returns to scale damages to scale marginal rate of transformation and rate of substitution in dea environmental assessment abstract this study discusses a new use of dea data envelopment analysis environmental assessment to measure mrt marginal rate of transformation and rs rate of substitution between desirable and undesirable outputs to discuss mrt and rs this study first examines a concept of disposability from the perspective of corporate strategies to adapt a regulation change on undesirable outputs the concept of disposability is separated into natural and managerial disposability then this study explores the computational framework of rts returns to scale and dts damages to scale the type of rts is measured within the natural disposability while the type of dts is measured within the managerial disposability considering the two types of disposability this study discusses mrt and rs between desirable and undesirable outputs as an illustrative example this study applies the proposed approach to evaluate the performance of us coal fired power plants this study finds that the regulation policy on no x and so 2 has been effective on their emission controls under us clean air act caa the regulation on co 2 or a major source of the global warming and climate change is still insufficient in the united states therefore this study recommends that us federal and local governments should regulate the amount of co 2 emission under the caa

sustainability development for supply chain management in u s petroleum industry by dea environmental assessment abstract environmental assessment and protection are important concerns in modern business consumers are interested in environmental protection they avoid purchasing products from dirt imaged companies even if their prices are much less than the ones produced by green imaged companies the green image is very important for business survivability in our global market a business concern associated with the green image is how to attain corporate sustainability where companies can attain both economic success and pollution prevention in their operations there is tradeoff between economic prosperity and environmental concern to attain a high level of corporate sustainability companies need to measure the current performance in terms of their operational and environmental achievements this study proposes a use of data envelopment analysis dea for such assessment the proposed dea assessment provides corporate leaders and managers with not only the measure of corporate sustainability but also information regarding how to invest for technology innovation for abatement of undesirable outputs e g co 2 as an application this study utilizes the proposed approach to measure the corporate sustainability of petroleum firms in the united states the petroleum industry is functionally separated into integrated and independent companies the integrated companies referred to as major have their large supply chains for both upstream e g exploration development and production of crude oil or natural gas and downstream e g oil tankers refineries storages and retails meanwhile the independent companies focus upon the upstream function but not the downstream in their business operations the empirical comparison between the two groups of petroleum firms identifies that the integrated companies outperform the independent companies because a large supply chain incorporated into the former group provides them with both a scale merit in their operations and an opportunity to obtain consumer s opinions on their business operations thus the large supply chain system covering business functions for upstream and downstream enhances corporate sustainability in the u s petroleum industry it is easily envisioned that the empirical findings discussed in this study are useful in preparing business strategy and industrial policy for the petroleum industry of not only the united states but also other nations involved in oil and gas production

dea radial and non radial models for unified efficiency under natural and managerial disposability theoretical extension by strong complementary slackness conditions abstract this study proposes a use of data envelopment analysis dea for environmental assessment all radial and non radial models are discussed under natural and managerial disposability the natural disposability implies corporate strategy by which a firm attempts to decrease an input vector to decrease a vector of undesirable outputs given the decreased input vector a firm attempts to increase a vector of desirable outputs as much as possible this type of strategy supported by economists indicates negative adaptation to a regulation change on undesirable outputs in contrast the managerial disposability indicates opposite strategy by increasing the input vector this disposability expresses corporate strategy by which a firm considers the regulation change as a new business opportunity a firm attempts to improve its performance by utilizing new environmental technology and or new management this type of strategy supported by corporate strategists in u s business schools indicates positive adaptation to the regulation change on undesirable outputs using the proposed dea assessment this study examines the relationship among energy consumption economic development and environmental protection in japanese prefectures to theoretically extend the use of dea for environmental assessment this study incorporates strong complementary slackness conditions scscs into the proposed radial models the incorporation of scscs has three methodological strengths first dea scscs can handle an occurrence of multiple reference sets and multiple projections second the incorporation of scscs makes it possible to restrict dual variables multiples in a specific range without any prior information finally dea scscs can bypass the conventional procedure i e a radial model combined with an additive model used for dea radial measurement

