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

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

causal relationship between trade openness economic growth and energy consumption a panel data analysis of asian countries abstract this paper explores the causal relationship between economic growth trade openness and energy consumption using data of 15 asian countries the study covers the period of 1980 2011 we have applied panel cointegration and causality approaches to examine the long run and causal relationship between variables empirical results confirm the presence of cointegration between variables the impact of economic growth and trade openness on energy consumption is found to be positive the panel granger causality analysis reveals the bidirectional causality between economic growth and energy consumption trade openness and energy consumption

re examining the buffer stock model of money this paper critically examines recent papers in the buffer stock or supply side disequilibrium models of money the paper first investigates the assumptions at the m icroeconomic level and concludes that even with these assumptions aggregate behavior does not necessarily follow buffer stock models in which excess cash balances are held involuntarily in a simple model with uncertain cash flows it is shown that in the aggregate short run involuntary cash holdings are negligible if the buffer stock story is applicable it is to a broader definition of money than used in most empirical work the second part of the paper examines empirical work and argues that the buffer stock idea cannot be implemented using single equation techniques and that when viewed appropriately current empirical result s refute the buffer stock idea as it is currently modeled copyright 1987 by royal economic society

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

the nexus between financial development and energy consumption in the eu a dynamic panel data analysis abstract the relationship between financial development and energy consumption has newly started to be discussed in energy economics literature this paper investigates this issue in the eu over the period 1990 2011 by using system gmm model no significant relationship is found in the eu27 the empirical results however provide strong evidence of the impact of the financial development on energy consumption in the old members greater financial development leads to an increase in energy consumption regardless of whether financial development stems from banking sector or stock market by contrast we find for the new members that the impact of financial development on energy consumption depends on how financial development is measured using bankindex the impact of financial development displays an inverted u shaped pattern while no significant relationship is detected once it is measured using stockindex

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 synchronization between europe united states and japan a spectral analysis assessment abstract this paper aims to advance a model able to explain the synchronization tendency in energy consumption under the impact of international technology transfers the key argument is related to the differences in energy consumption efficiency of local and foreign technologies one direct testable consequence of the model is that there might be a certain correlation between the energy consumption between countries and or economic areas where a free movement of capital goods and technologies takes place hence it is further tested in the framework of a multivariate spectrum analysis the case of energy consumption synchronization between europe and respectively united states and japan for a time span between 1981 and 2011 based on the data provided by u s energy information administration there are evidences of a leading behavior of energy consumption in united states and japan in respect to europe as well as of short run phase delays of 2 up to 5 months

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 gdp causality relationship in g 7 countries and emerging markets abstract the causality relationship between energy consumption and income is a well studied topic in energy economics this paper studies the time series properties of energy consumption and gdp and reexamines the causality relationship between the two series in the top 10 emerging markets excluding china due to lack of data and g 7 countries we discover bi directional causality in argentina causality running from gdp to energy consumption in italy and korea and from energy consumption to gdp in turkey france germany and japan hence energy conservation may harm economic growth in the last four countries

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

a robust analysis of the relationship between renewable energy consumption and its main drivers we provide a comprehensive and robust analysis of the drivers of renewable energy consumption for a panel of 64 countries using both the static pooled ols panel fixed and random effects and dynamic difference and system gmm panel data estimation approaches we show that the dynamic panel data model provides more efficient estimators than the static ones and that increases in per capita co2 emissions and per capita trade with foreign partners mainly drive the changes in per capita renewable energy consumption we also find limited evidence of oil price effects on renewable energy consumption which reflects the fact that renewable energy is just a complement and not a perfect substitute of crude oil at least in the short run

