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

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

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

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

is the energy led growth hypothesis valid new evidence from a sample of 85 countries abstract the energy growth literature contains a large number of discussions on the causal relationship between energy consumption and economic growth the central debate focuses on whether energy consumption contributes or not to economic growth since it has direct implications for the formulation of strategic policies nevertheless current studies cannot provide a conclusive suggestion due to mixed causality results this inconclusive evidence is potentially attributed to model specifications and the stage of economic development of the countries under investigation hence this study attempts to empirically re investigate the validity of the energy led growth hypothesis using a different model specification and different stages of economic development for 85 selected countries around the globe overall although the causality results are mixed among countries we do find a systematic pattern in particular granger causality models with three and four variables are more likely to support the hypothesis compared to their counterparts that contain only two variables in addition both developed and developing countries are more likely to support the energy led growth hypothesis compared to the less developed or low income countries therefore causality results are very sensitive to the choice of the model specification along with the stages of economic development finally energy conservation policies should only focus on low income countries as these policies may not retard the process of economic growth

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

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 economics of forced migration abstract this article reviews the economics literature on the impacts of forced migration the literature is divided into two parts impacts on forced migrants and impacts on host communities studies exploring the impact of forced migration due to wwii suggest that the long term impact is often positive the literature for developing countries suggests that there are serious consequences of forced migration for those forced to migrate these consequences range from worse labour market outcomes to less consumption smoothing the impact on host communities seems to be mixed and there are winners and losers the article provides suggestions for future research

electricity consumption real gdp causality nexus evidence from a bootstrapped causality test for 30 oecd countries the goal of this paper is to examine any causal effects between electricity consumption and real gdp for 30 oecd countries we use a bootstrapped causality testing approach and unravel evidence in favour of electricity consumption causing real gdp in australia iceland italy the slovak republic the czech republic korea portugal and the uk the implication is that electricity conservation policies will negatively impact real gdp in these countries however for the rest of the 22 countries our findings suggest that electricity conversation policies will not affect real gdp

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

on the causal dynamics between emissions nuclear energy renewable energy and economic growth this paper examines the causal relationship between co2 emissions nuclear energy consumption renewable energy consumption and economic growth for a group of 19 developed and developing countries for the period 1984 2007 using a panel error correction model the long run estimates indicate that there is a statistically significant negative association between nuclear energy consumption and emissions but a statistically significant positive relationship between emissions and renewable energy consumption the results from the panel granger causality tests suggest that in the short run nuclear energy consumption plays an important role in reducing co2 emissions whereas renewable energy consumption does not contribute to reductions in emissions this may be due to the lack of adequate storage technology to overcome intermittent supply problems as a result electricity producers have to rely on emission generating energy sources to meet peak load demand

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

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

effects of renewable energy sector development on electricity consumption growth nexus in the european union abstract the aim of this study is to assess the effect of renewable energy sector development on the relationships between electricity consumption and economic growth in the european union countries in the period between 1995 and 2015 a panel vector autoregressive model is used for testing granger causality and estimating impulse response functions the results indicate that the relationships between economic growth and electricity consumption depend on the level of renewable energy sector development the greater the share of the renewable energy sector in the economy is the more noticeable the mutual dependence between the economic growth and renewable electricity consumption is in countries with relatively well developed renewable energy sectors renewable electricity consumption boosts the economy and vice versa in the remaining countries economic growth and electricity consumption are independent empirical findings suggest that policymakers should develop strategies to implement clean energy policy aimed at stimulating the development of the renewable energy sector to support economic growth

the dynamics of electricity demand in pakistan a panel cointegration analysis abstract this paper examines the dynamics of electricity demand in pakistan at the aggregate and sectoral levels over the period 1978 2012 panel cointegration test and fully modified ordinary least squares method is employed to determine the long run relationship between electricity consumption real income real price of electricity and domestic price of non energy products the results reveal that electricity demand is more responsive to changes in income than changes in prices at the aggregate and disaggregate levels short run and long run income elasticities are positive and statistically significant supporting the conservation hypothesis it appears from the results that long run price elasticities are negative and significant at the aggregate level and for the agriculture commercial residential sectors and public utilities the short run price elasticities are significant but low in magnitude which implies that changes in electricity price exert minimal effect on the electricity consumption in pakistan the domestic price of non energy products is positive and significant for aggregate sample in the short run the domestic price of non energy products exert significant negative positive impact on electricity demand in the agriculture industrial sectors the results thus provide important information to the agents operating in the electricity market regarding the income and pricing policies and helps in planning the future strategy of electricity demand management