efficiency analysis of chinese industry a directional distance function approach two efficiency measures of chinese industry were estimated at the provincial level from 1994 to 2002 using a directional output distance function one is a traditional efficiency measure that considers only desirable output while the other considers both desirable and undesirable outputs simultaneously a comparison of the two measures revealed that efficiency levels are biased only if desirable output is considered five coastal provinces municipalities that have attracted a large amount of foreign direct investment are found to be the most efficient when only desirable output is considered and also when both desirable and undesirable outputs are considered however omitting undesirable output tends to lead to an overestimate of industrial efficiency levels in shandong sichuan and hebei provinces we also found that a province s industrial structure has significant effects on its efficiency levels

does environmental regulation affect energy efficiency in china s thermal power generation empirical evidence from a slacks based dea model abstract data envelopment analysis dea has gained much popularity in performance measurement of power industry this paper presents a slack based measure approach to investigating the relationship between fossil fuel consumption and the environmental regulation of china s thermal power generation we first calculate the total factor energy efficiency without considering environmental constraints an environmental performance indicator is proposed through decomposing the total factor energy efficiency the proposed approach is then employed to examine whether environmental regulation affects the energy efficiency of china s thermal power generation we find that the environmental efficiency plays a significant role in affecting energy performance of china s thermal generation sector decreasing the discharge of major pollutants can improve both energy performance and environmental efficiency besides we also have three main findings 1 the energy efficiency and environmental efficiency were relatively low 2 the energy and environmental efficiency scores show great variations among provinces 3 both energy efficiency and environmental efficiency are of obvious geographical characteristics according to our findings we suggest some policy implications

returns to scale and damages to scale on u s fossil fuel power plants radial and non radial approaches for dea environmental assessment abstract this study proposes a new use of data envelopment analysis dea for environmental assessment paying attention to a methodological bias i e different methods produce different results dea is analytically classified into radial and non radial approaches the radial approach determines the level of unified operational and environmental efficiency by measuring an inefficiency score the score indicates the distance of a projection from an observed performance to an efficiency frontier in contrast the non radial approach determines the level of unified efficiency by measuring a total amount of slacks because each slack indicates inefficiency to avoid the methodological bias this study considers the use of radial and non radial approaches in this study we consider a production process where all organizations produce not only desirable good but also undesirable bad outputs as a result of their business operations to unify the two types of outputs this study discusses the concept of disposability which is separated into natural and managerial disposability the natural disposability indicates negative adaptation to a regulation change on undesirable outputs in contrast the managerial disposability indicates corporate strategy by which a firm considers the regulation change as a new business opportunity a firm attempts to improve its unified efficiency by utilizing new environmental technology and or new management this type of strategy indicates positive adaptation to the regulation change under the two disposability concepts this study discusses how to measure rts returns to scale under natural disposability and dts damages to scale corresponding to rts on undesirable outputs under managerial disposability the two scale measures are analytically discussed by the proposed radial and non radial approaches with scscs or without scscs where scscs indicate strong complementary slackness conditions an illustrative example on u s fossil fuel power plants indicates a policy implication that they need to introduce new technology for environmental protection this study also discusses a necessity of examining a methodological bias in energy studies empirical findings identified in this study document the practicality of the proposed approaches to measure rts dts

dea environmental assessment on u s industrial sectors investment for improvement in operational and environmental performance to attain corporate sustainability abstract environmental assessment has recently become an important business concern because consumers are interested in environmental protection they try to avoid purchasing products from dirt imaged companies which do not pay attention to environmental protection even if their prices are much less than the ones produced by green imaged companies thus a green image is very important for corporate survivability in a global market this study considers corporate sustainability indicating that companies need to consider both economic prosperity and pollution prevention in their operations to discuss the issue from corporate strategy for modern business this study discusses a use of data envelopment analysis dea for environmental assessment by focusing upon research and development r d strategy as well as technology innovation and selection for reduction of undesirable outputs e g co 2 emission this type of research has never been explored in previous studies it is easily envisioned that the proposed dea environmental assessment will guide corporate leaders in identifying how to invest for technology innovation to reduce an amount of undesirable outputs to discuss the practicality this study applies the proposed approach to 153 observations on s p 500 corporations in 2012 and 2013 the empirical investigation confirms that investors pay more serious attention to company s green image and the reality for a long run sustainability than profitability in a short run concern furthermore the energy sector is the best investment target among seven industrial sectors examined in this study the measurement of corporate sustainability can serve as an empirical basis in selecting what type of technology is fitted for a specific industry

