estimating sectoral and geographical industrial pollution inventories in india implications for using effluent charge versus regulation developing countries are increasingly concerned about the growing pollution levels in cities because of the lack of reliable information on the nature and magnitude of emissions discharges from various industrial sources it is difficult for regulators to formulate cost effective strategies for industrial pollution control this article uses the industrial pollution projection system database to estimate the industrial pollution load and the associated abatement cost which can be used to design cost effective strategies for pollution control the article also illustrates the cost effectiveness of market based instruments such as effluent charge vis a vis regulation

environmental regulation and u s economic growth in this article we quantify the costs of pollution controls by reporting the results of simulations of the growth of the u s economy with and without regulation for this purpose we have constructed a detailed model of the economy that includes the determinants of long term growth we have also analyzed the interaction between industries in order to capture the full repercussions of environmental regulations however we have not attempted to assess the benefits resulting from a cleaner environment we find that pollution abatement has emerged as a major claimant on the resources of the u s economy the cost of emission controls is more than 10 of the total cost of government purchases of goods and services

forward looking assessment of the ghg abatement cost application to china abstract evaluation of abatement costs is critical in setting reduction goals and devising climate policy however reliable forward looking assessment of the short term effects of climate policy remains a major challenge using panel data of 30 chinese provinces during 1997 2015 we first estimate the marginal co2 abatement costs using a novel data driven approach convex quantile regression based on the marginal abatement cost estimates and china s plans regarding carbon intensity reduction and economic growth we present a forward looking assessment of the abatement costs for chinese provinces for 2016 2020 our main finding is that all the chinese provinces have a negative abatement cost which means these provinces can benefit from an increase in the absolute level of co2 emissions despite the constraint on carbon intensity the magnitudes of economic benefits exhibit a significant regional disparity because some provinces can increase more co2 emissions than others however there is still costly carbon intensity abatement relative to a counterfactual where the provinces meet their economic growth targets but in the absence of the intensity reduction constraints policy implications have been proposed to enhance the efficiency and fairness of climate policy in china

the price of pollution a dual approach to valuing so2 allowances under the 1990 clean air act amendments a market based scheme to reduce u s sulfur dioxide emissions takes effect in 1995 indications are that participation in the market will be light and allowance prices will be lower than was once expected using an output distance function approach for wisconsin coal burning utility plants we estimate the shadow price of so2abatement which should approximate the allowance price the estimated average shadow price is above the prices at which the few observed allowance trades have occurred wisconsin s stringent state so2legislation may explain a portion of this divergence

environmental efficiency measurement and the materials balance condition reconsidered abstract this note takes up a shortcoming of coelli et al s 2007 popular environmental efficiency measure and its extension to economic environmental trade off analysis see van meensel et al 2010 namely that they do not reward emission reductions by pollution control a new environmental efficiency measure that overcomes this issue and similar to coelli et al s efficiency measure is in line with the materials balance principle is proposed and further decomposed into technical environmental efficiency and material and nonmaterial allocative environmental efficiencies the new efficiency measure collapses into coelli et al s efficiency measure if none of the considered decision making units control pollutants a numerical example using data envelopment analysis is provided to further explore the properties of the new efficiency measure

the role of air and water residuals for steam electric power generation the decade of the sixties saw increasing concern over the progressive deterioration in environmental quality and in the early seventies major federal legislation established air and water pollution control strategies at the time these laws were enacted information on the costs and benefits of pollution control programs was limited today nearly two decades after the first expressions of concern there remain few neoclassical models of productions that explicitly incorporate residuals as by products of production activities most of the available information on the costs of pollution control policies is based on engineering cost analyses of model plants as a rule these studies estimate costs by considering the increments to production costs associated with adding specific types of capital equipment to reduce emissions to specified levels they often do not consider the full menu of responses possible in meeting a given emission standard equally important they are relevant only for the model plant which formed the basis for the cost calculations the purpose of this paper is to present the results of a neoclassical analysis of the role of a variety of residuals that generally comprise the major air and water emissions of steam generating electric plants our analysis distinguishes plants by vintage of equipment and treats generating capital as a quasi fixed factor thus the results provide a description of the features of the ex post production technology it should of course be acknowledged that a neoclassical production model is an approximate summary of the engineering features of the underlying technology the value of the approach to describing production activities ultimately depends on its ability to authentically describe the features of that technology recent experimental evidence by kopp and smith 25 suggests that neoclassical cost models which ignore constraints on industrial effluents may provide seriously misleading descriptions of the features of the underlying production processes steam electric generating

environmental regulations and industrial competitiveness evidence from china economic activities are closely related to real world environmental issues currently more attention is paid to the association between environmental regulations and industrial competitiveness ic because of pressures on economic development and environmental protection in this study we identify and explain the association between environmental regulations and ic in china as the largest developing country in the world china has the unavoidable responsibility of protecting the environment and promoting global economic development we analyse the mechanisms behind environmental regulations and industrial competiveness at the provincial level and conclude that the impact of environmental regulations upon ic is not a simple linear one but a u shaped relationship it is argued that the crucial intervention to activate the u shaped relationship or porter s hypothesis is innovation which can be triggered by stringent regulations and well designed policies

plant vintage technology and environmental regulation abstract we use data on productivity and pollution abatement costs at individual pulp and paper mills to test whether the impact of environmental regulation on productivity differs by plant vintage and technology plants with higher pollution abatement costs have significantly lower productivity levels this relationship differs greatly based on a plant s technology with productivity at integrated mills being greatly affected by abatement costs while the impact at non integrated mills is negligible plant vintage does not seem to matter with older and newer plants showing similar impacts reported abatement costs appear to substantially understate the true costs of abatement accounting for the impact of technology differences makes some difference in the estimated overall impact of environmental regulation

the impact and economic cost of environmental regulation on energy utilization in china this article utilizes three data envelopment analysis based models a no environmental regulation model a weak environmental regulation model and a strong environmental regulation model to reveal the impact of environmental regulation on china s regional total factor energy efficiency tfee during the period of 2003 2010 to take a further step these three models are adjusted for calculating the correspondingly macro economic cost of environmental regulation the estimation results show that at present the level of china s environmental regulation is relatively low and an enhancing of environmental regulation would lead to a sufficient increase of china s regional tfee with an enormous economic cost as its price that means in china the nationwide environmental stress is high and the regulation cost is very huge strengthening environmental regulation would inevitably have some negative influences on china s economy in the short run based on our findings some corresponding policies are also propo

