objective of this study is to examine the causal relationship between energy consumption and economic growth for asean 5 countries which includes indonesia malaysia thailand singapore and the philippines for empirical examination annual time series data in the period of 1980 2012 are used the results of johansen co integration test reveal that there exists one co integrating relationship among the variables in case of indonesia malaysia the philippines and singapore the results uncover the existence of two co integrating associations among the variables for thailand the granger causality test suggests that there is no unilateral causality for indonesia as in all the three cases in case of malaysia the economic growth caused energy consumption however no evidence is found for causality either from exports or from gross fixed capital formation to energy consumption while in the cases of thailand and the philippines the direction of causality runs from gross fixed capital formation to energy consumption for singapore energy consumption runs from two sides i e one from exports side and the other from gross fixed capital formation side the findings exhibit that energy consumption has significant and long run relationship to economic growth for almost all asean 5 countries the findings suggest that policy makers need to formulate policies conducive to the energy development which will consequently accelerate sustainable economic growth in asean countries energy development should be based on the existing condition of each country a comprehensive investment framework for renewable energy should also be developed besides maintaining adequate energy inventory the asean countries should strengthen their institutions and capacity as well as cooperation in energy management and development

economic growth and energy consumption the energy environmental kuznets curve for latin america and the caribbean abstract this paper investigates the relationship between economic growth and energy consumption using the hypothesis postulated for the energy environmental kuznets curve which assumes an inverted u shape relationship between income and energy consumption panel data for 22 latin american and caribbean countries for the period 1990 2011 were used absolute energy consumption was chosen as an environmental pressure indicator because energy consumption is the major contributor of emissions pollutants the results obtained in the estimations show that the hypothesis postulated for the energy environmental kuznets curve is not supported for the region on the contrary the results show an exponential growth as gross value added grows also notable differences are shown between the analyzed economies

review of economic growth and energy consumption a panel cointegration analysis for eu countries abstract this paper examines the long run relationship between energy consumption and real gdp including fixed capital and total employment for 18 eu countries from 1995 to 2012 the analysis was based on the panel unit root tests panel cointegration test and fully modified ordinary least squares fmols estimator and dynamic ordinary least squares dols estimator data were analyzed in three groups all sample visegrad countries v4 and old 14 eu countries indeed the results demonstrate that economic growth and the variables energy consumption gross fixed capital are cointegrated for the whole panel of countries as well as for the two selected groups of countries furthermore the panel fmols and dols estimators reveal that the relationship between energy consumption gross fixed capital and economic growth is positive

bayes estimates of markov trends in possibly cointegrated series stylized facts show that average growth rates of u s per capita consumption and income differ in recession and expansion periods because a linear combination of such series does not have to be a constant mean process standard cointegration analysis between the variables to examine the permanent income hypothesis may not be valid to model the changing growth rates in both series we introduce a multivariate markov trend model that accounts for different growth rates in consumption and income during expansions and recessions and across variables within both regimes the deviations from the multivariate markov trend are modeled by a vector autoregression var model bayes estimates of this model are obtained using markov chain monte carlo methods the empirical results suggest the existence of a cointegration relation between u s per capita disposable income and consumption after correction for a multivariate markov trend this result is also obtained when per capita investment is added to the var

the growth of income and energy consumption in six developing countries this paper reexamines the inter temporal link between energy consumption and income in six developing countries with diverse economic backgrounds and energy statistics in a production function framework we employ the generalized variance decompositions and generalized impulse response techniques to see if the growth of income and energy consumption contains considerable information to predict each other in all countries energy appears as an essential factor of production results indicate that energy may be a relatively more important input than labor and or capital in some countries hence neutrality of energy does not seem to hold

