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

efficient and durable decision rules with incomplete information we compare six concepts of efficiency for economies with incomplete information depending on the stage at which individuals welfare is evaluated and on whether incentive constraints are recognized an example is shown in which an incentive efficient decision rule may be unanimously rejected by the individuals in the economy we define durable decision rules which can resist such unanimous rejection and show that efficient durable decision rules exist

energy consumption economic growth relationship and carbon dioxide emissions in china this paper applies the panel unit root heterogeneous panel cointegration and panel based dynamic ols to re investigate the co movement and relationship between energy consumption and economic growth for 30 provinces in mainland china from 1985 to 2007 the empirical results show that there is a positive long run cointegrated relationship between real gdp per capita and energy consumption variables furthermore we investigate two cross regional groups namely the east china and west china groups and get more important results and implications in the long term a 1 increase in real gdp per capita increases the consumption of energy by approximately 0 48 0 50 and accordingly increases the carbon dioxide emissions by about 0 41 0 43 in china the economic growth in east china is energy dependent to a great extent and the income elasticity of energy consumption in east china is over 2 times that of the west china at present china is subject to tremendous pressures for mitigating climate change issues it is possible that the gdp per capita elasticity of carbon dioxide emissions would be controlled in a range from 0 2 to 0 3 by the great effort

energy consumption and economic growth an empirical study of the electricity consumption in saudi arabia abstract this study employs the time varying parameters vector autoregressive tvp var model with stochastic volatility to examine inter temporal dynamics between saudi arabian real gdp oil non oil electricity consumption and co2 emissions levels for 1971 2010 the results show that the tvp var model is of use for examining the dynamics of the relationship between electricity consumption real gdp and co2 emissions moreover an analysis of time varying impulse responses of real gdp oil non oil electricity consumption and co2 emissions to structural shocks suggests that responses depend on the magnitude of structural volatilities of real gdp oil non oil electricity consumption and co2 emissions shocks indeed we find that the observed high volatility of electricity consumption in the1970 s and 1980 s is likely to have persistent negative effects on oil gdp levels and co2 emissions and positive effects on real non oil gdp levels the observed high and low volatility of oil gdp levels positively affects electricity consumption and co2 emissions however highly volatile non oil gdp levels are likely to affect electricity consumption and co2 emissions positively these findings imply that energy policies must consider high and low volatility regimes of real gdp electricity and co2 emissions shocks and time varying patterns of the relationships between real gdp electricity consumption and co2 emissions

exploring the relationship among co2 emissions real gdp energy consumption and tourism in the eu and candidate countries evidence from panel models robust to heterogeneity and cross sectional dependence a major criticism to the existing energy growth environment literature we notice is the selection of methodology panel estimation techniques that fail to consider both heterogeneity and cross sectional dependence across countries may cause forecasting errors the other concern related to the literature is that only a small number of studies analyze the influence of tourism on co2 emissions even though tourism sector has potential for affecting the environment to fulfill the mentioned gaps in the literature this study analyzes the relationship among carbon emissions real income energy consumption and tourism for a panel of the eu and candidate countries over the period 1995 2011 by using heterogeneous panel estimation techniques with cross sectional dependence results from the cadf and the cips panel unit root tests show that the analyzed variables become stationary at their first differences the lm bootstrap panel cointegration test indicates the presence of a long run relationship among the analyzed variables results from the ols with fixed effects the fmols the dols and the group mean estimator reveal that energy consumption contributes to the level of emissions while real income and tourism mitigate co2 emissions the emirmahmutoglu kose panel granger causality test suggests that there is one way causality running from tourism to carbon emissions and two way causality between co2 emissions and energy consumption and between real income and co2 emissions policy implications are further discussed

energy consumption gdp nexus heterogeneous panel causality analysis abstract existing studies examining the granger causality relationship between energy consumption and gdp use a panel of countries but implicitly assume that the panels are homogeneous this paper extends the granger causality relationship between energy consumption and gdp by taking into account panel heterogeneity for this purpose we use a large panel of 79 countries for the period 1980 2007 specifically we examine four different causal relationships homogeneous non causality homogeneous causality heterogeneous non causality and heterogeneous causality the results show that roughly seven tenths of the countries exhibit bi directional granger causality two tenths exhibit no granger causality and one tenths exhibit uni directional granger causality

a multivariate cointegrated modelling approach in testing temporal causality between energy consumption real income and prices with an application to two asian ldcs unlike previous studies on the casual relationship between energy consumption and economic growth this paper illustrates how the finding of cointegration i e long term equilibrium relationship between these variables may be used in testing granger causality based on the most recent johansen s multiple cointegration tests preceded by various unit root or nonstationarity tests we test for cointegration between total energy consumption real income and price level of two asian ldcs thailand and sri lanka nonrejection of cointegration between variables rules out granger noncausality and implies at least one way of granger causality either unidirectional or bidirectional secondly by using a dynamic vector error correction model we then analyse the direction of granger causation and hence the within sample grangerexogeneity or endogeneity of each of the variables thirdly the relative strength of the causality is gauged through the dynamic variance decomposition technique by decomposing the total

