causalities between co2 electricity and other energy variables during phase i and phase ii of the eu ets the topic of this article is the analysis of the interplay between daily carbon electricity and gas price data with the european union emission trading system eu ets for co2 emissions in a first step we have performed granger causality tests for phase i of the eu ets january 2005 until december 2007 and the first year of phase ii of the eu ets 2008 the analysis includes both spot and forward markets given the close interactions between the two sets of markets the results show that during phase i coal and gas prices through the clean dark and spark spread impacted co2 futures prices which in return granger caused electricity prices during the first year of the phase ii the short run rent capture theory in which electricity prices granger cause co2 prices prevailed on the basis of the qualitative results of the granger causality tests we obtained the formulation testable equations for quantitative analysis standard ols regressions yielded statistically robust and theoretically coherent results

environmental efficiency evaluation of industry in china based on a new fixed sum undesirable output data envelopment analysis national natural science funds of china for innovative research groups 70821001 national natural science funds of china 70901069 71222106 71203186 research fund for the doctoral program of higher education of china 20133402110028 fundamental research funds for the central universities wk 2040150007 china scholarship council

review of environmental efficiency and its influencing factors in china 1998 2009 abstract improving environmental efficiency has been regarded as an objective requirement and an inevitable path to build a resource saving and environment friendly society in china the slacks based measurement sbm model with undesirable output is applied to measure the environmental efficiency of provinces in china from 1998 to 2009 then by the tobit model we can empirically test the impact of influencing factors on the environmental efficiency it demonstrates the low value of the environmental efficiency of each province with an essentially descending trend on the whole and the distinct differences between the environmental efficiency of those provinces besides gdp per capita dependent on foreign capital and trade environmental awareness and population density have obviously positive impacts on environmental efficiency and the proportion of the secondary industry in the gdp shows a significantly negative impact on the environmental efficiency

urban sustainability assessment of taiwan based on data envelopment analysis abstract the rapid process of urbanization brings forth growing concerns about the sustainability of cities this study adopts an extended urban metabolism framework to assess urban sustainability and utilizes a data envelopment analysis dea model with undesirable outputs that takes pollutions into account in order to measure the aggregate urban input output efficiency of taiwan s 22 administrative regions the model not only compares aggregate urban efficiency but also identifies which input or output item should be adjusted and what the target values are the results indicate that taipei city and lienchiang county are the most sustainable cities in taiwan this study also proposes several indices categorized as resource efficiency and pollution efficiency in terms of resource efficiency the findings present that taiwan needs to improve its electricity and water efficiencies the most with regard to pollution efficiency garbage efficiency performs the best finally industrial structure has a strong influence on resource efficiency and pollution efficiency

assessing regional eco efficiency from the perspective of resource environmental and economic performance in china a bootstrapping approach in global data envelopment analysis abstract eco efficiency has been receiving increasing attention across the world this paper proposes an extended data envelopment analysis model which combines global benchmark technology directional distance function and a bootstrapping approach to investigate the dynamic trends of regional eco efficiency in china from 2003 to 2014 moreover a developed slacks based measure is utilized to decompose the performance fluctuations into resource environmental and economic efficiency then the key factors responsible for the changes in eco efficiency are explored using the global malmquist luenberger index the empirical results demonstrate an upward trend of eco efficiency in china during the study period this trend was high in eastern and northern areas but low in northwestern areas however it should be noted that some eco efficient regions still consume much land water and energy and emit much environmental pollutants in absolute terms the whole of china performs well on the economic front while resource and environmental performances are not encouraging particularly on environmental efficiency the eastern and northern regions have experienced the greatest advances in both resource and environmental efficiency while the undeveloped areas have not shown much progress which further widens the gaps between developed areas and undeveloped areas the decomposition of productivity growth indicates that technical progress is the decisive factor in promoting china s eco efficiency while decreasing management level is the major obstacle hampering the improvement in eco efficiency

