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

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 and economic growth in south africa reexamined a nonparametric testing apporach this paper is an effort to investigate claims concerning granger causality relationship from energy consumption to economic growth in south africa we adopt a nonparametric bootstrap method to reassess evidence supporting granger causality and unravel findings of long run unidirectional causality running from energy consumption to economic growth this implies that energy conservation policies will negatively impact economic growth in south africa in addition the results of this study have implications on co2 emissions in south africa given that coal accounts for about 72 of energy this suggests that energy use would have a long run effect of raising the country s co2 emission levels hence there might be a need to develop a more balanced energy structure which will include higher share of renewable energy a further monte carlo experiment performed reveals that asymptotic granger causality test suffers size distortion problem for south african data these findings provide support for use of a bootstrap methodology and also imply that the results presented in this study are likely to be more reliable

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

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

the environmental kuznets curve and the role of coal consumption in india cointegration and causality analysis in an open economy abstract this study investigates the dynamic relationship between coal consumption economic growth trade openness and co2 emissions in case of india in doing so narayan and popp journal of applied statistics 2010 37 1425 1438 structural break unit test is applied to test the order of integration of the variables long run relationship between the variables is tested by applying the ardl bounds testing approach to cointegration developed by pesaran et al journal of applied econometrics 2001 16 289 326 the results confirm the existence of cointegration for long run between coal consumption economic growth trade openness and co2 emissions our empirical exercise indicates the presence of environmental kuznets curve ekc in long run as well as in short run coal consumption as well as trade openness contributes to co2 emissions the causality analysis reports the feedback hypothesis between economic growth and co2 emissions and same inference is drawn between coal consumption and co2 emissions moreover trade openness granger causes economic growth coal consumption and co2 emissions

export performance and export import linkage requirements this paper examines the resource allocation effects of two policies widely employed by developing countries to improve their trade balances compared to free trade both export performance and export import linkage policies may actually worsen the balance of trade unless they are coupled with an import barrier on final goods even with such barriers an export import linkage policy still may not cause the trade balance to improve the effects of both policies on a number of domestic variables are discussed profit and output of domestic exporters can increase under trade performance policies

electricity consumption and economic growth nexus in bangladesh revisited evidences abstract in this paper an attempt is being made to examine the causal relationship between per capita electricity consumption and per capita gdp of bangladesh using the vector error correction specified granger causality test to search their short run long run and joint causal relationships for the period of 1971 2008 empirical findings reveal that there is a short run unidirectional causal flow running from per capita electricity consumption to per capita gdp without feedback the presence of a positive short run causality explains that an increase in electricity consumption directly affects economic activity in bangladesh likewise results from joint causality exhibit the same as in short run by contrast long run results show a bi directional causality running from electricity consumption to economic growth with feedback these findings can provide essential policy insights to design immediate and long term growth prospect for bangladesh keeping in mind its present planned growth strategy and dismal power and energy sector

the theory of domestic content protection and content preference this paper investigates the resource reallocation effected by content protection and content preference schemes under alternative assumptions regarding the definition of domestic content the number of intermediate goods and the market structure of the domestic intermediate good industry content protection is shown to be equivalent to a combination of more familiar commercial policies however the extent of application of these policies is determined endogenously by parameters of the production functions for intermediate and final goods a number of anomalous and undesirable outcomes that may result from content protection and content preference are discussed

uncertainty currency excess returns and risk reversals abstract in this paper we provide strong evidence that heightened uncertainty in the u s real economy or financial markets significantly raises excess returns to the currency carry trade we posit that this works through the influence of uncertainty on global investors risk preferences macro and financial uncertainty also lower foreign exchange risk reversals an effect that is particularly strong for high interest rate portfolios our results are consistent with the idea that an increase in uncertainty regarding the u s economy or financial markets increases investors risk aversion which in turn drives up the expected returns and the cost of protection against crash risk in the fx market

economic growth and electricity consumption in cote d ivoire evidence from time series analysis this paper examines the causal relationship between the electric power industry and the economic growth of cote d ivoire using the data from 1971 to 2008 a test was conducted for the cointegration and granger causality within an error correction model results from these tests reveal a bidirectional causality between per capita electricity consumption and per capita gdp a unidirectional causality running from electricity consumption to industry value added appears in the short run economic growth is found to have great effects on electricity consumption and a reverse causality from electricity to economic growth may also appear in the long run there is a unidirectional causality between electricity and both gdp and industry value added from these findings we conclude that the country will be energy dependent in the long run and must therefore secure the production network from shortfalls to ensure a sustainable development path accordingly government should adopt policies aimed at increasing the investment in the sector by stepping up electricity production from existing and new energy sources