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

energy consumption and the influencing factors in china a nonlinear perspective abstract different from many studies on energy kuznets curve this paper does not directly consider income factor but conducts a nonlinear study on per capita primary energy consumption and electricity consumption in china whose economic development is considered investment driven in which government macroeconomic policies especially government expenditure plays a very important role in particular this paper attempts to compare the different impacts of government expenditures and the other influencing factors on energy consumption based on the results of the threshold regression in the future with the further development of the economy the driving force of labor population growth will slow down comparing with primary energy the relationship between electricity consumption and its influencing factors will change later and the difference in the effects of the influencing factors is mainly reflected in the formation of capital stock investment and the development of urbanization government expenditure on private goods may not be always as inefficient in energy consumption and cleaner production as previously thought in the literature meanwhile the growth of government expenditure on public goods will become a powerful driving factor which indicates that the government needs to assess its overall impact on energy consumption and energy efficiency when participating in the provision of public goods the paper also found that when studying the issue of energy consumption and regional differences in china the geographic classification of eastern central and western regions may not be appropriate grouping according to energy consumption levels may be one of the better options and the distribution of energy consumption levels in china s provinces is consistent with the distribution of government expenditure levels the estimation results also provide us with important policy implications the government expenditure in education is of great importance and it can produce a strong energy saving effect through technological progress

revisited are shocks to energy consumption permanent or temporary new evidence from a panel suradf approach abstract this paper explores whether the hypothesis of energy consumption stationarity is supported in different regions the stationarity properties indicate that the impact of a reduction in energy consumption or a realignment policy is only temporary and over time the series will revert back to the trend path this paper first applies the panel seemingly unrelated regressions augmented dickey fuller panel suradf test developed by breuer et al breuer j b mcnown r wallace m s 2001 misleading inferences from panel unit root tests with an illustration from purchasing power parity review of international economics 9 3 482 493 which allows us to account for possible cross sectional effects and to identify how many and which members of the panel contain a unit root the main conclusion is that the stationarity of energy consumption will be affected by the differences among the five regions made up of 84 countries during the period 1971 2003 similar conclusions are reached when we analyze country groups based on levels of development moreover the results reveal that conventional panel unit root tests can lead to misleading inferences which are biased towards stationarity even if only one series in the panel is strongly stationary lastly some policy implications emerge from our results

causality analysis of diesel consumption and economic growth in cameroon abstract this study examines the causal relationship between diesel consumption and economic growth in cameroon by using a three step modern time series technique tests for unit roots cointegration and granger causality based on error correction model are employed on annual data covering the period 1975 2008 empirical results of the study confirm the presence of a long run equilibrium relationship between diesel consumption and economic growth the error correction model shows that an estimated 1 increase in economic growth causes a rise in diesel consumption of 1 30 in the long run the overall results show that there exists bidirectional causality in the long run relationship and no causality in the short run relationship between diesel consumption and economic growth at the 5 level of significance thus the energy policies in cameroon should place priority on the discovery of new oil field and building capacity additions of the refinery to increase production of petroleum products as this would propel the economic growth of the country

a class of monotone economies in which rational expectations equilibria exist but prices do not reveal all information abstract some economies having excess demands which depend monotonically on agents information signals are examined if there are no multiple market clearing prices then these economies have strict rational expectations equilibria in which equilibrium prices alone do not transmit all information

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

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 new insights into the cointegration relationship abstract this paper examines the long run relationship between energy consumption and real gdp including energy prices for 25 oecd countries from 1981 to 2007 the distinction between common factors and idiosyncratic components using principal component analysis allows to distinguish between developments on an international and a national level as drivers of the long run relationship indeed cointegration between the common components of the underlying variables indicates that international developments dominate the long run relationship between energy consumption and real gdp furthermore the results suggest that energy consumption is price inelastic causality tests indicate the presence of a bi directional causal relationship between energy consumption and economic growth

energy consumption and economic growth revisited does the size of unrecorded economy matter abstract we analyze the long run relationship between energy consumption and real gross domestic product gdp in turkey taking into account the size of unrecorded economy since in developing countries mainly due to the unrecorded economic activities the official gdp is not measured correctly the investigation of the linkage between energy consumption and official gdp may not give reliable results in this study empirical results for the case of turkey over the period 1970 2005 suggest that there is a long run equilibrium relationship between the officially calculated gdp and energy consumption besides using the error correction modeling technique we find out that unidirectional causality runs from official gdp to energy in both short and long runs however when we take into account unrecorded economy we detect neither cointegration nor causality between energy consumption and true gdp these empirical findings imply that first energy conservation policies can be implemented in order to reduce greenhouse gas emissions without any adverse effect on the recorded economic activities second the production function in the unrecorded economy is not stable furthermore economic policies to combat unrecorded economy may not serve as a complement to energy conservation policies