directional shadow price estimation of co2 so2 and nox in the united states coal power industry 1990 2010 abstract shadow prices also termed marginal abatement costs provide valuable guidelines to support environmental regulatory policies for co 2 so 2 and no x the key contributors to climate change this paper complements the existing models and describes a directional marginal productivity dmp approach to estimate directional shadow prices dsps which present substitutability among three emissions and are jointly estimated we apply the method to a case study of co 2 so 2 and no x produced by coal power plants operating between 1990 and 2010 in the united states we find that dsp shows 1 1 times the maximal shadow prices estimated in the current literature we conclude that estimating the shadow prices of each by product separately may lead to an overestimation of the marginal productivity and an underestimation of the shadow prices

determinants of house price a decision tree approach the hedonic based regression approach has been utilised extensively to investigate th relationship between house prices and housing characteristics however this approach is subject t criticisms arising from potential problems relating to fundamental model assumptions an estimation such as the identification of supply and demand market disequilibrium the selectio of independent variables the choice of functional form of hedonic equation and marke segmentation this study introduces and utilises an alternative approach the decision tre approach which is an important statistical pattern recognition tool using the singapore resal public housing market as a case study the article demonstrates the usefulness of this techniqu in examining the relationship between house prices and housing characteristics identifying th significant determinants of housing prices and predicting housing prices the built tree show that homebuyers are more concerned about the basic housing characteristics of two and three r

cost functions and nonlinear prices estimating a technology with quality differentiated inputs the paper is concerned with developing a production theory for the case when some inputs have nonlinear prices because the price depends on endogenous quality this involves extending the notion of a cost function to the case where nonlinear prices are parameters of costs after developing the appropriate theory we apply our results to the case of coal fired electric power generation where fuel quality depends on sulfur and ash impurities environmental regulations induce a negative value on sulfur whereas ash impurities degrade performance and thus reduce production possibilities a number of empirical results emerge including significant rates of technological change that are sulfur and ash saving though capital using this change may explain in part the recent drop in the price of sulfur allowances in the united states

environmental efficiency with multiple environmentally detrimental variables estimated with sfa and dea abstract the objective of this paper is to estimate comprehensive environmental efficiency measures for dutch dairy farms the environmental efficiency scores are based on the nitrogen surplus phosphate surplus and the total direct and indirect energy use of an unbalanced panel of dairy farms we define environmental efficiency as the ratio of minimum feasible to observed use of multiple environmentally detrimental inputs conditional on observed levels of output and the conventional inputs we compare two methods for the calculation of efficiency namely stochastic frontier analysis sfa and data envelopment analysis dea this paper reveals the strengths and weaknesses for estimating environmental efficiency of the methods applied both sfa and dea can estimate environmental efficiency scores the mean technical efficiency scores output oriented sfa 89 dea 78 and the mean comprehensive environmental efficiency scores sfa 80 dea 52 differ between the two methods sfa allows hypothesis testing and the monotonicity hypothesis is rejected for the specification including phosphate surplus dea can calculate environmental efficiency scores for all specifications because regularity is imposed in this method

capacity utilization in a generalized malmquist index including environmental factors a decomposition analysis productivity measures ignoring environmental effects may give misleading information on total productivity growth further business cycles in the form of capacity utilization may significantly influence productivity measures we develop an overall malmquist productivity index and decompose changing efficiency rates into a contribution from environmental factors capital and capacity utilization our new combined capacity utilization element contributes to the literature in that it also takes into account the restriction for producing negative externalities empirical applications illustrate that the choice of inputs influences the overall productivity measure and its decomposition into efficiency changes and technical changes and the capacity utilization element

a real options valuation of chinese wind energy technologies for power generation do benefits from the feed in tariffs outweigh costs abstract in order to assess the viability of wind energy projects in china this paper takes a real options approach by accounting for flexibility over deployment of the technology in response to a stochastic non renewable energy cost the difference between the latter and the r d enhanced cost of renewable energy operation may be thought of as a benefit from using wind on the other hand the chinese government provides feed in tariffs to encourage further adoption of wind which should be included as a cost this work thus shows that there is substantial options value to china s wind energy program which is bolstered if the cost of carbon dioxide emissions is internalized moreover by varying the rate of feed in tariffs the model may be used to show plausible ranges for the feed in tariffs which could be a useful policy insight furthermore the study hypothesizes that with the likelihood of renewable energy to replace non renewable energy wind power in china can potentially reduce co2 emissions by approximately 6 4 by 2020 comparing to the 2005 level and highlights the significant role of wind power in china s emission targets and energy security this is a relevant paper especially given the importance of a sustainable energy transition for china more generally using the real options approach from a policy perspective could provide insights about the viability of renewable energy programs and robustness of feed in tariffs rates

marginal abatement cost air pollution and economic growth evidence from chinese cities abstract the directional distance function ddf with multiple bad outputs allows estimation of conditional marginal abatement cost mac that would be more informative than the unconditional mac estimated with a single pollutant applying a multi pollutant parametric output ddf approach we estimate the macs of co2 so2 and nox emissions for 105 chinese cities in 2006 2014 it is found that the period medians of the macs for the three emissions all increase over time while the medians of the macs for different cities tend to vary significantly a goodness of fit criterion is developed and used to evaluate the fit of alternative models which demonstrates the superiority of the multi pollutant model we have also shown that there exists a positive relationship between mac and economic growth finally several policy implications are suggested for reducing the overall emission abatement costs of china