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

inflation targeting with nairu uncertainty and endogenous policy credibility abstract stochastic simulations are employed to compare performances of monetary policy rules in linear and nonlinear variants of a small macro model with nairu uncertainty under different assumptions about the way inflation expectations are formed cases in which policy credibility is ignored or treated as exogenous are distinguished from cases in which credibility and inflation expectations respond endogenously to the monetary authorities track record in delivering low inflation it is shown that endogenous policy credibility strengthens the case for forward looking inflation forecast based rules relative to backward looking taylor rules

does financial development increase energy consumption the role of industrialization and urbanization in tunisia this paper assesses the relationship among energy consumption financial development economic growth industrialization and urbanization in tunisia from 1971 to 2008 the autoregressive distributed lag bounds testing approach to cointegration and granger causality tests is employed for the analysis the result confirms the existence of long run relationship among energy consumption economic growth financial development industrialization and urbanization in tunisia long run bidirectional causalities are found between financial development and energy consumption financial development and industrialization and industrialization and energy consumption hence sound and developed financial system that can attract investors boost the stock market and improve the efficiency of economic activities should be encouraged in the country nevertheless promoting industrialization and urbanization can never be left out from the process of development we add light to policy makers with the role of financial development industrialization and urbanization in the process of economic development

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

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

mapping the evolution of energy growth nexus synergies and trade offs the study explores the intellectual structure development and evolution of energy crisis and economic growth research through bibliometric analysis of research articles on energy growth nexus from 2000 to 2017 by using citespace where gephi is used to analyse the authors collaboration the analysis incorporates 27 152 references cited by 344 authors in 1165 articles and from 330 journals the results of study quantitatively present the most cited articles authors countries institutions and intellectual structure with data visualization in the knowledge domain of energy growth nexus the study categorizes the major research areas in energy growth nexus research as carbon dioxide emission electricity consumption heterogeneous panel real income renewable energy and financial development the study discusses emerging trends which provide the future research fronts and intellectual development within the framework of energy growth nexus

inflation targeting as a monetary policy rule the purpose of the paper is to survey and discuss in ation targeting in the context of monetary policy rules the paper provides a general conceptual discussion of monetary policy rules attempts to clarify the essential characteristics of in ation targeting compares in ation targeting to other monetary policy rules and draws some conclusions for the monetary policy of the european system of central banks jel classi cation e42 e52

energy consumption and economic growth revisited in african countries abstract the aim of this paper is to provide new empirical evidence on the relationship between energy consumption and economic growth for 21 african countries over the period from 1970 to 2006 using recently developed panel cointegration and causality tests the countries are divided into two groups net energy importers and net energy exporters it is found that there exists a long run equilibrium relationship between energy consumption real gdp prices labor and capital for each group of countries as well as for the whole set of countries this result is robust to possible cross country dependence and still holds when allowing for multiple endogenous structural breaks which can differ among countries furthermore we find that decreasing energy consumption decreases growth and vice versa and that increasing energy consumption increases growth and vice versa and that this applies for both energy exporters and importers finally there is a marked difference in the cointegration relationship when country groups are considered

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

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

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

what is the value of the option to defer an investment in transmission expansion planning an estimation using real options abstract in deregulated markets transmission expansion planning tep is usually performed by a central network planner seeking to maximize social welfare in doing that the network planner commonly follows a traditional project valuation considering a discounted cash flow dcf methodology although incorporating uncertainty and reliability considerations accordingly once the optimal transmission expansion plan is determined the network planner frequently auctions the needed investments obligating the investor to execute the expansion in the fixed inflexible terms defined in the bidding process a key problem is that dcf does not take into account the responses of the planner when uncertainties are resolved because dcf evaluates the project with the information available today in tep managerial flexibility may be valuable because optimal decisions may change over time with the release of new information transmission investors may want to defer or expand according to such information the aim of this article is to estimate the value of adding some flexibility in tep through real options in particular by means of using a real option approach with binomial trees we study the benefits for a social network planner of having the option to defer some transmission investments our results suggest that incorporating flexibility in tep may increase social welfare

trade and consumption of energy varieties empirical analysis of selected west africa economies abstract this paper examined the relationship between consumption of energy varieties total electricity and road transport and trade export and import in selected west african countries data spanning 1971 to 2010 was used to estimate vector error correction models vecm for 6 countries based on data availability empirical analysis showed that there is insignificant linkage between consumption of energy varieties and export of benin however there is a one way positive linkage running from energy varieties to import of the country for cote d ivoire energy varieties have insignificant relationship with export and import however while inverse relationship runs from export to both electricity and road transport energy consumption positive direct association runs from import to total energy and transport energy consumption with respect to ghana positive causality runs from electricity and road transport energy consumption to export however there is a significant positive feedback effect between import and electricity as well as road transport energy consumption for nigeria there is a significant positive link running from both electricity and road transport energy consumption to export and import senegal s case suggests a bi directional inverse linkage between export and total energy consumption for togo both export and import are insignificantly linked with energy use these mixed findings generate different policy implications across the selected west african countries which are well articulated in the paper