a non radial dea approach to measuring environmental performance data envelopment analysis dea has gained great popularity in environmental performance measurement because it can provide a synthetic standardized environmental performance index when pollutants are suitably incorporated into the traditional dea framework past studies about the application of dea to environmental performance measurement often follow the concept of radial efficiency measures in this paper we present a non radial dea approach to measuring environmental performance which consists of a non radial dea based model for multilateral environmental performance comparisons and a non radial malmquist environmental performance index for modeling the change of environmental performance over time a case study of oecd countries using the proposed non radial dea approach is also presented it is found that the environmental performance of oecd countries as a whole has been improved from 1995 to 1997

ecological modernization in the electrical utility industry an application of a bads goods dea model of ecological and technical efficiency abstract newly developed data envelopment analysis techniques permit simultaneous consideration of good and bad outputs in evaluating efficiency we use these techniques to determine joint ecological and technical efficiencies of the 437 largest fossil fueled electricity generating plants in the united states utilizing the epa s e grid and clean air markets databases and drawing on ecological modernization theory we evaluate whether innovations in organizational practices and technological solutions help achieve joint technical and environmental performance efficiencies

some models for estimating technical and scale inefficiencies in data envelopment analysis in management contexts mathematical programming is usually used to evaluate a collection of possible alternative courses of action en route to selecting one which is best in this capacity mathematical programming serves as a planning aid to management data envelopment analysis reverses this role and employs mathematical programming to obtain ex post facto evaluations of the relative efficiency of management accomplishments however they may have been planned or executed mathematical programming is thereby extended for use as a tool for control and evaluation of past accomplishments as well as a tool to aid in planning future activities the ccr ratio form introduced by charnes cooper and rhodes as part of their data envelopment analysis approach comprehends both technical and scale inefficiencies via the optimal value of the ratio form as obtained directly from the data without requiring a priori specification of weights and or explicit delineation of assumed functional forms of relations between inputs and outputs a separation into technical and scale efficiencies is accomplished by the methods developed in this paper without altering the latter conditions for use of dea directly on observational data technical inefficiencies are identified with failures to achieve best possible output levels and or usage of excessive amounts of inputs methods for identifying and correcting the magnitudes of these inefficiencies as supplied in prior work are illustrated in the present paper a new separate variable is introduced which makes it possible to determine whether operations were conducted in regions of increasing constant or decreasing returns to scale in multiple input and multiple output situations the results are discussed and related not only to classical single output economics but also to more modern versions of economics which are identified with contestable market theories

measuring ecological efficiency with data envelopment analysis dea abstract the measurement of ecological efficiency provides some important information for the companies environmental management ecological efficiency is usually measured by comparing environmental performance indicators data envelopment analysis dea shows a high potential to support such comparisons as no explicit weights are needed to aggregate the indicators in general dea assumes that inputs and outputs are goods but from an ecological perspective also bads have to be considered in the literature bads are treated in different and sometimes arbitrarily chosen ways this article aims at the systematic derivation of ecologically extended dea models starting from the assumptions of dea in production theory and activity analysis a generalisation of basic dea models is derived by incorporating a multi dimensional value function f extended preference structures can be considered by different specifications of f e g specifications for ecologically motivated applications of dea

industrial eco efficiency in china a provincial quantification using three stage data envelopment analysis abstract the coordinated development of industrialization and the ecological environment is vital to achieve ecological civilization in china integratively considering the economy energy and resources and environment this study aims to measure the industrial eco efficiency of 30 provinces autonomous regions and municipalities in china between 2005 and 2013 a three stage data envelopment analysis dea modeling approach is adopted to eliminate interference of the external environment and statistical noise with industrial eco efficiency measurement the results show that regional industrial eco efficiency in china is affected by the factors of the environmental regulation technological innovation level of economic development and industrial structure after eliminating the impacts of external environment and statistical noise china s national average industrial eco efficiency declines by 30 between 2005 and 2013 the industrial eco efficiency of the 30 provinces increases but at different rates of growth the variation of overall regional industrial eco efficiency is primarily caused by scale efficiency furthermore all the 30 provinces are classified into four groups to interpret the causes of variation and differences of regional industrial eco efficiency in general the management and technology level and the economy of scale of industries should be improved simultaneously even though specific opportunities for industrial eco efficiency improvement vary across provinces in china