productivity growth technical progress and efficiency in their comment subhash c ray and evangelia desli 1997 hereafter rd point out that the specification of the decomposition of the malmquist productivity index used by fare et al 1994 hereafter fgnz is not unique and propose and compute an alternative specification of that decomposition we will discuss additional decompositions at the end of this note but proceed here by comparing the rd decomposition with fgnz based on both conceptual and computational grounds rd provide a discussion of the overall malmquist productivity index including the important issue of when this index is equivalent to the traditional notion of total factor productivity tfp namely under the condition that the reference technology be consistent with constant returns to scale crs as they point out this will yield a measure of tfp even if the true underlying technology is not crs for example both rd and fgnz use the crs reference technology to compute overall malmquist productivity one of the key issues raised is the role of the underlying scale properties of the benchmark technologies used to define and compute both productivity and its components in particular two reference technologies are employed in both rd and fgnz what we refer to as crs and variable returns to scale vrs technologies by construction these technologies are nested the crs technology contains the vrs technology as in figure 1 in rd this nestedness provides the logical basis for our decomposition at a very intuitive level we would argue that these two benchmarks can be used to provide bounds on the underlying true but unknown technology 2 intuitively we see the vrs technology providing a type of convex inner approximation whereas the crs technology provides a type of convex outer approximation thus these two technologies provide alternative benchmarks they do not require that the data satisfy either crs or vrs another possible intuitive interpretation is that the crs captures a perhaps hypothetical long run and the vrs approximates the short run as a reference technology the crs technology has some very useful features for example it captures the notion of maximal

productivity and environmental regulation the effect of the nitrates directive in the french pig sector this paper measures the ensuing changes in productivity in the french pig sector following the introduction of the european regulation addressing water pollution by nitrates from agriculture productivity is measured using the malmquist luenberger index the sources of changes in productivity observed are examined by breaking down this index into its technical progress and efficiency components the results show that in the early stages increases in productivity were stimulated by increased efficiency before being driven by technical progress the estimations regarding the sources of efficiency gains for the farms in the sample technical efficiency efficiency of scale and environmental efficiency are then used to estimate the indirect costs and benefits or negative costs linked to the introduction of the environmental regulation controlling the disposal of organic manure and the management of nitrogen surplus from pig farms the existence of a win win effect as regards the porter hypothesis relation between efficiency and environmental regulation is highlighted for the french pig sector

a constant quality price index for resale public housing flats in singapore largely because of the significant societal and economic aspects of public housing in singapore the current resale price index is published regularly by the housing and development board hdb based on average transaction prices this hdb index does not control for a shift in the mix of public housing resale flats transacted this paper looks into the usefulness of the current hdb resale price index that is reflective of pure price appreciation across time adopting the varying parameter technique a constant quality hdb resale price index is constructed instead for the period between january 1997 and june 2000 the usefulness of a constant quality resale price index is evaluated using three assessment criteria first through a series of comparative studies between a constant quality hdb resale price index and other resale price indices it is found that the constant quality resale price index provides a better indication of pure price appreciation secondly the parameters of price determinants are fo

shadow pricing of undesirable outputs in nonparametric analysis abstract for three decades a growing interest in the modeling of desirable and undesirable outputs has led to a theoretical and methodological debate in the nonparametric literature on production technology and efficiency the first main discussion is about the way of modeling bad undesirables as inputs or outputs or by transformation functions the second debate concerns the implications of the weak disposability assumption in the modeling of bad outputs in particular the possibility of assigning unexpected signs to shadow prices of bad outputs in addition we point out a current error in the modeling of weak disposability under a variable returns to scale technology in this paper we introduce a hybrid model to ensure the economically meaningful jointness of good and bad outputs while constraining shadow prices of bad outputs to their expected sign we argue that it is a sound compromise to model undesirable outputs with a meaningful primal dual economic interpretation finally we propose an extension to define shadow prices for undesirable outputs following the law of one price loop rule

estimating the marginal abatement cost curve of co2 emissions in china provincial panel data analysis abstract this paper estimates the marginal abatement cost curve macc of co2 emissions in china based on a provincial panel for the period of 2001 2010 the provincial marginal abatement cost mac of co2 emissions is estimated using a parameterized directional output distance function four types of model specifications are applied to fit the mac carbon intensity pairs the optimal specification controlling for various covariates is identified econometrically a scenario simulation of china s 40 45 carbon intensity reduction based on our macc is illustrated our simulation results show that china would incur a 559 623 yuan t roughly 51 57 increase in marginal abatement cost to achieve a corresponding 40 45 reduction in carbon intensity compared to its 2005 level

multilateral productivity comparisons with undesirable outputs in a recent paper in this journal caves christensen and diewert i982 hereafter ccd derive what they term multilateral superlative indexes for use in the comparison of output input and productivity across economic entities the indexes derived are distinguished both by transitivity and by a high degree of characteristicity a term introduced by dreschler i 973 to refer to the degree to which the weights used in a comparison are specific to the observations being compared though the indexes are presented with the application to multicountry comparisons of output input and productivity foremost in mind the authors note that they may be useful in a number of other contexts as well i e firms and industries time series and pooled time series and cross section all of the applications mentioned or implied however have this in common they involve the comparison of productive entities all of whose outputs are sold for positive prices this is not surprising of course since most products with which economists are concerned possess this characteristic however it does render incomplete or potentially misleading the comparison of productive entities which produce significant amounts of undesirable outputs such as water and air pollution since the list of such entities is rather long and includes industries critical to many national and regional economies e g chemicals paper petroleum refining copper and steel the omission of this factor from consideration may be a matter of some importance 2 consider for example a comparison of the productivity of the steel industries

a new approach to measuring shadow price reconciling engineering and economic perspectives abstract shadow price is one of the most important pieces of information in environmental decision making two different approaches namely economic and engineering have been applied to obtain the shadow price of undesirable outputs while using different methodological backgrounds and perspectives the current study proposes a new conceptual framework and an economic estimation model to reconcile the shadow price estimates derived via the two approaches we also suggest a new mapping rule that incorporates the concept of abatement level which is a basic element in the engineering approach as a result the proposed model generates continuously changing estimates i e comprising a shadow price curve based on the abatement level we further investigate the determinant factors of shadow price by using second step regression the suggested methodology is used to investigate the shadow price of carbon emissions in south korean electricity generating plants thus yielding relevant policy implications

an empirical analysis of the co2 shadow price in chinese thermal power enterprises abstract this paper estimates the shadow price of co2 and explores its determinants for thermal power enterprises in china using a parametric quadratic directional distance function we evaluate the inefficiency and shadow price of co2 for 124 power enterprises in 2004 applying deterministic and econometric methods a regression analysis is undertaken to examine the factors that drive shadow prices our results indicate that there are large inefficiencies in terms of electricity production and co2 emissions the shadow price is a negative function of firm size age and coal share and is positively correlated with the technology level this correlation between shadow prices and its determinants is not sensitive to changing assumptions regarding directional vectors although such changes do alter the distribution of shadow prices the large variation witnessed in shadow prices across power enterprises argues in favor of market based regulation such as an emissions trading system as opposed to the command and control regulation currently used in china to minimize overall abatement cost

