the merit order effect of wind and photovoltaic electricity generation in germany 2008 2016 estimation and distributional implications abstract generation from renewable energy sources in germany has experienced a considerable uptake in recent years mainly responsible for this development is the german renewable energy sources act erneuerbare energien gesetz eeg this paper considers redistributive implications of the eeg for different electricity consumers using time series regression analysis we show that electricity generation by wind and pv has reduced spot market prices considerably by 6 mwh in 2010 rising to 10 mwh in 2012 we use these results to build a near term forecasting tool for merit order effects projected to reach 14 16 mwh in 2016 on the other hand the costs of the eeg are passed forward to consumers in the form of a surcharge our findings highlight significant redistributive transfers under the current design of the eeg in particular some energy intensive industries are benefiting from lower wholesale electricity prices whilst being largely exempted from contributing to the costs of the scheme we also highlight implications of our results for other areas for reform of the eeg such as adequate remuneration mechanisms that ensure efficient operation and investment decisions are made under the scheme more generally these findings suggest that policy makers need to integrate distributional assessments into policy design and implementation

looking for hysteresis in coal consumption in the us abstract this paper estimates an unobserved components model to explore coal consumption in the usa we ask whether coal consumption exhibits hysteresis defined as a dynamic structure in which the cyclical component of coal consumption has permanent effects on the natural component in contrast to previous analysis we provide evidence in favor of hysteresis in coal consumption by using the nonlinear framework proposed recently by perez alonso and di sanzo 13 in which threshold type nonlinearities are introduced by allowing past cyclical consumption to have a different impact on the natural component depending on the regime the article discusses implications of the findings for energy conservation policies

energy consumption and gdp in developing countries a cointegrated panel analysis in this paper we re investigate the co movement and the causality relationship between energy consumption and gdp in 18 developing countries using data for the period 1975 to 2001 recently developed tests for the panel unit root heterogeneous panel cointegration and panel based error correction models are employed the empirical results provide clear support of a long run cointegration relationship after allowing for the heterogeneous country effect the long run relationship is estimated using a full modified ols the evidence shows that long run and short run causalities run from energy consumption to gdp but not vice versa this result indicates that energy conservation may harm economic growth in developing countries regardless of being transitory or permanent

energy consumption at business cycle horizons the case of the united states in this paper we propose a simple extension to a keynesian type macro model by augmenting it with energy consumption we show the relationship between energy consumption and output in a macroeconomic setting and ask the question do permanent shocks dominate changes in energy consumption and output at business cycle horizons for the united states to achieve the goal of this paper we undertake a variance decomposition analysis of shocks based on a common trend and common cycle framework within a vector error correction model our main finding is that permanent shocks explain the bulk of the variations in energy consumption and output at business cycle horizons for the united states

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

short and long run demand for energy in mexico a cointegration approach abstract the objective of this paper is to estimate the demands for the different types of energy consumption for the mexican economy over the period 1965 2001 these demands are modeled as a function of output and the own real price the johansen j econ dynamics control 12 1988 231 procedure and the likelihood ratio tests indicate the existence of long run and stable relationships between each type of energy demand and income with the exception of the industrial sector where the cointegrating vector also includes the relative prices the weak exogeneity tests indicate that energy consumption and income do not reject the null hypothesis of weak exogeneity when relative prices are weak exogenous the final econometric models show that relative prices in the short run are relevant in all cases with the exception of the residential sector these results indicate that in mexico the demand for energy is fundamentally driven by income and that the effect of the relative prices is basically concentrated on the short run with the exception of the industrial sector which also shows a long term price impact the strong dependence of energy consumption with respect to income and the price inelastic response indicates that it is necessary to introduce strong measures to decouple energy consumption from output in order to obtain sustainable economic growth in mexico

market motives distinctive capabilities and domestic inertia a hybrid model of innovation generation the authors develop and test a model of innovation in which the generative process of innovation is fostered by a balance of three forces market motives distinctive capabilities and domestic ine

energy consumption real income and temporal causality results from a multi country study based on cointegration and error correction modelling techniques abstract unlike previous studies on the causal relationship between energy consumption and economic growth this paper illustrates how the finding of cointegration i e long term equilibrium relationship between these variables may be used in testing granger causality based on the most recent johansen s multivariate cointegration tests preceded by various unit root or non stationarity tests we test for cointegration between total energy consumption and real income of six asian economies india pakistan malaysia singapore indonesia and the philippines non rejection of cointegration between variables rules out granger non causality and imples at least one way of granger causality either unidirectional or bidirectionial secondly by using a dynamic vector error correction model we then analyse the direction of granger causation and hence the within sample granger exogeneity or endogeneity of each of the variables thirdly the relative strength of the causality is gauged through the dynamic variance decomposition technique by decomposing the total impact of an unanticipated shock to each of the variables beyond the sample period into proportions attributable to shocks in the other variables including its own in the bivariate system results based on these tools of methodology indicate that while all pair wise relationships shared common univariate integrational properties only relationships for three countries india pakistan and indonesia were cointegrated for these countries temporal causality results were mixed with unidirectional causality from energy to income for india exactly the reverse for indonesia and mutual causality for pakistan the vdcs were not inconsistent with these results and provided us with an additional insight as to the relatively more dominant direction of causation in pakistan simple bivariate vector autoregressive models for the three non cointegrated systems did not indicate any direction of causality significantly in either direction