on the performance of universities in north rhine westphalia germany government s redistribution of funds judged using dea efficiency measures abstract in fandel and gal 2001 fandel g gal t 2001 redistribution of funds for teaching and research among universities the case of north rhine westphalia european journal of operational research 130 111 120 a solution for a real process of redistributing funds for teaching and research among the universities in north rhine westphalia in germany according to specific criteria was presented the solution was based on aggregated proportional data and was determined by a negotiation process now that the absolute data with respect to the different subject areas of the universities are available it is studied to which extent the results of the redistribution can be justified by the relative efficiency measures using data envelopment analysis moreover the inefficiencies or slacks respectively in the usage of personnel give reasons to reallocate the staff among the universities or to reduce it correspondingly

a literature study for dea applied to energy and environment abstract this study systematically summarizes previous research efforts on data envelopment analysis dea applied to energy and environment in the past four decades including concepts and methodologies on dea environmental assessment industrial developments are very important for all nations in terms of their economic prosperities a problem is that the development produces various pollutions on air water and other types of contaminations all of which are usually associated with our health problems and climate changes thus it is necessary for us to consider how to make a balance between economic success and pollution mitigation to maintain a high level of social sustainability in the world it is widely considered that dea is one of the methodologies to examine the level of sustainability this study examines a recent research trend on dea applications from 1980s to 2010s nowadays many researchers have paid serious attention on how to combat various difficulties in the areas of energy and environment as a result the number of articles on dea applications on energy and environment has dramatically increased particularly after 2000s however it is true that dea has strengths and drawbacks in the applications therefore it is very important for us to carefully use dea for guiding large policy issues and business strategies such as the global warming and climate change an underlying premise of this study is that technology innovation in engineering and natural science may solve various problems by linking it with political and managerial efforts the use of dea provides a methodological linkage among them so enhancing the practicality in mitigating problems due to climate change and environmental pollutions this literature study along with a summary on conceptual and methodological developments provides us with guidelines for our future research works on dea on energy and environment issues

technical efficiency and impact of environmental regulations in farrow to finish swine production in taiwan this article demonstrates how technical efficiency and the impact of environmental regulations of taiwanese farrow to finish swine production can be estimated in the presence of undesirable outputs the issue of measuring technical efficiencies while considering undesirable outputs has been addressed by past studies but the proper method of including undesirable outputs has always been a subject of debate this article develops a data envelopment analysis dea based model that includes undesirable outputs the technologies of desirable output production and undesirable output control are considered simultaneously this allows one to transform undesirable output into desirable output whereby a traditional shephard distance function can be used to measure technical efficiencies an approach to measuring the impacts due to environmental regulations is then derived empirical results show that larger farms are more technically efficient than small sized farms but no clear conclusions can be reached for the measures of regulatory impact among farms with different sizes on average the sample farms incurred an opportunity cost due to environmental regulations equivalent to 9 8 of market value opportunity costs rise with efficiency

measuring the performance of thermal power firms in china via fuzzy enhanced russell measure model with undesirable outputs abstract thermal power has accounted for the major part of the electricity generation over recent several decades in china it plays an important role in supporting china s economic development while it also brings great pressure to the environment protection because of a large amount of pollution generated during its production in order to solve or alleviate the environmental problem caused by thermal power firms efficiency evaluation is the first important step as thermal power firm is a complex system with multiple inputs and multiple outputs usually including fuzzy data and undesirable outputs in the productions in this paper we build an integrated enhanced russell measure model based on data envelopment analysis for evaluating the performance of decision making units in the presence of the undesirable outputs in fuzzy circumstance then this new model is applied to analyze the environmental performance and provide the benchmarks for the thermal power firms in china which can guide the decision makers to make suitable future production plans for improving their performance