valuation of marginal co2 abatement options for electric power plants in korea the electricity generation sector in korea is under pressure to mitigate greenhouse gases as directed by the kyoto protocol the principal compliance options for power companies under the cap and trade include the application of direct co2 emission abatement and the procurement of emission allowances the objective of this paper is to provide an analytical framework for assessing the cost effectiveness of these options we attempt to derive the marginal abatement cost for co2 using the output distance function and analyze the relative advantages of emission allowance procurement option as compared to direct abatement option real option approach is adopted to incorporate emission allowance price uncertainty empirical result shows the marginal abatement cost with an average of 14 04 ton co2 for fossil fueled power plants and confirms the existence of substantial cost heterogeneity among plants which is sufficient to achieve trading gains in allowance market the comparison of two options enables us to identify the optimal position of the compliance for each plant sensitivity analyses are also presented with regard to several key parameters including the initial allowance prices and interest rate the result of this paper may help korean power plants to prepare for upcoming regulations targeted toward the reduction of domestic greenhouse gases

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

public housing in singapore interpreting quality in the 1990s while writings exist on various aspects of public housing in singapore recent developments in the 1990s have not yet been given any serious academic attention our intention in this paper is to fo

extending the economic theory of regulation to the form of policy the mutually beneficial connection between industries and the governments that regulate them is the subject of a large literature led by stigler 1971 what has not been studied is how firms choose their desired policies from the set including entry barriers price floors subsidies and demand stimulation we take as given that government and incumbents from the supply and demand for regulation and explore the choice of political product

the impact of pollution abatement investment on productivity change anempirical comparison of the u s germany and canada since environmental quality became an important focus of government regulations in most industrialized countries in the early 1970s many researchers have assessed the impact of these regulations on economic performance for example leontief and ford 11 and pasurka 15 investigated the impact that environmental protection costs had on prices in the u s walter 24 calculated the effect of pollution abatement expenditures on u s trade and robinson 19 measured the distributional impact of the burden of industrial pollution abatement a related issue involves the productivity consequences of environmental regulations in this paper we address this issue by considering the impact of pollution abatement investment on productivity growth

a metafrontier approach for measuring an environmentally sensitive productivity growth index this paper presents an alternative environmentally sensitive productivity growth index to incorporate group heterogeneities into a conventional malmquist luenberger productivity growth index the p

marginal co2 abatement costs findings from alternative shadow price estimates for shanghai industrial sectors abstract shanghai one of the most developed cities in china is implementing a pilot regional carbon emission trading scheme estimating the marginal abatement costs of co2 emissions for the industrial sectors covered in shanghai s emission trading scheme provides the government and participating firms useful information for devising compliance policies this paper employs multiple distance function approaches to estimating the shadow prices of co2 emissions for shanghai industrial sectors our empirical results show that the overall weighted average of shadow price estimates by different approaches ranges between 394 5 and 1906 1 yuan ton which indicates that model choice truly has a significant effect on the shadow price estimation we have also identified a negative relationship between the shadow price of co2 emissions and carbon intensity and the heavy industries with higher carbon intensities tend to have lower shadow prices it has been suggested that shanghai municipal government take various measures to improve its carbon market e g using the marginal abatement costs of participating sectors firms as a criterion in the initial allocation of carbon emission allowances

tightening environmental standards the benefit cost or the no cost paradigm ms ff ichael porter and claas van der linde have written a paper that is interesting and to us at least somewhat astonishing it is a defense of environmental regulation indeed an invitation to more stringent regulation that makes essentially no reference to the social benefits of such regulation this approach contrasts starkly with the methods that economists and other policy analysts have traditionally used when assessing environmental or other regulatory programs the traditional approach consists of comparing the beneficial effects of regulation with the costs that must be borne to secure these benefits for environmental regulation the social benefits include the reductions in morbidity or premature mortality that can accompany cleaner air the enhanced recreational opportunities that can result from water quality improvements the increased land values that might attend the cleanup of a hazardous waste site the enhanced vitality of aquatic ecosystems that might follow reductions in agricultural pesticide use or any of the other potentially significant benefits associated with tighter standards from this benefit cost approach emerges the standard tradeoff discussed in virtually every economics textbook porter and van der linde deny the validity of this approach to the analysis of environmental regulation claiming it to be an artifact of what they see as a static mindset in their view economists have failed to appreciate the capacity of

environmental and economic analysis of building integrated photovoltaic systems in italian regions abstract solar energy is a form of renewable energy that can be used to combat climate change through an environmentally accepted energy supply policy with support from both private and public consumers there are numerous factors contributing to the definition of the economic and environmental performance of solar energy investments such as average annual irradiation consumers consumption feed in tariff incentive system energy portfolio emissions produced by the photovoltaic system rated power of the individual modules disposable income of the investor availability of surface for the installation of the photovoltaic panels and mission that characterise the project environmental maximisation economic maximisation or self sufficiency of the system during the first year given the particular geographical position of italy the economic profitability and environmental impact of such system were estimated first on the provincial scale and then on the regional scale to delineate the general characteristics that are not caused by a single scenario the indicators used include the following net present value npv internal rate of return irr discounted payback period dpbp discounted aggregate cost benefit ratio bcr and reduction of emissions of carbon dioxide ercd the ultimate objective of the paper is to define the number of photovoltaic pv systems necessary to reach the target of renewable energy production in the above settings a general scenario appropriate to achieve this goal as well as implementing the total wealth generated by this framework and the reduction of co2 emissions resulting from the implementation of that plan will be examined the indicators used are total net present value per capita and reduction of carbon dioxide emissions per capita

environmentally sensitive productivity growth a global analysis using malmquist luenberger index abstract we examine conventional and environmentally sensitive total factor productivity tfp in 41 developed and developing countries over the period of 1971 to 1992 due to the non availability of reliable input and co 2 emissions price data the study uses directional distance function to derive malmquist luenberger ml productivity index the index allows us to decompose the tfp into measures of technical and efficiency changes dea is used to compute the directional distance functions we find that tfp index value is not different when we account for the co 2 emissions relative to the situation when they are freely disposable but for the components of tfp change technical and efficiency changes the null hypothesis of whether the indexes are the same under two different scenarios cannot be accepted issues of catch up and convergence or in some cases possible divergence in productivity are examined within a global framework the paper also studies the impact of openness on conventional and environmentally sensitive measures of productivity

potential cost savings from internal external co2 emissions trading in the korean electric power industry abstract korea plans to introduce an emissions trading scheme for the controlling greenhouse gas emissions in 2015 using shephard s 1970 output distance function we first estimate the shadow price of co 2 for power generators in the korean fossil fueled electric generation industry then by assuming that each power generator is required to reduce co 2 emissions by one ton we compute the potential cost savings from internal trading among generators within the same plant and from external trading across plants at prevailing market prices the results indicate that on average the generators paid 14 63 to abate one ton of co 2 emissions in 2007 plants realized additional gains through external trading in particular cost savings from trades between different fuel fired plants were substantial