financial development environmental quality trade and economic growth what causes what in mena countries this paper examines the relationship between financial development co2 emissions trade and economic growth using simultaneous equation panel data models for a panel of 12 mena countries over the period 1990 2011 our results indicate that there is evidence of bidirectional causality between co2 emissions and economic growth economic growth and trade openness are interrelated i e bidirectional causality feedback hypothesis is validated between trade openness and financial development neutrality hypothesis is identified between co2 emissions and financial development unidirectional causality running from financial development to economic growth and from trade openness to co2 emissions is identified our empirical results also verified the existence of environmental kuznets curve these empirical insights are of particular interest to policymakers as they help build sound economic policies to sustain economic development and to improve the environmental quality

made in mexico energy reform and manufacturing growth we assess the real effects of a recent opening of the energy sector in mexico to private investment we look at one particular channel which operates through the change in the structure of electricity generation in favor of cheaper sources of energy such as natural gas we look at the potential impact of this structural change on electricity prices and ultimately on manufacturing output using subsector and state level manufacturing output data we first document that electricity prices relative to oil and gas are more important to the manufacturing sector with a one standard deviation reduction in those prices leading to a 2 8 increase in manufacturing output this elasticity together with estimated decreases in electricity prices on the back of the reform could increase manufacturing output by up to 3 6 and overall real gdp by 0 6 larger effects are possible in the long run if increased efficiency in the electricity sector leads to further decreases in electricity prices there can also be larger effects stemming from output in the services sector which we find to also respond statistically significantly to electricity prices and from the endogenous response of unit labor costs which decrease with lower electricity prices

the causal relationship between energy resources and economic growth in brazil abstract this study investigates the causal relationship between clean and non clean energy consumption and economic growth in brazil over the period of 1980 2009 clean energy consumption at aggregated level of total renewable energy consumption and disaggregated levels of hydroelectric new renewables and nuclear energy consumption are tested within a production function framework a cointegration test reveals a long term equilibrium relationship between real output capital labor and renewable and non renewable energy consumption at aggregated level and a long term equilibrium relationship between real output capital labor and hydroelectric new renewables nuclear and fossil fuel energy consumption at disaggregated level the capital labor and new renewables elasticities of real output are positive and statistically significant other energy consumption item s elasticities are insignificant the results from error correction model reveal the interdependencies between new renewables nuclear fossil fuel and total non renewable energy consumption and economic growth the unidirectional causality from hydroelectric total renewable consumption to economic growth the substitutability between new renewables and fossil fuel consumption and the substitutability between new renewables and nuclear energy consumption additionally nuclear and new renewables energy consumption responds to bring the system back to equilibrium overall aggregated analysis may obscure the relationship between different types of clean energy consumption and economic growth

the u s phillips curve the case for asymmetry abstract recent statistical rejections of convexity in the phillips curve have been uninformative because researchers have employed measures of business cycle gaps that are inconsistent with the implications of convexity the paper shows that identifying convexity in the phillips curve will become even more difficult if policymakers are successful in avoiding large boom and bust cycles to the extent that convexity in the phillips curve is used as a rationale for stabilization policy our findings present an interesting conundrum because successful policymakers will further weaken the empirical evidence on which such policies are based

the importance of renewable energy consumption and fdi inflows in reducing environmental degradation bootstrap ardl bound test in selected 9 countries abstract this study examines the relationship between renewable energy consumption non renewable energy consumption foreign direct investment economic growth and carbon emissions for the nine countries i e denmark finland france india italy morocco norway portugal sweden identified in the climate change performance index ccpi 2018 report this study mainly aims to demonstrate the role of renewable energy consumption and foreign direct investment on co2 emissions in countries with high scores in the ccpi using the newly developed bootstrap autoregressive distributed lag ardl approach for this purpose the unit root properties of the variables are determined by sharp and smooth structural break unit root test sor shahbaz et al 2018 we then conduct a bootstrap ardl test developed by mcnown et al 2018 to investigate the existence of cointegration we also use granger causality based on the bootstrap ardl approach to identify causal relationships between variables empirical analysis results show only a few cointegration relationships between variables exist however we have identified significant long term relationships between foreign direct investment renewable energy consumption and economic growth in some countries and our study includes important policy implications particularly for relationship among co2 emissions and foreign direct investment inflows