nexus between non renewable energy demand and economic growth in bangladesh application of maximum entropy bootstrap approach abstract the paper analyzes the causal relationship between energy demand and economic growth in bangladesh using annual time series data from 1980 to 2011 from world development indicator wdi database of the world bank since the results of causal direction are sensitive to the models being employed the paper uses maximum entropy bootstrap meboot due to its superiority to overcome small sample bias and limitation of asymptotic distribution theory to avoid the omitted variables bias the paper uses multivariate framework in production function specification the paper finds that a unidirectional causality runs from economic growth to energy demand which indicates that conservative policy might not harm the bangladesh economy but since economic progress leads higher energy consumption demand side management of energy and exploring renewable energy sources are must the implications are discussed

rare disasters and exchange rates we propose a new model of exchange rates which yields a theory of the forward premium puzzle our explanation combines two ingredients the possibility of rare economic disasters and an asset view of the exchange rate our model is frictionless has complete markets and works for an arbitrary number of countries in the model rare worldwide disasters can occur and affect each country s productivity each country s exposure to disaster risk varies over time according to a mean reverting process ri sky countries command high risk premia they feature a depreciated exchange rate and a high interest rate as their risk premium mean reverts their exchange rate appreciates therefore currencies of high interest rate countries appreciate on average to make the notion of disaster risk more implementable we show how options prices might in principle uncover latent disaster risk and help forecast exchange rate movements we then extend the framework to incorporate two factors a disaster risk factor and a business cycle factor we calibrate the model and obtain quantitatively realistic values for the volatility of the exchange rate the forward premium puzzle regression coefficients and near random walk exchange rate dynamics finally we solve a model of stock markets across countries which yields a series of predictions about the joint behavior of exchange rates bonds options and stocks across countries the evidence from the options market appears to be supportive of the model jel e43 e44 f31 g12 g15

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

an econometric study of co2 emissions energy consumption income and foreign trade in turkey abstract this study attempts to empirically examine the dynamic causal relationships between carbon emissions energy consumption income and foreign trade in the case of turkey using the time series data for the period 1960 2005 this research tests the interrelationship between the variables using the bounds testing to cointegration procedure the bounds test results indicate that there exist two forms of long run relationships between the variables in the case of first form of long run relationship carbon emissions are determined by energy consumption income and foreign trade in the case of second long run relationship income is determined by carbon emissions energy consumption and foreign trade an augmented form of granger causality analysis is conducted amongst the variables the long run relationship of co2 emissions energy consumption income and foreign trade equation is also checked for the parameter stability the empirical results suggest that income is the most significant variable in explaining the carbon emissions in turkey which is followed by energy consumption and foreign trade moreover there exists a stable carbon emissions function the results also provide important policy recommendations

energy consumption economic growth nexus for pakistan taming the untamed abstract a recent survey of energy growth literature has highlighted the potential trade off between bivariate models that suffer from omitted variable bias and the danger of over parameterization of multivariate models in the individual country setting narayan and smyth 2 this is a serious limitation when the interest is in drawing policy implications for specific countries with short times series of available data the maximum entropy bootstrap approach was used to re examine the nature of causal relationship between energy consumption and economic growth for pakistan where the available time series data was only from 1971 to 2011 unlike the techniques used in much of the earlier literature this approach does not rely on asymptotic methods and therefore leads to robust inference even in small samples moreover the approach can be applied in the presence of non stationarity of any type and structural breaks without requiring data transformation for to achieving stationarity and is not sensitive to specification errors such as those in lag length selection the empirical findings based on both the bivariate as well as the multivariate frameworks supported the conservation hypothesis implying the existence of a unidirectional causality from economic growth to energy consumption

disaggregated energy consumption and gdp in taiwan a threshold co integration analysis abstract energy consumption growth is much higher than economic growth for taiwan in recent years worsening its energy efficiency this paper provides a solid explanation by examining the equilibrium relationship between gdp and disaggregated energy consumption under a non linear framework the threshold co integration test developed with asymmetric dynamic adjusting processes proposed by hansen and seo hansen b e seo b 2002 testing for two regime threshold cointegration in vector error correction models journal of econometrics 110 293 318 is applied non linear co integrations between gdp and disaggregated energy consumptions are confirmed except for oil consumption the two regime vector error correction models vecm show that the adjustment process of energy consumption toward equilibrium is highly persistent when an appropriately threshold is reached there is mean reverting behavior when the threshold is reached making aggregate and disaggregated energy consumptions grow faster than gdp in taiwan