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

technical efficiency shadow price of carbon dioxide emissions and substitutability for energy in the chinese manufacturing industries abstract china is the world s largest co 2 producer and energy consumer in this paper we calculate the maximum technically obtainable co 2 emissions reduction from the efficient use of inputs and estimate the shadow prices of co 2 emissions in order to assess the potential cost savings deriving from trading emissions among industries by measuring the input distance function for 30 chinese manufacturing industries our empirical results indicate that co 2 emissions could be reduced by as much as 680 million tons in the aggregate the shadow prices of co 2 vary from a high of 18 82 to a low of zero across industries with an average of 3 13 per ton additionally the estimated indirect morishima elasticities of substitution of capital for fossil fuels indicate that the substitutabilities of capital for oil gas and coal are higher than the substitutability for labor

multilateral productivity comparisons when some outputs are undesirable a nonparametric approach multilateral productivity comparisons of firms producing multiple outputs some of which are undesirable are obtained by making two modifications to the standard farrell approach to efficiency measurement the restriction that production technology satisfy strong disposability of outputs is relaxed to allow for the fact that undesirable outputs may be freely disposable and the efficiency measures are modified to allow for an asymmetric treatment of desirable and undesirable outputs performance measures that satisfy these requirements are calculated as solutions to programming problems the methodology is applied to a sample of mills producing paper and pollutants

marginal abatement costs of carbon dioxide emissions and its influencing factors a global perspective abstract reducing co 2 emissions has become a major and urgent environmental goal worldwide in this paper we sample the data of 41 regions including 165 countries from 2000 to 2014 and adopt a gravity model to obtain an overview of the global flows of co 2 emissions energy consumption the global economy and capital stock since the beginning of the 21st century we then investigate global technical efficiency reduction potential shadow prices and factors influencing the marginal abatement costs of co 2 emissions based on a quadratic directional output distance function the empirical results show the following 1 the global centres of gravity for co 2 emissions energy consumption and capital stock have accelerated their shift to the asian inland in the 21st century but the global centre of gravity for the economy did not show the same trend 2 global technical inefficiency demonstrates a u shape with a turning point in 2007 average annual total global co 2 emissions could be reduced by 4482 28 mt and the global marginal abatement costs of co 2 emissions are approximately 673 74 697 73 usd t 3 the relationship between economic development and marginal abatement costs is represented by a u shaped curve the world is currently in the climbing phase of this curve implying that controlling co 2 emissions is becoming more costly moreover energy structure industrial structure and co 2 emissions are negatively correlated with marginal abatement costs finally the financial crisis has had a significant effect on marginal abatement costs

energy abatement in chinese industry cost evaluation of regulation strategies and allocation alternatives abstract for chinese industry the costs of different energy consumption abatement scenarios are evaluated by the method of directional distance function these scenarios are based on the combinations of regulation strategies and allocation alternatives the former are sectors and provinces and the latter include the five principles of average intensity share absolute share discriminatory absolute and discriminatory intensity for all the scenarios the quantitative impacts in terms of output potential loss are calculated and compared due to less output potential loss for all the allocation alternatives the sector regulation strategy is shown to be more effective than the province regulation strategy it is also demonstrated that among all the scenarios considered the sector regulation based on the intensity share principle and the province regulation based on the absolute share principle are the two optimal the performances of energy abatement allocation of the 11th and 12th five year plans of china are assessed against the simulated scenarios

study on carbon capture and storage ccs investment decision making based on real options for china s coal fired power plants in this paper a quadrinomial model based on the theory of real options is developed to evaluate the investment in carbon capture and storage ccs retrofitting for existing coal fired power plants in china uncertainties in carbon price fossil fuel price investment cost and government subsidy are considered an existing typical 600 mw supercritical pulverized coal fired scpc plant is taken as a case study to illustrate the proposed model and the effects of government subsidy under different scenarios on the critical carbon price to invest in ccs are analyzed the results indicate that the real options approach has an advantage over the application of traditional net present value npv method when handling uncertainty and government subsidy has significant effects on reducing critical carbon price for investment in ccs the critical carbon prices are 103 56 rmb ton with 100 subsidy and 217 95 rmb ton without subsidy while the current average carbon price is 85 2 rmb ton this means that the current trading environment is not positive enough to attract investment in ccs retrofitting these conclusions provide theoretical foundation for decision making of ccs investment and related policy making

phase i completed an empirical assessment of the 1990 caaa with the conclusion of phase i trading of so2 allowances the epa declared the allowance trading policy to be a success the time had come to include cap and trade programs in the arsenal of effective policy tools in terms of reducing atmospheric emissions of sulfur dioxide the program appears to be successful it is not clear however whether or not the program has minimized the cost of achieving the emission reductions the measure of the true success of a market based incentive program however has yetto be quantified has the program resulted in converging marginalabatement costs across participant plants in this study i report theshadow prices of phase i power plants from 1994 to 1998 anddetermine that there are more costs to be saved within theambitious public policy experiment

decomposition of the environmental inefficiency of the meta frontier with undesirable output abstract in this paper we present an alternative analysis framework to evaluate the effects of technology heterogeneities and undesirable output on environmental efficiency measurement the proposed framework combines the directional distance function and a meta frontier analysis it can be used to measure efficiency improvements brought about by enhanced technical management and technological advances for demonstration purposes we used the framework to measure the environmental efficiency in 90 countries worldwide for the 2003 2007 period the results showed that when the meta technology set is used as the evaluation basis the average environmental efficiency of high competitiveness countries is greater than that of lower middle low and upper middle competitiveness countries the upper middle competitiveness countries perform worse than the lower middle and low competitiveness countries because of the excessive labor force usage and carbon dioxide emissions in these countries we also found that the environmental inefficiency of the meta frontier for high competitiveness countries can be attributed to managerial failure in the production process whereas that for upper middle lower middle and low competitiveness countries can be attributed to technological differences