trigger target rules and the dynamics of aggregate money holdings abstract aggregate money holdings under trigger target rules or most transactions models exhibit complex dynamics milbourne buckholtz and wasan 1983 review of economic studies 50 531 541 and greene 1997 mimeo university of missouri st louis mo show the static expectation of holdings will be a weighted average of lagged holdings and the long run mean with weights depending on the level of lrd this paper studies the behavior of these weights in transitions between tighter and looser money management functional approximations are developed which force weights to vary with levels and rates of change in lrd these functions are nearly free of lags linear models prove to be extremely poor approximations of aggregate dynamics

output gaps and monetary policy in the emu area abstract several considerations suggest that the ecb may respond to emu wide output gaps in setting policy estimated reaction functions indicate that central banks respond to output gaps a taylor rule in which the central bank responds to inflation and the gap accounts for recent movements in interest rates in the emu area and optimal control exercises conducted in estimated econometric models suggest that reacting to the gap may be optimal even if the central bank cares solely about inflation in this paper we obtain point estimates with associated confidence bands of the emu wide output gap using uc models

on energy consumption and gdp studies a meta analysis of the last two decades abstract the relationship between energy consumption and gdp growth has been intensely examined in multiple frameworks set by various methods and countries this paper is a meta analysis of 51 studies published in the last two decades with worldwide data since 1949 on the relationship between energy consumption and gdp growth the aim is to systemize some of the factors that cause the variation of results in these studies our results yield evidence that the long run elasticity of gdp growth with respect to energy consumption is not independent of the method employed for cointegration the data type and the inclusion of variables such as the price level or capital in the cointegration equation also 1 increase in capital increases the elasticity of gdp with respect to energy consumption by 0 85

the demand for money a dynamic rational expectations model macroeconomic modelling generally has widely adopted the use of forwardlooking variables in behavioural relationships studies of the demand for money being something of an exception the aim of this paper is to provide preliminary empirical results of a model which explicitly incorporates expectations of the future into the demand function for narrow money the approach adopted is the modelling of the demand for money within a multi period costs of adjustment framework under the assumption of rational expectations agents are assumed to pursue a target or long run level of money balances which is itself a function of prices income and interest rates this results in an empirical specification which consists of both backwardlooking and forward looking components the model is estimated using uk data for the period i963i i983iii the remainder of the paper is divided into four sections in section i we outline the framework in which our model is derived in the following section we discuss the econometric techniques used and in section iii we present our empirical results a final section concludes

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

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

the asymmetric role of shadow economy in the energy growth nexus in bolivia abstract this paper estimates the energy demand function to examine the asymmetric relationship between the shadow economy and energy consumption in the case of bolivia during the period of 1960 2015 the ambiguous empirical findings on shadow economy energy demand nexus has inclined us to apply the nonlinear ardl cointegration approach developed by shin et al 2014 and the hatemi j 2012 asymmetric causality test the empirical evidence confirms the presence of an asymmetric relationship between the variables of interest positive and negative shocks to official gdp true gdp and the shadow economy have positive impacts on energy consumption energy consumption is positively and negatively affected by positive and negative shocks in financial development respectively a positive negative shock to capital decreases energy consumption another important finding concerns the complex causal direction between economic growth and energy consumption this study provides new insights regarding to the use of official gdp true gdp and the shadow economy as economic tools to maintain energy demand for sustainable economic development