electricity conservation policies and sectorial output in pakistan an empirical analysis abstract government of pakistan has taken several measures in recent years for conserving electricity to reduce its electricity shortfall in this context this study attempts to quantify the impact of different electricity conservation policies on value added of industrial and services sectors in pakistan results indicate that unanticipated shocks to electricity consumption and technical efficiency form a positive relationship while electricity price has a negative relationship with value added in industrial and services sectors in the long run direct electricity conservation policies and policies that aim at increasing electricity prices will have an adverse impact on value added of both the sectors policies that induce improvements in energy efficiency will have a positive impact on the sectorial output in the long run therefore the government should not pursue direct consumption curtailment polices to mitigate the electricity crisis rather steps should be taken to enhance energy efficiency in the economy this can be done by setting targets for reducing energy intensity in both the sectors moreover energy efficiency should be incorporated in the mainstream of energy policy and specific laws should be enacted to establish institutions and develop methods to help in effective conservation and efficient consumption of limited energy resources

rational expectations in microeconomic models an overview abstract this paper is an expository introduction to several topics of current research in the general equilibrium theory of rational expectations more specifically we discuss the existence of exact and approximate rational expectations equilibria the implementation of equilibria the behavior of learning and smoothing processes by which traders construct expectations from repeated observations of the market and the lagged use of the information revealed by prices in an intertemporal sequence of markets the purpose of this discussion is to introduce papers on these topics appearing in the journal of economic theory symposium on rational expectations in microeconomic models

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

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

economic growth electricity consumption causality in 12 european countries a dynamic panel data approach abstract this paper applies recent panel methodology to investigate the long run and causal relationship between electricity consumption and real gdp for a set of 12 european countries using annual data for the period 1970 2007 the sample countries have moved faster than other neighboring countries towards the creation of a single electricity market over the past 30 years energy prices are also included in the study due to their important role in affecting the above variables thus avoiding the problem of omitted variable bias tests for panel unit roots cointegration in heterogeneous panels and panel causality are employed in a trivariate vecm estimated by system gmm the results show evidence of a long run equilibrium relationship between the three series and a negative short run and strong causality from electricity consumption to gdp as expected there is bidirectional causality between energy prices and gdp and weaker evidence between electricity consumption and energy prices these results support the policies implemented towards the creation of a common european electricity market

renewable energy consumption economic growth nexus in turkey abstract this paper examines the renewable energy consumption economic growth causality nexus in turkey studies in the literature can be grouped as country specific and multi country studies the results of these studies are inconsistent and there is no agreement on the existence or the direction of causality between renewable energy consumption and economic growth the results of this country specific study support conservation hypothesis the results of empirical tests from ardl approach show that renewable energy consumption has a negative impact on economic growth and the ones of toda yamamoto causality tests show that there is a unidirectional causality running from economic growth to renewable energy consumption

environmental degradation economic growth and energy consumption evidence of the environmental kuznets curve in malaysia this paper tests for the short and long run relationship between economic growth carbon dioxide co2 emissions and energy consumption using the environmental kuznets curve ekc by employing both the aggregated and disaggregated energy consumption data in malaysia for the period 1980 2009 the autoregressive distributed lag ardl methodology and johansen juselius maximum likelihood approach were used to test the cointegration relationship and the granger causality test based on the vector error correction model vecm to test for causality the study does not support an inverted u shaped relationship ekc when aggregated energy consumption data was used when data was disaggregated based on different energy sources such as oil coal gas and electricity the study does show evidences of the ekc hypothesis the long run granger causality test shows that there is bi directional causality between economic growth and co2 emissions with coal gas electricity and oil consumption this suggests that decreasing energy consumption such as coal gas electricity and oil appears to be an effective way to control co2 emissions but simultaneously will hinder economic growth thus suitable policies related to the efficient consumption of energy resources and consumption of renewable sources are required

economic growth co2 emissions and energy consumption what causes what and where abstract this paper applies panel vector autoregression pvar along with a system generalized method of moment system gmm to examine the dynamic causal relationship between economic growth carbon emissions and energy consumption for 116 countries over the period 1990 2014 using multivariate model the empirical results from this study have established key relationships which have important policy implications first at the global and regional levels economic growth does not cause energy consumption second with the exception of the global and caribbean latin america economic growth has no causal impact on carbon emissions however economic growth has a negative impact on carbon emissions at the global level and the caribbean latin america third carbon emissions positively cause economic growth fourth energy consumption positively causes economic growth in sub saharan africa while it negatively causes economic growth at the global middle east and north africa mena asia pacific and caribbean latin america fifth energy consumption positively causes carbon emissions in mena but causes carbon emissions negatively in sub saharan africa and caribbean latin america lastly with the exception of mena and the global sample carbon emissions do not cause energy consumption the impulse response function shows evidence of environmental kuznets curve at the global scale and sub saharan africa the policy implications of this paper are discussed

