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

energy consumption and economic growth nexus in tanzania an ardl bounds testing approach abstract in this paper we examine the intertemporal causal relationship between energy consumption and economic growth in tanzania during the period of 1971 2006 unlike the majority of the previous studies we employ the newly developed autoregressive distributed lag ardl bounds testing approach by pesaran et al 2001 bounds testing approaches to the analysis of level relationships journal of applied econometrics 16 289 326 to examine this linkage we also use two proxies of energy consumption namely total energy consumption per capita and electricity consumption per capita the results of the bounds test show that there is a stable long run relationship between each of the proxies of energy consumption and economic growth the results of the causality test on the other hand show that there is a unidirectional causal flow from total energy consumption to economic growth and a prima facie causal flow from electricity consumption to economic growth overall the study finds that energy consumption spurs economic growth in tanzania

co2 emissions energy consumption economic growth and financial development in gcc countries dynamic simultaneous equation models abstract this study investigates the dynamic causal relationships among carbon emissions financial development economic growth and energy consumption for gulf cooperation council gcc countries from 1980 through 2011 annual time series data and an autoregressive distributed lag ardl model are used the main contribution of this paper is that it has investigated the causes of carbon emissions by taking into account the role of financial development and economic growth in gcc countries the results suggest long run and causal relationships among carbon emissions financial development gross domestic product gdp and energy use in all gcc countries except united arab emirates uae moreover there is long run unidirectional causality running from carbon emissions to energy use in the case of saudi arabia uae and qatar furthermore a one way causal relationship from financial development to carbon emissions in the context of uae oman and kuwait is found the evidence suggests that financial systems should take into account environmental aspects in their current operations in these countries the results of this study may be of great importance for policy and decision makers in developing energy policies for gcc countries that contribute to curbing carbon emissions while preserving economic growth

energy consumption and economic development in sub sahara africa sub saharan african countries economic development is dependent on energy consumption this paper assesses total energy demand which is composed of traditional energy wood fuel and commercial energy electricity and petroleum in the central east south and west regions of sub saharan africa cross sectional time series data for 20 countries in 25 years are analyzed and the results of the study show that wood fuel accounts for 70 of energy consumption followed by petroleum with most industrial activities utilizing some form of wood fuel regression results suggest that energy demand is inversely related to the price of petroleum and industrial development but positively related to gdp population growth rate and agricultural expansion and that price elasticity is less than one the model results also show that there are regional differences in energy demand in addition the interaction of population growth rates by regions generates mixed results and there are regional differences in the use of commercial energy consumption and gdp growth the findings of this study suggest that countries must diversify their energy sources and introduce energy efficient devices and equipment at all levels of the economy to improve gdp growth rate and gdp per capita

what drives energy consumption in developing countries the experience of selected african countries abstract this study investigates the drivers of energy consumption in sub saharan african countries it applies the bounds testing approach to cointegration to time series data at individual country levels over the period from 1970 to 2011 the study finds that energy consumption is cointegrated with real gdp per capita industrial output imports foreign direct investment credit to private sector urbanization and population furthermore the sign and magnitude of long run estimates vary significantly for a single country and across countries depending on the energy consumption variable used overall the findings confirm the leading role of economic growth industrial output population and urbanization economic growth industrial output and population have positive effects on energy consumption in the majority of countries given the urgent need to address climate change african countries should adopt policies to improve energy efficiency and accelerate transition toward renewable energy the african renewable energy initiative launched at the 21st session of the united nations conference of the parties cop21 is an opportunity for african countries to provide and maintain widespread access to reliable and affordable environmentally cleaner energy to meet the requirements of rapid economic growth and improved living standards

is renewable energy a model for powering eastern african countries transition to industrialization and urbanization abstract this study profiles a conversation on the appropriateness of renewable energy as a model for powering development in east african countries estimated output elasticities of nonrenewable energy 0 29 0 48 are by far larger than those of renewable energy 0 12 0 08 and as such highlights the relative importance of the former also the biased component of technical change shows higher technological progress for nonrenewable energy furthermore substitution elasticities are positive 0 77 0 92 suggesting huge potential for a transition towards renewable energy however inherent limitations in renewables documented in wesseh and lin 52 53 undermine the usefulness of east african countries reliance on renewable energy

the relationship between gdp and electricity consumption in 10 asian countries the purpose of this study is to estimate the relationships between gdp and electricity consumption in 10 newly industrializing and developing asian countries using both single data sets and panel data procedures the empirical results from single data set indicate that the causality directions in the 10 asian countries are mixed while there is a uni directional short run causality running from economic growth to electricity consumption and a bi directional long run causality between electricity consumption and economic growth if the panel data procedure is implemented these empirical findings imply that electricity conservation policies through both rationalizing the electricity supply efficiency improvement to avoid the wastage of electricity and managing demand side to reduce the electricity consumption without affecting the end user benefits could be initiated without adverse effect on economic growth the findings on the long run relationship indicate that a sufficiently large supply of electricity can ensure that a higher level of economic growth