measuring macroeconomic performance in the oecd a comparison of european and non european countries abstract we study the macroeconomic performance of 19 oecd countries over the period 1970 1990 performance is defined in terms of the ability of a country s macroeconomic managers to provide four services to their citizens a high level of real gdp per capita a low rate of inflation a low rate of unemployment and a favorable trade balance we use linear programming techniques to construct a best practice macroeconomic performance frontier and to measure the performance of each country in each year relative to the frontier we then add two environmental disamenities carbon and nitrogen emissions to the service list and repeat the analysis to see if the performance rankings change throughout the analysis emphasis is placed on a comparison of the performance of 14 european oecd countries with that of five non european oecd countries we find that performance rankings do change and that the relative performance of the european countries declines when the environmental disamenities are added to the service list

price drivers and structural breaks in european carbon prices 2005 2007 this article aims at characterizing the daily price fundamentals of european union allowances euas traded since 2005 as part of the emissions trading scheme ets the presence of two structural changes on april 2006 following the disclosure of 2005 verified emissions and on october 2006 following the european commission announcement of stricter phase ii allocation allows to isolate distinct fundamentals evolving overtime the results extend previous literature by showing that eua spot prices react not only to energy prices with forecast errors but also to unanticipated temperatures changes during colder events besides the sub period decomposition of the pilot phase gives a better grasp of institutional and market events that drive allowance price changes

data envelopment analysis on a relaxed set of assumptions data envelopment analysis is a procedure for evaluation of the relative efficiency of units in a production system dea involves construction of composite units as convex combinations of other units inputs and outputs under various conditions related to returns to scale the assumption of convexity is inconsistent with increasing returns to scale and not implied by constant or non increasing returns to scale an alternative dea approach which does not invoke the assumption of a convex production possibility set is developed in this paper it is implemented in two stages stage one is concerned with the spanning of isoquants and stage two with an evaluation of the position of an observed input output combination compared to the isoquants both stages involve linear programming techniques solely

data envelopment analysis of different climate policy scenarios abstract recent developments in the political scientific and economic debate on climate change suggest that it is of critical importance to develop new approaches able to compare policy scenarios for their environmental effectiveness their distributive effects their enforceability their costs and many other dimensions this paper discusses a quantitative methodology to assess the relative performance of different climate policy scenarios when accounting for their long term economic social and environmental impacts the proposed procedure is based on data envelopment analysis here employed in evaluating the relative efficiency of eleven global climate policy scenarios the methodology provides a promising comparison framework it can be seen as a way of setting some basic guidelines to frame further debates and negotiations and can be flexibly adopted and modified by decision makers to obtain relevant information for policy design three major findings emerge from this analysis i stringent climate policies can outperform less ambitious proposals if all sustainability dimensions are taken into account ii a carefully chosen burden sharing rule is able to bring together climate stabilisation and equity considerations and iii the most inefficient strategy results from the failure to negotiate a post 2012 global climate agreement

congestion measurement for regional industries in china a data envelopment analysis approach with undesirable outputs abstract the industry in china has been developing extensively in the last few decades large investments in china s industry may cause congestion because congestion is a widely observed economic phenomenon in such a scenario in order to know the performance and allocate resources well it is necessary for the chinese government to measure congestion of the industry many scholars have studied this topic by means of data envelopment analysis dea however previous studies only pay attention to the framework of desirable outputs in fact undesirable outputs often accompany desirable outputs in production thus in this study a new approach for measuring congestion with undesirable outputs is proposed and applied to analyzing congestion of the industry in 31 administrative regions of china the results show that five regions have congestion in their industry in 2010 besides the regions located in the east of the country perform the best in ecological efficiency followed by regions in central and west china based on these findings this paper proposes some political schemes to improve regional industrial efficiency