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

household energy consumption versus income and relative standard of living a panel approach our fundamental premise is that energy consumption at the household level is a key indicator of standard of living we employ state of the art panel cointegration techniques to evaluate the nature of the relationship between income measures and energy consumption measures for seven east indian ocean countries the general finding is that income and household electricity consumption are not cointegrated given this finding we conclude that standard of living measures that rely on income measures and do not include household level energy consumption information will necessarily miss important indications of both levels and changes of standard of living

the relationship between energy and production evidence from turkish manufacturing industry this paper investigates the relationship between energy and production at the industry level in an emerging market turkey in a multivariate framework the electricity consumption and value added relation is examined in the turkish manufacturing industry while also accounting for labor and fixed investment we find that labor fixed investment electricity consumption and value added are related via three cointegrating vectors the vec results indicate uni directional causality running from electricity consumption to value added generalized impulse response and variance decomposition analyses confirm these results thus energy input appears to be closely related to production hence energy saving technologies and increased energy efficiency may increase the growth in manufacturing value added

are shocks to disaggregated energy consumption in malaysia permanent or temporary evidence from lm unit root tests with structural breaks abstract the objective of this paper is to examine whether energy consumption in malaysia disaggregated by sector and type is stationary or contains a unit root to realize our objective we apply the lagrange multiplier lm family of unit root tests with up to two structural breaks depending on the decision rule for selecting between results in the no break one break and two break cases we find that energy consumption is stationary for between 50 per cent and 70 per cent of the disaggregated energy series and between 25 per cent and 50 per cent of sectors implications for the malaysian government s attempts to reduce fossil fuel consumption are discussed

an investigation of co integration and causality between energy consumption and economic activity in taiwan applying hsiao a version of the granger causality method this paper examines the causality between energy and gnp and energy and employment by applying recently developed techniques of co integration and hsiao s version of the granger causality to taiwanese data for the 1955 1993 period the phillips perron tests reveal that the series with the exception of gnp are not stationary and therefore differencing is performed to secure stationarity the study finds causality running from gdp to energy consumption without feedback in taiwan it is also found that causality runs from gdp to energy but not vice versa

modelling weather effects for impact analysis of residential time of use electricity pricing abstract analyzing the impact of pricing policies such as time of use tou is challenging in the presence of confounding factors such as weather motivated by a lack of consensus and model selection details in prior work we present a methodology for modelling the effect of weather on residential electricity demand the best model is selected according to explanatory power out of sample prediction accuracy goodness of fit and interpretability we then evaluate the effect of mandatory tou pricing in a local distribution company in southwestern ontario canada we use a smart meter dataset of over 20 000 households which is particularly suited to our analysis it contains data from the summer before and after the implementation of tou pricing in november 2011 and all customers transitioned from tiered rates to tou rates at the same time we find that during the summer rate season tou pricing results in electricity conservation across all price periods the average demand change during on peak and mid peak periods is 2 6 and 2 4 respectively changes during off peak periods are not statistically significant these tou pricing effects are less pronounced compared to previous studies underscoring the need for clear reproducible impact analyses which include full details about the model selection process

the overvaluation of purchasing power parity abstract recent panel studies of purchasing power parity have reported strong evidence of mean reversion in real exchange rates however these studies fail to control for cross sectional dependence in the data this failure has dramatic consequences raising the significance level of tests with a nominal size of 5 percent to as much as 50 percent it is shown in this paper that controlling for cross sectional dependence no evidence against the random walk null can be found in panels of up to 64 real exchange rates this finding cannot be attributed to low power as there is ample power in panels of this size to reject the unit root null

electricity prices large scale renewable integration and policy implications abstract this paper investigates the effects of intermittent solar and wind power generation on electricity price formation in germany we use daily data from 2010 to 2015 a period with profound modifications in the german electricity market the most notable being the rapid integration of photovoltaic and wind power sources as well as the phasing out of nuclear energy in the context of a garch in mean model we show that both solar and wind power granger cause electricity prices that solar power generation reduces the volatility of electricity prices by scaling down the use of peak load power plants and that wind power generation increases the volatility of electricity prices by challenging electricity market flexibility

forecasting day ahead electricity prices utilizing hourly prices abstract the daily average price of electricity represents the price of electricity to be delivered over the full next day and serves as a key reference price in the electricity market it is an aggregate that equals the average of hourly prices for delivery during each of the 24 individual hours this paper demonstrates that the disaggregated hourly prices contain useful predictive information for the daily average price in the nord pool market multivariate models for the full panel of hourly prices significantly outperform univariate models of the daily average price with reductions in root mean squared error of up to 16 substantial care is required in order to achieve these forecast improvements rich multivariate models are needed to exploit the relations between different hourly prices but the risk of overfitting must be mitigated by using dimension reduction techniques shrinkage and forecast combinations