effects of financial development indicators on energy consumption and co2 emission of european east asian and oceania countries the financial crisis is considered a major economic issue and energy consumption and pollution are believed to be one of the most important environmental concerns in the new millennium the review on investigation of the nexus among energy consumption gdp growth financial development and co2 emission has shown no definitive conclusion apart from that the effects of financial development on energy consumption are not yet understood properly thus this article investigates the effects of financial indicator shocks i e credit market and stock market shocks on energy consumption and carbon dioxide co2 emissions and vice versa panel vector auto regression pvar models were employed to investigate the relationships in 13 european and 12 east asia and oceania countries from 1989 to 2011 findings emphasize the important role of co2 emission and energy consumption on explaining each other s deviation with only the degree of effect differing although energy consumption and co2 emission shocks on financial indicators such as private sector credit is not very pronounced in both groups of countries but the strength of energy consumption shock on stock return rate in european countries is greater than east asian and oceania countries conversely shocks to stock return rate influence energy consumption especially in long horizon in case of east asia and oceania countries

causal nexus between energy consumption and economic growth for high middle and low income countries using frequency domain analysis abstract this study aims to investigate the causal nexus between energy consumption and economic growth for 119 countries from all over the world having at least 30 years of available data on candidate variables including 30 high income oecd 13 high income non oecd 65 middle income and 11 low income countries the study employs granger causality in the frequency domain context for empirical analysis which allows one to examine the causal nexus over different frequencies and thus provides relatively a better picture of the causal nexus between the candidate variables in particular we examine the temporary short run as well as at permanent long run causal nexus between energy consumption and economic growth the empirical results suggest that 18 countries including 5 high income oecd 2 high income non oecd 10 middle income and 1 low income confirm the existence of feedback hypothesis 25 countries including 4 high income oecd 3 high income non oecd 14 middle income and 4 low income confirm growth hypothesis out of total 119 countries similarly 40 countries including 6 high income oecd 6 high income non oecd 27 middle income and 1 low income suggest conservation hypothesis while 36 countries comprising of 15 high income oecd 2 high income non oecd 14 middle income and 5 low income hold neutrality hypothesis between energy consumption and economic growth out of 119 countries the findings of the study suggest that an appropriate and effective public policy is required for all sample countries both in the short and long term while considering sustainable economic growth and development

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

does renewable and or non renewable energy consumption matter for total factor productivity tfp growth evidence from the brics abstract studies proved that output growth is mainly associated with the total factor productivity tfp growth and variables that affect the tfp have an important explanatory power on output in this regards the aim of this study is to examine the causal relationship between different types of energy consumption and tfp growth in the brics from 1992 to 2012 a panel bootstrap granger causality test by konya 2006 68 was employed to investigate the direction of possible connection between energy consumption and tfp growth results show that no remarkable causal link exists between renewable energy consumption and tfp growth in the brics however in the case of non renewables energy consumption creates a positive externality that contributes economic development in brazil and south africa by the growth of tfp as well as energy use itself in this respect policies that promote coal and non renewable electricity consumption in south africa and natural gas consumption in brazil may be beneficial for their economic development

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

a theoretical derivation of the functional form of short run money holdings this paper considers the short run adjustment of money holdings towards their desired levels a rationale for short run money holdings is given which allows for uncertainty in cash flows and it is shown how the adjustment to desired money balances will occur following a change in some of the economic variables the model generates a particular form for the short run demand for money function which is shown to be econometrically superior to the standard ad hoc formulation the chief theoretical novelty is the derivation of the appropriate transient probability density of money holdings

microfoundations and the demand for money the reader should note that i write this piece in a style that aims to be accessible to that much neglected representative agent the woman on the eurostar train hence unlike the man on the clapham omnibus i assume my intrepid traveller has reasonable knowledge of monetary economics and econometrics but not of the details of the demand for money space constraints force me to indulge in a certain amount of poetic licence but i hope this results in poetic justice there have been many wars fought on this particular battlefield some with almost religious zeal on the theoretical side of the debate we sometimes have the equivalent of religious fundamentalists be they muslims jews christians etc who would dismiss almost any evidence unless it were associated with a strong microtheoretic basis as laid down in the koran talmud or bible the empirical side encompasses agnostics atheists as well as born again econometricians pure theorists inhabit the sunlit uplands while applied economists and policymakers flounder in the muddy plain below occasionally gaining solace from their copy of zen and the art of motorcycle maintenance in general in economics we do not have the luxury of controlled experiments as is the case in the natural sciences what distinguishes good microfoundations from bad and how to weight priors and statistical evidence is subject to much dispute leamer i983 hendry et al i990 as in religion sometimes there is the occasional miracle proclaimed after a suitable interval a new saint may be declared and disciples flock to the new shrine later doubts may arise as to whether a miracle really did occur human behaviour is difficult to explain let alone predict so the search for the equivalent of the holy grail ark of the covenant etc is bound to be arduous in scholarly journals we generally read of the success of the demand for money like diplomats who are sent abroad to lie for the good of their country publication may require applied economists to be somewhat economical with the actualite lovell i983 leamer i983 in this article i want to be as honest as possible about our success and failures in this area the prior information an armchair economist would consider when thinking about the demand for money over the past 40 years in western industrialised countries which have experienced moderate inflation might