the relationship amongst energy consumption renewable and non renewable and gdp in algeria abstract this study aims to explore economic growth energy consumption nexus in algeria between 1980 and 2012 with cointegration tests we demonstrate the existence of long run link between real gross domestic product real capital and the two categories of energy consumption i e renewable energy per capita and non renewable energy the long run and the short run autoregressive distributed lag ardl estimates indicate that only the non renewable energy sort and capital can contribute to enhancing economic growth whereas renewable energy does not show any significant effect the outcome of causality tests proves a feedback link among non renewable energy consumption and gross domestic product among capital and gross domestic product and among non renewable energy and capital in both short run and long run terms moreover the results reveal a unidirectional link going from renewable energy to economic growth capital and non renewable energy respectively in the long run furthermore the results illustrate the presence of a unidirectional link going from non renewable energy to renewable energy in the short term our outcome suggests that policy makers in algeria should enhance the renewable energy share together with controlling the non renewable one

growth and renewable energy in europe a random effect model with evidence for neutrality hypothesis this is an empirical study on the causal relationship between economic growth and renewable energy for 27 european countries in a multivariate panel framework over the period 1997 2007 using a random effect model and including final energy consumption greenhouse gas emissions and employment as additional independent variables in the model empirical results do not confirm causality between renewable energy consumption and gdp although panel causality tests unfold short run relationships between renewable energy and greenhouse gas emissions and employment the estimated cointegration factor refrains from unity indicating only a weak if any relationship between economic growth and renewable energy consumption in europe suggesting evidence of the neutrality hypothesis which can partly be explained by the uneven and insufficient exploitation of renewable energy sources across europe

economic growth and energy consumption causal nexus viewed through a bootstrap rolling window one puzzling results in the literature on energy consumption economic growth causality is the variability of results particularly across sample periods sample sizes and model specification in order overcome these issues this paper analyzes the causal links between energy consumption and economic growth for g 7 countries using bootstrap granger non causality tests with fixed size rolling subsamples the data used includes annual total energy consumption and real gross domestic product gdp series from 1960 to 2006 for g 7 countries excluding germany for which the sample period starts from 1971 using the full sample bootstrap granger causality test we find that there is predictive power from energy consumption to economic growth only for canada however parameter instability tests show that none of the estimated models have constant parameters and hence the full sample results are not reliable analogous to the full sample results the results obtained from the bootstrap rolling window estimation indicate no consistent causal links between energy consumption and economic growth we however find that causal links are present between the series in various subsamples furthermore these subsample periods correspond to significant economic events indicating that the findings are not statistical artefacts but correspond to real economic changes our results encompass previous findings and offer an explanation to varying findings

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

managing channel profits a channel of distribution consists of different channel members each having his own decision variables however each channel member s decisions do affect the other channel members profits and as a consequence actions a lack of coordination of these decisions can lead to undesirable consequences for example in the simple manufacturer retailer consumer channel uncoordinated and independent channel members decisions over margins result in a higher price paid by the consumer than if those decisions were coordinated in addition the ensuing suboptimal volume leads to lower profits for both the manufacturer and the retailer this paper explores the problems inherent in channel coordination we address the following questions what is the effect of channel coordination what causes a lack of coordination in the channel how difficult is it to achieve channel coordination what mechanisms exist which can achieve channel coordination what are the strengths and weaknesses of these mechanism what is the role of nonprice variables e g manufacturer advertising retailer shelf space in coordination does the lack of coordination affect normative implications from in store experimentation can quantity discounts be a coordination mechanism are some marketing practices actually disguised quantity discounts we review the literature and present a simple formulation illustrating the roots of the coordination problem we then derive the form of the quantity discount schedule that results in optimum channel profits this article was originally published in marketing science volume 2 issue 3 pages 239 272 in 1983