effect of stopping hydroelectric power generation on the dynamics of electricity prices an event study approach abstract supply shocks in electricity markets that disrupt energy production cause unexpected spikes in prices which in turn have economic consequences such as higher risk and therefore higher costs and losses for producers and consumers of electricity one relevant shock in this sector is the halting of hydroelectric power generation due to the freezing of water reservoirs after the temperature drops below zero degrees celsius and therefore less efficient technologies such as thermal plants must begin to produce electricity using an event study approach this shock in the nord pool market is explicitly identified and the economic importance of expanding the interconnected market and the inclusion of more renewable sources in the generation mix of the system to smooth out price spikes is quantified when a freezing event occurs it is found that the average electricity prices increase between 1 and 6 and that the negative relationship between temperature and prices also increases for each degree that the temperature decreases prices increase between 1 and 3 however as expected these changes are more pronounced in countries that are most dependent on hydropower generation by identifying this supply shock relevant insights are presented for market players such as policy makers investors and consumers and producers whose decisions are influenced by the effect of temperature particularly when it causes the stopping of hydroelectric plants

drivers of electricity price dynamics comparative analysis of spot and futures markets abstract against the backdrop of numerous evidence that variable renewable generation decreases electricity prices and increases price volatility this paper assesses the drivers of electricity prices in spot and futures markets focusing on the german electricity markets we take into account nonlinearities in electricity prices by means of structural breaks and threshold regressions we find that short run and medium long run price drivers differ and more importantly that they vary over time in the case of the spot market the determinants of prices are renewable infeed and electricity demand while in the futures market the main drivers are natural gas coal and carbon prices our results give relevant insights for market participants who seek to optimize procurement selling strategies in the spot market and use the futures market to hedge against spot price volatility which has increased due to a higher renewable generation

the energy growth nexus reconsidered persistence and causality abstract this article applies a recent econometric framework to the analysis of the relationship between energy consumption and economic growth in the us which allows a joint study of causality and persistence we provide evidence suggesting a nonlinear relationship with a structural break in the most recent regime we find that gdp causes energy consumption and vice versa furthermore both series show persistence i e cyclical and natural components do not evolve independently thus policies oriented to the reduction of energy consumption could constrain economic growth and policy shocks can have permanent effects

renewable generation and electricity prices taking stock and new evidence for germany and austria abstract economic theory predicts that the increase of renewable electricity production should reduce the price of electricity in the short run which is also known as the merit order effect although the merit order effect is only one of several consequences of renewable production on the electricity system it is crucial to determine its size for the economic evaluation of renewable energies in this paper we present a comprehensive overview of relevant past research results on the price effect of renewables additionally we conduct a new empirical analysis of the price effect of renewable production for the austrian german region a market that clearly qualifies for a merit order effect analysis given its characteristics based on the review and our own analysis we show that the merit order effect varies depending on the region and the assessment method chosen we also find that the size of this effect is less dispersed throughout different markets than previously suggested by the literature

the danish green certificate system some simple analytical results we formulate a simple static equilibrium model for the electricity market taking account of both green certificates and co2 emission permits the objective is to investigate the relationship between these markets under the existence of upper and lower price bounds on the green certificates both in the short and in the long run we perform various comparative static changes of the parameters of the model and study how these affect the endogenous variables of the model as well as producers and consumers surplus we also investigate the effects of imports and exports of electricity several comparative static results are derived and in particular it is shown that harsher co2 emission constraints and increased import wholesale price both may lead to reduced capacity of green electricity

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

energy production in brazil empirical facts based on persistence seasonality and breaks abstract this paper investigates the statistical properties of the production of energy in brazil using long range dependence techniques in monthly data from january 2000 to february 2013 two important features of the data are analyzed in particular its degree of persistence and seasonality the results indicate first that seasonality is an essential issue in modeling the persistence in energy production also the persistence itself measured in terms of the differencing parameter is relevant with orders of integration in the series found to be positive though smaller than 1 and thus implying mean reversion a single structural break is also found in two of the series policy implications of the results obtained are also derived

on the market impact of wind energy forecasts this paper presents an analysis of how day ahead electricity spot prices are affected by day ahead wind power forecasts demonstration of this relationship is given as a test case for the western danish price area of the nord pool s elspot market impact on the average price behaviour is investigated as well as that on the distributional properties of the price by using a non parametric regression model to assess the effects of wind power forecasts on the average behaviour the non linearities and time variations in the relationship are captured well and the effects are shown to be quite substantial furthermore by evaluating the distributional properties of the spot prices under different scenarios the impact of the wind power forecasts on the price distribution is proved to be considerable the conditional price distribution is moreover shown to be non gaussian this implies that forecasting models for electricity spot prices for which parameters are estimated by a least squares techniques will not have gaussian residuals hence the widespread assumption of gaussian residuals from electricity spot price models is shown to be inadequate for these model types the revealed effects are likely to be observable and qualitatively similar in other day ahead electricity markets significantly penetrated by wind power