electricity consumption and economic growth in nigeria a revisit of the energy growth debate abstract this paper examines the dynamic causal linkages between electricity consumption and economic growth in nigeria within a trivariate vecm for the period 1971 2011 the paper obviates the variable omission bias and the use of cross sectional techniques that characterise most existing studies the results show that there is a distinct causal flow from electricity consumption to economic growth both in the short run and in the long run this finding supports the electricity led growth hypothesis that has been conjectured in the literature the paper urges policy makers in nigeria to implement policies which enhance the generation and consumption of electricity in order to engineer economic growth appropriate monetary policies must also be put in place in order to moderate inflation thus enhancing growth

inflation targeting a new framework for monetary policy he world s central bankers and their staffs meet regularly in venues from basle to washington to share ideas and discuss common problems perhaps these frequent meetings help explain why changes in the tactics and strategy of monetary policymaking such as the adoption of money growth targets in the 1970s the intensification of efforts to reduce inflation in the 1980s and the recent push for increased institutional independence for central banks tend to occur in many countries more or less simultaneously whatever their source major changes in the theory and practice of central banking are of great importance for both individual countries and the international economy in this article we discuss a new strategy for monetary policy known as inflation targeting which has sparked much interest and debate among central bankers and monetary economists in recent years this approach is characterized as the name suggests by the announcement of official target ranges for the inflation rate at one or more horizons and by explicit acknowledgment that low and stable inflation is the overriding goal of monetary policy other important features of inflation targeting include increased communication with the public about the plans and objectives of the monetary policymakers and in many cases increased accountability of the central bank

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

energy consumption and economic growth in the light of meeting the targets of energy policy in the eu the bootstrap panel granger causality approach abstract the aim of the paper is to assess linkages between energy consumption and economic growth in the light of compliance with the eu energy policy targets stated in the climate and energy package for 2020 in the european union member states in the period 1993 2011 the study is divided into two main stages during the first one using cluster analysis methods four groups of countries which met three energy policy targets stated in the package at similar levels were identified during the second stage the bootstrap granger panel causality approach proposed by konya 2006 was used to verify the hypothesis of causality between energy consumption and economic growth in the countries from four groups created in the previous step the global financial crisis was also taken into account the results obtained reveal that the level of compliance with energy policy targets influences linkages between energy consumption and economic growth the results indicate causal relations in the group of countries with the greatest reduction of greenhouse gas emissions the highest reduction of energy intensity and the highest share of renewable energy consumption in total energy consumption in the remaining groups the results mostly confirm the neutrality hypothesis

rational expectations econometric analysis of changes in regime an investigation of the term structure of interest rates abstract this paper is of interest both for its methodological contribution of new tools for analyzing rational expectations models and for its substantive conclusions concerning the term structure of interest rates during the monetary experiment of october 1979 the paper studies systems subject to changes in regime interpreted here as occasional discrete shifts in the parameters governing the time series behavior of exogenous economic variables the specification is shown to be quite tractable both theoretically and empirically the technique is used to analyze yields on three month treasury bills and ten year treasury bonds during 1962 to 1987 a constant parameter linear model for short term rates is shown to be inconsistent both with the univariate time series properties of short rates and with the observed bivariate relation between long and short rates under the expectations hypothesis of the term structure an alternative nonlinear model that admits the possibility of changes in regime affords a much better description of the univariate process for short rates moreover the cross equation restrictions implied by the expectations hypothesis of the term structure are consistent with the nonlinear specification indeed the residuals of the restricted relation have a standard error of only 0 8 basis points this is a third less than that of a completely unrestricted linear regression of long rates on short rates and compares with an unconditional standard deviation of long rates of 142 basis points i conclude that once the recognition by bond traders of changes in regime is taken into account the expectations hypothesis of the term structure of interest rates holds up fairly well for these data