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

determinants of co2 emissions in a small open economy abstract the aim of the paper is to explore the relationship between economic development and carbon dioxide co2 emissions for a small open and industrialized country austria we test whether an environmental kuznets curve relationship also holds for a single country rather than concentrating on panel or cross section data for a set of countries a cubic i e n shaped relationship between gdp and co2 emissions is found to fit the data most appropriately for the period 1960 1999 and a structural break is identified in the mid seventies due to the oil price shock furthermore two variables are additionally significant import shares reflecting the well known pollution haven hypothesis and the share of the tertiary service sector of total production gdp accounting for structural changes in the economy emission projections derived from this single country specification support the widely held opinion that significant policy changes are asked for when implementing the kyoto protocol in order to bring about a downturn in future carbon emissions

energy consumption and economic growth parametric and non parametric causality testing for the case of greece abstract the objective of this paper is to contribute towards the understanding of the linear and non linear causal linkages between energy consumption and economic activity making use of annual time series data of greece for the period 1960 2008 two are the salient features of our study first the total energy consumption has been adjusted for qualitative differences among its constituent components through the thermodynamics of energy conversion in doing so we rule out the possibility of a misleading inference with respect to causality due to aggregation bias second the investigation of the causal linkage between economic growth and the adjusted for quality total energy consumption is conducted within a non linear context our empirical results reveal significant unidirectional both linear and non linear causal linkages running from total useful energy to economic growth these findings may provide valuable information for the contemplation of more effective energy policies with respect to both the consumption of energy and environmental protection

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

health care expenditure and gdp are they broken stationary in this paper we analyse the stationarity of the real per capita health care expenditure hce and real per capita gdp for a sample of oecd countries allowing for the presence of multiple structural breaks one novelty of the paper is that it permits the presence of structural breaks that affect both the level and the slope of the time series after the cross section dependence is accounted for we have found that these variables can be characterised as stationary processes evolving around a broken trend

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

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

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

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

energy 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

electrical energy usage over the business cycle causality from macroeconomic conditions to electrical usage overall and in the residential commercial industrial and other sectors is examined the paper shows that changes in macroeconomic conditions cause significant changes in electrical usage in the commercial and industrial sectors and overall in addition the paper shows that causality occurs at business cycle frequencies and that there are asymmetries over the business cycle an implication is that forecasts used to assess the probability of exceeding capacity constraints should incorporate forecasts of macroeconomic conditions asymmetries over the cycle and how the commercial and industrial sectors will respond to such changes

are oil shocks inflationary asymmetric and nonlinear specifications versus changes in regime this paper identifies a structural break in core u s inflation phillips curves such that oil prices contributed substantially before 1981 but since that time pass through has been negligible this characterization is robust to a variety of re specifications and fits the data better than asymmetric and nonlinear oil price alternatives evidence does not support the hypotheses that declining energy intensity or deregulation of energy producing and consuming industries played an important role monetary policy did not itself become less accommodative of oil shocks but may have helped create a regime where inflation is less sensitive to price shocks more generally

urbanization economic growth energy consumption and co2 emissions empirical evidence from countries with different income levels abstract the growth of anthropogenic co2 emissions has been widely attributed to the combustion of energy in support of human activities associated with economic development while the link between urbanization economic growth energy consumption and co2 emissions has as a result received considerable multidisciplinary scholarly attention little work has been undertaken with respect to the how differences in the development stages or income levels of the countries studied may affect these relations here we empirically explore the link between urbanization economic development energy consumption and co2 emissions specifically taking into account the different income levels of the countries studied a series of panel data models and a balanced dataset for a panel of 170 countries were utilized in the study which took the period of 1980 2011 into consideration the result of panel cointegration tests suggested that a cointegration relationship existed between variables in all the countries studied and that a statistically significant positive relationship existed between the variables employed in the long run the results of a granger causality test based on the vector error correction model vecm provided evidence of varied granger causality relationships between the variables across the income based subpanels moreover we also undertook an impulse response and variance decomposition analysis that allowed us to forecast the impacts of economic growth urbanization and energy consumption on future co2 emissions during the period surveyed our results cast a new light on the importance of a country s development stage and income level for government policy decisions relating to the reduction of co2 emissions