the effect of climate change on electricity expenditures in massachusetts abstract climate change affects consumer expenditures by altering the consumption of and price for electricity previous analyses focus solely on the former which implicitly assumes that climate induced changes in consumption do not affect price but this assumption is untenable because a shift in demand alters quantity and price at equilibrium here we present the first empirical estimates for the effect of climate change on electricity prices translated through the merit order dispatch of existing capacity for generating electricity climate induced changes in daily and monthly patterns of electricity consumption cause non linear changes in electricity prices a 2 c increase in global mean temperature increases the prices for and consumption of electricity in massachusetts usa such that the average household s annual expenditures on electricity increase by about 12 commercial customers incur a 9 increase these increases are caused largely by higher prices for electricity whose impacts on expenditures are 1 3 and 3 6 fold larger than changes in residential and commercial consumption respectively this suggests that previous empirical studies understate the effects of climate change on electricity expenditures and that policy may be needed to ensure that the market generates investments in peaking capacity to satisfy climate driven changes in summer time consumption

the estimation of barone curves based on the iwai model abstract based on the evolutionary model of iwai the authors show that the supply curve of barone can be interpreted as an outcome of the dynamic process of schumpeterian competition by using empirically given distributions of profits the barone curve can be estimated significantly for different industries of the federal republic of germany in this respect the paper at hand not only provides a strong argument for the validity of the iwai model but also gives important insights into the individual forces of schumpeterian competition and their impact on the market structures in an economy

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

dynamic analysis of the german day ahead electricity spot market abstract this paper analyzes the dynamic behavior of day ahead spot prices in the german electricity spot market due to positive structural shocks in wind and solar power it uses a dynamic structural vector autoregressive model to estimate the related structural impulse response functions the estimates suggest that wind power shocks have a more prolonged negative effect on spot prices than solar power shocks significant autocorrelations of wind power for larger lags indicate these results the total negative merit order effect of a solar power shock is larger when using a reasonable model specification one reason might be that solar power shocks coincide with demand peaks however results regarding the relation of the effects of wind and solar should be dealt with carefully because these results do not hold for all specifications past static estimates show differences in the total average negative merit order effects these estimates might be overstated if wind and solar power dynamics are transferred to the merit order effects

long run relations in european electricity prices this paper analyses the interdependencies existing in wholesale electricity prices in six major european countries the results of a robust multivariate long run dynamic analysis reveal the presence of four highly integrated central european markets france germany the netherlands and austria the trend shared by these four electricity markets appears to be common also to gas prices but not to oil prices the existence of a common long term dynamics among electricity prices and between electricity prices and gas prices can be explained by the similarity of the market design across europe and by the same marginal generation technology since standard unit root and cointegration tests are not robust to the peculiar characteristics of electricity prices time series we also develop a battery of robust inference procedures that should assure the reliability of our results copyright 2009 john wiley sons ltd

is energy consumption per capita broken stationary new evidence from regional based panels abstract for the first time a new panel unit root testing procedure developed by 51 carrion i silvestre et al 2005 breaking the panels an application to gdp per capita econometrics journal 8 159 175 is applied to re investigate the stationarity of energy consumption per capita for 7 regional panel sets covering the 1971 2002 period with structural breaks and cross sectional correlations introduced into the model it becomes clear that all regional based panels of energy consumption per capita are stationary the structural breakpoints identify the likely causes of major changes in energy consumption in the past the findings underscore the importance of accounting for exogenous shocks to a series and offer several important implications for policy makers and energy economists

schumpeterian dynamics an evolutionary model of innovation and imitation abstract this paper develops a simple evolutionary model of innovation and imitation it analyzes how dynamic interactions between equilibrating force of imitation and disequilibrating force of innovation mold the evolutionary pattern of an industry s state of technology and shows that in this schumpeterian world the industry will never approach a neoclassical equilibrium with perfect knowlwdge even in the long run the paper also examines the steady state efficiency distribution of firms that characterizes the industry s long run and obtains some comparative dynamics results

interactions between the power and green certificate markets abstract the current trend of liberalising the power markets is combined with ambitious deployment plans for power production based on renewable energy supplies a new policy scheme to ensure this extension has been developed in the form of a green certificate system with a politically determined target of deployment in such a system producers of renewably based electricity receive tradable certificates in proportion to the electricity they produce the producer can thereby sell these certificates and receive additional revenue apart from the power price this paper studies the price and consumption effects of such a system with a simple model we show that the effects are ambiguous this ambiguity is caused by the interaction between the two markets therefore the green certificate system is difficult to manage if the state has parallel energy targets such as a desired deployment of renewably based energy and a stabilisation or reduction of the energy consumption in addition this complicates the regulation through a deployment target of renewably based power production as the regulator has to be aware of the different effects which follow a specific target until now these effects have not been considered in the analyses of the green certificate system when introducing the system even though it might have considerable consequences for the success of the system

optimal diversity increasing returns versus recombinant innovation abstract choices regarding diversity play an important role in economics and innovation management but often remain implicit once made explicit the objectives of efficiency and diversity are usually posed as in conflict as efficiency relates positively and diversity negatively to various increasing returns to scale in markets such a perspective however neglects the benefits of diversity in terms of realizing system improvements through recombinant innovation or spillovers the latter implies a contribution of diversity to long term efficiency dominant economic approaches that address diversity such as option value and real options theories regard benefits of diversity as exogenous this paper proposes a simple model of variable endogenous diversity to analyse the optimal balance between increasing returns to scale and recombinant innovation it is discussed under which conditions one of four solutions is optimal complete specialization regardless of which option complete specialization in one specific option symmetric diversity perfect balance and asymmetric diversity the results give rise to a number of policy insights