media freedom and gender equality a cross national instrumental variable quantile analysis we investigate the impact of media freedom on gender equality in education for a sample of 63 countries taken over the period 1995 2004 our analysis is motivated by the idea that the impact of media freedom on gender equality may differ over the conditional distribution of the response variable using instrumental variable quantile regression to control for endogeneity in per capita income we find that greater freedom of the media improves gender equality only in the 0 25 and 0 50 quantiles of the conditional distribution countries with the greatest disparities in gender outcomes experience no significant impact of media freedom

causality between trade openness and energy consumption what causes what in high middle and low income countries abstract this paper explores the relationship between trade openness and energy consumption using data of 91 high middle and low income countries the study covers the period of 1980 2010 we have applied panel cointegration to examine long run relationship between the variables the direction of causal relationship between trade openness is investigated by applying homogenous non causality homogenous causality and heterogeneous causality tests our variables are integrated at i 1 confirmed by time series and panel unit root tests and cointegration is found between trade openness and energy consumption the relationship between trade openness and energy consumption is inverted u shaped in high income countries but u shaped in middle and low income countries the homogenous and non homogenous causality analysis reveals the bidirectional causality between trade openness and energy consumption this paper opens up new insights for policy makers to design a comprehensive economic trade and policies for sustainable economic growth in long run following heterogeneous causality findings

homogeneity and the transactions demand for money the paper presents the properties of money demand implied by the frenkel jovanovic 1980 inventory model without approximation the money demand function is implicitly defined by the first order condition of the model from the implicit function we show that the elasticities of money demand satisfy a set of homogeneity conditions we also show that increasing transactions cost increases the cash flow elasticity the interest elasticity in absolute value and the uncertainty elasticity but decreases the transactions cost elasticity if the ratio of cash flow uncertainty to the transactions variable is small then the interest elasticity is greater than 1 2 in contrast it lies between 71 and 1 2 when the approximation method is applied

energy consumption and growth in south america evidence from a panel error correction model abstract this study examines the relationship between energy consumption and economic growth for a panel of nine south american countries over the period 1980 2005 within a multivariate framework given the relatively short span of the time series data a panel cointegration and error correction model is employed to infer the causal relationship pedroni s heterogeneous panel cointegration test reveals a long run equilibrium relationship 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 both short run and long run causality from energy consumption to economic growth which supports the growth hypothesis

literature survey on the relationships between energy environment and economic growth abstract the aim of this study is to exhibit an exhaustive survey which is related to the great flight of the literature of energy environment growth nexus at the individual and regional scale studies covering the period from 1978 to 2014 the survey takes into consideration the sample country region etc periods covering econometric strategies and conclusions our survey is based on the causality direction among i the energy use variables electricity nuclear renewable and non renewable and output growth ii between economic growth and environment and between the three variables at the same time globally these surveys provide paradoxical and not conclusive results which energy consumption can boost economic growth through the productivity enhancement and it can boost also the environmental damages through the enhancement of pollutant emissions our survey sheds more the lights on the energy environment growth literature by giving an extensive listing 1978 2014 of these causal linkages among the energy use variables environment and economic growth for both individual and collective cases there is a unanimous consensus about the importance of dealing with such dynamic relationship which is seems to be a cornerstone element in setting any ambition strategies energy ecological and economics

disequilibrium buffer stock models a survey abstract this paper surveys the growing literature on buffer stock models of the monetary transmission process the first part indicates the basic issue of how assumed exogenous changes in the money supply work their way through the economic system via disequilibrium in the money market after a brief historical development buffer stock models are divided into four types depending upon whether the disequilibrium arises in stocks and or flows and to whether changes in the money stock are purely exogenous the empirical implications including how buffer stock models explain the recent behaviour of money demand functions are given theoretical and empirical criticisms of the models are presented in terms of the classification system the survey concludes that whilst the buffer stock notion is an interesting idea the current models do not lend themselves to empirical testing and those models which do have performed poorly