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

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 gdp relationship revisited an example from gcc countries using panel causality abstract this work investigates the causality relationship between gross domestic product gdp and energy consumption in the six countries of the gulf cooperation council gcc recently developed panel cointegration and causality techniques are used to uncover the direction of energy gdp causality in the gcc empirical results indicate a unidirectional causality running from gdp to energy consumption evidence shows no support for the hypothesis that energy consumption is the source of gdp growth in the gcc countries such results suggest that energy conservation policies may be adopted without much concern about their adverse effects on the growth of gcc economies

electricity consumption and economic growth a time series experience for 17 african countries abstract while the availability of electricity by itself is not a panacea for the economic and social problems facing africa the supply of electricity is nevertheless believed to be a necessary requirement for africa s economic and social development this paper tests the long run and causal relationship between electricity consumption per capita and real gross domestic product gdp per capita for 17 african countries for the period 1971 2001 using a newly developed cointegration test proposed by pesaran et al 2001 and using a modified version of the granger causality test due to toda and yamamoto 1995 the advantage of using these two approaches is that they both avoid the pre testing bias associated with conventional unit root and cointegration tests the empirical evidence shows that there was a long run relationship between electricity consumption per capita and real gdp per capita for only 9 countries and granger causality for only 12 countries for 6 countries there was a positive uni directional causality running from real gdp per capita to electricity consumption per capita an opposite causality for 3 countries and bi directional causality for the remaining 3 countries the result should however be interpreted with care as electricity consumption accounts for less than 4 of total energy consumption in africa and only grid supplied electricity is taken into account

the nexus of electricity consumption economic growth and co2 emissions in the brics countries abstract this study reexamines the causal link between electricity consumption economic growth and co 2 emissions in the brics countries i e brazil russia india china and south africa for the period 1990 2010 using panel causality analysis accounting for dependency and heterogeneity across countries regarding the electricity gdp nexus the empirical results support evidence on the feedback hypothesis for russia and the conservation hypothesis for south africa however a neutrality hypothesis holds for brazil india and china indicating neither electricity consumption nor economic growth is sensitive to each other in these three countries regarding the gdp co 2 emissions nexus a feedback hypothesis for russia a one way granger causality running from gdp to co 2 emissions in south africa and reverse relationship from co 2 emissions to gdp in brazil is found there is no evidence of granger causality between gdp and co 2 emissions in india and china furthermore electricity consumption is found to granger cause co 2 emissions in india while there is no granger causality between electricity consumption and co 2 emissions in brazil russia china and south africa therefore the differing results for the brics countries imply that policies cannot be uniformly implemented as they will have different effects in each of the brics countries under study

multivariate granger causality between electricity consumption exports and gdp evidence from a panel of middle eastern countries this paper examines the causal relationship between electricity consumption exports and gross domestic product gdp for a panel of middle eastern countries we find that for the panel as a whole there are statistically significant feedback effects between these variables a 1 per cent increase in electricity consumption increases gdp by 0 04 per cent a 1 per cent increase in exports increases gdp by 0 17 per cent and a 1 per cent increase in gdp generates a 0 95 per cent increase in electricity consumption the policy implications are that for the panel as a whole these countries should invest in electricity infrastructure and step up electricity conservation policies to avoid a reduction in electricity consumption adversely affecting economic growth further policy implications are that for the panel as a whole promoting exports particularly non oil exports is a means to promote economic growth and that expansion of exports can be realized without having adverse effects on energy conservation policies

renewable and non renewable energy consumption growth nexus evidence from a panel error correction model abstract unlike previous renewable energy consumption growth studies this study examines the relationship between renewable and non renewable energy consumption and economic growth for 80 countries within a multivariate panel framework over the period 1990 2007 the pedroni 1999 2004 heterogeneous panel cointegration test show a long run equilibrium relationship between real gdp renewable energy consumption non renewable energy consumption real gross fixed capital formation and the labor force with the respective coefficient estimates positive and statistically significant there is little difference in the elasticity estimates with respect to renewable and non renewable energy consumption the results from the panel error correction model reveal bidirectional causality between renewable and non renewable energy consumption and economic growth in both the short and long run also there is bidirectional short run causality between renewable and non renewable energy consumption indicative of substitutability between the two energy sources