operational synergy in the us electric utility industry under an influence of deregulation policy a linkage to financial performance and corporate value abstract sueyoshi et al 2009 have examined a synergy effect between electricity and gas services in the us electric utility industry they have compared electricity specialized firms with diversified utility firms in their financial performance and corporate value a problem of their study is that it has not empirically measured the operational performance of the electric utility firms as an extension of the preceding study this research investigates the operational performance of 104 us electric utility firms 1990 2004 by fully utilizing dea data envelopment analysis this study finds the three new policy implications first the synergy effect has not existed in the operational performance of diversified utility firms before and after the deregulation on the us electricity markets thus core business concentration is more effective for electric utility firms than corporate diversification to enhance their operational performance under the current us deregulation policy second the operational performance has had an increasing trend until 1996 and a decreasing trend after 1996 thus the us deregulation policy has been influential on their operational performance third the enhancement in operational performance of electric utility firms has improved their financial performance the improvement in financial performance has increased their corporate value thus this study finds the business causality among operational performance financial performance and corporate value in the us electric utility industry

data envelopment analysis for environmental assessment comparison between public and private ownership in petroleum industry abstract environmental assessment recently becomes a major policy issue in the world this study discusses how to apply data envelopment analysis dea for environmental assessment an important feature of the dea environmental assessment is that it needs to classify outputs into desirable good and undesirable bad outputs because private and public entities often produce not only desirable outputs but also undesirable outputs as a result of their production activities this study proposes the three types of unification for dea environmental assessment by using non radial dea models the first unification considers both an increase and a decrease in the input vector along with a decrease in the direction vector of undesirable outputs this type of unification measures unified efficiency the second unification considers a decrease in an input vector along with a decrease in the vector of undesirable outputs this type of unification is referred to as natural disposability and measures unified efficiency under natural disposability the third unification considers an increase in an input vector but a decrease in the vector of undesirable outputs this type of unification is referred to as managerial disposability and measures unified efficiency under managerial disposability all the unifications increase the vector of desirable outputs to document their practical implications this study has applied the proposed approach to compare the performance of national oil firms with that of international oil firms this study identifies two important findings on the petroleum industry one of the two findings is that national oil companies under public ownership outperform international oil companies under private ownership in terms of unified operational and environmental efficiency and unified efficiency under natural disposability however the performance of international oil companies exhibits an increasing trend in unified efficiency the other finding is that national oil companies need to satisfy the environmental standard of its own country while international oil companies need to satisfy the international standard that is more restricted than the national standards as a consequence international oil companies outperform national oil companies in terms of unified efficiency under managerial disposability

real wage indices this paper examines real wage measures that include leisure and nonlabor income in consumption decisions with respect to the advantages and disadvantages of partial versus complete welfare orderings and of utility based versus utility free wage indices in addition we argue that the usefulness of a real wage measure beyond welfare comparison has been ignored to test the robustness of utility based indices these real wage measures are calculated for two different utility function specifications the indirect addilog system and the linear expenditure system further comparisons are made against index bounds that are independent of the functional form for preferences