equity markets and growth cross country evidence on timing and outcomes 1980 1995 abstract the rapid expansion of organized equity exchanges in both emerging and developed markets has prompted policymakers to raise important questions about their macroeconomic impact yet the need to focus on recent data poses implementation difficulties for econometric studies of dynamic interactions between stock markets and economic performance in individual countries this paper overcomes some of these difficulties by applying recent developments in the analysis of panels with a small time dimension to estimate vector autoregressions for a set of 47 countries with annual data for 1980 1995 after describing recent theories on the role of stock markets in growth and considering a pure cross sectional empirical approach our panel vars show leading roles for stock market liquidity and the intensity of activity in traditional financial intermediaries on per capita output the findings underscore the potential gains associated with developing deep and liquid financial markets in an increasingly global economy

gradual reforms and the emergence of energy market in china evidence from tests for convergence of energy prices this study investigates the emergence of energy markets by testing for convergence of energy prices with a new dataset on energy spot prices in 35 major cities in china both descriptive statistics and unit root are employed to test the convergence of energy prices for each of four fuel price series the whole study period is divided into two sub periods in order to reconcile the gradual energy reforms the results show the steady improvement in energy market performance in china especially during the second sub period which suggests that the market appears to be playing an increasing role in determining energy prices while panel unit root tests show energy markets are integrated in china as a whole city by city univariate unit root tests suggest that there are still many regional energy markets probably because energy reserves especially coal vary widely across regions since china s energy economy is gradually moving towards market oriented mechanisms the existing literature may become obsolete soon

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

the asymmetry of the impact of oil price shocks on economic activities an application of the multivariate threshold model this paper applies the multivariate threshold model to investigate the impacts of an oil price change and its volatility on economic activities changes in industrial production and real stock returns the statistical test on the existence of a threshold effect indicates that a threshold value does exist using monthly data of the us canada and japan during the period from 1970 to 2002 we conclude i the optimal threshold level seems to vary according to how an economy depends on imported oil and the attitude towards adopting energy saving technology ii an oil price change or its volatility has a limited impact on the economies if the change is below the threshold levels iii if the change is above threshold levels it appears that the change in oil price better explains macroeconomic variables than the volatility of the oil price and iv if the change is above threshold levels a change in oil price or its volatility explains the model better than the real interest rate

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

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

regional spillover effects of renewable energy generation in italy in a multivariate setting we document that renewable energy generation has a positive impact on economic growth at the regional level in italy we do so by adopting panel data unit root and cointegration tests as well as granger non causality tests relying on the system gmm estimator our results are interpreted in three ways renewable energy generation alleviates balance of payments constraints and reduces the exposure of a regional economy to the volatility of the price of fossil fuels and to negative environmental and health externalities deriving from non renewable energy generation therefore our evidence supports policies promoting renewable energy generation in an appendix we show that our results are robust to the adoption of alternative econometric methods and definitions for our energy variable they are also stable over time

oil price shocks and stock markets in the u s and 13 european countries abstract oil price shocks have a statistically significant impact on real stock returns contemporaneously and or within the following month in the u s and 13 european countries over 1986 1 2005 12 norway as an oil exporter shows a statistically significantly positive response of real stock returns to an oil price increase the median result from variance decomposition analysis is that oil price shocks account for a statistically significant 6 of the volatility in real stock returns for many european countries but not for the u s increased volatility of oil prices significantly depresses real stock returns the contribution of oil price shocks to variability in real stock returns in the u s and most other countries is greater than that of interest rate an increase in real oil price is associated with a significant increase in the short term interest rate in the u s and eight out of 13 european countries within one or two months counter to findings for the u s and for norway there is little evidence of asymmetric effects on real stock returns of positive and negative oil price shocks for oil importing european 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

energy consumption and gdp causality a three step analysis for emerging european countries abstract the established european targets should play a leading role in the complex economic process of energy consumption and the emerging countries have to consider their implications for adjusting the energy policies at national level this paper develops investigations on the causality relationship between energy consumption and gdp in the context of emerging european countries covering the period 1980 2013 this research covers the limits identified by previous researchers by detailing the energy consumption by sources and by referring to five emerging countries in europe unlike most of the previous studies it has a double approach long and short run bidirectional relationships a detailed analysis on the impact of economic growth on the energy consumption by country is conducted in order to contribute to the enrichment of the research field towards this objective a three step analysis is performed stationarity cointegration and causality tests are considered the empirical study shows mixed results there is a balance in confirming conservation growth and neutrality hypotheses in some specific cases results imply that energy consumption and economic growth are jointly determined however a comparative analysis for different significance levels draws attention on the differences in judgment of results for this type of studies discussions on the results in terms of causality are conducted in order to identify future trends for research