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

bounds test approach to cointegration and causality between nuclear energy consumption and economic growth in india abstract this paper attempts to examine the dynamic relationship between economic growth nuclear energy consumption labor and capital for india for the period 1969 2006 applying the bounds test approach to cointegration developed by pesaran et al 2001 we find that there was a short and a long run relationship between nuclear energy consumption and economic growth using four long run estimators we also found that nuclear energy consumption has a positive and a statistically significant impact on india s economic growth further applying the toda and yamamoto 1995 approach to granger causality and the variance decomposition approach developed by pesaran and shin 1998 we found a positive and a significant uni directional causality running from nuclear energy consumption to economic growth without feedback this implies that economic growth in india is dependent on nuclear energy consumption where a decrease in nuclear energy consumption may lead to a decrease in real income for a fast growing energy dependent economy this may have far reaching implications for economic growth india s economic growth can be frustrated if energy conservation measures are undertaken without due regard to the negative impact they have on economic growth

uncertainty and deviations from uncovered interest rate parity abstract it is well known that uncovered interest rate parity does not hold empirically especially at short horizons but is it really so we conjecture that uncovered interest rate parity is more likely to hold in low uncertainty environments relative to high uncertainty ones since arbitrage opportunity gains become more uncertain in a highly unpredictable environment thus blurring the relationship between exchange rates and interest rate differentials in this paper we first provide a new exchange rate uncertainty index that measures how unpredictable exchange rates are relative to their historical past then we use the new measure of uncertainty to provide empirical evidence that uncovered interest rate parity does hold in five industrialized countries vis a vis the us dollar at times when uncertainty is not exceptionally high and breaks down during periods of high uncertainty

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

natural gas consumption and economic growth in pakistan abstract natural gas is a dominant fuel in pakistan it offers the cheapest and a cleaner alternative source of energy this paper examines the relationship of natural gas consumption and economic growth in pakistan we include capital labor and exports in the model with multivariate framework the ardl bounds testing approach to cointegration and innovative accounting approach are employed to investigate the dynamic causality relationships among the variables we find the existence of long run relationship among the variables natural gas consumption capital labor and exports are positively affecting economic growth in pakistan furthermore we support the natural gas consumption led growth hypothesis and suggest that natural gas conservation policies may retard economic growth

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

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

energy consumption and economic growth in china a reconciliation abstract in conventional causality testing based on asymptotic distribution theory there is a high risk of wrongly rejecting the true null of no causality especially when the sample size is as small as typically seen in the literature in this study we offer a formal diagnosis of the existing contradictory results on the causal relationship between energy consumption and real gdp we also employ a time series oriented advanced data generation process to perform simulation based inference for the people s republic of china our study covers the 1971 2007 period and considers five different aggregated and disaggregated energy consumption measures as well as three different lag orders in both a bivariate as well as a multivariate frameworks our maximum entropy bootstrap based analysis which avoids pretest biases and is also robust to type i errors supports the neutrality hypothesis in 53 out of the total of 60 model estimations the strong results show that coarse aggregate data has a limited potential to observe the complex causal linkages between energy consumption and economic growth future policy oriented research on this nexus requires more focused analyses based on sectoral and provincial data