radial and non radial approaches for environmental assessment by data envelopment analysis corporate sustainability and effective investment for technology innovation abstract environmental assessment and protection are important concerns in modern business consumers are interested in corporate effort and investment for environmental protection it can be easily imagined that they avoid purchasing products from dirty imaged companies even if their prices are much less than the ones produced by green imaged companies a green image is recently a very important concern for corporate survivability in a competitive global market by extending previous works on environment assessment and corporate sustainability where companies need to consider both economic prosperity and pollution prevention in their operations this study discusses a new use of data envelopment analysis dea for environmental assessment by utilizing its radial and non radial measurements the proposed radial and non radial approaches may guide corporate leaders managers and policy makers by providing not only quantitative assessment on their efforts for environmental protection but also information regarding how to invest for technology innovation on abatement of undesirable outputs the empirical investigation identifies that the green investment in u s energy industry is useful for improving its unified operational and environmental performance if operational performance is measured by roa return on assets and an amount of co 2 emission reduction because the industry is the largest emitter among seven industry sectors examined in this study the green investment makes it possible that firms can increase their net incomes by a good corporate image however if the financial measure is replaced by a corporate value i e tobin s q ratio mainly measured by stock price the energy industry does not exhibit the best investment opportunity because the effect of green investment is limited on enhancing its corporate value the energy industry is a very large process industry so that the green investment does not immediately increase its corporate value as found in the other industrial sectors such as information technology industry

ecological total factor energy efficiency of regions in china most existing energy efficiency indices are computed without taking into account undesirable outputs such as co2 and so2 emissions this paper computes the ecological total factor energy efficiency etfee of 30 regions in china for the period 2005 2009 through the slack based model sbm with undesirable outputs we calculate the etfee index by comparing the target energy input obtained from sbm with undesirable outputs to the actual energy input findings show that china s regional etfee still remains a low level of around 0 600 and regional energy efficiency is overestimated by more than 0 100 when not looking at environmental impacts china s regional energy efficiency is extremely unbalanced the east area ranks first with the highest etfee of above 0 700 the northeast and central areas follow and the west area has the lowest etfee of less than 0 500 a monotone increasing relation exists between the area s etfee and china s per capita gdp the truncated regression model shows that the ratio of r d expenditure to gdp and the degree of foreign dependence have positive impacts whereas the ratio of the secondary industry to gdp and the ratio of government subsidies for industrial pollution treatment to gdp have negative effects on the etfee

toward a new conception of the environment competitiveness relationship accepting a fixed trade off between environmental regulation and competitiveness unnecessarily raises costs and slows down environmental progress studies finding high environmental compliance costs have traditionally focused on static cost impacts ignoring any offsetting productivity benefits from innovation they typically overestimated compliance costs neglected innovation offsets and disregarded the affected industry s initial competitiveness rather than simply adding to cost properly crafted environmental standards can trigger innovation offsets allowing companies to improve their resource productivity shifting the debate from pollution control to pollution prevention was a step forward it is now necessary to make the next step and focus on resource productivity

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

dea duality on returns to scale rts in production and cost analyses an occurrence of multiple solutions and differences between production based and cost based rts estimates this article discusses the concept of rts returns to scale in the framework of dea data envelopment analysis production and cost analyses focusing on an occurrence of multiple solutions and how to deal with such a difficulty dual relationships between production based and cost based rts estimates are also theoretically discussed in this study

environmental assessment for corporate sustainability by resource utilization and technology innovation dea radial measurement on japanese industrial sectors abstract this study proposes a new use of dea data envelopment analysis radial approach to examine the corporate sustainability of japanese industrial sectors the concept of corporate sustainability is measured by its subcomponent measures including uen unified efficiency under natural disposability uem unified efficiency under managerial disposability uenm unified efficiency under natural and managerial disposability uei unified efficiency for intermediate measurement and uenm dc unified efficiency under natural and managerial disposability with desirable congestion among the five measures the uei examines a degree of how each firm can efficiently utilize its resources the uenm dc examines a degree of how the firm can reduce an amount of undesirable outputs by technology innovation and or managerial change such a combined use between uei and uenm dc has been never explored in dea environmental assessment the empirical results obtained from the proposed approach have identified two important implications one of the two implications is that the japanese energy industry has been long under governmental regulation so that energy firms do not have corporate governance capabilities at the level of other industrial sectors which are competing in a global market in particular the implication is applicable to japanese electric power firms it is necessary for them to change their corporate governances e g by adding new executive board members who have international experience and or woman executives as widely found in american and european energy industries so that they can pay attention to consumers not regulatory agencies of the japanese government the other implication is that technology innovation can more effectively improve the performance of the energy sector employing high efficiency and low carbon generation technologies to achieve desirable fuel mix is essential for improving the corporate sustainability of the japanese energy sector