the energy efficiency paradox revisited through a partial observability approach the present paper examines the energy efficiency paradox demonstrated in greek manufacturing firms through a partial observability approach the data set used has resulted from a survey carried out among 161 energy saving technology firm adopters maximum likelihood estimates that arise from an incidental truncation model reveal that the adoption of the energy saving technologies is indeed strongly correlated to the returns of assets that are required in order to undertake the corresponding investments the source of the energy efficiency paradox lies within a wide range of factors policy schemes that aim to increase the adoption rate of energy saving technologies within the field of manufacturing are significantly affected by differences in the size of firms finally mixed policies seem to be more effective than policies that are only capital subsidy or regulation oriented

energy consumption fuel substitution technical change and economic growth implications for co2 mitigation in egypt abstract energy consumption propels economic growth but the level of co2 emissions associated with a fossil dominated energy structure raises concerns for the fight against climate change to draw consensus this study develops a translog causality based model in order to study causation between electricity natural gas petroleum and economic growth in egypt in addition the models results are used to estimate the substitution possibilities between various energy pairs and to subsequently test the co2 mitigation benefits arising from fuel substitution results support a bidirectional relationship between all energy types and economic growth in egypt and suggest also that these energy types are substitutes although technical progress is estimated to be a bit slow varying between 4 5 and 7 5 there appears to be substantial co2 emissions mitigation benefits from fuel substitution amounting to reductions in the range of 1 5 and 2 2 million metric tons under a 5 investment scenario and 2 5 and 4 5 million metric tons under a 10 investment scenario these results have broader implications for energy conservation policies and industrial merger policies in developing countries moreover by studying technical change insights are provided on future co2 mitigation potential driven by energy efficiency

energy consumption political regime and economic growth in sub saharan africa abstract in this paper we examine the relationship between energy consumption and economic growth and how democracy moderates this relationship using panel data of 16 sub saharan african ssa countries for the period 1971 2013 employing a panel vector autoregressive model pvar in a generalized method of moments gmm framework the findings support the feedback hypothesis for energy consumption and growth second the interaction variable energy consumption and democracy is positively and significantly related to economic growth supporting the view that democracy moderates the energy consumption and growth nexus further the results provide strong evidence of a uni directional relationship from trade openness to energy consumption additionally impulse responses and variance decompositions also confirm positive feedback relationships between energy consumption and economic growth energy prices and economic growth

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

energy consumption and economic growth 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

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

electricity consumption and economic growth in burkina faso a cointegration analysis abstract this study empirically establishes the direction of causality between electricity consumption and economic growth in burkina faso for the period 1968 2003 the bounds test yields evidence of cointegration between electricity consumption gdp and capital formation when electricity consumption and gdp are used as dependent variable causality results indicate that there is no significant causal relationship between electricity consumption and investment estimates however detect in the long run a bidirectional causal relationship between electricity use and real gdp there is also evidence of a positive feedback causal relationship between gdp and capital formation burkina faso is therefore an energy dependent country it is also a country in which electricity consumption is growing with the level of income all of this shows that electricity is a significant factor in socio economic development in burkina faso as such energy policy must be implemented to ensure that electricity generates fewer potential negative impacts

energy and economic growth in the usa a multivariate approach abstract this paper examines the causal relationship between gdp and energy use for the period 1947 90 in the usa the relationship between energy use and economic growth has been examined by both biophysical and neoclassical economists in particular several studies have tested for the presence of a causal relationship in the granger sense between energy use and economic growth however these tests do not allow a direct test of the relative explanatory powers of the neoclassical and biophysical models a multivariate adaptation of the test vector autoregression var does allow such a test a var of gdp energy use capital stock and employment is estimated and granger tests for causal relationships between the variables are carried out although there is no evidence that gross energy use granger causes gdp a measure of final energy use adjusted for changing fuel composition does granger cause gdp

energy 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

why do firms do basic research with their own money abstractthe question to be addressed is why do private firms perform basic research with their own money interest in this question derives from both analytical and utilitarian considerations there is empirical evidence in the united states which provides the main context for this paper supporting the view that basic research makes a significant contribution to the productivity growth of the economy 4 7 it is widely held that social returns from basic research are significant and higher than private returns and it is for this reason that most such activities continue to be financed by the taxpayer this also implies that measures aimed at increasing basic research by the private sector will be welfare improving in the united states the federal government in the years since the second world war has provided the vast majority of all funds devoted to basic research although the federal share has been declining in recent years and although that share is at its lowest level in about 20 years it still constitutes about two thirds of the total 10 this abstract was borrowed from another version of this item

is energy intensity important for the productivity growth of eet adopters abstract energy efficient technologies eet have attracted strong interest because of their role in reducing environmental damage their adoption however remains rather low while their impact on productivity is substantial and differentiating with respect to technological characteristics energy intensity being such an obvious characteristic could be employed to classify eet adopters thus giving rise to two heterogeneous technologies i e those corresponding to firms of low and high energy consumption hence this paper examines the impact of energy intensity on the productivity growth of firms adopting eet in varying time intervals through a metafrontier based framework while also decomposing that impact in terms of technical efficiency and scale efficiency changes the analysis is complemented by examining the role of firm specific characteristics on the productivity growth through linear regression

