firms fdi ownership the influence of government ownership and legislative connections the level of ownership in an overseas subsidiary has been an important issue in international business existing literature based on transaction cost theory predicts that firms prefer higher ownership for subsidiaries located in favorable foreign institutional environments we propose two moderating factors to this prediction governments as owners of firms and firms legislative connections we hypothesized that the level of subsidiary ownership was less affected by the heterogeneity of foreign institutional environments for firms with a higher level of government ownership and for firms with legislative connections these two interaction effects were tested using a sample of overseas subsidiaries documented in the 2010 annual reports of listed chinese firms the empirical findings provide robust support for the hypothesized effects this study offers fresh insight on the role of government and political factors in firms internationalization activities

moments based spillovers across gold and oil markets abstract in this paper we use intraday futures market data on gold and oil to compute returns realized volatility volatility jumps realized skewness and realized kurtosis using these daily metrics associated with two markets over the period of december 2 1997 to may 26 2017 we conduct linear nonparametric and time varying rolling tests of causality with the latter two approaches motivated due to the existence of nonlinearity and structural breaks while there is hardly any evidence of spillovers between the returns of these two markets strong evidence of bidirectional causality is detected for realized volatility which seems to be resulting from volatility jumps evidence of spillovers are also detected for the crash risk variables i e realized skewness and for realized kurtosis as well with the effect on the latter being relatively stronger based on a moments based test of causality evidence of co volatility is deduced whereby we find that extreme positive and negative returns of gold and oil tend to drive the volatilities in these markets in our robustness check we identify a causal chain in the realized volatility from oil to gold via the financial stress our results have important implications for not only investors but also policymakers

examining the link between energy consumption carbon dioxide emission and economic growth in latin america and the caribbean abstract this study aims at exploring the bi directional long run relationship between energy consumption carbon dioxide emission and economic growth in the latin american and caribbean countries the canonical cointegrating regression ccr is used to achieve the goal of this study taking the period of 1980 2008 the study arrived at different results while 60 of the countries have a positive bi directional long run relationship between energy consumption carbon dioxide emission and economic growth the others have mixed results the results of the study motivated the researcher to recommend that these countries should increase their energy efficiency increase the share of green energy from their total energy use and increase energy conservation in order to reduce unnecessary waste of energy

restriction of variance interaction effects and their importance for international business research a recent journal of international business studies editorial on interaction effects within and across levels highlighted the importance of and difficulty associated with justifying and reporting of such interaction effects the purpose of this editorial is to describe a type of interaction hypothesis that is very common in international business ib research the restricted variance rv hypothesis specifically we describe the nature of an rv interaction and its evidentiary requirements we also offer several ib examples involving interactions that could have been supported with rv arguments our hope is that ib researchers can use this paper to bolster their arguments for interaction hypotheses by explaining them in terms of rv

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

determinants of renewable energy adoption in china and india a comparative analysis this article examines the dynamic relationships among output carbon emission and renewable energy generation of india and china during the period 1972 to 2011 using a multivariate vector error correction model vecm the results for india reveal unidirectional short run causality from carbon emission to renewable energy generation and from renewable energy generation to output whereas in the long run the variables have bidirectional causality causalities in china give a rather different scenario with a short run unidirectional causality from output to renewable energy and from carbon emission to renewable energy generation in the long run for china unidirectional causality is found from output to renewable energy generation while bidirectional causality is found between carbon emission and renewable energy generation

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

energy consumption 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

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 electric power on productivity according to the historical record the increased use of energy in general and electric power in particular stands as one of the key factors in productivity growth growth accountants however find little support for this view rejecting claims that the productivity slowdown can be attributed to the lower rate of growth of the energy input in us manufacturing in this study an attempt at reconciling the historical record with the empirical facts is made specifically the commonly used factor income shares in the relevant divisia input growth index are replaced by the estimated output input elasticities the latter attribute a considerably larger role to electric power than previous studies indicated these are then used to reevaluate the sources of growth in us manufacturing

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

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

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

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

dynamic modelling of energy consumption capital stock and real income in g 7 countries abstract this paper applies an aggregate production function to examine the dynamic linkages among energy consumption capital stock and real income real gdp per capita in g 7 counties we employ the toda and yamamoto 1995 granger causality test the generalized impulse response approach and variance decompositions in a multivariate setting to uncover the extent and the magnitude of the relationship among variables our empirical results find evidence of a unidirectional relationship running from energy consumption to real income in canada italy and the uk indicating that energy conservation may hinder economic growth in the three countries furthermore the causality relationship appears to be unidirectional but reversed for france and japan implying that energy conservation in both countries may still be viable but without being detrimental to economic growth as to germany and the u s there is no causality between the variables which demonstrates the neutrality hypothesis and in such a case economic growth will not affect energy use we further see that the impact of capital stock is relatively higher compared with that of energy consumption transitory initial impacts of innovations in energy consumption on capital stock and real income are observed

coping with poor public capital abstract despite recent successes in stabilization and structural reforms in many developing countries the private investment response to date has been mixed even among the strongest reformers this disappointing result can be partly explained by the continued poor provision of public capital and services we test this hypothesis using unique firm level data on investment and provision of public infrastructure services the results suggest that poor complementary public capital significantly reduces private investment however firms can substitute for deficient public services by investing in complementary capital themselves but this comes at a cost less productive capital will be installed

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

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

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

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

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

efficient tests of long run causation in trivariate var processes with a rolling window study of the money income relationship this paper develops a simple sequential multiple horizon non causation test strategy for trivariate var models with one auxiliary variable we apply the test strategy to a rolling window study of money supply and real income with the price of oil the unemployment rate and the spread between the treasury bill and commercial paper rates as auxiliary processes ours is the first study to control simultaneously for common stochastic trends sensi tivity of causality tests to chosen sample period null hypothesis over rejection sequential test size bounds and the possibility of causal delays evidence sug gests highly significant direct or indirect causality from m1 to real income in particular through the unemployment rate and m2 once we control for cointe gration

energy consumption and real gdp in g 7 multi horizon causality testing in the presence of capital stock abstract this paper applies two recent time series methods to re examine the causal relationship among energy consumption real gdp and capital stock in g 7 countries these methods the dufour et al 2006 journal of econometrics 132 337 362 multiple horizon causality testing and the hill 2007 journal of applied econometrics 22 747 765 sequential causality testing allow to test for non causality in a multivariate framework and can further reveal the time profile of causal effects the presence of causation delays and the direct or indirect nature of the causal effects given the trending nature of the time series employed we further take into account the presence of structural breaks in the form of trend changes our empirical results show that multi horizon causality testing does uncover crucial information with respect to the dynamic interaction among energy consumption real gdp and capital stock while structural breaks do exist and appear to be critical for causality inference in regard to causality direction we find that real gdp dominates in anticipating energy consumption in g 7 countries

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

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

energy 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

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

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

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