strategic decentralization in channels the purpose of this paper is to understand the effect of strategic interaction on a manufacturer s channel structure decision in the model i analyze if there were no strategic interaction then the manufacturer would prefer vertical integration to decentralization with strategic interaction however decentralization can be a nash equilibrium strategy as mcguire and staein mcguire timothy richard staelin 1983a an industry equilibrium analysis of downstream vertical integration marketing sci 2spring 161 192 showed so the question arises what is it about strategic interaction that makes decentralization a nash equilibrium strategy the answer i give is that strategic interaction makes it possible for a manufacturer s retail demand curve to rise when he decentralizes i show that this raising of the demand curve on decentralization can happen only if one of the following mutually exclusive conditions is satisfied 1 the manufacturers products are demand substitutes at the retail level and strategic complements at the manufacturer or retailer levels 2 the manufacturer s products are demand complements at the retail level and strategic substitutes at the manufacturer or retailer levels strategic complementarity at the retailer manufacturer level means that if one retailer manufacturer raises his price then the other retailer manufacturer would raise his price as well strategic substitutability is just the opposite these results show that what is important for decentralization to occur is not how demand substitutable the two manufacturers products are as one might have thought from earlier works in the literature but rather the nature of coupling between demand dependence and strategic dependence

aggregation and the role of energy in the economy methods for investigating the role of energy in the economy involve aggregating different energy flows a variety of methods have been proposed but none has received universal acceptance this paper shows that the method of aggregation has crucial effects on the results of the analysis we review the principal assumptions and methods for aggregating energy flows the basic heat equivalents approach economic approaches using prices or marginal product for aggregation emergy analysis and thermodynamic approaches such as exergy we argue that economic approaches such as the index or marginal product method are superior because they account for differences in quality among fuels we apply various economic approaches in three case studies in the us economy in the first we account for energy quality to assess changes in the energy surplus delivered by the extraction of fossil fuels from 1954 to 1992 the second and third case studies examine the importance of energy quality in evaluating the relation between energy use and gdp first a quality adjusted index of energy consumption is used in an econometric analysis of the causal relation between energy use and gdp from 1947 to 1996 second we account for energy quality in an econometric analysis of the factors that determine changes in the energy gdp ratio from 1947 to 1996 without adjusting for energy quality the results imply that the energy surplus from petroleum extraction is increasing that changes in gdp drive changes in energy use and that gdp has been decoupled from between aggregate energy use all of these conclusions are reversed when we account for changes in energy quality 2000 elsevier science b v all rights reserved

the electricity consumption versus economic growth of the polish economy abstract the aim of this contribution is an investigation of causal interdependences between electricity consumption and gdp in poland our research was conducted for total electricity consumption as well as for the industrial consumption of electricity in order to reflect the causality between gdp and electricity consumption properly we performed our investigations in a three dimensional framework with employment chosen as an additional variable we used reliable quarterly data from the period q1 2000 q4 2009 in order to check the stability of the causalities the investigations were performed on two samples a full sample and a pre crisis i e q1 2000 q3 2008 subsample we applied both traditional methods and some recently developed econometric tools we found feedback between total electricity consumption and gdp as well as between total electricity consumption and employment we also found unidirectional causality running from industrial electricity consumption to employment and no direct causal links between industrial electricity consumption and gdp in addition all these findings were in general not seriously affected by the financial and economic crises of 2008 a significant exception is the causal effect of industrial electricity consumption on employment which was more pronounced after the crisis of 2008