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

cointegration and causality between electricity consumption and gdp empirical evidence from malawi abstract the granger causality gc and error correction ecm techniques were applied on 1970 1999 data for malawi to examine cointegration and causality between electricity consumption kwh and respectively overall gdp agricultural gdp agdp and non agricultural gdp ngdp cointegration was established between kwh and respectively gdp and ngdp but not with agdp the gc results detect bi directional causality between kwh and gdp suggesting that kwh and gdp are jointly determined but one way causality running from ngdp to kwh the ecm results detect causality running one way from gdp also from ngdp to kwh suggesting that a permanent rise in gdp may cause a permanent growth in electricity consumption

input substitution economies of scale and productivity growth in the us upholstered furniture industry cost factor demand and productivity growth are considered in the upholstered furniture industry over 1958 87 factors are divided into labour capital and materials it is found that all inputs are substitutes in production although substitution elasticities are small factor demand is price inelastic for all inputs the industry operates around minimum average cost productivity growth is small but significant the results indicate that labour will continue to be important in the industry however regional comparative advantage is not related to labour alone the results suggest that policies to attract or retain the industry must consider the low degree of factor substitution

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

oil prices nuclear energy consumption and economic growth new evidence using a heterogeneous panel analysis abstract this paper applies panel data analysis to examine the short run dynamics and long run equilibrium relationships among nuclear energy consumption oil prices oil consumption and economic growth for developed countries covering the period 1971 2006 the panel cointegration results show that in the long run oil prices have a positive impact on nuclear energy consumption suggesting the existence of the substitution relationship between nuclear energy and oil the long run elasticity of nuclear energy with respect to real income is approximately 0 89 and real income has a greater impact on nuclear energy than do oil prices in the long run furthermore the panel causality results find evidence of unidirectional causality running from oil prices and economic growth to nuclear energy consumption in the long run while there is no causality between nuclear energy consumption and economic growth in the short run

estimating the linkage between energy efficiency and productivity abstract many analyses have referred to industrial productivity benefits associated with energy efficiency that are at least as great or larger than the energy benefits if plants with higher energy intensity also tend to have lower productivity then energy policy needs to consider this this study examines this issue for two segments of the glass industry using plant level data from the census bureau productivity is defined by the difference in best practice production efficiency as measured by data envelopment analysis dea this study uses regression analysis to estimate how differences in plant level electricity and fossil fuel intensity i e energy use per unit of production are attributable to differences in plant level productivity and other economic variables like energy prices and cumulative production in every case productivity differences between plants are statistically significant in explaining differences in plant energy intensity the coefficient that links productivity to energy efficiency yields a less than proportional impact for only one industry and fuel type for others the relationship is implies that a 1 increase in productivity increase energy efficiency by more than 1 this effect is statistically significant for flat glass but not container glass the estimates of the price and learning by doing coefficients seem reasonable but without imposing the assumption that all plants in the industry are equally productive this lends further credence to a significant relationship between productivity and energy efficiency

exploring the relationship between agricultural electricity consumption and output new evidence from turkish regional data abstract this study investigates the relationship between agricultural electricity consumption and agricultural output for a panel of 12 regions of turkey for the period 1995 2013 in order to reveal the possible heterogeneity between regions empirical analyses are conducted for the whole panel data and two sub groups within the panel data namely coastal regions and non coastal regions the results from several panel unit root tests indicate that electricity consumption and output are stationary process at their levels for overall panel and the two specific groups by using the ols with regional fixed effects this study finds that coefficient estimate of electricity consumption on output is statistically significant and positive for overall regions coastal regions and non coastal regions in addition the results from the dumitrescu hurlin granger causality test show that there is unidirectional causality running from agricultural output to electricity consumption for non coastal regions and there is bidirectional causality between agricultural electricity consumption and output for overall panel and coastal regions findings and policy implications are further discussed

firm organization industrial structure and technological innovation abstract the formal and informal structures of firms and their external linkages have an important bearing on the rate and direction of innovation this paper explores the properties of different types of firms with respect to the generation of new technology various archetypes are recognized and an effort is made to match organization structure to the type of innovation the framework is relevant to technology and competition policy as it broadens the framework economists use to identify environments that assist innovation

analysis on the nexus of economic growth fossil fuel energy consumption co2 emissions and oil price in africa based on a pmg panel ardl approach abstract in this study the causal link amid economic growth fossil fuel energy consumption carbon emissions and oil price was empirically tested from 1990 to 2015 by using a panel of 22 african countries the sample of african countries was divided into two subgroups namely oil exporters and non oil exporters using the pmg panel ardl and panel econometric methods heterogeneity and cross sectional dependence were considered to examine the long and short term dynamic relationships as well as validity of a proposed model findings from the pesaran yamagata homogeneity test pesaran cd test cips and cadf panel unit root tests and westerlund edgerton bootstrap panel cointegration indicated the panel time series data has heterogeneity and cross sectional dependence analysed variables are stationary and cointegrated respectively with respect to the pmg panel ardl estimation method it was evidenced that there exist i a bilateral causal link flanked by fossil fuel energy consumption and economic growth as well as fossil fuel energy consumption and carbon emissions in long and shot terms for all panels ii a unilateral causality from carbon emissions to economic growth in long term and short term for non oil exporters nonetheless a bilateral causal relationship only in long term for oil exporting countries and iii a unilateral cause and effect link from oil prices to economic growth energy consumption fossil fuel and carbon emission across all country groups in long and short terms policy recommendations are further discussed