exploring the bi directional long run relationship between energy consumption and life quality abstract this study aims at investigating the bi directional long run relationship for the period of 1990 2009 between energy consumption and life quality in 198 countries categorized by income level to achieve this goal the canonical cointegrating regression ccr was utilized the results revealed that energy consumption improves the life quality of 70 of the countries despite their different incomes the study s results unlike all other previous studies also revealed that the life quality indicators also increase energy consumption a phenomenon that appears to be true in 65 of the countries despite the fact that energy consumption plays an important role in achieving a better life quality the world still depends on fossil fuels which represent 81 of total energy consumption therefore it is suggested that these countries should rationalize their fossil fuel energy consumption by increasing the role of renewable energy and increasing their energy saving to improve life quality without causing any damage to the environment

examining the bi directional long run relationship between renewable energy consumption and gdp growth abstract the bi directional long run relationship between renewable energy consumption and gdp growth has been investigated in high income upper middle income lower middle income and high income countries to achieve this goal the fully modified ols was utilized the results revealed that 79 of the countries have a positive bi directional long run relationship between renewable energy consumption and gdp growth this represents the feedback hypothesis on the other hand 19 of the countries showed no long run relationship between the variables this represents the neutrality hypothesis besides 2 of the countries showed a one way long run relationship from gdp growth to renewable energy consumption confirming the conservation hypothesis and from renewable energy consumption and gdp growth representing the growth hypothesis despite the mixed results across countries it has been proved that the more persistent and significant the bi directional long run relationship between the variables is the higher the income countries are

how many times again will we examine the energy income nexus using a limited range of traditional econometric tools during the last three decades following closely the developments in econometric theory energy and environmental economists have empirically examined the energy income nexus for different countries and time periods however today in spite of the growing interest in this area the state of knowledge is still controversial and unsettled this viewpoint paper attempts to highlight some of the issues related to the existing literature on the long run relationship and causality between energy consumption and economic growth in particular it discusses how it is difficult to make policy recommendations on the basis of inconsistent and conflicting results in the published literature on the subject in order to do so the paper first illustrates the increasing trend in the number of studies published in this area providing also a brief comparison of the conventional methods used to estimate the energy income nexus it then deals with new directions and different viewpoints on the same issue

do economic instruments matter wind turbine investments in the eu 15 abstract this paper analyses how governments in the eu 15 countries have succeeded in stimulating investments in wind turbines between 1985 and 2005 i use four different evaluation criteria tobin s q euler equation estimation investment accelerator model and the effective marginal tax rate to describe the observed investment patterns after a period of rapid growth in capital stock 1985 2000 a period of modest growth 2001 2005 can be observed even though the economic attractiveness of investing increases modestly this pattern cannot be explained by the evaluation criteria unless we accept economic attractiveness is a necessary condition and not a necessary and sufficient condition when analysing which policy has worked best the policies of germany denmark and spain stand out their early and consistent support has been based on feed in tariffs combined with subsidies

identifying interdependent behaviour in an empirical model of labour supply in this paper we test a particular form of interdependent behavior namely the hypothesis that individuals choices of hours of work are influenced by the average hours of work in a social reference group there are problems to empirically disentangle the effects of interdependent behavior and preference variation across groups we show that panel data or data from several points in time are needed in the empirical analysis we combine cross section data from 1973 1980 and 1990 our results support the hypothesis of interdependent behavior the implication is that conventional tax policy predictions in which preference interdependencies are neglected will tend to underestimate the effect of a tax reform on hours of work our point estimates suggest that conventional calculations would capture only about a third of the actual change in hours of work

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

energy consumption in china past trends and future directions abstract in 2003 china s energy consumption amounted to 1678 million tonnes coal equivalent mtce making china the world s second largest consumer behind only the united states china is now also one of the largest oil importers in the world with an economy that is expected to maintain a rate of growth of 7 8 for decades china s role in the world energy market becomes increasingly influential this makes it important to predict china s future demand for energy the objective of this paper is to apply the bayesian vector autoregressive methodology to forecast china s energy consumption and to discuss potential implications the results of this paper suggest that total energy consumption should increase to 2173 mtce in 2010 an annual growth rate of 3 8 which is slightly slower than the average rate in the past decade the slower growth reflects expected slower economic growth and a decline in energy consumption due to structural changes in the chinese economy

a review on implementation strategies for demand side management dsm in kuwait through incentive based demand response programs abstract since the export of fossil fuel is the backbone of kuwait s economy the enormous upsurge in the internal fuel consumption creates anguish and bane at present 46 of the internal fossil fuel consumption is used for electricity generation the increase in fuel consumption hurled kuwait as one of the highest per capita electricity consuming as well as co 2 emitting countries in the world consumers pay only 6 of the production cost of electricity the government subsidizes the balance which is one of the major reasons behind the high electricity consumption in the country any reduction in electricity consumption can positively reflect on both per capita electricity consumption and co 2 emission additionally the saved fossil fuel can be exported to generate revenue to support the country s economy worldwide demand side management dsm is considered as an effective tool to curtail electricity demand the objective of this review paper is to explore the available literature to find out the most suitable dsm measures to control the growth of per capita electricity consumption in kuwait after conducting a detailed strengths weaknesses opportunities and threats swot analysis it is concluded that incentive based demand response programs can be considered as one of the most suitable solutions to address this problem