motivations to remit evidence from botswana in this article a theory of motivations to send remittances is described and tested with data from botswana altruism is one of the motivations tested and found to be an insufficient explanation for remittances among migrants in botswana a refinement of the model stipulates a modified altruism or enlightened self interest in this model the relationship between the migrant and family is tempered by an implicit understanding of mutual benefit the household strategy may be to encourage some members to migrate as a means of spreading risk and sharing gains the household strategy is similar to an insurance policy where migration is to places where market potential is high the risks incurred might be high the example is given of migration during a drought in botswana migrant remittances were greater in households with more cattle or households with more to lose drought alone was not statistically related to remittances increases in remittances were related to increased levels of education it is suggested that repayment was the motive for parents investment in migrants education migrants gains are identified as the potential for an inheritance the security of channeling investments through a trusted family member and security in having a home to return to it is pointed out that the altruism and family remittances from urban migration were strategies that bridged the simple dynamic of either urban development or rural development impacting on family welfare it is suggested that household models of economy adopt some measure to express the relationship of household wealth to remittances from urban migrants

renewable energy consumption and income in emerging economies abstract increased economic growth and demand for energy in emerging economies is creating an opportunity for these countries to increase their usage of renewable energy this paper presents and estimates two empirical models of renewable energy consumption and income for a panel of emerging economies panel cointegration estimates show that increases in real per capita income have a positive and statistically significant impact on per capita renewable energy consumption in the long term a 1 increase in real income per capita increases the consumption of renewable energy per capita in emerging economies by approximately 3 5 long term renewable energy per capita consumption price elasticity estimates are approximately equal to 0 70

entry deterrence and the free rider problem the public good aspect of entry prevention is examined in an industry characterized by an established oligopoly facing a potential entrant although incumbent firms act noncooperatively underinvestment in entry deterrence does not occur and in fact incumbents may find themselves in a pareto dominated arrangement in terms of profits by preventing entry

causality cointegration and control abstract the first sections of the paper show that causality tests can be relevant when considering the effectiveness of a control mechanism rejecting some results in earlier papers the relevance comes from a more careful consideration of what information is available to whom and when compared to previous work the final section of the paper extends this analysis to cointegrated variables when causality is a necessary consequence

strategic upfront marketing channel integration as an entry barrier abstract this paper investigates an organizational design problem concerning whether duopolistic firms competing in a product market should vertically integrate or separate their marketing channels in a dynamic noncooperative game setting previous operational research models have shown that the separation of the marketing channel with the adoption of a two part tariff contract is the dominant strategy compared with integration for each firm if the two firms face retail price competition and thereby constitutes the subgame perfect nash equilibrium spne contrary to this previous insight this paper demonstrates that if exogenous parameters that characterize fixed costs product substitutability and a demand function fall into a specific region marketing channel integration dominates the separation strategy when one of the two firms is the incumbent firm while the other is a potential entrant in other words the well known result in the price setting game can be reversed when we take entry threats into consideration specifically we show that upfront vertical integration of the marketing channel enables the incumbent to deter the entry of the potential competitor and to monopolize the market in the spne this result has operational implications for a firm confronting the threat of potential rivals entering the market in that the firm can use this apparently inferior strategy as a commitment device which creates a virtual entry barrier

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

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

energy consumption and economic growth nexus in portugal italy greece spain and turkey an ardl bounds test approach 1965 2009 abstract the paper examines the nexus between primary energy consumption and growth in portugal italy greece spain and turkey pigst with annual time series data from 1965 to 2009 pigst are southern european economies which have experienced several episodes that make them of particular interest to the study of periods of economic expansion and stagnation an ardl bounds test approach is a suitable technique to examine energy growth nexus within the context of countries with both sporadic shocks outliers and permanent shocks structural breaks empirical results suggest bidirectional causality between energy and growth in both the long run and short run supporting the feedback hypothesis the results reveal themselves to be robust to panel framework an energy conservation policy will reduce gdp growth while a saving phenomenon is observed since one additional unit of product requires less than one unit of energy