photovoltaic power stations in germany and the united states a comparative study by data envelopment analysis abstract this study compares photovoltaic pv power stations between germany and the united states to examine which country more efficiently provides renewable energy in their usages for the comparative analysis this study utilizes data envelopment analysis dea as a methodology to evaluate the performance of pv power stations from the perspective of both solar and land usages a total of one hundred sixty pv power stations eighty in germany and eighty in the united states are used for this comparison the demand for sustainable energy and energy security has been rapidly increasing over the past decade because of concerns about environment and limited resources pv solutions are one of many renewable technologies that are being developed to satisfy a recent demand of electricity germany is the world s top installer and consumer of pv power and the united states is one of the top five nations germany leads the way in installed pv capacity even though the nation has less solar resources and land area due to limited solar resources low insolation and sunshine and land area the united states should have a clear advantage over germany however the empirical result of this study exhibits that pv power stations in germany operate more efficiently than those of the united states even if the latter has many solar and land advantages the surprising result indicates that the united states has room for improvement when it comes to utilizing solar and land resources and needs to reform the solar policy for such a purpose feed in tariff fit may be an effective energy policy at the state level in the united states because the fit provides investors such as utility companies and other types of energy firms with financial incentives to develop large pv power stations and generation facilities for other renewable energy it may be true that the fit is a powerful policy tool to promote pv and other renewable installation and support a reduction of an amount of greenhouse gases however the fit poses a large financial burden to consumers with a massive increase in renewable energy installation like in germany and spain therefore it is necessary for the united states to consider how to align a policy with a speed of technology innovation to balance between the benefit and the cost derived from the policy implementation on renewable energy in addition this study discusses policy issues regarding cost allocation due to fit among stakeholders related to the electric power industry at the end this study proposes a new type of wholesale electricity market that provides simultaneous trading on electricity and greenhouse gas emissions by fully utilizing modern computer science technology that exists in universities and national laboratories of the united states

weak and strong disposability vs natural and managerial disposability in dea environmental assessment comparison between japanese electric power industry and manufacturing industries the economic concept of weak and strong disposability has long dominated studies on dea data envelopment analysis environmental assessment this study reviews the two disposability concepts from their conceptual and methodological implications in particular this study is interested in the concept of weak disposability because the concept is believed to have an analytical capability to measure an occurrence of congestion the two economic concepts on disposability accepted by production economists are replaced by natural and managerial disposability in this study the natural disposability implies an environmental strategy by which a firm attempts to decrease an input vector to reduce a vector of undesirable outputs given the decreased input vector a firm attempts to increase a vector of desirable outputs as much as possible this type of strategy indicates negative adaptation in contrast the managerial disposability indicates an opposite strategy by increasing the input vector this disposability expresses an environmental strategy by which a firm considers a regulation change as a new business opportunity a firm attempts to improve its unified performance by utilizing new clean air technology and or new management the strategy indicates positive adaptation considering the two groups of disposability this study compares between weak strong disposability and natural managerial disposability in terms of their conceptual and methodological differences focusing upon the concept of congestion and technology innovation furthermore using the concept of natural and managerial disposability this study compares japanese electric power firms with manufacturing firms this study finds that the manufacturing firms outperform the electric power firms under natural disposability an opposite result is found under managerial disposability this empirical study also finds that the two groups of japanese firms have attained desirable good congestion due to technology innovation based upon such empirical results this study identifies two policy implications one of the two implications is that the two groups of japanese industries have attained a high level of technology innovation by a result of environmental regulation the other is that the electric power industry operates more efficiently to reduce the co2 emission than the manufacturing industries