economic growth urbanization and energy consumption a provincial level analysis of china abstract as the largest developing country with fast paced economic growth china s development has been characterized by a high degree of energy consumption high level of heavy industry international trade and urbanization progress in this study we extend the current literature by incorporating urbanization energy consumption and international trade into a production function using a panel data set model over the period from 2001 to 2012 the results show that urbanization and capital are the major contributors to china s economic growth meanwhile there exists a u shaped relationship between urbanization and economic growth that heavy industry exerts a significant negative effect on economic growth using system generalized methods of moments gmm sys estimation methods and the relationship between international trade and economic growth is mixed and no consistent results support the conclusion that the international trade promotes economic growth adjusting the industry and trade structure in economic growth is the priority for the policy makers

vulnerability income growth and climate change summary cross country data on energy consumption per capita gross domestic product gdp and a social vulnerability index are used to measure changes in vulnerability associated with changes in per capita gdp and per capita energy consumption energy consumption through its non linear effect on per capita income reduces a country s overall vulnerability by a greater amount at moderate incomes than at low or high incomes an implication is that policies aimed at reducing carbon emissions in developing countries are unlikely to significantly affect vulnerability to the risks arising from climate change especially at very low incomes

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

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

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

income and co2 emissions evidence from panel unit root and cointegration tests abstract this paper re investigates the stationarity properties of per capita carbon dioxide co 2 emissions and real gross domestic product gdp per capita for 109 countries within seven regional panel sets covering 1971 2003 we apply the recent unit root test of the panel seemingly unrelated regressions augmented dickey fuller suradf test developed by breuer et al 2001 misleading inferences from panel unit root tests with an illustration from purchasing power parity review of international economics 9 482 493 2002 series specific unit root tests with panel data oxford bulletin of economics and statistics 64 527 546 the panel suradf test accounts for the presence of cross country correlations in the data and the parameters in the panel specification vary across countries more importantly this test allows us to identify how many and which members of the panel contain a unit root overall our empirical results illustrate that real gdp and co 2 emissions in these countries are a mixture of i 0 and i 1 processes and that the traditional panel unit root tests could lead to misleading inferences as well as the conduct of cointegration analysis being perhaps inappropriate the results of our analysis carry critical implications for the modeling of co 2 emissions and gdp because of the different orders of integration for the two variables

asymmetries in the dynamic interrelationship between energy consumption and economic growth evidence from turkey abstract in this study we examine possible nonlinearities in dynamic interrelationship between energy consumption and economic growth in turkey for the 1960 2010 period by using a smooth transition vector autoregressive model in order to trace the effects of one variable on another we calculate generalized impulse response functions girfs the computed impulse response functions demonstrate asymmetric effects of positive versus negative and small versus large energy consumption shocks on output growth and vice versa specifically we find that negative energy shocks have a greater effect on output growth than positive energy shocks and that big negative energy shocks affect output much more than small negative energy shocks similarly we find that positive output shock has a greater effect on energy consumption whereas negative shocks have almost no effect on energy consumption the results of this study have clear and important implications for energy economists and policymakers in turkey

economic welfare impacts from renewable energy consumption the china experience over the last years renewable energy sources have increased their share on electricity generation of china due to environmental and security of supply concerns in this work author assesses the role of both the amount and share of renewable energy consumption in economic welfare using cobb douglas type production functions this assessment is carried out by multivariate ols and spss software for china from 1978 to 2008 results indicate that a 1 increase in renewable energy consumption rec increases real gdp by 0 120 gdp per capita by 0 162 per capita annual income of rural households by 0 444 and per capita annual income of urban households by 0 368 respectively the impact of renewable energy consumption share srec on economic welfare is insignificant and an increasing share of rec negatively affects economic welfare growth to a certain extent in this paper the cost structural demand accounting mechanism and policy reasons of renewable energy development are interpreted marginal effects analysis show that the shape of sound and robust renewable energy institutions and policies would matter for increasing the standards of economic welfare in the context of speeding up renewable energy development and increasing share of renewable energy consumption especially the goal oriented policy refinement should be addressed efficiently in improvement households income while increasing share of renewable energy consumption c 2011 elsevier ltd all rights reserved

structural break unit root and the causality between energy consumption and gdp in turkey abstract this paper tries to investigate a series of unit root and causality tests to detect causality between the gdp and energy consumption in turkey employing hsiao s version of granger causality method for the 1950 2000 period the conventional unit root tests indicate the series are i 1 whereas the endogenous break unit root tests proposed by zivot and andrews zivot e and andrews d w k 1992 further evidence on the great crash the oil price shock and the unit root hypothesis journal of business and economics statistics 10 251 270 and perron perron p 1997 further evidence on breaking trend functions in macroeconomic variables journal of econometrics 80 355 385 reveal that the series are trend stationary with a structural break therefore it is inappropriate to take the first difference of the data to achieve stationarity the main conclusion of this study is that there is no evidence of causality between energy consumption and gdp in turkey based on the detrended data