intrafirm trade arm s length transfer pricing rule and coordination failure abstract this paper demonstrates that uniform imposition of the arm s length principle on transfer pricing leads to coordination failure among countries in terms of economic welfare if the countries trade products in the form of intrafirm transactions by multinational firms mnfs to highlight this implication we first show that imposition of the arm s length principle on an mnf induces it to transfer a product among subordinate divisions at marginal cost i e the competitive price which is consistent with the purpose of the principle nonetheless if regulators in each country impose the principle on mnfs all of the following economic welfare measures decrease compared with the situation where the principle is not imposed 1 consumer welfare in each of the trading countries 2 profit of each mnf and thus 3 total world economic welfare this result indicates that it is possible that enforcement of the principle has no positive effect at all in the world because economic welfare of all economic agents deteriorates when the principle is imposed a numerical analysis demonstrates that this possibility arises in a broad range of circumstances even including the situation where a giant economic world power and a small underdeveloped country mutually trade products in these circumstances an agreement among trading countries that no country imposes the arm s length principle may encourage pareto improvement of the world economy

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

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

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

retail contracting theory and practice we summarize a number of regularities that arise in the empirical literature on contractual relationships between manufacturers and their exclusive resellers we do this using studies of traditional and business format franchise relationships as well as studies of salesforce integration decisions some of the patterns that we uncover are consistent with a standard incentive cum insurance theory of organization while others are not we brie y review some theoretical extensions that seem promising in terms of reconciling seeming con icts between theory and practice i introduction manufacturers of retail products must decide whether to sell their products to consumers themselves vertical integration or to sell via independent retailers vertical separation when manufacturers do not perform the sales function internally but want exclusive retailers they usually choose some form of franchising 1 many theories attempt to explain the choice of retail organizational form moreover a considerable body of empirical evidence concerning this choice is accumulating we attempt to evaluate this econometric evidence and relate it to the theories to accomplish this task we assess studies of franchising arrangements as well as studies of sales force organization in industrial settings the paper is organized as follows in the next section we highlight a number of regularities that arise in the empirical literature on retail contracting in particular we nd that i risk is positively related to the use of high powered incentives vertical separation ii the importance of the agent s eiort in production is positively related to the use of high powered incentives

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

the strategic choice of managerial incentives do firms with separate owners and managers maximize profits we address this question for an oligopoly where managers compete in quantities or prices as in the cournot or bertrand models and owners choose their managers incentives we find that there is a strategic aspect in the problem of selecting incentives and that profit maximizing behavior does not result in particular in the oligopoly we study the behavior of firms competing in quantity price more closely resembles perfectly competitive collusive behavior than cournot bertrand behavior

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

remittances and the brain drain revisited the microdata show that more educated migrants remit more two of the most salient trends in migration and development over the last two decades are the large rise in remittances and in the flow of skilled migrants however recent literature based on cross country regressions has claimed that more educated migrants remit less leading to concerns that further increases in skilled migration will impede remittance growth micro data from surveys of immigrants in 11 major destination countries are used to revisit the relationship between education and remitting behavior the data show a mixed pattern between education and the likelihood of remitting and a strong positive relationship between education and amount remitted intensive margin conditional on remitting at all extensive margin combining these intensive and extensive margins yields an overall positive effect of education on the amount remitted for the pooled sample with heterogeneous results across destinations the micro data allow investigation of why the more educated remit more showing that the higher income earned by migrants rather than family characteristics explains much of the higher remittances migration brain drain and education

is energy security a driver for economic growth evidence from a global sample abstract this study examines whether energy security contributes to economic growth for a global sample of 74 countries covering the period from 2002 to 2013 the benchmark model is built based on an extended version of the cobb douglas production function ten measures of energy security are employed to capture five aspects of energy security including availability accessibility acceptability affordability and develop ability besides the whole sample we also conduct the panel data analysis on subsamples of countries based on different income levels using panel corrected standard errors pcse and feasible generalized least squares fgls techniques that correct for heterogeneity and autocorrelation and produce robust standard errors the empirical results appear to be relatively robust to these two estimation techniques overall we find that energy security enhances economic growth for both the whole sample and subsamples of countries meanwhile energy insecurity measured by energy intensity and carbon intensity variables has a negative impact on economic growth the results vary across subsamples for several cases the findings imply that at the global level energy for economic development energy security and climate change mitigation should be pursued as integrated themes since there are linkages among these three agendas