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

a 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

energy consumption prices and economic growth in three ssa countries a comparative study in this paper we examine the causal relationship between energy consumption and economic growth in three sub saharan african countries namely south africa kenya and congo drc we incorporate prices as an intermittent variable in a bivariate setting between energy consumption and economic growth thereby creating a simple trivariate framework using the ardl bounds testing procedure we find that the causality between energy consumption and economic growth varies significantly across the countries under study the results show that for south africa and kenya there is a unidirectional causal flow from energy consumption to economic growth however for congo drc it is economic growth that drives energy consumption these findings have important policy implications insofar as energy conservation policies are concerned in the case of congo drc for example the implementation of energy conservation policies may not significantly affect economic growth because the country s economy is not entirely energy dependent however for south africa and kenya there is a need for more energy supply augmentations in order to cope with the long run energy demand in the short run however the two countries should explore more efficient and cost effective sources of energy in order to address the energy dependency problem

the efficiency paradox bureaucratic and organizational barriers to profitable energy saving investments abstract the paradox of why profitable energy saving investments are not undertaken continues to provoke debate the underlying phenomenon might be called the efficiency paradox because it represents a case in which business firms which are often presumed or taken axiomatically to be economically efficient make decisions that do not maximize profits new data from one of the us environmental protection agency s voluntary pollution prevention programs enables this paradox to be explored statistically the data show that both the level and variation in returns to lighting upgrade investments cannot be explained by standard economic models substantial gains in energy efficiency can be achieved without sacrificing profitability both economic and organizational factors account for some of the variation in observed returns to these investments but the results suggest a need for improved and more comprehensive theories of the investment behavior of firms and other organizations

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

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

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

can the electricity market be characterised by asymmetric behaviour in this paper we test for asymmetric behaviour of industrial and residential electricity demand for the g7 countries using the entropy based test for symmetry suggested by racine j and maasoumi e 2007 a versatile and robust metric entropy test of time reversibility and other hypotheses journal of econometrics 138 2 547 567 racine j and maasoumi e 2008 a robust entropy based test of asymmetry for discrete and continuous processes econometric reviews 28 246 261 the triples test of randles r flinger m policello g and wolfe d 1980 an asymptotically distribution free test for symmetry versus asymmetry journal of the american statistical association 75 168 172 and the bai j and ng s 2001 a consistent test for conditional symmetry in time series models journal of econometrics 103 225 258 test for conditional symmetry using data that spans over three decades we find overwhelming evidence of conditional symmetry of residential and industrial electricity consumption this finding implies that the use of econometric tests based on linear data generating processes is credible

financing renewable energy in africa key challenge of the sustainable development goals abstract given the challenge of offering a development perspective to a rapidly growing population it might be tempting for africa to pursue a strategy of fueling growth with the cheapest source of energy available and take care of the environment later such an approach however would disregard the social cost of fossil fuels which the population would have to bear using the sustainable development goals as a benchmark for inclusive and sustainable growth we identify the synergy effects provided by renewable energy already substantial efforts of financing the additional cost of re are under way an analysis of possible leverage points available instruments and involved actors shows that there remains a large additional potential

can african countries efficiently build their economies on renewable energy abstract the translog production model is estimated to provide insights on the effectiveness of renewable energy for africa the analysis shows that capital labor renewable energy and nonrenewable energy drive output in african countries with renewable energy being a higher driver of growth than the conventional fossil fuels over the sample period this finding is reflective of the fact that renewable sources like wind hydro and solar account for a greater share of power generation in most african countries output elasticities computed for both energy types reaffirm the results and suggest that eastern and central african countries are more renewable energy dependent than the other three regions in addition technological progress is driven mainly by the efficiency with which various factors and energy inputs are used while africa has great potential of facing out conventional fossil energy the discussion provided in this study suggests that such transition is limited in practice due to issues of scale economics and sitting problems

the impact of energy consumption and co2 emission on the economic and financial development in 19 selected countries abstract this study investigated the impact of energy consumption on the economic and financial development in 19 countries these countries were selected due to the fact that the financial development indicators contribute an important share to their total gdp the panel model was employed taking the period of 1980 to 2008 the results show that energy consumption enables these countries to achieve high economic and financial development however the high development that these countries have achieved in the late three decades increased the co 2 emission it is important that these countries should reduce the level of pollution through utilizing energy protection policies such as rationing energy consumption and controlling carbon dioxide emissions or increasing the share of clean energy of their total energy consumption