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

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

smooth adjustment econometrics and inventory theoretic money management abstract a growing number of empirical papers use miller orr s s money management as economic motivation for application of non linear smooth adjustment models this paper shows such models are not implied by the miller orr economy instead the miller orr economy implies non standard smooth adjustment as derived in the neglected and misinterpreted work of milbourne et al 1983 remarkably this function includes a varying weight on the lagged dependent variable capturing static not dynamic effects interpretations of these apparent dynamics are presented some of which may be useful in non monetary s s contexts results imply a new agenda for applied smooth adjustment modeling of money

monetary rules for small open emerging economies abstract this paper develops a variant of the imf s global economic model suitable to analyze macroeconomic dynamics in open economies and uses it to assess the effectiveness of taylor rules and inflation forecast based ifb rules in stabilizing variability in output and inflation our findings suggest that a simple ifb rule that does not rely upon any direct estimates of the equilibrium real interest rate and places a relatively high weight on the inflation forecast may perform better in small open economies than conventional taylor rules

socio economic determinants of energy consumption an empirical survey for greece abstract the present study identifies and evaluates the macroeconomic factors that determine energy consumption in greece this study is based on annual time series data covering the period ranging from 1975 2013 the augmented dickey fuller adf test and kpss test are employed in order to test stationarity of the data confirming that all the variables are i 1 within the next step of the methodology we employed a vecm model in order to detect causality among the variables through the granger causality test similarly the impulse response analysis provides that urbanization infrastructure trade income population growth and foreign direct investment are the main determinants of energy consumption in greece during the period surveyed the findings suggest that in order to fulfill the energy demand in the country the decision makers need to formulate energy policy in favor of enlarging the supply of energy and especially renewable energy to foster the process of economic growth and development especially in the times of crisis the particular determinants are a necessity to initiate economic growth

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

high real interest rates in the aftermath of disinflation is it a lack of credibility abstract high real interest rates have been observed in many countries for several months after the adoption of disinflation programs while they may reflect primarily a liquidity crunch high ex post real interest rates can also be explained in terms of an ex post error in inflation expectations that reflects a lack of credibility of the low inflation policy the latter hypothesis is tested using data for argentina israel and mexico during the implementation of the stabilization programs in the mid 1980s

uncertain potential output implications for monetary policy abstract a small forward looking model of the euro area economy is used to investigate the implications of incomplete information about potential output for the conduct of monetary policy three results emerge first under optimal monetary policy output gap uncertainty leads to persistent deviations between the actual and the perceived output gap in response to supply and cost push shocks second in first difference form a simple policy rule such as the taylor rule continues to perform relatively well as long as the output gap is optimally estimated third incomplete information implies that it is optimal to appoint a more hawkish central bank

energy human capital and economic growth in asia pacific countries evidence from a panel cointegration and causality analysis this paper examines the cointegration and causal relationship between energy consumption and economic development in 16 asia pacific countries over the period 1970 2011 using the augmented production function which considers not only physical capital and labor but also human capital this is likely among the first of the energy growth nexus literature to include human capital in the multivariate framework using recently developed panel unit root test and cointegration test that allow for cross sectional dependence this paper finds a long run cointegrating relationship between these variables continuously updated fully modified cup fm estimates are subsequently compared with panel heterogeneous fully modified ordinary least squares fmols results to confirm the importance of accounting for interdependence across countries the bootstrap panel granger causality test results find economic growth granger cause energy use in the region but the relationship varies for individual countries

the impact of renewable energy consumption to economic growth a replication and extension of abstract this study replicates and extends the results presented in a top cited article in this journal inglesi lotz 2016 which analyzes the impact of renewable energy consumption to economic growth for the oecd countries by applying the ordinary least squares with fixed effect estimator on the data from 1990 to 2010 by using the same data and methods this study first produces and compare empirical results with those reported in the original article then it applies a set of new econometric methods on the same data to address heterogeneity in renewable energy and economic growth across the analyzed group of countries the panel quantile regression estimation shows that the effect of renewable energy consumption on economic growth is positive for lower and low middle quantiles however its effect becomes negative for middle high middle and higher quantiles when renewable energy consumption is proxied by the absolute value furthermore a negative impact of renewable energy on economic growth is observed in almost all quantiles when it is proxied by the share of renewable energy consumption to total energy consumption these results greatly differ from those of the original study

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

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