the impacts of liquidity dynamics on emissions allowances price different evidence from china s emissions trading pilots abstract the liquidities of china s emissions trading markets have significant impacts on emissions allowances price movement and pricing efficiency liquidity measures on illiquidity ratio and trade values indicate hubei emissions allowances hbea product has the highest liquidity shenzhen allowances sza and guangdong emissions allowances gdea products have the higher liquidity than beijing emissions allowances bea and shanghai emissions allowances shea products while tianjin emissions allowances tjea product has the lowest market liquidity in considered china s emissions trading pilots the dynamics of the illiquidity ratios for all selected emissions allowances products are negatively related with emissions allowances returns and trade volumes for bea tjea sza and hbea products are also negatively related with emissions allowances returns the dynamics of daily illiquidity ratios and trade based liquidity in beijing tianjin guangdong shenzhen hubei emissions pilots have significant volatility clustering impacts on the variances of regional emissions allowances returns previous market shocks of overnight and intraday price variations have the more persistent influences on the gdea returns than hbea returns reflecting greater inter day price ranges clustering effect

buffering volatility a study on the limits of germany s energy revolution squaring hourly demand and wind solar production data for germany and a number of neighbouring countries with the results of the eu s estorage project this paper studies the limits of germany s energy revolution in view of the volatility of wind and solar power in addition to pumped storage it considers double structure buffering demand management norwegian hydro dam buffering and international diversification via grid expansion if germany operated in autarchy and tried to handle the volatility of wind solar production without using stores while replacing all nuclear and fossil fuel in power production on average 61 and at the margin 94 of wind solar production would have to be wasted given the current level of other renewables to avoid any waste the wind solar market share in an autarchic solution must not be expanded to more than 30 by using norway s hydro plants the share could be expanded to 36 if norway were to build all the pumped storage plants the estorage study deems feasible germany s wind solar market share could be expanded by another 24 percentage points to about 60 which corresponds to 48 of the combined german and norwegian markets additionally expanding the market to switzerland austria and denmark and building the maximal number of pumped stores would increase the combined wind solar market share for all five countries to nearly 50 c 2017 the author s published by elsevier b v

causes of the eu ets price drop recession cdm renewable policies or a bit of everything new evidence the price of eu allowances euas in the eu emissions trading scheme eu ets fell from almost 30 tco2 in mid 2008 to less than 5 tco2 in mid 2013 the sharp and persistent price decline has sparked intense debates both in academia and among policy makers about the decisive allowance price drivers in this paper we examine whether and to what extent the eua price drop can be justified by three commonly identified explanatory factors the economic recession renewable policies and the use of international credits capitalizing on marginal abatement cost theory and a broadly extended data set we find that only variations in economic activity and the growth of wind and solar electricity production are robustly explaining eua price dynamics contrary to simulation based analyses our results point to moderate interaction effects between the overlapping eu ets and renewable policies the bottom line however is that 90 of the variations of eua price changes remains unexplained by the abatement related fundamentals together our findings do not support the widely held view that negative demand shocks are the main cause of the weak carbon price signal in view of the new evidence we evaluate the eu ets reform options which are currently discussed

carbon price drivers phase i versus phase ii equilibrium abstract the aim of this paper is to investigate the determinants of the carbon price during the two phases of the european union emission trading scheme eu ets more specifically relying on daily eu allowance futures contracts we test whether the carbon price drivers identified for phase i still hold for phase ii and evolve toward a long run relationship using cointegration techniques and accounting for the 2006 structural break in the carbon market we show that while a cointegrating relationship exists for both phases of the eu ets the nature of this equilibrium relationship is different across the two subperiods with an increasing role of fundamentals in phase ii deriving equilibrium values we show that the carbon price tends to be undervalued since the end of 2009