dea radial measurement for environmental assessment and planning desirable procedures to evaluate fossil fuel power plants abstract energy policy depends on a proper use of methodology in guiding a large energy issue such as the global warming and climate change dea is one of such methodologies that are often used for preparing environmental policy which is closely linked to various energy issues unfortunately the use of dea applied to environmental policy is insufficient often misguiding policy makers and other individuals who are involved in energy issues this study provides three guidelines for a use of dea in preparing environmental assessment first it is important to prepare both primal and dual formulations to confirm whether information regarding all production factors i e inputs desirable and undesirable outputs is fully utilized in dea assessment second dea has model variations in radial and non radial measurements it is necessary for us to examine environmental issues by different models in order to avoid a methodological bias existing in those empirical studies finally dea environmental assessment needs to incorporate the concept of natural and managerial disposability the natural disposability indicates that a firm negatively adapts a regulation change on undesirable outputs in contrast the managerial disposability indicates that a firm positively adapts the regulation change because the firm considers the regulation change as a new business opportunity

returns to scale and damages to scale under natural and managerial disposability strategy efficiency and competitiveness of petroleum firms environmental assessment recently becomes a major policy issue all over the world this study discusses how to use data environment analysis dea for environmental assessment for planning corporate strategy and international competitiveness an important feature of dea environmental assessment is that it classifies outputs into desirable good and undesirable bad outputs because all private and public entities produce not only desirable outputs but also undesirable outputs as a result of their production activities this study proposes the two types of output unification for dea environmental assessment by using a non radial model one of the two output unifications is that it considers a decrease in an input vector along with a decrease in the vector of undesirable outputs this type of unification is referred to as natural disposability the other unification considers an increase in an input vector but a decrease in the vector of undesirable outputs this type of strategy is referred to as managerial disposability both unifications increase the vector of desirable outputs after developing the two concepts on disposability this study theoretically explores how to measure returns to scale rts under natural disposability and damages to scale dts under managerial disposability to document the practicality of the proposed approach this study applies it to compare the performance of national oil firms with that of international oil companies this study identifies four important findings on the petroleum industry first national oil companies outperform international oil companies in the unified efficiency under natural disposability second international oil companies outperform national oil companies in the unified efficiency under managerial disposability third national oil firms exhibit a mixed result on rts while international oil firms exhibit decreasing rts finally both national and international oil companies exhibit increasing dts implying that all oil firms need to decrease their operational sizes for improving their environmental performance on co2 emission as an alternative strategy the result suggests that they need to introduce technology innovation e g clean air technology into their business operations the technology based strategy has more practicality than the size reduction in their operations

efficiency based rank assessment for electric power industry a combined use of data envelopment analysis dea and dea discriminant analysis da abstract this study discusses a combined use of dea data environment analysis and dea da discriminant analysis to determine the efficiency based rank of energy firms this type of performance evaluation is important because we often have a difficulty in accessing a large sample on energy firms to derive reliable empirical results the proposed approach is useful in dealing with such a limited number of energy firms often found in previous dea studies on energy industries in the world the proposed approach uses dea to classify energy firms into efficient and inefficient groups based upon their efficiency scores then it utilizes dea da to assess their efficiency scores and ranks in this stage we can find an adjusted efficiency score for each energy firm the proposed approach provides us with the following analytical capabilities all of which cannot be found in a conventional use of dea in assessing energy firms first the proposed dea approach can avoid zero in all multipliers on efficient energy firms by incorporating scsc strong complementary slackness condition so that it can handle an occurrence of multiple reference sets and multiple projections the dea result classifies all energy firms into efficient and inefficient groups second dea da applied to the two groups evaluates all energy firms by an industry wide evaluation not depending upon a limited number of efficient energy firms in a reference set as found in a conventional use of dea the analytical capability can reduce the number of efficient energy firms third the proposed approach can provide their efficiency based ranking scores finally we can conduct a rank sum test based upon their ranking scores to obtain a statistical inference as an application this study uses the proposed approach to examine the performance of japanese electric power industry we find two economic implications one of the two implications is that no major change has occurred in the operational performance of japanese electric power industry because of japanese sluggish economy from 2005 to 2009 the other implication indicates that there are strategic differences in the operation of japanese electric power firms after the liberalization