beyond replicator dynamics innovation selection dynamics and optimal diversity we propose a new evolutionary approach to model technological change based on an extension of replicator dynamics with recombination and mutation it gives rise to interactive innovation selection dynamics the model allows studying the combined effects of selection and variety generation on evolutionary economic change the developed framework describes a population of boundedly rational entrepreneurs who decide each period on the allocation of investments in different production technologies they tend to invest in belowaverage cost technologies just as under replicator dynamics in addition they spend a constant fraction of investments captured by mutation and recombination rates on alternative technologies and research on recombinant innovation as opposed to most previous studies mutation and recombination are here conceptual variables with a concrete behavioral interpretation namely describing the decision rules heuristics of investors we compare the dynamics of shares of investments in various technologies for three cases with constant costs of capital with costs decreasing steadily and exogenously over time and with costs depending on the level of cumulative investments for each model version we examine under which conditions the coexistence of technological options is feasible and optimal in terms of minimising the average cost of investments authors abstract

is shapley cost sharing optimal abstract a general approach to the design of budget balanced cost sharing mechanisms is to use the shapley value applied to the given cost function to define payments from the players to the mechanism is the corresponding shapley value mechanism optimal in some sense we consider the objective of minimizing worst case inefficiency subject to a revenue constraint and prove results in three different regimes first for the public excludable good problem the shapley value mechanism minimizes the worst case efficiency loss over all truthful deterministic and budget balanced mechanisms that satisfy equal treatment second even with randomization and approximate budget balance allowed and dropping equal treatment the worst case efficiency loss of the shapley value mechanism is within a constant factor of the minimum possible third for no deficit mechanisms we prove a general positive result for every monotone cost function a suitable blend of the vcg and shapley value mechanisms is no deficit and enjoys good approximate efficiency guarantees

finance innovation and industrial change abstract this paper investigates the impact financial structures upon industrial dynamics whenever the system is permanently characterized by unexploited opportunities for innovation highly bounded rationality and trial and error search processes in these circumstances it is argued specific financial set ups such as market based vs credit based mechanisms of allocation control and ownership transfer are likely to exert different influences on the rates and modes of industrial innovation relatedly one suggests some hypotheses on the links between financial systems and features of industrial evolution and some tentative taxonomies

the causal relationship between electricity consumption and economic growth in the asean countries abstract this paper investigates the causal relationship between electricity consumption and economic growth among the association of south east asian nations asean 4 members namely indonesia malaysia singapore and thailand using modern time series techniques for the period 1971 2002 the results indicate that there is a bi directional causality between electricity consumption and economic growth in malaysia and singapore this means that an increase in electricity consumption directly affects economic growth and that economic growth also stimulates further electricity consumption in the two countries however uni directional causality runs from economic growth to electricity consumption in indonesia and thailand without any feedback effect thus electricity conservation policies can be initiated without deteriorating economic side effects in the two countries

the merit order effect a detailed analysis of the price effect of renewable electricity generation on spot market prices in germany the german feed in support of electricity generation from renewable energy sources has led to high growth rates of the supported technologies critics state that the costs for consumers are too high an important aspect to be considered in the discussion is the price effect created by renewable electricity generation this paper seeks to analyse the impact of privileged renewable electricity generation on the electricity market in germany the central aspect to be analysed is the impact of renewable electricity generation on spot market prices the results generated by an agent based simulation platform indicate that the financial volume of the price reduction is considerable in the short run this gives rise to a distributional effect which creates savings for the demand side by reducing generator profits in the case of the year 2006 the volume of the merit order effect exceeds the volume of the net support payments for renewable electricity generation which have to be paid by consumers

energy consumption and economic activities in iran abstract the causal relationship between overall gdp industrial and agricultural value added and consumption of different kinds of energy are investigated using vector error correction model for the case of iran within 1967 2003 a long run unidirectional relationship from gdp to total energy and bidirectional relationship between gdp and gas as well as gdp and petroleum products consumption for the whole economy was discovered causality is running from value added to total energy electricity gas and petroleum products consumption and from gas consumption to value added in industrial sector the long run bidirectional relations hold between value added and total energy electricity and petroleum products consumption in the agricultural sector the short run causality runs from gdp to total energy and petroleum products consumption and also industrial value added to total energy and petroleum products consumption in this sector

long memory in us disaggregated petroleum consumption evidence from univariate and multivariate lm tests for fractional integration previous studies that have tested for a unit root in aggregate energy consumption have potentially reached misleading conclusions because they fail to allow for the possibility that energy consumption might be fractionally integrated and do not distinguish between different types of energy consumption this study tests for long memory in disaggregated petroleum consumption in the united states using univariate and multivariate lagrange multiplier lm tests for fractional integration the results point strongly to the need to distinguish between different forms of energy consumption and allow for a generalization of the i 0 i 1 dichotomy when considering the order of integration of energy consumption allowing for short run dynamics the univariate test suggests that less than 50 of the series are fractionally integrated consistent with expectations the non stationary series are found to have the highest mean and standard deviation the multivariate test suggests that petroleum consumption in the commercial and industrial sectors is clearly fractionally integrated when allowing for short run dynamics and as such exhibits persistent effects while petroleum consumption in the residential sector is a stationary process