energy consumption and gdp revisited a panel analysis of developed and developing countries this paper applies a new panel data stationarity testing procedure first developed by carrion i silvestre et al 2005 econometrics journal 8 159 175 with panel vars that employ the generalized method of moment techniques in order to re investigate the dynamic interactions between energy consumption per capita lec and real gdp per capita lry in 22 developed and 18 developing countries when multiple breaks in the series are taken into account there is convincing evidence of panel stationarity for lec and lry in both groups the energy crises evidently had a substantive impact on both lec and lry in all sample countries furthermore our panel vars attest to bidirectional causality between lec and lry in developed countries but there is uni directional causality from lry to lec in developing countries finally from the orthogonalized impulse response functions all of the variables in the panel vars have a positive effect on each other but their impact is greater and more persistent in developing countries some important policy implications do emerge

coordinating pricing and production decisions in the presence of price competition abstract in this paper we study the effects of coordinating pricing and production decisions on the improvement of a firm s position in a price competitive environment assuming duopolistic market conditions we use game theoretic concepts and models to analyze two scenarios a firm s marketing and production departments may vertically coordinate their pricing and production quantity decisions and the two firms may horizontally compete for price sensitive random demand the two scenarios include i no coordination and ii coordination in both firms we show that by coordinating their pricing and production decisions competing firms can increase their profitability especially when conditions are unfavourable i e with smaller market sizes higher unit costs and lower unit revenues while it may be intuitive to expect that coordination will outperform non coordination our models provide a means for formalizing and quantifying the differences between the two policies

renewable energy consumption and economic growth evidence from a panel of oecd countries abstract this study examines the relationship between renewable energy consumption and economic growth for a panel of twenty oecd countries over the period 1985 2005 within a multivariate framework given the relatively short span of the time series data a panel cointegration and error correction model is employed to infer the causal relationship the heterogeneous panel cointegration test reveals a long run equilibrium relationship between real gdp renewable energy consumption real gross fixed capital formation and the labor force with the respective coefficients positive and statistically significant the granger causality results indicate bidirectional causality between renewable energy consumption and economic growth in both the short and long run

trivariate causality between economic growth urbanisation and electricity consumption in angola cointegration and causality analysis abstract this paper investigates the causal relationship between economic growth urbanisation and electricity consumption in the case of angola while utilizing the data over the period of 1971 2009 we have applied lee and strazicich 2003 the review of economics and statistics 63 1082 1089 2004 working paper department of economics appalachian state university unit root tests to examine the stationarity properties of the series using the gregory hansen structural break cointegration procedure as a complement we employ the ardl bounds test to investigate long run relationships the vecm granger causality test is subsequently used to examine the direction of causality between economic growth urbanisation and electricity consumption our results indicate the existence of long run relationships we further observe evidence in favour of bidirectional causality between electricity consumption and economic growth the feedback hypothesis is also found between urbanisation and economic growth urbanisation and electricity consumption granger cause each other we conclude that angola is energy dependent country consequently the relevant authorities should boost electricity production as one of the means of achieving sustainable economic development in the long run

energy consumption and economic growth in new zealand results of trivariate and multivariate models abstract this study examines the energy consumption growth nexus in new zealand causal linkages between energy and macroeconomic variables are investigated using trivariate demand side and multivariate production models long run and short run relationships are estimated for the period 1960 2004 the estimated results of demand model reveal a long run relationship between energy consumption real gdp and energy prices the short run results indicate that real gdp granger causes energy consumption without feedback consistent with the proposition that energy demand is a derived demand energy prices are found to be significant for energy consumption outcomes production model results indicate a long run relationship between real gdp energy consumption and employment the granger causality is found from real gdp to energy consumption providing additional evidence to support the neoclassical proposition that energy consumption in new zealand is fundamentally driven by economic activities inclusion of capital in the multivariate production model shows short run causality from capital to energy consumption also changes in real gdp and employment have significant predictive power for changes in real capital