investment strategy for sustainable society by development of regional economies and prevention of industrial pollutions in japanese manufacturing sectors abstract a balance between industrial pollution prevention and economic growth becomes a world wide issue to develop a sustainable society in many industrial nations to discuss the issue this study proposes a new use of dea environmental assessment to determine how to effectively allocate capital for developing regional industries the amount of capital is used to invest for technology innovation for both local economic growth and environmental protection in this study the proposed approach separates outputs into desirable and undesirable categories inputs are also separated into two categories one of which indicates an amount of investment on capital assets the other category is used for production activities the proposed approach unifies them by two disposability concepts this study has evaluated the performance of manufacturing industries in 47 prefectures local government units in japan by unified efficiency under natural disposability uen unified efficiency under managerial disposability uem and unified efficiency under natural and managerial disposability uenm the uenm is further separated into its two cases with and without a possible occurrence on desirable congestion or technology innovation on undesirable outputs this study has empirically confirmed that japanese manufacturing industries need to make their efforts to reduce greenhouse gas emissions and air pollution substances by investing in technology innovation furthermore most of economic activities are currently located at metropolitan regions e g tokyo in japan to develop a sustainable society japan needs to allocate capital into regions with a high level of investment effectiveness by shifting the manufacturing industries from the metropolitan regions to much promising local areas identified in this study such a shift along with technology innovation makes it possible to reduce air pollutions in the entire japan by balancing economic growth and pollution prevention this empirical study confirms that the proposed approach is useful in both guiding regional planning and developing a sustainable society it is easily envisioned that the proposed approach is useful for not only japan but also the other industrial and developing nations

the market microstructure of the european climate exchange abstract this paper analyzes the market microstructure of the european climate exchange the largest eu ets trading venue the ecx captures 2 3 of the screen traded market in eua and more than 90 in cer volume growth has averaged 277 in eua between 2005 and 2009 and 724 in cer since 2007 spreads range from 0 0188 to 0 0406 for eua and 0 0276 to 0 0796 for cer the median proportion of the spread due to adverse selection reaches 76 for eua and 75 for cer realized volatility bid ask spreads and adverse selection costs decline with verified emission releases market impact estimates imply that an average trade will move the eua market by 1 06 euro centimes and the cer market 1 45 the ecx is providing between 75 and 88 of price discovery for eua trading and between 64 and 72 for cer we find imbalances in the order book help predict returns for up to three days a simple trading strategy that enters the market long or short when the order imbalance is strong is profitable even after accounting for spreads and market impact

dea environmental assessment in time horizon radial approach for malmquist index measurement on petroleum companies abstract the climate change and various pollutions have been influencing our societies and economies the environmental assessment to be discussed in this study is increasingly important because it serves as an initial step toward pollution prevention corporate leaders policy makers researchers and individuals who are interested in environmental protection have been paying attention to the assessment so that they can prepare policy suggestions on the global warming and climate change as a methodology for the assessment this study proposes a use of data environment analysis dea in a time horizon most of data sets on the climate change are sampled in a time series where the performance of organizations fluctuates every moment in applying the dea environmental assessment to such a data set it is necessary for us to classify outputs into desirable e g oil production and undesirable e g co 2 emission categories because all organizations usually produce not only desirable but also undesirable outputs as a result of their economic activities to unify the two different types of outputs this study incorporates the concept of natural and managerial disposability into the computational framework of dea and extends them into a time horizon for the research purpose this study incorporates malmquist index into the proposed dea environmental assessment to examine an occurrence of a frontier shift among multiple periods the frontier shift indicates a technology progress and or managerial innovation during an observed period the index is further separated into four subcomponents in a time horizon these subcomponents are differently expressed under the natural and managerial disposability thus eight different subcomponents on the malmquist index are proposed to measure the frontier shift as an application this study uses the proposed dea approach to examine whether the frontier shift due to technology progress occurs or not in the petroleum industry from 2005 to 2009 our empirical study finds that the industry has not exhibited any major frontier shift under natural disposability but showing a considerable frontier shift under managerial disposability in other words the petroleum firms have improved their environmental performance by eco technology to reduce an amount of co 2 emission during the observed annual periods

efficiency assessment of primary care providers a conditional nonparametric approach this paper uses a fully nonparametric approach to estimate efficiency measures for primary care units incorporating the effect of exogenous environmental factors this methodology allows us to account for different types of variables continuous and discrete describing the main characteristics of patients served by those providers in addition we use an extension of this nonparametric approach to deal with the presence of undesirable outputs in data represented by the rates of hospitalization for ambulatory care sensitive condition acsc the empirical results show that all the exogenous variables considered have a significant and negative effect on efficiency estimates