imitation costs and patents an empirical study it has long been recognised that the costs of imitating new products have an important effect on the incentives for innovation in a market economy as arrow i962 and others have pointed out if firms can imitate an innovation at a cost that is substantially below the cost to the innovator of developing the innovation there may be little or no incentive for the innovator to carry out the innovation in their discussions of the innovation process economists frequently have called attention to the major role played by the costs of imitation but there has been little or no attempt to measure these costs to test various hypotheses concerning the factors influencing them or to estimate their effects in this paper we report some findings of what seems to be the first study of this topic in addition we present data regarding the effects of patents on imitation costs and on the rate of innovation

the impact of renewables on electricity prices in germany an update for the years 2014 2018 abstract increasing electricity prices for private consumers manifested the idea of price boosting renewable energy sources in germany s public opinion literature however widely concurs that wind and photovoltaics have a reducing effect on spot market electricity prices the underlying merit order effect led to historically low exchange prices in the past years to quantify this effect this study analyses historic demand and supply curves from the german day ahead market to reconstruct electricity prices without the feed in of wind and photovoltaics from 2014 to 2018 results show that renewable energy sources considerably reduced electricity prices by between 2 89 ct kwh in 2014 to 8 89 ct kwh in 2017 this allowed german end consumers to save a total of 40 billion from 2014 to 2018 additionally wind and pv contributed significantly to security of supply demand could not have been met by domestic conventional and nuclear generation capacities in up to 424 hours in 2018 the study highlights the necessity to further speed up the expansion of wind and photovoltaics

group strategyproof cost sharing the role of indifferences every agent reports his willingness to pay for one unit of a good a mechanism allocates goods and cost shares to some agents we characterize the group strategyproof gsp mechanisms under two alternative continuity conditions interpreted as tie breaking rules with the maximalist rule max an indifferent agent is always served with the minimalist rule min an indifferent agent does not get a unit of the good gsp and max characterize the cross monotonic mechanisms these mechanisms are appropriate whenever symmetry is required on the other hand gsp and min characterize the sequential mechanisms these mechanisms are appropriate whenever there is scarcity of the good our results are independent of an underlying cost function they unify and strengthen earlier results for particular classes of cost functions

technological change and market structure an evolutionary approach this paper studies an inter temporal market context in which firms innovate imitate and compete in quantities and technological choices each period potential entrants enter if there are profitable opportunities incumbent firms exit when they go bankrupt the key aspect of the model is that technological change evolves along a directed graph this graph reflects both the direction of technological change and the magnitude of costs involved in switching technologies in this set up my main concern is to explore the implications of different technological structures on entry exit dynamics and on the evolution of market characteristics market concentration profitability variance etc

are shocks to energy consumption permanent or temporary evidence from 182 countries this article applies univariate and panel data unit root tests to annual panel data for 182 countries over the period 1979 2000 to examine the stationarity properties of per capita energy consumption the univariate unit root test can only reject the unit root null for 56 countries or 31 of the sample at the 10 level or better however univariate unit root tests have low power with short spans of data and therefore failure to reject the unit root null should be treated with caution when we apply the panel data unit root test we find overwhelming evidence that energy consumption is stationary we discuss the policy implications of these findings and offer suggestions for future research

modularity and greed in double auctions abstract designing double auctions is a complex problem especially when there are restrictions on the sets of buyers and sellers that may trade with one another the goal of this paper is to develop a modular approach to the design of double auctions by relating it to the exhaustively studied problem of designing one sided mechanisms with a single seller or alternatively a single buyer we consider several desirable properties of a double auction feasibility dominant strategy incentive compatibility the still stronger incentive constraints offered by a deferred acceptance implementation exact and approximate welfare maximization and budget balance for each of these properties we identify sufficient conditions on two one sided algorithms one for ranking the buyers one for ranking the sellers and on a method for their composition into trading pairs which guarantee the desired property of the double auction our framework also offers new insights into classic double auction designs such as the vcg and mcafee auctions with unit demand buyers and unit supply sellers

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

an ex post analysis of the effect of renewables and cogeneration on spanish electricity prices abstract growing concerns about climate change and energy dependence are driving specific policies to support renewable or more efficient energy sources such as cogeneration in many regions particularly in the production of electricity these policies have a non negligible cost and therefore a careful assessment of their impacts seems necessary in particular one of the most debated impacts is their effect on electricity prices for which there have been some ex ante studies but few ex post studies this article presents a full ex post empirical analysis by looking at use of technologies and hourly electricity prices for 2005 2009 in spain to study the effects that the introduction of renewable electricity and cogeneration has had on wholesale electricity prices it is particularly interesting to perform this study in spain where an active system of public support to renewables and cogeneration has led to a considerable expansion of these energy sources and electricity pricing is at the center of intense debate the paper reports that a marginal increase of 1 gwh of electricity production using renewables and cogeneration is associated with a reduction of almost 2 per mwh in electricity prices around 4 of the average price for the analyzed period