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

renewable energy electricity development in ghana observations concerns substitution possibilities and implications for the economy abstract can ghana build its economy on renewable energy is it possible to substitute nonrenewable for renewable energy what is the impact of renewable energy on the economy of ghana these questions are relevant and worth considering as far as the renewable energy development agenda in ghana is concern using the translog production function approach this study primarily investigates whether ghana can move away from nonrenewable electricity generation to renewable power generation in particular we provide estimates for the relationship between the two energy types and output the estimates are then used to calculate the output and substitution elasticities between renewable and nonrenewable energy our findings show that while the impact of nonrenewable energy on ghana s economy is negative that of renewable energy is insignificant with output elasticities for both energy types averaging 0 139 and 1 875 respectively even though substitution elasticity suggests the possibility of moving towards a renewable power generation system this study also highlights the limitations associated with such transition citing inherent problems such as scale cost and location based on the analysis done in the context of the findings this study recommends a policy that supports an optimal energy matrix with both renewable and nonrenewable sources

asymmetric information option to wait to invest and the optimal level of investment abstract this paper analyzes equilibrium rationing on credit markets in the case of gains from waiting to acquire information about the future profitability of investment we compare the competitive outcome with the socially optimal level of investment we show that the opportunity to postpone investment changes the nature of the inefficiencies of the competitive outcome fundamentally without the option to wait high risk firms tend to invest and the outcome is characterized by a situation of underinvestment if firms can wait high risk firms benefit the most from waiting in this case low risk firms tend to invest immediately and a situation of overinvestment will result since from the banks point of view firms do not delay enough

models of technology diffusion abstract the literature on new technology diffusion is vast and it spills over many conventional disciplinary boundaries this paper surveys the literature by focusing on alternative explanations of the dominant stylized fact that the usage of new technologies over time typically follows an s curve the most commonly found model which is used to account for this model is the so called epidemic model which builds on the premise that what limits the speed of usage is the lack of information available about the new technology how to use it and what it does the leading alternate model is often called the probit model which follows from the premise that different firms with different goals and abilities are likely to want to adopt the new technology at different times in this model diffusion occurs as firms of different types gradually adopt it there are actually many ways to generate an s curve and the third class of models which we examine are models of density dependence popularized by population ecologists in these models the twin forces of legitimation and competition help to establish new technologies and then ultimately limit their take up finally we look at models in which the initial choice between different variants of the new technology affect the subsequent diffusion speed of the chosen technology such models often rely on information cascades which drive herd like adoption behaviour when a particular variant is finally selected

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

investigating the multivariate granger causality between energy consumption economic growth and co2 emissions in ghana abstract the economy of ghana continues to witness a rising demand for energy coupled with growth in gross domestic product that follows a wavy trajectory in the midst of this economic phenomenon there is a trend of increasing greenhouse gas emissions with attendant economic health and environmental consequences this paper examines the causal interdependence between energy consumption economic growth and co 2 emissions in ghana from 1960 to 2015 by using the toda yamamoto and granger causality tests the johansen and johansen juselius cointegration approach and the autoregressive distributed lag bounds test approach are employed to test for cointegration relationship the results show that the variables are cointegrated the causality tests reveal that there is feedback granger causality between energy consumption and co 2 emissions since there is a causal link between energy consumption and economic growth with its concomitant effect on co 2 emissions any energy conservation oriented policy not derived from energy efficiency and technological progress may hurt the ghanaian economy in effect more effort should be aimed at improving energy efficiency through technological progress and investment should be made in renewable energy to reduce over reliance on fossil fuels

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

factor demand technical change and inter fuel substitution in africa abstract the translog production function has been widely used in applied production analysis due to its flexibility and superiority over other functional forms this study develops a translog production function for a group of african countries the random effects model is estimated using generalized least squares estimator the main findings are first output in africa is driven by a more intensive use of petroleum and electricity and to a lesser extent capital labor and coal relative to technological progress second african production technology exhibits increasing returns to scale suggesting a path towards market entry barriers third technical change is scale biased and factor augmenting albeit very slow fourth all energy inputs are substitutes indicating africa s potential to proportionally switch towards cleaner fuels without adversely affecting economic growth finally and perhaps more generally the study reinforces the assertion that imposing restrictions like homotheticity homogeneity or separability on the production technology is unrealistic and should rather be a testable hypothesis within any applied analysis in view of the documented findings relevant implications for africa are discussed

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

purchasing power parity for developing and developed countries what can we learn from non stationary panel data models the aim of this paper is to apply recently developed panel cointegration techniques proposed by pedroni 1999 2004 and generalized by banerjee and carrion i silvestre 2006 to examine the robustness of the ppp concept for a sample of 80 developed and developing countries we find that strong ppp is verified for oecd countries and weak ppp for mena countries however in african asian latin american and central and eastern european countries ppp does not seem relevant to characterize the long run behavior of the real exchange rate further investigations indicate that the nature of the exchange rate regime doesn t condition the validity of ppp which is more easily accepted in countries with high than low inflation

plant level productivity efficiency and environmental performance of the container glass industry this paper presents a methodology and empirical results based on themalmquist productivity index we measure productivity while treatingpollution as an undesirable output our estimates show that technicalchange has contributed to productivity and environmental performancegrowth in the container glass industry an energy and pollution intensivesector changes in inter plant efficiency over time have made thisproductivity growth more rapid than otherwise would have occurred withthe underlying technical change the efficiency estimates show that thereare both opportunities to improve productivity and reduce pollution in thisindustry as well as productivity losses associated with the emissionscontrol the shadow prices for nox the undesirable output we analyze is quite high compared to other regulated sectors