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

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

energy as a driver of growth in oil exporting countries abstract this paper is a contribution to the on going debate over whether there is a relationship between energy consumption and economic growth although the oil exporting countries are among the most energy intensive economies in the world little attention has been paid to the features of their energy consumption therefore this study empirically investigates the two variables dynamic relationship in 12 oil exporting countries from 1990 to 2010 using recently developed panel econometric techniques the present paper accounts for cross section dependence and structural breaks when analysing the energy income nexus the results of this study indicate that there exists a long run equilibrium relationship between energy consumption and economic growth furthermore the empirical evidence of a dynamic panel error correction model reveals a short run unidirectional causality from energy consumption to economic growth whereas in the long run it is the economic process that determines the energy consumption trend

energy consumption and economic growth evidence from the commonwealth of independent states abstract this study examines the relationship between energy consumption and economic growth for eleven countries of the commonwealth of independent states over the period 1991 2005 within a multivariate panel data framework based on pedroni 1999 pedroni 2004 heterogeneous panel cointegration test and corresponding error correction model cointegration is present between real gdp energy consumption real gross fixed capital formation and labor force with the respective coefficients positive and statistically significant the results of the error correction model reveal the presence of unidirectional causality from energy consumption to economic growth in the short run while bidirectional causality between energy consumption and economic growth in the long run thus the results lend support for the feedback hypothesis associated with the relationship between energy consumption and economic growth

the relationship between natural gas consumption and economic growth in opec members the purpose of this study is to examine the relationship between natural gas consumption and economic growth in 12 opec member countries for the period of 1980 2012 the paper adopts the panel granger causality test of dumitrescu and hurlin 2012 21 to assess the causal relationship between natural gas consumption and economic growth the findings show the evidence of feedback relation between natural gas consumption and economic growth in opec members as a panel however diverse results are obtained when the member countries are individually examined the results provide evidence for growth hypothesis in iraq kuwait libya nigeria and saudi arabia but conservation hypothesis in algeria iran united arab emirates and venezuela further evidence suggests the existence of neutrality hypothesis in angola and qatar and feedback hypothesis in ecuador

review of energy growth nexus a panel analysis for ten eurasian oil exporting countries abstract the paper examines the energy growth nexus in ten oil exporting developing eurasian countries azerbaijan bahrain iran kazakhstan kuwait oman qatar russia saudi arabia and the uae over the period 1997 2014 lack of enough energy growth nexus studies on the oil exporters of the middle east and commonwealth of independent states coupled with a number of issues which have not been addressed by prior studies motivate us to conduct this review policymakers should take into consideration that any policy measures aimed at conserving the primary energy consumption can undermine economic growth as we find that the growth hypothesis dominates in the primary energy consumption growth nexus conversely validity of the neutrality hypothesis in the residential electricity consumption growth nexus another finding of this study implies that policymakers can pursue conservation policy by reconsidering the residential electricity subsidies in the selected countries the study contributes to the energy growth literature by addressing some issues and filling the gap for the eurasian oil exporting countries especially those in the middle east and commonwealth of independent states

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

energy consumption and economic growth the case of oil exporting countries this paper examines the causal relationship between the per capita energy consumption and the per capita gdp in a panel of 11 selected oil exporting countries by using panel unit root tests and panel cointegration analysis the results show a unidirectional strong causality from economic growth to energy consumption for the oil exporting countries the findings have practical policy implications for decision makers in the area of macroeconomic planning in most major oil exporting countries government policies keep domestic prices bellow free market level resulting in high levels of domestic energy consumption the results imply that the energy conservation through reforming energy price policies has no damaging repercussions on economic growth for this group of countries

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

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

the causal relationship between electricity consumption and economic growth in the asean countries abstract this paper investigates the causal relationship between electricity consumption and economic growth among the association of south east asian nations asean 4 members namely indonesia malaysia singapore and thailand using modern time series techniques for the period 1971 2002 the results indicate that there is a bi directional causality between electricity consumption and economic growth in malaysia and singapore this means that an increase in electricity consumption directly affects economic growth and that economic growth also stimulates further electricity consumption in the two countries however uni directional causality runs from economic growth to electricity consumption in indonesia and thailand without any feedback effect thus electricity conservation policies can be initiated without deteriorating economic side effects in the two countries