evolutionary modelling of the macro economic impacts of catastrophic flood events this paper examines the possible contribution of evolutionary economics to macro economic modelling of flood impacts to provide guidance for future economic risk modelling most macro economic models start from a neoclassical economic perspective and focus on equilibrium outcomes either in a static or dynamic way and describe economic processes at a high level of aggregation as a consequence they typically fail to account for the complexity of social interactions and other behavioural responses of consumers and producers to disasters which may affect the macroeconomic impacts of floods employing evolutionary principles and methods such as agent based modelling may help to address some of the shortcomings of current macro economic models we explore and discuss the implications of applying consumer and producer heterogeneity bounded rationality network effects social and technological learning co evolution and adaptive policy making concepts into existing economic frameworks for the assessment of macro economic impacts of floods authors abstract

the effect of wind and solar power forecasts on day ahead and intraday electricity prices in germany abstract this study analyzes the effects of wind and solar power generation forecasts on electricity prices converse to the existing empirical literature in this area we apply a panel data analysis to control for endogeneity due to unobserved heterogeneity we use a dataset with 24 daily observations of day ahead and intraday prices from 2010 to 2016 and we apply a fixed effects regression under consideration of robust driscoll kraay standard errors a noteworthy element of the regression model is the simulation based design of a variable indicating the power generation technology that is price determining at a certain point in time in this context we differentiate between the fuel types coal gas and others to model the nonlinear price behavior for a varying demand for 2016 we find price dampening effects of both wind and solar power of approximately 0 6 mwh per additional gwh of feed in along with the rapidly increasing shares of wind and solar power of the total power generation during the last years their price dampening effect has declined since 2013 due to a drop in fuel prices another finding is that a reduction in forecasting errors on the power generation from wind and solar and smoothing of the cyclical demand would lead to a decreased price volatility

market structure and innovation a survey economics we all recite deals with allocation of limited resources towards satisfaction of unlimited wants resources are typically identified as land labor and capital plus a technology that determines their transformation into consumer goods disparity between the available goods and services and the desired gives rise to scarcity and the question of what how and for whom to produce the focus then shifts to description and evaluation of alternative resource allocation mechanisms for making the choices the pareto criterion by which an allocation of resources is deemed efficient if any reallocation improving the position of some individual worsens the position of others is a commonly employed gauge of a mechanism s performance in the absence of externalities increasing returns to scale and uncertainty a perfectly competitive market system yields a pareto optimal allocation of resources this underlies the view that individual self interest is compatible with society s interest the further conclusion that pareto optimality may not be achieved via the market system in the presence of monopoly elements provides an economic rationale for antitrust laws the objective of a resource allocation mechanism appears to be according to the analysis described above to make the best of available resources the alternative objective of relaxing constraints through expanding the resource base or developing new technology seems to be beyond its scope thus until rather recently technical advance had been regarded in the mainstream of economic theory as unmotivated by the quest for profits and substantially unaffected by resource allocation instead as j schmookler observed technology had been viewed as a parameter like the weather affecting the outcome of resource allocations but itself unaffected by them 84 1965 evidence that technological progress has significantly contributed to growth in productivity together with a substantial increase in research and development activity largely financed by government and carried out by industry see f machlup 51 1962 may have spurred reconsideration of this view once technical advance is regarded as an economic variable it is natural to in

on the importance of the long term seasonal component in day ahead electricity price forecasting abstract in day ahead electricity price forecasting epf the daily and weekly seasonalities are always taken into account but the long term seasonal component ltsc is believed to add unnecessary complexity to the already parameter rich models and is generally ignored conducting an extensive empirical study involving state of the art time series models we show that i decomposing a series of electricity prices into a ltsc and a stochastic component ii modeling them independently and iii combining their forecasts can bring contrary to a common belief an accuracy gain compared to an approach in which a given time series model is calibrated to the prices themselves

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

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

the purchasing power parity debate originally propounded by the 16th century scholars of the university of salamanca the concept of purchasing power parity ppp was revived in the interwar period in the context of the debate concerning the appropriate level at which to re establish international exchange rate parities broadly accepted as a long run equilibrium condition in the post war period it first was advocated as a short run equilibrium by many international economists in the first few years following the breakdown of the bretton woods system in the early 1970s and then increasingly came under attack on both theoretical and empirical grounds from the late 1970s to the mid 1990s accordingly over the last three decades a large literature has built up that examines how much the data deviated from theory and the fruits of this research have provided a deeper understanding of how well ppp applies in both the short run and the long run since the mid 1990s larger datasets and nonlinear econometric methods in particular have improved estimation as deviations narrowed between real exchange rates and ppp so did the gap narrow between theory and data and some degree of confidence in long run ppp began to emerge again in this respect the idea of long run ppp now enjoys perhaps its strongest support in more than 30 years a distinct reversion in economic thought