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

estimating the shadow prices of so2 and nox for u s coal power plants a convex nonparametric least squares approach abstract weak disposability between outputs and pollutants defined as a simultaneous proportional reduction of both outputs and pollutants assumes that pollutants are byproducts of the output generation process and that a firm can freely dispose of both by scaling down production levels leaving some inputs idle based on the production axioms of monotonicity convexity and weak disposability we formulate a convex nonparametric least squares cnls quadratic optimization problem to estimate a frontier production function assuming either a deterministic disturbance term consisting only of inefficiency or a composite disturbance term composed of both inefficiency and noise the suggested methodology extends the stochastic semi nonparametric envelopment of data stoned described in kuosmanen and kortelainen 2011 applying the method to estimate the shadow prices of so 2 and no x generated by u s coal power plants we conclude that the weak disposability stoned method provides more consistent estimates of market prices

measurement of agricultural total factor productivity growth incorporating environmental factors a nutrients balance approach this article proposes to use nutrient orientated environmental efficiency ee measures to construct a nutrient total factor productivity index ntfp since nutrient orientated ee measures are consistent with the materials balance principle ntfp index is superior to other existing tfp indexes an empirical study on the environmental performance of an agricultural sector in 30 oecd countries from 1990 to 2003 yielded several important findings first these countries should be able to produce current outputs with at least 50 less aggregate eutrophying power implying that they should have been able to substantially reduce the potential for eutrophication second traditional tfp has grown by 1 6 per annum due to technical progress however there are lags in the responses of several countries to this technical progress third environmental tfp has grown at a slower rate than traditional tfp growth due to reductions in nutrient orientated allocative efficiency finally changes in input combinations could have significantly improved environmental efficiency and productivity these findings favor policy interventions and faster technological transfer to improve environmental performance

which policy is more effective carbon reduction in all industries or in high energy consuming industries from dual perspectives of welfare effects and economic effects abstract carbon emission reduction policy is the main method to curb carbon emissions and tackle climate change however few studies have investigated the effectiveness of carbon emission reduction polices from the welfare and economic perspectives this study establishes a dynamic general equilibrium model with input output structure and compares the effects of emission reduction in all industries and in high energy consuming industries the main conclusions are that carbon emission reduction constraints for all industries have more significant negative impacts on consumption and social welfare compared to emission reduction constraints for high energy consuming industries to be more precisely carbon emission reduction in high energy consuming industries has comparative advantages in maintaining social welfare stability regarding economic effects compared with the carbon emission reduction in high energy consuming industries carbon emission reduction in all industries leads to a larger decline in total output and outputs of most industries however the role of carbon emission reduction in all industries is more significant in promoting employment the carbon emission reduction policies of all industries and high energy consuming industries have strengths in economic effects respectively the findings could provide references for the government to take appropriate measures to promote carbon emission reduction and economic growth

issue in pollution control interplant cost differences and economies of scale debate on interplant pollution control cost differences focuses on the question of whether a system of taxes or transferable discharge permits should require those plants with low treatment costs to control a higher share of effluents another issue under debate is whether those industries with a large minimum size may be effectively barred by pollution control requirements evidence of the inefficiency of present institutional arrangements is shown by studying production function estimations of 30 pulp and paper mills in wisconsin and michigan a more efficient reallocation of pollution control resources could be effected with more market oriented regimes 58 references 6 tables dck

cost minimizing regulation of sulfur emissions regional gains in electric power environmental regulations set maximum allowable rates for sulfur dioxide emissions from electric utilities by ignoring firm differences in marginal abatement costs and preventing emissions trading these standards do not minimize the cost of reducing einissions this paper estimates marginal abatement cost functions for 56 utilities for 1973 79 marginal costs vary substantially across firms due to differences in the price of low and high sulfur fuels and the intensity of regulation the potential savings from a cost minimizing reallocation of abatement resources are estimated for five regions current expenditures are found to be 47 higher than cost minimizing levels i mplementation of the 1970 clean air act amendments relies extensively on technology based emission standards economists long have recognized that these standards can result in an inefficient allocation of pollution control resources engineering based restrictions ignore or oversimplify differences in abatement costs among polluters limited empirical research suggests that current standards result in substantially higher costs as much as ten times higher than a cost minimizing regulatory scheme 2 these studies however are based on engineering estimates of marginal abatement costs the models often assume that all polluters adopt control technologies that are required only for new plants and that have been largely unadopted by polluting firms 3 the impact of changing factor prices on marginal abatement costs typically is ignored the difficulty is that the resulting estimates of the cost of regulation neither adequately reflect the range of control options available to polluters nor take into account how polluters actually have responded to environmen

environmental regulation cost and industry structure changes nonstationary markov analyses are used to investigate impacts of environmental regulatory costs associated with compliance on changes in market structure in pulp and paper industries results show environmental regulation expenditures have statistically significant effects on the probabilities of capacity moving to a larger company size category so industry structure is affected by environmental regulation however counter to expectations results further show consolidation occurs with higher probability when environmental costs are falling rather than when they are rising policy analyses that presume immediate policy responses to cost changes or that industry structure is unchanged may yield time inconsistent policy conclusions

shadow prices of environmental outputs and production efficiency of household level paper recycling units in vietnam abstract the production efficiency and shadow prices of three environmental outputs bod cod and ss of 63 household level paper recycling units from a recycling craft village in vietnam are assessed a two stage procedure linear programming and stochastic estimation is used to estimate output distance function social capital as a production factor and environmental outputs are included in the output distance function results indicate that production efficiencies could potentially be improved by 28 there is a substantial variation in the shadow prices of environmental outputs among the production units of different types of paper products furthermore the average shadow prices of the three environmental outputs are all positive this indicates a potential for improving environmental quality though introducing pollution prevention methods to paper recycling production processes in vietnam e g recirculation of wastewater and suggests that it may be inappropriate to restrict the shadow prices of environmental outputs to be non positive for the analysis of some production processes