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

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

time varying risk interest rates and exchange rates in general equilibrium under mild assumptions the data indicate that time varying risk is the primary force driving nominal interest rate differentials on currency denominated bonds this finding is an immediate implication of the fact that exchange rates are roughly random walks a general equilibrium monetary model with an endogenous source of risk variation a variable degree of asset market segmentation can produce key features of actual interest rates and exchange rates in this model the endogenous segmentation arises from a fixed cost for agents to exchange money for assets as inflation varies so does the benefit of asset market participation and that changes the fraction of agents participating these effects lead the risk premium to vary systematically with the level of inflation this model produces variation in the risk premium even though the fundamental shocks have constant conditional variances

export share requirements and unemployment the case of quota trade restrictions such as import tariffs have been a common practice for protecting domestic import competing industries in most less developed countries ldcs foreign firms may however circumvent such protection through direct investment in the host countries this is the well known tariff jumping direct foreign investment which has been examined by brecher and diaz alejandro 7 they show that the foreign capital inflow leads to overproduction of the output of tariff protected sectors and hence results in welfare reduction recently rodrik 17 demonstrates that export share requirements when applied to the output produced by foreign capital may offset the negative effect of foreign direct investment through the contraction of tariffprotected overproduced sectors thus an increase in such a requirement may actually improve welfare this result contradicts the earlier finding of davidson matusz and kreinin 11 which is obtained from a partial equilibrium framework the existing literature on export share requirements remains deficient in two respects first the full employment models have been deployed ignoring the fact that most ldcs suffer from massive unemployment second the analysis has been confined by and large to tariff protection thereby neglecting quantitative trade restrictions e g import quotas it is noteworthy that it is quotas rather than tariffs which constitute a major constraint on imports by developing countries 2 the purpose of this paper is thus to remedy these two shortcomings by developing a sectorspecific unemployment general equilibrium model with quota restrictions on imports as noted by richardson 16 export performance requirements operate in a second best environment import

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

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

income level and the energy consumption gdp nexus evidence from sub saharan africa this study tests the relationship between energy consumption and economic growth in sub saharan africa using a panel co integration approach country level time series data of energy consumption and economic growth are pooled and used to estimate the model sub saharan african countries in the sample are classified into low income and middle income countries the findings support the neutrality hypothesis in the short run except for middle income countries and a strong causation running in both directions is found in the long run the different results for low and middle income countries provide evidence of the importance of income level in the causal relationship this study helps to explain the interdependence of energy consumption and economic growth in sub saharan africa results are critical in formulating sustainable development policies that are geared to the efficient allocation of resources which are expected to increase access to energy services in the study region

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 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

import demand of crude oil and economic growth evidence from india abstract this study establishes a long run equilibrium relationship among quantity of crude oil import income and price of the imported crude in india for the time span 1970 1971 to 2005 2006 using autoregressive distributed lag ardl bounds testing approach of cointegration empirical results show that the long term income elasticity of imported crude in india is 1 97 and there exists a unidirectional long run causality running from economic growth to crude oil import so reduction of crude oil import will not affect the future economic growth in india in the long run india should take various energy efficiency and demand side management measures in transport sector along with other measures like expanding and strengthening indigenous resource base substituting imported fuels by domestic fuels and de controlling the price of petroleum products to reduce its import dependence

electricity consumption growth nexus evidence from panel data for transition countries abstract this paper investigates the long run relationship and causality issues between electricity consumption and economic growth in 15 transition countries albania belarus bulgaria czech republic estonia latvia lithuania macedonia moldova poland romania russian federation serbia slovak republic and ukraine by using the pedroni panel cointegration method for the 1990 2006 period results suggest that the pedroni panel cointegration tests do not confirm a long term equilibrium relationship between electricity consumption per capita and real gdp per capita moreover since no cointegration was found error correction mechanisms plus causality tests cannot be run for further steps in the long term to investigate the causality between electricity consumption and economic growth overall it can be said that the electricity consumption related policies have no effect or relation on the level of real output in the long run for these countries as a conclusion the literature has conflicting results and there is no consensus either on the existence or the direction of causality between electricity consumption and economic growth thus the findings of this study have important policy implications and it shows that this issue still deserves further attention in future research