renewable and non renewable energy consumption and economic activities further evidence from oecd countries this article examines the dynamic relationship between renewable and non renewable energy consumption and industrial output and gdp growth in oecd countries using data over the period of 1980 2011 the panel cointegration technique allowing structural breaks is used for empirical investigation the results show that there is a long term equilibrium relationship among non renewable and renewable energy sources industrial output and economic growth the panel causality analyses show bidirectional causality between industrial output and both renewable and non renewable energy consumption in the short and long run however there is evidence of bidirectional short run relationship between gdp growth and non renewable energy consumption while unidirectional causality between gdp growth and renewable energy consumption these results indicate that oecd economies still remain energy dependent for their industrial output as well as overall economic growth however expansion of renewable energy sources is a viable solution for addressing energy security and climate change issues and gradually substituting renewable to non renewable energy sources could enhance a sustainable energy economy

output and substitution elasticities of energy and implications for renewable energy expansion in the ecowas region abstract this study estimates output and substitution elasticities of renewable energy and nonrenewable energy for the economic community of west african states ecowas and discusses implications for expanding the former the results show that nonrenewable energy promises greater benefits for ecowas economic transition with output elasticities averaging between 0 052 0 579 and 0 055 to 0 223 for nonrenewable energy and renewable energy respectively overall estimated technological progress is low 0 5 to 2 6 the bulk coming from input efficiency substitution elasticities 0 02 0 94 suggest potential for switching towards renewable energy notwithstanding scale economics and sitting problems inherent in renewable power generation challenge the opportunities for energy substitution a sustainable policy solution therefore appears to be one favoring scaled and efficient electricity generation from fossil energy in the short run with a gradual switch towards renewable power in the long run in general the applied model provides insights that energy efficiency enhances sustainable growth by propelling technological advancement especially when technical change is scale biased and factor augmenting the study also provides insights that impacts of exogenous shocks to inputs are temporary and hence do not jeopardize efforts aimed at scaling output through increased and efficient use of labor capital and energy especially nonrenewable energy

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

energy consumption and economic growth new evidence from meta analysis abstract the causal relationships between energy consumption and economic growth have given rise to much discussion but remain controversial alternative data sets based on different time spans countries energy policies and econometric approaches result in diverse outcomes a meta analysis using a multinomial logit model with 174 samples governing the relationships between gdp and energy consumption is applied here to investigate the major factors that affect these controversial outcomes the empirical results have demonstrated how the time spans subject selections including gdp and energy consumption econometric models and tools for greenhouse gases emission reduction characteristics significantly affect these controversial outcomes

knowledge capital and performance heterogeneity a firm level innovation study this paper is an empirical analysis of knowledge capital and performance heterogeneity at the firm level we apply new econometric methods to extensive data on innovation and innovative activities

energy consumption and gdp in tunisia cointegration and causality analysis abstract in this paper the johansen cointegration technique is used to examine the causal relationship between per capita energy consumption pcec and per capita gross domestic product pcgdp for tunisia during the 1971 2004 period in order to test for granger causality in the presence of cointegration among the variables a vector error correction model vecm is used instead of a vector autoregressive var model our estimation results indicate that the pcgdp and pcec for tunisia are related by one cointegrating vector and that there is a long run bi directional causal relationship between the two series and a short run unidirectional causality from energy to gross domestic product gdp the source of causation in the long run is found to be the error correction terms in both directions hence an important policy implication resulting from this analysis is that energy can be considered as a limiting factor to gdp growth in tunisia conclusions for tunisia may also be relevant for a number of countries that have to go through a similar development path of increasing pressure on already scarce energy resources

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

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

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

the dynamic implications of increasing returns technological change and path dependent inefficiency this paper addresses the issue of path dependent selection and inefficiency counterfactual methods and the empirical evidence employed in this research trajectory the general message is basically that the theoretical argument to prove path dependent inefficiency is relatively straightforward while empirical demonstrations as well as the analysis of welfare implications are much more difficult in the first section we briefly state the basic argument explaining how localized learning leads to an incomplete exploration of the variety distribution of a technology we then synthesize the most interesting historical studies which get potential regret results and ask whether these results suggest a large welfare loss to try to answer this question we start from the critical arguments of liebowitz and margolis to discuss the theoretical and empirical difficulties of establishing path dependent inefficiency

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

the asymmetric linkage between energy use and economic growth in selected african countries evidence from a nonlinear panel autoregressive distributed lag model abstract this paper endeavors to shed light on the asymmetric heterogeneous relationship between energy use and economic growth in nineteen selected african countries from 1971 to 2014 we employ to this end a nonlinear panel autoregressive distributed lag model and an asymmetric panel causality test the empirical results suggest that the relationship between energy use and economic growth is asymmetric and depends on the phases of economic cycle firstly in periods of economic expansion positive shocks on energy use have a positive and significant effect on economic growth in the long run but have a weak positive effect in the short run negative shocks on energy use have a negative and significant effect on economic growth in the long run but a positive and significant effect in the short run moreover in periods of economic expansion economic growth tends to react more to a decrease in energy use than to an increase in energy use secondly in period of economic contraction positive shocks on energy use accentuate the negative variation of economic growth in the long run while in the short run economic contraction is resorb by negative shocks on energy use thirdly net energy importing economies located in north africa east africa central africa and southern africa are the most subject to energy asymmetric shocks for net energy exporting countries the asymmetric relationship between energy use and economic growth is mixed we also find that negative changes in economic activity lead to negative variations of energy use fourthly positive and negative shocks on the cyclical components of energy use and economic growth do not have over the time the same correlation with positive and negative shocks of one or other of the variables from the research that has been carried out it appears that sound economic policy decisions require information on the asymmetric linkage between energy use and economic growth