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

energy consumption economic growth and prices a reassessment using panel vecm for developed and developing countries this paper reinvestigates the energy consumption gdp growth nexus in a panel error correction model using data on 20 net energy importers and exporters from 1971 to 2002 among the energy exporters there was bidirectional causality between economic growth and energy consumption in the developed countries in both the short and long run while in the developing countries energy consumption stimulates growth only in the short run the former result is also found for energy importers and the latter result exists only for the developed countries within this category in addition compared to the developing countries the developed countries elasticity response in terms of economic growth from an increase in energy consumption is larger although its income elasticity is lower and less than unitary lastly the implications for energy policy calling for a more holistic approach are discussed c 2006 elsevier ltd all rights reserved

energy consumption and economic activities in iran abstract the causal relationship between overall gdp industrial and agricultural value added and consumption of different kinds of energy are investigated using vector error correction model for the case of iran within 1967 2003 a long run unidirectional relationship from gdp to total energy and bidirectional relationship between gdp and gas as well as gdp and petroleum products consumption for the whole economy was discovered causality is running from value added to total energy electricity gas and petroleum products consumption and from gas consumption to value added in industrial sector the long run bidirectional relations hold between value added and total energy electricity and petroleum products consumption in the agricultural sector the short run causality runs from gdp to total energy and petroleum products consumption and also industrial value added to total energy and petroleum products consumption in this sector

energy consumption and economic growth for selected oecd countries further evidence from the granger causality test in the frequency domain abstract this paper aims to reexamine the causal relationship between energy consumption and economic growth for 20 oecd countries to that end we employ a granger causality test in the frequency domain which allows us to distinguish short temporary and long run permanent causality the empirical results could be summarized as following first in terms of causality running from gdp to energy consumption there is a temporary relationship for australia austria canada italy japan mexico the netherlands portugal the uk the usa and a permanent relationship for austria belgium denmark germany italy japan the netherlands norway and the usa second in terms of causality running from energy consumption to gdp there is a temporary relationship for austria denmark italy the netherlands norway and portugal and a permanent relationship for belgium finland greece italy japan and portugal the main implication of our finding is that the energy policies should take into consideration not only the causality direction between economic growth and energy consumption but also whether it is temporal or permanent and furthermore authorities must design policy actions accordingly

what if energy time series are not independent implications for energy gdp causality analysis abstract time series of electricity petroleum products and renewables are found to be highly correlated with total energy consumption applying this insight to the huge literature on energy gdp causality explains that the results of total energy gdp causality tests frequently coincide with the results of energy type gdp tests using the test by toda yamamoto in combination with a cointegration based testing approach we detect such cases of concordance for 92 of the countries in our sample of 65 countries we infer that drawing specific economic conclusions with regard to single types of energy from bivariate causality analysis is difficult

energy consumption and gdp revisited a panel analysis of developed and developing countries this paper applies a new panel data stationarity testing procedure first developed by carrion i silvestre et al 2005 econometrics journal 8 159 175 with panel vars that employ the generalized method of moment techniques in order to re investigate the dynamic interactions between energy consumption per capita lec and real gdp per capita lry in 22 developed and 18 developing countries when multiple breaks in the series are taken into account there is convincing evidence of panel stationarity for lec and lry in both groups the energy crises evidently had a substantive impact on both lec and lry in all sample countries furthermore our panel vars attest to bidirectional causality between lec and lry in developed countries but there is uni directional causality from lry to lec in developing countries finally from the orthogonalized impulse response functions all of the variables in the panel vars have a positive effect on each other but their impact is greater and more persistent in developing countries some important policy implications do emerge