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 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

energy consumption carbon emissions and economic growth nexus in bangladesh cointegration and dynamic causality analysis abstract the paper investigates the possible existence of dynamic causality between energy consumption electricity consumption carbon emissions and economic growth in bangladesh first we have tested cointegration relationships using the johansen bi variate cointegration model this is complemented with an analysis of an auto regressive distributed lag model to examine the results robustness then the granger short run the long run and strong causality are tested with a vector error correction modelling framework the results indicate that uni directional causality exists from energy consumption to economic growth both in the short and the long run while a bi directional long run causality exists between electricity consumption and economic growth but no causal relationship exists in short run the strong causality results indicate bi directional causality for both the cases a uni directional causality runs from energy consumption to co 2 emission for the short run but feedback causality exists in the long run co 2 granger causes economic growth both in the short and in the long run an important policy implication is that energy electricity as well can be considered as an important factor for the economic growth in bangladesh moreover as higher energy consumption also means higher pollution in the long run policy makers should stimulate alternative energy sources for meeting up the increasing energy demand

causality between energy consumption and economic growth in india a note on conflicting results abstract this note examines the different direction of causal relation between energy consumption and economic growth in india applying engle granger cointegration approach combined with the standard granger causality test on indian data for the period 1950 1996 we find that bi directional causality exists between energy consumption and economic growth further we apply johansen multivariate cointegration technique on the different set of variables the same direction of causality exists between energy consumption and economic growth this is different from the results obtained in earlier studies

bootstrap inference in econometrics the astonishing increase in computer performance over the past two decades has made it possible for economists to base many statistical inferences on simulated or bootstrap distributions rather than on distributions obtained from asymptotic theory in this paper i review some of the basic ideas of bootstrap inference the paper discusses monte carlo tests several types of bootstrap test and bootstrap confidence intervals although bootstrapping often works well it does not do so in every case

dynamic modeling of causal relationship between energy consumption co2 emissions and economic growth in india abstract the paper investigates the causality relationships among energy consumption carbon dioxide co2 emissions and income in india using a dynamic modeling approach the paper also utilises an innovation accounting method to investigate profiles of the macroeconomic variables persisting from an unanticipated shock in innovation our results provide evidence of the existence of bi directional granger causality between energy consumption and co2 emissions in the long run but neither co2 emissions nor energy consumption causes movements in real income there is no causality relationship between energy consumption and income in any direction in the long run implying that india could follow energy conservation and efficiency improvement policies without impeding economic growth this will allow india to reduce co2 emissions without affecting its economic growth and contribute significantly towards combating global warming as well

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

should export share requirements be implemented under quota protection in this paper the authors develop a model to analyze the effects of export share requirements when a quota is in place they show that when foreign capital is located in specific economic activity zones identified with the importable sector an increase in export share requirements reduces welfare owing to the price induced higher payments to foreign capital

analyzing energy consumption and gdp nexus using maximum entropy bootstrap the case of turkey abstract we employ a maximum entropy bootstrap based framework to analyze the energy consumption and real gdp nexus between 1950 and 2006 in turkey our approach provides more accurate inference in comparison to conventional hypothesis tests based on asymptotic theory it also avoids preliminary testing and shape destroying transformations such as differencing and detrending the bivariate analysis as well as a multivariate framework controlling for exchange rate and oil prices shows no evidence of a causal relation our results are robust to both the number of lags and the time period chosen we also perform a cointegration analysis of the data and point out a common misunderstanding in the literature regarding the concept of causation

the role of natural gas consumption in saudi arabia s output and its implication for trade and environmental quality abstract in this paper we examines the contribution of natural gas consumption in the real gdp of saudi arabia using long span and recent time series data over the period 1968 2016 in a multivariate framework which incorporates total trade as additional variable by using the autoregressive distributed lag method of cointegration we find long run a cointegration equilibrium relationship between ngc total trade and real gdp with a positive significant relationship among the variables by applying the toda and yamamoto method to granger causality testing we find a one sided causality running from ngc to real gdp while between real gdp and trade ngc and total trade total trade and real gdp are without a feedback from our empirical results we suggest that natural gas conservation policy would hurt the demand for natural gas hinder total trade and thus retard domestic output however in the near future it is possible for the saudi arabian government to meet energy needs and enhance total trade by adopting renewable energy alternatives to natural gas results however upon which the policy implications are inferred should be applied with caution as they may not be feasible enough to justify the adoption of unappealing energy policy choice for saudi arabia

decoupling factors on the energy output linkage the spanish case the recent increase of energy intensity in spain and the ratification of the kyoto protocol call for the implementation of energy policies in spain in this paper we investigate the relationship between gross domestic product gdp and energy consumption ec by taking into account several decoupling factors that can affect this linkage specifically we have considered the temporal aggregation of data and its seasonal adjustments the multivariate methodology the substitution between ec and other inputs and the technological changes empirical tests reveal a long run relationship between ec and gdp that can only be established in a complete way with a multivariate cointegration analysis furthermore a short run unidirectional causality from ec to economic growth is found therefore primary ec plays an important role as a limiting factor for economic growth in spain in the short run