a note on competitive supply chains with generalised supply costs abstract this note generalises models from two influential papers in the theory of supply chain outsourcing under competition mcguire and staelin 1983 cachon and harker 2002 the first paper studies the impact of competitive intensity on the outsourcing decision from the supplier s point of view for linear supply cost the second paper examines the impact of supply economies of scale from the retailer s point of view when selling perfectly substitutable products by considering competitive intensity and supply economies of scale simultaneously we find that equilibrium channel structures are primarily determined by the competitive intensity which is true even under supply diseconomies of scale the key message in the second paper of scale economies driving retailer s outsourcing supply decision is highly dependent on the assumption of perfect substitutes our finding has no qualitative difference when either the suppliers or the retailers are modeled as the channel leader and make the outsourcing decisions

electricity consumption growth nexus the case of malaysia abstract the goal of this paper is to model the relationship between electricity consumption and real gross domestic product gdp for malaysia in a bivariate and multivariate framework we use time series data for the period 1971 2003 and apply the bounds testing approach to search for a long run relationship our results reveal that electricity consumption real gdp and price share a long run relationship the results of the autoregressive distributed lag ardl estimates of long run elasticity of electricity consumption on gdp are found to be around 0 7 and statistically significant finally in the short run the results of the causality test show that there is a unidirectional causal flow from electricity consumption to economic growth in malaysia from these findings we conclude that malaysia is an energy dependent country leading us to draw some policy implications this paper adds support and validity thus reducing the policy makers concern on the ambiguity of the electricity and growth nexus in malaysia

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

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

an empirical analysis of electricity consumption in cyprus abstract the paper presents the first empirical analysis of electricity consumption in cyprus using annual data from 1960 to 2004 we have examined electricity use in the residential and the services sectors which are the fastest growing electricity consumers in the island and its interaction with income prices and the weather the analysis was performed with the aid of time series analysis techniques such as unit root tests with and without a structural break in levels cointegration tests vector error correction models granger causality tests and impulse response functions results show long term elasticities of electricity use above unity for income and of the order of 0 3 to 0 4 for prices in the short term electricity consumption is rather inelastic mostly affected by weather fluctuations granger causality tests confirm exogeneity of electricity prices and bidirectional causality between residential electricity consumption and private income the commercial sector is less elastic and reverts faster to equilibrium than the residential sector despite the relatively small sample size results reported here are quite robust and can be used for forecasts and policy analyses

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

the role of renewable energy consumption in economic growth evidence from asymmetric causality abstract this paper investigates the causality among economic growth renewable energy consumption capital and labor for new eu member countries for the period of 1990 2009 by using asymmetric causality test approach and autoregressive distributed lag ardl approach the empirical results support that renewable energy consumption has positive impacts on economic growth for all investigated countries but only for bulgaria estonia poland and slovenia there is statistically significant impact on economic growth has found and also supports neutrality hypothesis for cyprus estonia hungary poland and slovenia while the conservation hypothesis is present for czech republic the fact that there is a causal relationship from economic growth to renewable energy consumption and the growth hypothesis is supported for bulgaria referring to causality from energy consumption to economic growth

analyzing the effects of energy action plans on electricity consumption in covenant of mayors signatory municipalities in andalusia permitted deposit due to funding body institutional and governmental policy or mandate may be required to comply with embargo periods of 12 months to 48 months

strategic interactions between channel structure and demand enhancing services in this paper we investigate how opportunities to invest in demand enhancing services for a product line affect the interactions between a manufacturer and her dealer many demand enhancing services e g after sales support warranty repair etc can be provided either by the manufacturer or they can be delegated to the dealer we first show that when a manufacturer retains control of such services the dealer will have an incentive to choose a decentralized organizational structure as a means of committing to non product line pricing since this will encourage the manufacturer to invest more in demand enhancing services we then consider a game that is played between the manufacturer and the dealer in which the dealer chooses between centralized product line pricing or decentralized non product line pricing operations and the manufacturer chooses between insourcing the services i e providing them herself or outsourcing them to the dealer we find that the equilibrium depends on which if any channel partner has the ability to act as a stackelberg leader if the dealer can move first then the equilibrium will always be outsourced services and centralized dealer operations however if either the manufacturer moves first or if neither partner can move first then the equilibrium can be either insourced services and decentralized dealer operations or outsourced service and centralized dealer operations