assessing the impact of formal and informal regulations on environmental and economic performance of brazilian manufacturing firms this study investigates the impact of formal and informal regulations on environmental and economic performance of brazilian manufacturing firms we adopt a dual approach where production technology is represented by a cost function approximated by a translog form pollution is considered as a negative by product that can be modified trough using either formal regulation inspections or sanctions or informal regulation community pressure a simultaneous equation model is estimated by three stage least squares on a sample of 404 industrial establishments located in the state of sao paulo brazil we show that pollution abatement costs for the brazilian manufacturing sector are different from zero which suggests that pollution emissions are affected by environmental regulation we also demonstrate that environmental performance of firms is jointly affected by formal and informal regulation lastly formal regulation is largely influenced by informal regulation and more specifically by community pressure

a nonparametric analysis of variable cost minimization in the united states paper industry nanparametric tests of consistency of data with variable cost minimization returns to scale homotheticity are described and applied to data from the us paper industry results indicate that data from the us paper industry are consistent with the minimization of variable costs increased productivity due to technological improvements or increasing returns to scale and a homothetic production function a method derived from nonparametric estimation for screening hypothesized data sets prior to predictive use with an estimated production function is described

industrial natural gas consumption in the united states an empirical model for evaluating future trends abstract this study develops a statistical model of industrial us natural gas consumption based upon historical data for the 1958 2003 period the model specifically addresses interfuel substitution possibilities and changes in the industrial economic base using a relatively simple approach the framework can be simulated repeatedly with little effort over a range of different conditions it may also provide a valuable input into larger modeling exercises where an organization wants to determine long run natural gas prices based upon supply and demand conditions projections based upon this demand framework indicate that industrial natural gas consumption may grow more slowly over the next 20 yr than being projected by the u s energy information administration eia this conclusion is based upon the assumption that natural gas prices will follow oil prices as they have done over recent decades if natural gas prices should lag well below oil prices as envisioned by the latest eia outlook industrial natural gas consumption should rapidly expand well beyond the levels being projected by eia

green productivity growth in china s industrial economy abstract this paper uses a directional distance function ddf and the malmquist luenberger productivity index to estimate the changing patterns of green total factor productivity gtfp growth of 38 chinese industrial sectors during the period 1980 2010 unlike the measures of traditional total factor productivity tfp growth the ddf incorporates carbon dioxide emissions as an undesirable output directly into the production technology which credit sectors for simultaneously reducing their emissions and increasing their output our estimates of aggregate and sector level gtfp growth reveal that chinese industry is not yet on the path towards sustainable low carbon growth a dynamic panel data analysis of the determinants of gtfp across sectors is used to identify factors that might rectify this situation including state owned enterprise soe reform the growth of small private enterprises continued openness to foreign investment and higher spending on r d particularly in emission intensive sectors

the applicability of marginal abatement cost approach a comprehensive review abstract the marginal abatement cost mac methodology is widely used in climate change policies policy makers rely on mac to assess feasible strategies and related costs to achieve emission reduction goals this paper introduces a variety of mac methodologies aiming at solving diverse problems which utilizes various calculable logic thus producing different results and implications this study applies a mind mapping method to capture differentiation of mac methods and systematically classify mac methodologies the applicability path analysis was proposed based on principles such as stakeholder type decision making objectives cost concept strategy mode and information scope our goal is to assess the applicability of different methodologies to reduce misuse by policy makers and to serve as a guide for subsequent research which might prompt and lead to the derivation of more consequential results in future studies the results of this study suggest that the complex method is not always better than the simplified method because policy makers are required to select the appropriate method according to the type of information needed it may even be suggested that mac could be reliable by ranking relative value of options compared with baseline rather than focusing on the absolute value of individual measures

the potential for cost savings in the sulfur dioxide allowance market empirical evidence from florida since the passage of the 1990 clean air act amendments researchers have hastened to appraise the new market for sulfur dioxide so2 emission allowances as the epa s program moves into its second phase some analysts question whether large enough savings are available to induce widespread market participation this study calculates the shadow prices of emission reductions for power plants that serve florida and compares the actions of utility owners to the actions predicted by the shadow prices the evidence suggests that plant owners have not taken full advantage of the opportunities the allowance market has provided to date

measuring environmental efficiency of industry a case study of thermal power generation in india technical and environmental efficiency of some coal fired thermal power plants in india is estimated using a methodology that accounts for firm s efforts to increase the production of good output and reduce pollution with the given resources and technology the methodology used is directional output distance function estimates of firm specific shadow prices of pollutants bad outputs and elasticity of substitution between good and bad outputs are also obtained the technical and environmental inefficiency of a representative firm is estimated as 0 06 implying that the thermal power generating industry in andhra pradesh state of india could increase production of electricity by 6 while decreasing generation of pollution by 6 this result shows that there are incentives or win win opportunities for the firms to voluntarily comply with the environmental regulation it is found that there is a significant variation in marginal cost of pollution abatement or shadow prices of bad outputs across the firms and an increasing marginal cost of pollution abatement with respect to pollution reduction by the firms this result calls for the use of economic instruments like pollution taxes instead of command and control regulation used currently in india to reduce air pollution

weak disposability in nonparametric production analysis with undesirable outputs environmental economics and natural resources group at wageningen university in the netherlands weak disposability of outputs means that firms can abate harmful emissions by decreasing the activity level modeling weak disposability in nonparametric production analysis has caused some confusion this article identifies a dilemma in these approaches conventional formulations implicitly and unintentionally assume all firms apply uniform abatement factors however it is usually cost effective to abate emissions in those firms where the marginal abatement costs are lowest this article presents a simple formulation of weak disposability that allows for non uniform abatement factors and preserves the linear structure of the model

price discovery between private and public housing markets public and private housing markets are usually differentiated in terms of price regulations and policies but they are not necessarily segmented any integration as opposed to segmentation between private and public markets implies that the prices of private housing are interrelated with the prices of public housing determined in the open market if so information revealed in one market will be pertinent for making inferences on prices in the other market this paper addresses the price discovery or relation between public and private housing in view of singapore s substantial public housing programme that has an actively traded secondary market implications for the direction of price causality and upward mobility for households between housing price strata are examined