renewable energy consumption and economic growth evidence from a panel of oecd countries abstract this study examines the relationship between renewable energy consumption and economic growth for a panel of twenty oecd countries over the period 1985 2005 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 the heterogeneous panel cointegration test reveals a long run equilibrium relationship between real gdp renewable energy consumption real gross fixed capital formation and the labor force with the respective coefficients positive and statistically significant the granger causality results indicate bidirectional causality between renewable energy consumption and economic growth in both the short and 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

a meta analysis investigation of the direction of the energy gdp causal relationship implications for the growth degrowth dialogue abstract the complex relation between energy use and the economic process has long attracted attention issues such as the scarcity of energy resources energy theory of value degrowth and a growth approaches are closely related to the relationship between energy and development the present study traces the implications of the energy gdp causality dialogue for the context of the growth degrowth debate where the energy development link plays a decisive role in that context the present research investigates the possible existence of a fundamental macro direction of causality between energy use and economic growth that is not influenced by study specific characteristics and events towards this objective we perform a meta analysis that takes into account 158 studies on causality between energy and gdp covering the period 1978 2011 this is the first time to our knowledge that meta analysis has been applied to investigate the direction of the energy and gdp causal relationship the meta analysis results neither support the existence of a fundamental macro direction nor the so called neutrality hypothesis e gdp in the causal relationship between energy consumption and economic growth

energy consumption carbon emissions and economic growth in china abstract this paper investigates the existence and direction of granger causality between economic growth energy consumption and carbon emissions in china applying a multivariate model of economic growth energy use carbon emissions capital and urban population empirical results for china over the period 1960 2007 suggest a unidirectional granger causality running from gdp to energy consumption and a unidirectional granger causality running from energy consumption to carbon emissions in the long run evidence shows that neither carbon emissions nor energy consumption leads economic growth therefore the government of china can purse conservative energy policy and carbon emissions reduction policy in the long run without impeding economic growth

from nonrenewable to renewable energy and its impact on economic growth the role of research development expenditures in asia pacific economic cooperation countries abstract this study disaggregates energy i e non renewable and renewable energy consumption and investigates its effect on economic growth the period of 1990 2015 is used to examine asia pacific economic cooperation apec countries this paper determines the cross sectional dependence and employs a second generation panel unit root test for precise estimation westerlund cointegration test is used to examine the long run equilibrium relationship between the variables and confirm the presence of cointegration in the long run the continuously updated fully modified ordinary least square cup fm approaches are applied to investigate long term output elasticities between the variables the results show the stimulating role of energy renewable and nonrenewable consumption in economic growth research and development expenditures and trade openness have a positive effect on economic growth moreover the time series individual country analysis also confirms that renewable energy has a positive impact on economic growth the heterogenous causality analysis reveals the feedback effect i e bidirectional causal associations among economic growth renewable energy consumption and nonrenewable energy consumption this empirical evidence suggests that countries should increase investment in renewable energy sectors and plan for development in renewable energy for sustainable energy growth

the relationship between electricity consumption electricity prices and gdp in pakistan abstract this study analyzes the relationship among electricity consumption its price and real gdp at the aggregate and sectoral level in pakistan using annual data for the period 1960 2008 the study finds the presence of unidirectional causality from real economic activity to electricity consumption in particular growth in output in commercial manufacturing and agricultural sectors tend to increase electricity consumption while in residential sector growth in private expenditures is the cause of rising electricity consumption the study concludes that electricity production and management needs to be better integrated with overall economic planning exercises this is essential to avoid electricity shortfalls and unplanned load shedding

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

energy consumption income and carbon emissions in the united states abstract this paper investigates the effect of energy consumption and output on carbon emissions in the united states earlier research focused on testing the existence and or shape of an environmental kuznets curve without taking energy consumption into account we investigate the granger causality relationship between income energy consumption and carbon emissions including labor and gross fixed capital formation in the model we find that income does not granger cause carbon emissions in the us in the long run but energy use does hence income growth by itself may not become a solution to environmental problems

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

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

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