schumpeterian dynamics part ii technological progress firm growth and economic selection abstract business firms strive for survival and growth they innovate in order to grow they imitate in order to survive the purpose of this paper the second in the series on schumpeterian dynamics is to construct a simple mathematical model which is capable of studying the evolution of an industry s state of technology as a dynamic outcome of the interactions among innovation imitation and capacity growth at the micro level of firms the doctrine of economic selection insists by means of the analogy to the biological theory of natural selection that only the most efficient firms will survive the long run competitive struggle for capacity growth indeed if neither innovation nor imitation is possible for the firm a firm or a group of firms which is lucky enough to start with the most efficient technology will outgrow all the other firms in the long run once however the possibility of technological imitation is allowed for the firms the industry will settle down to a static equilibrium of perfect technological knowledge not by the success of the most efficient firms in their striving for the higher growth rate but by the success of the less efficient in their effort to imitate the others the blind force of economic selection is thus outwitted by the human force of imitative activities finally when firms are allowed to innovate in their technology the selective force of market competition is no longer capable of weeding out the less fit even in the long run indeed it is shown in the present paper that the dynamic interplay of the processes of innovation imitation and growth will keep the industry s state of technology from settling down to the static equilibrium but reproduce in the long run a relative dispersion of efficiencies across firms in a statistically balanced form

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

estimating temperature effects on the italian electricity market abstract this paper provides empirical evidence of the effects that weather conditions exert on the electricity market offering a new contribution to the understanding of hourly regional price formation in the day ahead market in italy the empirical estimation uses a new data set of hourly data on both market variables and temperature variables there is a vast body of literature on the effect of temperature on final consumers and on wholesale electricity market equilibrium however the influence of temperature on the behavior of the wholesale electricity market has not been studied at the hourly level a new econometric estimation shows some evidence of different effects of temperature and provides a more accurate estimation of the hourly prices forecasting out of sample performance of the model is satisfactory the present results have welfare improving policy implications because appropriate policy strategies can help public decision makers promote regulation such as issuing public weather alert and designing contingent plans to face extreme weather conditions which improves production efficiency network management and consumer saving behavior taking specific weather conditions into account

schumpeterian competition in experimental markets abstract we report on a series of laboratory experiments that capture key elements of research and development r d rivalry the experimental environment has a small number of sellers who compete in terms of pricing and production decisions and in terms of cost reducing r d rewards for innovation depend on the profitability of product market competition the experiments capture a kind of dynamic schumpeterian competition there is a sharp contrast in experimental results between monopolies and four seller competitive markets aggregate r d is higher under competition than under monopoly and prices follow marginal cost reductions much more quickly under competition than under monopoly the paper examines market performance in the experiments and the sources of market performance problems

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

will disruptions in opec oil supply have permanent impact on the global oil market abstract opec has long been a major stakeholder and strong player in the global energy market especially in the petroleum sub sector in recent time however there have been questions over the influence of opec in the sub sector due to changing petroleum production landscape specifically as a result of the discovery of unconventional energy resources in north america and emergence of non opec petroleum producing and exporting countries this development could have significant effect on the global energy market and the macro economy of opec member countries the stationarity or otherwise of opec oil production supply has important implications for determining whether fluctuations in opec market supply has temporary or permanent effect using the zivot andrews structural break stationarity test and production data of opec member countries from 1980 to 2011 this paper investigates whether fluctuations in opec market supply has temporary or permanent effect the empirical analysis shows that for only 5 opec members nigeria saudi arabia ecuador kuwait and uae is the hypothesis of unit root rejected this implies that for the five 5 opec members the effects of shocks to oil production are not permanent and future pattern of oil production can be predicted following past trend the practical implication of this finding is that opec production quota strategy may not have long term impact on the global oil market thus the cartel needs to improve oil production policy coordination among members and ensure strict adherence to production quota while also stressing the need for diversification in member countries

will initiatives to promote hydroelectricity consumption be effective evidence from univariate and panel lm unit root tests with structural breaks abstract this paper examines whether initiatives to promote hydroelectricity consumption are likely to be effective by applying univariate and panel lagrange multiplier lm unit root tests to hydroelectricity consumption in 55 countries over the period 1965 2011 we find that for the panel as well as about four fifths of individual countries that hydroelectricity consumption is stationary this result implies that shocks to hydroelectricity consumption in most countries will only result in temporary deviations from the long run growth path an important consequence of this finding is that initiatives designed to have permanent positive effects on hydroelectricity consumption such as large scale dam construction are unlikely to be effective in increasing the share of hydroelectricity relative to consumption of fossil fuels

beyond moulin mechanisms abstract the only known general technique for designing truthful and approximately budget balanced cost sharing mechanisms with good efficiency or computational complexity properties is due to moulin 1999 incremental cost sharing characterization by coalition strategy proofness soc choice welfare 16 2 279 320 for many fundamental cost sharing applications however moulin mechanisms provably suffer from poor budget balance poor economic efficiency or both we propose acyclic mechanisms a new framework for designing truthful and approximately budget balanced cost sharing mechanisms acyclic mechanisms strictly generalize moulin mechanisms and offer three important advantages first it is easier to design acyclic mechanisms than moulin mechanisms many classical primal dual algorithms naturally induce a non moulin acyclic mechanism with good performance guarantees second for important classes of cost sharing problems acyclic mechanisms have exponentially better budget balance and economic efficiency than moulin mechanisms finally while moulin mechanisms have found application primarily in binary demand games we extend acyclic mechanisms to general demand games a multi parameter setting in which each bidder can be allocated one of several levels of service