examining the drivers of total factor productivity change with an illustrative example of 14 eu countries abstract based on the different models developed by korhonen and luptacik korhonen p luptacik m 2004 eco efficiency analysis of power plants an extension of data envelopment analysis european journal of operational research 154 437 46 this contribution centers on the development of an intertemporal comparison in order to analyze eco efficiency change over time in this setup two model variants by korhonen and luptacik 2004 are used in order to provide deeper insights concerning the driving forces for the change in the eco efficiency which bias in technical change can be observed is it more input saving or pollution reducing for illustration purposes the proposed approach is used to analyze the performance of 14 countries of the european union for the period 1995 2004 an average eco productivity growth of 22 is observed the estimated contribution of improved use of input is 20 and that of reduced relation of greenhouse gas emissions is 23 therefore it is concluded that on average the eco productivity growth is more driven by improved environmental conditions

performance assessment of alternative energy resources in brazilian power sector using data envelopment analysis abstract the brazilian power sector is known for the strong participation of renewable sources this characteristic is maintained thanks to government incentives for alternative sources with particular emphasis on wind generation small hydroelectric and sugar cane bagasse fired power plants because these are more costly than conventional plants they are nevertheless less costly than other alternative sources such as residue based generation the government s policy is based however on a purely economic analysis if socio environmental variables were to be taken into account the government s orientation in favor of renewable sources might be different the present article uses the data envelopment analysis dea method to incorporate such variables in the government s energy policies the results demonstrate the advantage of promoting residue based generation above that from other sources

eua and scer phase ii price drivers unveiling the reasons for the existence of the eua scer spread abstract this article studies the price relationships between eu emissions allowances euas valid under the eu emissions trading scheme eu ets and secondary certified emissions reductions scers established from primary cers generated through the kyoto protocol s clean development mechanism cdm given the price differences between euas and scers financial and industrial operators may benefit from arbitrage strategies by buying scers and selling euas i e selling the eua scer spread to cover their compliance position as industrial operators are allowed to use scers towards compliance with their emissions cap within the european system up to 13 4 our central results show that the spread is mainly driven by eua prices and market microstructure variables and less importantly as we would expect by emissions related fundamental drivers this might be justified by the fact that the eu ets remains the greatest source of cer demand to date

the static and dynamic environmental efficiency of renewable energy a malmquist index analysis of oecd countries abstract in recent years renewable energy and environmental efficiency have been interesting issues for both academics and industry actors when discussing sustainable development against this background the present study examines the environmental efficiency of renewable energy from the static and the dynamic perspective in 31 oecd countries a study conducted to understand the impact of renewable energy across countries as a non parametric methodology data envelopment analysis is used to measure environmental efficiency through multiple inputs and outputs labor capital and renewable energy supply are the three inputs while gdp is the desirable output and carbon emissions are the undesirable output to measure the dynamic environmental efficiency of renewable energy the malmquist productivity index is applied to estimate the average efficiency change from 2004 to 2011 the results demonstrate geographical differences in environmental efficiency across the oecd countries in oecd america have the highest average environmental efficiency and those in oecd europe have the largest standard deviation we also find that dynamic efficiency is influenced by the global financial crisis triggered in the united states further we show that oecd countries implement both catch up and frontier shift strategies to improve environmental efficiency

eco efficiency measurement of industrial sectors in china a hybrid super efficiency dea analysis abstract eco efficiency is of great significance in the attainment of a sustainable society and is the most severe issue facing industrial sectors in china in this work a hybrid super efficiency data envelopment analysis dea was conducted to measure eco efficiency and analyze the problem of inefficiency facing industrial sectors in china dea has been widely used in eco efficiency analysis however existing dea models focus on the evolution and comparison of eco efficiency values and do not consider the evolution characteristics of the input nor undesirable output inefficiency and neglect the radial and non radial classifications of input and output indices simultaneously thus this work proposes a hybrid super efficiency dea model which combines hybrid dea with super efficiency dea separating the input and undesirable output variables into radial and non radial parts using variable correlations for the panel data of the industrial sectors the malmquist index is introduced in this approach subsequently this approach is illustrated using a real data set from 22 industrial sectors in china corresponding to the period of 2006 2015 results show that eco efficiencies of the 22 industrial sectors increased consistently from 2006 to 2015 due to a lack of momentum in sustained growth technological progress regarding the improvement of eco efficiency requires acceleration more and more sectors have achieved rapid enhancements in input and undesirable output inefficiencies but 10 traditional sectors with high resource consumption and heavy emissions of pollutants remain inefficient