environmental assessment by dea radial measurement u s coal fired power plants in iso independent system operator and rto regional transmission organization abstract the economic concept of weak and strong disposability on undesirable outputs dominated the previous discussions on dea data envelopment analysis radial measurement for environmental assessment this study reexamines the economic concept from the perspective of corporate strategies on how to adapt a regulation change on undesirable outputs the economic concept of disposability conventionally accepted by production economists is replaced by natural and managerial disposability in this study the natural disposability implies an environmental strategy that a firm attempts to decrease an input vector to reduce a vector of undesirable outputs given the decreased input vector the firm attempts to increase a vector of desirable outputs as much as possible this type of strategy indicates negative adaptation meanwhile the managerial disposability indicates an opposite strategy by increasing the input vector this disposability expresses an environmental strategy by which a firm considers a regulation change on undesirable outputs as a new business opportunity a firm attempts to improve its unified operational and environmental performance by utilizing new technology and or new management the strategy indicates positive adaptation considering the two types of disposability this study discusses how to measure unified efficiency under natural and managerial disposability by dea radial models to document the practicality of the proposed dea environmental assessment this study applies it to compare the performance of u s coal fired power plants under isos rtos independent system operators regional transmission organizations with that of the other power plants not belonging to any organization this study identifies two empirical findings one of the two findings is that the latter coal fired power plants outperform the former power plants belonging to isos rtos in terms of three efficiency measures this result indicates that isos and rtos do not provide an effective coordination for coal fired power plants at the level that can be found in the other power plants the other finding is that there is technological improvement in the operation of coal fired power plants

consumer choice on ecologically efficient water heaters marketing strategy and policy implications in japan abstract this study examines how consumers select ecologically efficient water heaters in japan energy conservation in household water heating is increasingly important for reducing an amount of co 2 emission because the share of water heating in household energy consumption is approximately 30 recently japanese households have widely used ecologically efficient electric heat pump water heaters eco cute or gas fired water heaters eco jozu the total number of such efficient water heaters sold in japan was more than 2 5 million at the end of 2008 this study investigates various factors and impacts of marketing strategy for promoting the appliances in japan we apply mixed and nested logit models to a disaggregated choice data on water heaters from 2004 to 2008 this study considers retail energy prices a government financial support and marketing activities as important factors for appliance selection in addition we consider consumers housing attributes such as floor space and age of building this empirical study finds two business implications one of the two implications is that an increase in an energy price may enhance a choice probability of eco cute and eco jozu because a price increase invites consumer s consciousness on energy conservation so that a cost reduction on energy consumption becomes essential in a use of the efficient appliances the other implication is that marketing activities especially by recommendations from sales representatives and or housing suppliers are important for consumer behaviors the other important findings are discussed in this study this business experience in japan is useful to the other countries where ecologically efficient water heaters are not popular at the current moment

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

dea environmental assessment in a time horizon malmquist index on fuel mix electricity and co2 of industrial nations abstract climate change and global warming become a major policy issue in the world economic activities produce not only desirable outputs e g electricity but also undesirable outputs e g co 2 emission the important policy issue is how each nation can balance between economic development and environmental protection to attain a sustainable society in attaining the sustainable society environmental assessment is increasingly important because it can serve as an initial step toward the green growth of each nation for the purpose this study proposes a new use of dea data environment analysis for environmental assessment in a time horizon the proposed use of dea incorporates malmquist index to examine the degree 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 conceptually separated into six subcomponents which are further divided into twelve different subcomponents six subcomponents two disposability concepts under the natural and managerial disposability in the index measurement it is necessary for us to consider a frontier crossover among different periods because technology innovation usually has a time lag until it really appears as an empirical application this study utilizes the proposed approach to identify the relationship among fuel mix electricity and co 2 of ten industrial nations this study finds three important empirical findings first there is a time lag in technology innovation on electricity generation and co 2 emission reduction consequently it is necessary to consider the existence of a frontier crossover in assessing the electric power industry second nuclear generation as found in france as well as hydro and renewable energy as found in netherlands are important for the development of a sustainable society although the former is associated with a very high level of risk and the latter has a limited generation capacity finally the electric power industry has been making a corporate effort to reduce the amount of co 2 emission by utilizing nuclear and renewable energy