renewable energy technologies as beacon of cleaner production a real options valuation analysis for liberia abstract the importance of energy consumption for growth and development calls for improved decision support for a sustainable energy transition given africa s dependence on fossil fuels the economic and environmental savings from research development and deployment of renewable energy technologies may be substantial although the benefits of renewable energy technologies research development funding may appear to be low assuming immediate deployment the uncertainty in the non renewable energy price and the flexibility over timing makes research development program more appealing this study develops different scenarios in order to quantify benefits provided by research development funding for renewable power generation in liberia by using real options pricing approach to estimate the value of renewable energy technologies while taking into account the uncertainty of fossil fuel prices and learning by doing in renewable energy technologies the optimal solution shows that renewable energy technologies are economically attractive especially when external costs are internalized however annual research development funding is low and should be raised significantly in order to guarantee the highest possible investment incentives with minimal expenditures the study also hypothesizes that with the likelihood of renewable energy to replace non renewable energy renewable power use in liberia can potentially reduce carbon dioxide emissions by approximately 13 9 by 2015 compared to the 2008 levels the key insight provided by the real options analysis in this study is that while renewable energy may have inherent limitations such as seasonality of supply low energy content and capacity factor issues they still hold a significant amount of value which can only be detected when externalities are internalized thus underscoring the need for external costs related policies

a dea approach for estimating the agricultural energy and environmental efficiency of eu countries this study attempts to evaluate the energy and environmental efficiency of the primary sectors of the eu member state countries the evaluation is based on a non radial data envelopment analysis dea model which allows for non proportional adjustments to energy inputs and undesirable outputs and thus it provides different estimations for energy and environmental efficiency scores the 2001 2008 time period was selected for this research one of the most important findings is that countries like germany sweden or austria with strong environmental protection standards appear to be less energy and environmentally efficient compared with countries like denmark belgium spain france or ireland in addition a series of eastern european countries achieve low efficiency scores which can be characterized as expectable due to low technology level being implemented in the primary production process there are also two sub periods for this research the first one 2001 2006 covers the fully coupled with specific cultivations period for subsidy administation and the second 2007 2008 where the new decoupled subsidy scheme was implemented there are significant hints for considerable changes of energy and environmental efficiency after the implementation of the the new cap with the new member states siginificantly differ of both energy and environmental efficiency copmared with the older ones

environmentally sensitive productivity analysis of the canadian pulp and paper industry 1959 1994 an input distance function approach abstract this study employs a parametric input distance function that incorporates both desirable and undesirable outputs to provide a more complete representation of the production technology from which environmentally sensitive productivity and efficiency measures can be generated this framework also generates pollution abatement cost estimates that are useful for policy making an input based malmquist index of productivity growth that appropriately credits the producer not only for increases in marketable or desirable outputs but also for the production of improved environmental quality through pollution abatement activities is derived from the input distance function the method was applied to time series data from the canadian pulp and paper industry our shadow price estimates indicate that the marginal cost to producers of pollution control has been rising the main conclusion of this study is that productivity improvement from the social viewpoint has been stronger than conventional measures would suggest

productivity growth technical progress and efficiency change in industrialized countries this paper analyzes productivity growth in 17 oecd countries over the period 1979 1988 a nonparametric programming method activity analysis is used to compute malmquist productivity indexes these are decomposed into two component measures namely technical change and efficiency change we find that u s productivity growth is slightly higher than average all of which is due to technical change japan s productivity growth is the highest in the sample with almost half due to efficiency change jel c43 d24 in this paper we apply recently developed

sources of emission reductions market and policy stringency effects abstract international trade and economic development affect air emissions previous studies have decomposed their effects into scale composition and technique effects while the scale and composition effects occur through market responses the technique effect is a policy stringency influence through the mix of environmental policies this study analyzes whether the market or policy stringency effects are more prominent previous studies have been unable to adequately separate the market and policy stringency effects to independently measure the technique effect we use two indicators of policy stringency i e shadow prices of energy and industrial energy prices these policy stringency measures are treated as endogenous the effects on six types of air emissions are estimated utilizing a sector specific international panel dataset that includes newly industrialized and former transition economies the empirical results show that the major source of emissions reductions is the policy stringency effect through carbon related policies pollution offshoring to countries with weaker carbon related regulation has a minor role in the reduction of air emissions

capturing the least costly way of reducing pollution a shadow price approach abstract the production analysis literature is increasingly concerned with estimating marginal abatement costs yet most studies do not emphasize the ways in which pollutants may be reduced and their costs which makes them unable to identify the least costly compliance strategy this paper utilizes the materials balance principle to relate pollution to the employment of material inputs a production model which allows input and output substitution downscaling of operations pollution control and emission permits purchases as compliance strategies is proposed and the implications of joint and non joint pollution controls for the trade off between pollutants and desirable outputs are considered marginal abatement costs reflecting the least costly way of compliance are derived by exploiting the duality between the directional distance function and the profit function

slacks based efficiency measures for modeling environmental performance we develop two slacks based efficiency measures for modeling environmental performance on the basis of environmental dea technology of the two measures one is a composite index with a higher discriminating power for modeling economic environmental performance and the other can be used to estimate the impacts of environmental regulations we apply the proposed measures to model the co2 emissions of 30 oecd countries from 1998 to 2002 and present the results obtained

determining the optimal installation timing of building integrated photovoltaic systems abstract photovoltaic systems offer clean energy production and have the potential to meet future energy demands as a decentralized power source photovoltaic systems enhance the security of electricity supplies one type of photovoltaic systems building integrated photovoltaic systems offer additional advantages beyond traditional photovoltaic systems as they do not require large swatches of land as they are integrated into existing buildings unfortunately despite these benefits uncertainty regarding future electricity prices make valuing photovoltaic systems difficult which reduces their attractiveness in scenarios with uncertainty in future electricity prices investors have managerial flexibility in the form of deferring investment and considering various system sizes which can affect and improve system valuations considering that variation in electricity prices can jeopardize the timely installation of an optimally sized photovoltaic system the objective of this paper is to propose a real option framework to model the price of electricity and account for the value of managerial flexibility when valuing building integrated photovoltaic systems a case study using the framework is conducted to calculate the net present value of a real life building integrated photovoltaic project in daejeon south korea it was found that the optimal decision for would be building integrated photovoltaic system owners is to wait to invest in building integrated photovoltaic systems when there are high levels of uncertainty in future electricity prices this holds true even if the net present values for systems without options are positive when applying this strategy to the apartment complex in the case study it generated an option value of approximately 87 000