do transaction costs influence firm trading behaviour in the european emissions trading system this study is one of the first to empirically investigate firm trading behaviour and the importance of permit trading transaction costs such as information costs and search costs in the first phase of the european union s emissions trading system eu ets the signs and significance of our constructed transaction costs proxy variables indicate for a presence of these costs in the initial years of the eu ets in particular this paper shows that ets firms with the smaller number of installations and with less trading experience were less likely to participate in the european emissions trading market and traded the lower quantities of permits furthermore these firms chose to trade permits indirectly via third parties this study also supports the concerns that transaction costs could be excessive for smaller participants and firms operating in the new eu member states

incorporating the learning effect into data envelopment analysis to measure msw recycling performance abstract the effect of organizational learning which results in continuous improvement of organizational performance over time has been widely discussed the cumulative learning effect may form as a source of intellectual capital thus far the static data envelopment analysis dea model has not been used to examine the longitudinal learning effect therefore a two stage approach is developed together with the estimation of a latent learning effect using time series data the estimated learning effect is then used as an input in the dea slacks based measure sbm model the proposed dea sbm model can be used to investigate the efficiency of the organizational learning effect of municipal solid waste msw recycling systems this study estimated the cumulative learning effect of 23 local governments in taiwan from 2001 to 2009 using regression analysis the results were incorporated into the dea sbm model to evaluate the relative performance of msw recycling systems in 2009 this work makes three major contributions first this paper developed a new approach that incorporates organizational learning effects into the dea sbm model second improved policies were provided to local governments with inefficient msw recycling systems third this paper found that household disposable income levels influence learning methods leading to a considerable difference in cumulative learning effects in promoting recycling policies local governments should determine whether such policies can be disseminated and implemented given the local community s standard of living

a big data study on emitting companies performance in the first two phases of the european union emission trading scheme as co2 emissions are quantified by allowances and traded in markets wise trading strategies will bring emitting companies higher profits or lower costs based on the big data of community independent transaction log citl this article hereby presents a micro study on the emitting companies efforts in increasing profits and saving costs during the allowances trading in the first two phases of the european union emission trading scheme eu ets the efforts are measured by an after action factor of trading performance which is built on a series of behaviour and monetary variables by comparison demanders of the emitting companies are more inclined to reach a higher trading performance while that inclination is heterogeneous among the suppliers in addition emitting companies with lower emission levels had a better trading performance with a higher proportion of low emitting companies the manufacturing sector had a better trading performance than the energy sector the effect of the trading requirement on trading performance are investigated via a quantile regression mode results suggest that 1 the selling requirement of suppliers has a positive effect on their trading performance while the effect becomes weaker when the selling requirement increases 2 the buying requirement has a positive effect on the demanders trading performance only when the requirement is high and the effect becomes stronger as the requirement increases and 3 when the buying requirement is at a lower level demanders trading performance becomes worse as the requirement grows the conclusion is that the emission level industrial sector and trading requirement do have influences on the trading performance of emitting companies in emission trading

an activity analysis model of the environmental performance of firms application to fossil fuel fired electric utilities the productivity of firms when some outputs pollution are undesirable has been studied in the literature for some time in this paper we introduce an environmental performance indicator based on the decomposition of overall factor productivity into a pollution index and an input output efficiency index this indicator is compared to the more conventional jaggi and freedman 1992 model results are given for illustrative purposes using data from u s fossil fuel fired electric utilities the rankings of the utilities obtained with the two models show significant divergence which is due to the different ways in which the undesirable outputs are dealt with as well as due to the different possible tradeoffs between the pollutants released into the atmosphere and the resources used as inputs