trivariate causality between economic growth urbanisation and electricity consumption in angola cointegration and causality analysis abstract this paper investigates the causal relationship between economic growth urbanisation and electricity consumption in the case of angola while utilizing the data over the period of 1971 2009 we have applied lee and strazicich 2003 the review of economics and statistics 63 1082 1089 2004 working paper department of economics appalachian state university unit root tests to examine the stationarity properties of the series using the gregory hansen structural break cointegration procedure as a complement we employ the ardl bounds test to investigate long run relationships the vecm granger causality test is subsequently used to examine the direction of causality between economic growth urbanisation and electricity consumption our results indicate the existence of long run relationships we further observe evidence in favour of bidirectional causality between electricity consumption and economic growth the feedback hypothesis is also found between urbanisation and economic growth urbanisation and electricity consumption granger cause each other we conclude that angola is energy dependent country consequently the relevant authorities should boost electricity production as one of the means of achieving sustainable economic development in the long run

electricity consumption and economic growth in india abstract this paper tries to examine the granger causality between electricity consumption per capita and gross domestic product gdp per capita for india using annual data covering the period 1950 51 to 1996 97 phillips perron tests reveal that both the series after logarithmic transformation are non stationary and individually integrated of order one this study finds the absence of long run equilibrium relationship among the variables but there exists unidirectional granger causality running from economic growth to electricity consumption without any feedback effect so electricity conservation policies can be initiated without deteriorating economic side effects

economic growth and electricity consumption in former soviet republics abstract this study estimates the causal relationship between electricity consumption and economic growth with annual data for the commonwealth independent states countries in three groups of income levels empirical results reveal that electricity consumption and gdp are cointegrated for all these countries furthermore there is a unidirectional causality from electricity consumption to gdp for all groups in the long run effect of electricity consumption on the gdp is negative for the second group of countries which supports the energy conservation policies whereas it is positive for the first and third group of countries which supports the growth hypothesis

energy consumption co2 emissions and economic growth an ethical dilemma in this study we examine the dynamic interrelationship in the output energy environment nexus by applying panel vector autoregression pvar and impulse response function analyses to data on energy consumption and its subcomponents carbon dioxide emissions and real gdp in 106 countries classified by different income groups over the period 1971 2011 our results reveal that the effects of the various types of energy consumption on economic growth and emissions are heterogeneous on the various groups of countries moreover causality between total economic growth and energy consumption is bidirectional thus making a case for the feedback hypothesis however we cannot report any statistically significant evidence that renewable energy consumption in particular is conducive to economic growth a fact that weakens the argument that renewable energy consumption is able to promote growth in a more efficient and environmentally sustainable way finally in analysing the case for an inverted u shaped ekc we find that the continued process of growth aggravates the greenhouse gas emissions phenomenon in this regard we cannot provide any evidence that developed countries may actually grow out of environmental pollution in the light of these findings the efficacy of recent government policies in various countries to promote renewable energy consumption as a means for sustainable growth is questioned put differently there seems to be an ethical dilemma between high economic growth rates and unsustainable environment and low or zero economic growth and environmental sustainability

energy income causality in oecd countries revisited the key role of capital stock abstract this paper applies a recent advance in panel analysis to estimate the panel cointegration and panel vector error correction models for a set of 22 oecd countries using annual data covering the period 1960 2001 we investigate the relationship between energy consumption and income using an aggregate production function and controlling for the capital stock as well as by exploring the dynamic directions of the causality among these three variables we firstly obtain solid and convincing evidence of a fairly strong long run equilibrium relationship among them secondly it is found that the capital stock is much more productive than energy consumption third it is observed that neglecting the impact of the capital stock on income tends to overestimate the effect of energy consumption finally the panel causality test shows bi directional causal linkages exist among energy consumption the capital stock and economic growth overall the findings reveal that the capital stock plays a critical role in realizing the dynamic relationship between energy and income

co integration and causality testing of the energy gdp relationship a cross country study in this paper the energy gdp relationship in per capita terms is analysed for a sample of 16 countries over the time period 1950 51 to 1984 85 co integration theory is first used to test whether a long run equilibrium relation exists between the two variables after co integration has been established causality measures are constructed to quantify various types of feedback between energy and gdp for each country it is then examined whether the causality measures are longitudinally related to certain basic economic indicators of the countries in the sample