energy needs for morocco 2030 as obtained from gdp energy and gdp energy intensity correlations abstract we present forecasts of the energy consumption of morocco towards 2030 two models have been developed and their results compared one based on the energy intensity ie and another one on a link with the country urbanization rate urb the ie model allowed to segment energy consumption in four posts while the urb model only in two posts for the sensitivity analysis to economic growth three future gdp evolution scenarios are proposed the retrospective correlations of both models are excellent but their future extrapolations finish in slightly different results through their correlation to electricity consumption peak power forecasts are also presented a forecast of the country energy intensity is commented as the average yearly increase of electricity should still be between 4 9 and 7 1 during 2020 2030 the electric equipment program continuation after 2020 must soon be clarified and avoid the former implementation delays as the white combustibles needs should yearly increase between 6 3 and 7 8 in 2020 2030 electrical equipment programs should also make provisions for the case of deployment of electric cars butane subsidies widen the gap with other fuels and must be removed very soon possible to reduce the growth of its consumption and energy intensity

causal independence between energy consumption and economic growth in liberia evidence from a non parametric bootstrapped causality test abstract this contribution investigates causal interdependence between energy consumption and economic growth in liberia and proposes application of a bootstrap methodology to better reflect causality employment is incorporated as additional variable the study demonstrates evidence of distinct bidirectional granger causality between energy consumption and economic growth additionally the results show that employment in liberia granger causes economic growth and apply irrespective of the short run or long run evidence from a monte carlo experiment reveals that the asymptotic granger causality test suffers size distortion problem for liberian data suggesting that the bootstrap technique employed in this study is more appropriate given the empirical results implications are that energy expansion policies like energy subsidy or low energy tariff for instance would be necessary to cope with demand exerted as a result of economic growth in liberia furthermore liberia might have the performance of its employment generation on the economy partly determined by adequate energy therefore it seems fully justified that a quick shift towards energy production based on clean energy sources may significantly slow down economic growth in liberia hence the government s target to implement a long term strategy to make liberia a carbon neutral country and eventually less carbon dependent by 2050 is understandable

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

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

the profitability concentration relation market power or efficiency industrial economists have been studying the relationship between profitability and concentration using cross industry samples for many years now however as sometimes happens once it appeared that some consensus had been achieved with few exceptions market concentration and industry profitability are positively correlated peltzman i977 p 229 people began to question the interpretation of those results in particular demsetz e g i973 i974 and others suggested that rather than concentration market power leading to higher prices and profits the causal direction in fact ran from greater efficiency to both higher profits and incidentally to higher concentration our purpose here is to subject these conflicting hypotheses to cross industry empirical test using u k data in order to do this we first develop a model which is sufficiently general to allow for both alternative explanations of a positive concentration profitability correlation in the light of this model we then examine the implications for the within industry relation between market share and firm level profitability more specifically we explore demsetz s claim that the empirical form of this relationship should signal which of the alternative hypotheses is consistent with the between industry profitability concentration correlation our model suggests that in certain special circumstances this claim is partly justified in that it should be possible to assess the relative strengths of the market power and efficiency effects from the within industry relation more generally however factors such as product differentiation and scale economies may seriously impair the information content of the relation with at least a strong suspicion that the estimates will tend to exaggerate the evidence in favour of the efficiency hypothesis in the event our results tend to confirm that for most industries the within industry data offer little conclusive support for either hypothesis but for a not insignificant minority of industries the evidence suggests some support for the view that both efficiency and market power are at work simultaneously our model is detailed in section ii and estimated on u k data in section iii after which we offer a few comments in section iv first however we drovide a backcloth to the later analysis

rank stock order and epidemic effects in the diffusion of new process technologies an empirical model in this article we construct a general duration model of technology adoption that incorporates the main factors discussed in different theories of diffusion of new process technologies the model is applied to data on diffusion of cnc in the uk engineering industry although we find strong evidence in support of rank and endogenous learning effects there seems to be little evidence in support of the stock and order effects the main factors affecting the diffusion of cnc are found to be endogenous learning firm size industry growth rates the cost of the technology and expected changes in the cost of the technology

residential and non residential electricity dynamics abstract this paper uses u s panel data to instrument and examine the dynamics of electricity within the world market while separating between both residential and non residential electricity consumptions during the time period of 1990 2014 to better assess the true differences within each causal relationship all panel data has been separated into one full panel and three subpanels of high middle and low income the empirical framework used consists of various tests that identify the existence of cross sectional dependency a pesaran panel unit root test a westerlund panel cointegration test and the dumitrescu hurlin method of the granger causality test furthermore this paper utilizes dols to estimate any long run elastic relations between real gdp and residential or non residential electricity consumption based on the results this paper determines that no long run relationship exists between non residential electricity consumption and economic growth throughout and that the relationship between residential electricity consumption and economic growth possesses unit elastic behavior in the long run other findings throughout imply causality moves from economic growth in the direction of residential electricity consumption for all panels