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 and income a semiparametric panel data analysis this paper proposes a semiparametric analysis for the study of the relationship between energy consumption per capita and income per capita for an international panel dataset it shows little evidence for the existence of an environmental kuznets curve for energy consumption energy consumption increases with income for a majority of countries and then stabilizes for very high income countries neither changes in energy structure nor macroeconomic cycle technological change have significant effect on energy consumption

exploring the relationship between energy consumption and gdp evidence from croatia the main purpose of this paper is to explore the relationship between total energy consumption and real gross domestic product gdp covering the period between 1992 and 2010 in croatia the methodology employed in this paper is based on the bivariate vector autoregression var and granger causality tests moreover the impulse response function and variance decomposition analysis are employed to trace the dynamic response paths of shocks to the system the empirical analysis shows that when it is allowed for any deterministic component in the data total energy consumption and real gdp are not co integrated in the period observed furthermore there is a unidirectional causality running from total energy consumption to gdp and an impulse response to gdp caused by energy consumption being mainly embodied in the first years the results indicate that total energy consumption is an important component determining economic growth in croatia and that energy conservation policy should be formulated and implemented wisely this paper also tests the causality between real gdp and consumption of the five energy variables by using the bivariate var the main implication of these tests is that individual energy forms matter when it comes to energy policy formulation

electricity demand elasticities and temperature evidence from panel smooth transition regression with instrumental variable approach abstract this study applies a non linear model i e the recently developed panel smooth transition regression pstr model and takes into account the potential endogeneity biases to investigate the demand function of electricity for 24 oecd countries from the period 1978 2004 our empirical results demonstrate that there is a strongly non linear link among electricity consumption real income electricity price and temperature a result that is new to the literature as real income rises electricity consumption rapidly increases first and after the level of real income exceeds approximately us 2500 its increasing rate turns slow down an increase in electricity price has a negative or no influence on electricity consumption evidence of a u shaped relationship between electricity consumption and temperature is supported and the threshold value of temperature is approximately 53 f which is endogenously determined furthermore the estimated elasticities of time dynamic indicate that electricity demand is income inelastic price inelastic and temperature inelastic as time goes on the absolute elasticities of electricity demand gradually decrease with respect to real gdp and electricity price whereas they gradually increase with respect to temperature suggesting that the impact of temperature on electricity demand is becoming more important in recent years

finance and the sources of growth the authors evaluate whether the level of development in the banking sector exerts a causal impact on economic growth and its sources total factor productivity growth physical capital accumulation and private saving they use 1 a pure cross country instrumental variable estimator to extract the exogenous component of banking development and 2 a new panel technique that controls for country specific effects and endogeneity they find that banks do exert a large causal impact on total factor productivity growth which feeds through to overall gdp gross domestic product growth the long run links between banking development and both capital growth and private savings are more tenuous

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

a nonparametric analysis of energy environmental kuznets curve in chinese provinces energy resources are an important material foundation for the survival and development of human society and the relationship between energy and economy is interactive and complementary this paper analyzes the energy consumption economic growth nexus in chinese provinces using novel and recent nonparametric time series as well as panel data empirical approaches the dataset covers 30 provinces over the period of 1980 2018 the empirical analysis indicates the presence of a nonlinear functional form and smooth structural changes in most of the provinces the nonparametric empirical analysis validates the presence of a nonlinear unit root problem in energy consumption and economic growth and nonlinear cointegration between the variables additionally the nonparametric panel cointegration test reports evidence of convergence in energy consumption and economic growth patterns across the provinces the nonparametric regression analysis finds economic growth to have a positive effect on average on energy consumption in all provinces except for beijing further the energy environmental kuznets curve exists between economic growth and energy consumption in 20 out of 30 chinese provinces the granger causality analysis reveals the presence of a mixed causal relationship between economic growth and energy consumption the empirical findings have important implications for chinese authorities in planning for improving energy efficiency decoupling between economic growth and energy consumption and reducing the environmental footprint of provinces

stationarity of health expenditures and gdp evidence from panel unit root tests with heterogeneous structural breaks this paper re examines the stationarity of national health care expenditures and gdp in a panel setting utilizing data from 20 oecd countries over the period from 1960 to 1997 previous research in this area has recognized the drawback of not allowing for structural breaks in their unit root tests and noted that their empirical results may not be robust we advance the literature by utilizing a recently developed panel lm unit root test that allows for heterogeneous level shifts in contrast to previous analyses that did not consider breaks our results reject the unit root null hypothesis for both series