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

limits to substitution and irreversibility in production and consumption a neoclassical interpretation of ecological economics abstract there are many methodological approaches within ecological economics one of the principal modes of analysis is a modified version of the standard neoclassical model this paper examines the parallels which emerge between the ideas of some ecological economists concerning production and the ideas of others concerning consumption when these ideas are interpreted in the neoclassical paradigm it is well known that ecological economics is characterized by arguments concerning limits to substitution between inputs energy natural capital etc vs manufactured capital labor etc in production and the implications these have for sustainability however various authors have also expressed concerns regarding limits to substitution in consumption either between environmental assets and other goods or between basic needs commodities and other goods though the specific reasons for non substitution are different in the production and consumption cases the underlying theme is that individual commodities and other inputs have unique physical or other properties which make them poor substitutes ideas about irreversibility in production and economic development are also prominent in ecological economics likewise many authors have argued for similar irreversibilities in consumption behavior in analogy to the term technological change i coin the term preferential change to describe these phenomena the linking themes in this case are that the economy environment system is evolutionary in character and that external effects intended and unintended consequences of actions or processes imposed on other parties or resources are all pervasive

energy consumption and output evidence from a panel of 14 oil exporting countries abstract we examine the long run relation and short run dynamics between energy consumption and output in a panel of 14 oil exporting countries over 1980 2007 panel unit root tests which account for common cross sectional factors fail to reject non stationarity in both variables thus we explore their long run relation and short run dynamics using three alternative panel estimation techniques dynamic fixed effect pooled and mean group estimators before and after accounting for common cross sectional factors these estimators allow for various degrees of heterogeneity in long run parameters and short run dynamics the results based on the mean group estimator with common correlated effects suggest a a stable relation between energy consumption and output b bi directional causality in both long and short run and c the robustness of the long run causality results to the inclusion of additional variables as such environmental policies designed to curtail energy may have significant long run ramifications for economic growth and policies designed to promote economic growth may have adverse environmental consequences

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

the influence of energy consumption of china on its real gdp from aggregated and disaggregated viewpoints abstract this paper investigated the causal relationship between energy consumption and gross domestic product gdp in china at both aggregated and disaggregated levels during the period of 1978 2009 by using a modified version of the granger 1969 causality test proposed by toda and yamamoto 1995 within a multivariate framework the empirical results suggested the existence of a negative bi directional granger causality running from aggregated energy consumption to real gdp at disaggregated level of energy consumption the results were complicated for coal empirical findings suggested that there was a negative bi directional granger causality running from coal consumption to real gdp however for oil and gas empirical findings suggested a positive bi directional granger causality running from oil as well as gas consumption to real gdp though these results supported the feedback hypothesis the negative relationship might be attributed to the growing economy production shifting towards less energy intensive sectors and excessive energy consumption in relatively unproductive sectors the results indicated that policies with reducing aggregated energy consumption and promoting energy conservation may boost china s economic growth

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

energy consumption and economic growth in central america evidence from a panel cointegration and error correction model abstract this study examines the relationship between energy consumption and economic growth for six central american countries over the period 1980 2004 within a multivariate framework given the relatively short span of the time series data a panel cointegration and error correction model is employed to infer the causal relationship based on the heterogeneous panel cointegration test by pedroni pedroni p 1999 critical values for cointegration tests in heterogeneous panels with multiple regressors oxford bulletin of economics and statistics 61 653 670 pedroni p 2004 panel cointegration asymptotic and finite sample properties of pooled time series tests with an application to the ppp hypothesis new results econometric theory 20 597 627 cointegration is present between real gdp energy consumption the labor force and real gross fixed capital formation with the respective coefficients positive and statistically significant the granger causality results indicate the presence of both short run and long run causality from energy consumption to economic growth which supports the growth hypothesis