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

energy consumption and economic growth nexus for 17 highly developed oecd countries further evidence based on bootstrap corrected causality tests abstract unlike previous energy consumption economic growth studies this study examines the relationship among energy consumption economic growth employment and gross fixed capital formation for 17 highly developed oecd countries by employing both the toda yamamoto procedure which based on asymptotic critical values and the bootstrap corrected causality test since non normality of the error term harms the validity of the toda yamamoto procedure this study finds that there is very small bias due to the assumption of normality furthermore using different information criterions importance of lag length is tested findings indicate that selection of lag length is important for denmark ireland norway and spain it is concluded that while there exists uni directional causality running from energy consumption to real gdp for japan bi directional causality is found for italy new zealand norway and spain on the other hand uni directional causality from gdp to energy is found for australia canada and ireland whereas no causal nexus is found for all of other nine countries our analyses covering the sample periods imply that japan italy new zealand norway and spain should not follow energy conservation policy at the aggregated level since the reduction of energy damages the economic growth

energy economic growth and causality in developing countries a case study of tanzania and nigeria the debate about the precise role of energy in economic development remains contentious existing empirical studies have produced varying results some have argued the complementarity between energy and other factors of production and others have indicated that energy can be substituted for other factors of production commonly these studies have focused primarily on the developed countries one explanation being that supply constraints and price rigidities render any study on factor substitutions in developing countries meaningless however the functional relationship between energy consumption and income in developing countries is constantly investigated with the use of regression techniques while such techniques are useful in empirical analysis no mechanism exists for indicating causal directions between variables this limits the scope for policy analysis and prescription the need to identify causal direction between energy consumption and income growth in developing countries is overwhelming apart from providing further insights into the role of energy in economic development it provides policy analysts with a clearer understanding of the likely impact of energy supply constraints on economic growth this article examines the causal directions between energy consumption and economic growth proxied by gdp and gnp for nigeria and tanzania the results show a simultaneous causal relationship between energy and economic growth for both countries the implication being that unless energy supply constraints are eased economic growth and development will remain elusive to these countries given similar economic characteristics and profiling the same energy scenario for other developing countries our finding supports the view that energy plays a key role in economic development

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

threshold cointegration and causality relationship between energy use and growth in seven african countries abstract the paper investigates the long run and the causality relationship between energy consumption and economic growth for seven sub saharan african countries during the period 1970 2007 using the gregory and hansen 1996a 1996b testing approach to threshold cointegration we find that energy consumption is cointegrated with economic growth in cameroon cote d ivoire ghana nigeria and south africa moreover this test suggests that economic growth has a significant positive long run impact on energy consumption in these countries before 1988 and this effect becomes negative after 1988 in ghana and south africa furthermore causality tests suggest bidirectional causality between energy consumption and real gdp in cote d ivoire and unidirectional causality running from real gdp to energy usage in the case of congo and ghana

energy consumption and economic growth the experience of african countries revisited abstract the aim of this paper is to re examine the causal relationship between energy consumption and economic growth for seventeen african countries in a multivariate framework by including labor and capital as additional variables we apply the variance decomposition analysis due to pesaran and shin pesaran m h and shin y generalised impulse response analysis in linear multivariate models economics letters 1998 58 17 29 to evaluate how important is the causal impact of energy consumption on economic growth relative to labor and capital the results of our multivariate modified granger causality analysis due to toda and yamamoto toda h y and yamamoto t statistical inference in vector autoregressions with possibly integrated process journal of econometrics 1995 66 225 250 tend to reject the neutrality hypothesis for the energy income relationship in fifteen out of the seventeen countries in contrast results of our variance decomposition analyses show that in eleven out of the seventeen countries energy is no more than a contributing factor to output growth and not an important one when compared to capital and labor labor and capital are the most important factors in output growth in fifteen out of the seventeen countries however these results should be interpreted with care as they may not be sufficiently robust enough to support the inference that energy consumption plays a minor role in the economic growth of african countries

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

strengthening of energy security low carbon growth in asia role of regional energy cooperation through trade abstract prudent demand supply management of energy is pivotal for the energy security of the countries and transitions towards the sustainable low carbon energy system this study empirically investigates the existing demand supply gaps of energy in the south though east asian stea countries and analyzes how the gaps can be minimized most efficiently through intraregional energy trade stochastic frontier gravity model extended with the determinants of efficiency models used for both primary energy and renewable energy goods reg trade the result implies that for most of the countries intraregional export of primary energy as well as reg are positively influenced by gross domestic products gdp of the exporting and importing countries tariff and distance adversely affect the exports while the implication of cross exchange ratio seems minimal in both cases regional trade agreements rta are also found to have notable positive impact on intraregional trade results show that china and thailand are the most efficient in this intraregional primary energy export while bangladesh and myanmar remain the least efficient china and japan are the most efficient in reg exports while bangladesh remains the least efficient on average the whole region has the weighted export efficiency of 56 5 in intraregional primary energy trade and 63 1 in reg trade the determinants of efficiency model reveals that institutional quality better infrastructure goods market efficiency and technological readiness have reasonable impacts to enhance the countries intraregional energy trade efficiencies