regional differences in the dynamic linkage between co2 emissions sectoral output and economic growth environmental degradation measured by co2 emissions is a significant challenge to sustainable economic development owing to significant differences in the empirical relationship between the economic growth and co2 emissions and policies adopted by different countries to overcome the challenge are not decisive this study aims to generalize our knowledge about the relationship between co2 emissions per capita and economic growth across the world for 1980 2009 periods besides it explores whether the transformation of different economies e g agrarian to industrial and industrial to sophisticated service economy over the past few decades yielded any significant positive impact towards sustainable economic development by reducing the level of co2 emission empirical results suggest that i except for high income countries environmental kuznets curve ekc is a general phenomenon across the world and ii the transformation of different economies towards a service economy has produced more pollution in high income countries and less pollution in low and middle income countries

renewable energy consumption and growth in eurasia this study examines the causal relationship between renewable energy consumption and economic growth for 13 countries within eurasia over the period 1992 2007 within a multivariate panel data framework the heterogeneous panel cointegration test reveals a long run equilibrium relationship exists between real gdp renewable energy consumption real gross fixed capital formation and labor force the results from the error correction models indicate bidirectional causality between renewable energy consumption and economic growth in both the short run and long run thus the empirical findings lend support for the feedback hypothesis of the interdependent relationship between renewable energy consumption and economic growth

co2 emissions energy consumption and output in france abstract this paper examines the dynamic causal relationships between pollutant emissions energy consumption and output for france using cointegration and vector error correction modelling techniques we argue that these variables are strongly inter related and therefore their relationship must be examined using an integrated framework the results provide evidence for the existence of a fairly robust long run relationship between these variables for the period 1960 2000 the causality results support the argument that economic growth exerts a causal influence on growth of energy use and growth of pollution in the long run the results also point to a uni directional causality running from growth of energy use to output growth in the short run

energy consumption and gdp in turkey is there a co integration relationship energy consumption and gdp are expected to grow by 5 9 and 7 annually until 2025 in turkey this paper tries to unfold the linkage between energy consumption and gdp by undertaking a co integration analysis for turkey with annual data over the period 1970 2003 the analysis shows that energy consumption and gdp are co integrated this means that there is a possibly bi directional causality relationship between the two we establish that there is a unidirectional causality running from gdp to energy consumption indicating that energy saving would not harm economic growth in turkey in addition we find that energy consumption keeps on growing as long as the economy grows in turkey

remittance behaviour of forced migrants in post apartheid south africa this paper looks at the determinants of south south remittances an original dataset of african migrants living in johannesburg is used as south africa attracts both economic and forced migrants we focus on the impact of the reason of emigration violence versus economic concerns on migrants remittance behaviour on the extensive margin the results show that leaving a home country for reasons of violence decreases the probability of remitting to the home country on the intensive margin transferred amounts do not differ according to whether the migrant was forced to migrate or not when the migrant has decided to remit it is more his her current conditions in the host country and traditional factors income education sex etc that determine the amounts transferred our results are robust when restricting the definition of forced migration

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

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

the causal relationship between renewable electricity generation and gdp growth a study of energy sources abstract this paper examines the causal relationship between economic growth and electricity generation from renewable sources biomass geothermal hydroelectric solar waste and wind across 20 oecd countries over 1990 to 2008 the results from a commonly used panel error correction model find a a bidirectional relationship between aggregate renewable generation and real gdp b biomass hydroelectricity waste and wind energy exhibit a positive long run relationship with gdp c hydroelectricity and waste generation exhibit a short run positive bidirectional relationship with gdp growth and d biomass hydroelectric and waste electricity generation have the largest impact on real gdp in the long run we extend the analysis to consider the possibility of structural breaks and cross sectional dependence accounting for cross sectional dependence we find that in the short run increases in biomass and waste generation negatively affect gdp while aggregate renewable and hydroelectricity increase gdp energy conservation policies will positively impact gdp if the policies cause decreases in biomass or waste energy but increase hydroelectricity and wind energy