permanent differences in unemployment and permanent wage differentials this paper tests for the existence of wage premiums based on geographic and industry unemployment differences these differences are broken down into permanent and transitory components in equations controlling for variation in state generosity of unemployment insurance benefits findings indicate that wage premiums arise for long run unemployment differences but that negative short run shocks to industries generate wage cuts while positive shocks generate wage hikes therefore labor contracts accommodate long term anticipated unemployment and entail sharing of short term unemployment risks

inflation unemployment and public opinion polls it is well known that public opinion polls report that the public regards inflation as a more serious problem than unemployment in this paper we examine public opinion surveys with the aim of discovering what if anything the poll results mean we describe in some detail the questions about inflation and unemployment asked in the surveys and analyze the determinants in both cross section and time series of answers to those questions the typical opinion poll question about inflation and unemployment is which of the two problems inflation or unemployment do you think will cause the more serious economic hardship for people during the next year or so 1 section 1 discusses the possible issues to which opinion poll questions about inflation and unemployment might be relevant section 2 tabulates a variety of questions that have been asked along with the responses and examines the views expressed and their consistency both internal and across different polls section 3 presents a regression analysis of the cross sectional determinants of responses to the michigan poll question cited above while section 4 studies determinants of changes over time

fertility choice mortality expectations and interdependent preferences an empirical analysis we investigate the empirical relationship between child mortality and fertility across 46 low and middle income countries specifically we model the effect of mortality expectations and interdependent fertility preferences on fertility the direct marginal effect of mortality expectations on fertility is larger than zero but less than unity this implies that a decrease in mortality rates leads to a decrease in children born but to an increase in the number of surviving children and hence the rate of population growth taking into account interdependent fertility preferences whereby an individual s fertility choice affects the fertility decisions of others the marginal effect of mortality expectations on fertility becomes one hence if we allow for both mortality expectations and the amplifying effect of interdependent fertility preferences a decrease in child mortality has no net effect on the rate of population growth

eco efficiency analysis of power plants an extension of data envelopment analysis abstract in public discussion on environmental policy the notion of eco efficiency is often used the joint production of goods and undesirable outputs such as pollutants which may not be freely disposable without costs causes difficulties to measure the overall performance of the firm because of the absence of market prices for the undesirable outputs we are not able to estimate the environmental costs some of the measurement and evaluation difficulties can be overcome by employing data envelopment analysis dea as the efficiency measurement vehicle we propose the use of two different approaches in the first approach we start by decomposing the problem into two parts 1 the problem of measuring technical efficiency as the relation of the desirable outputs to the inputs and 2 the problem of measuring so called ecological efficiency as the relation of the desirable outputs to the undesirable outputs separately those two efficiency indicators are then combined in the second approach we treat pollutants as the inputs in the sense that we wish to increase desirable outputs and decrease pollutants and inputs the approaches are applied to the problem of measuring the efficiency of 24 power plants in a european country

dea approach for unified efficiency measurement assessment of japanese fossil fuel power generation this study discusses a new dea data envelopment analysis approach to measure the unified operational and environmental efficiency of energy firms it is widely known that they produce not only desirable good outputs e g electricity but also undesirable bad outputs e g co2 as a result of their plant operations the proposed approach incorporates an output separation desirable and undesirable outputs for the performance evaluation of energy firms in addition to the output separation this study separates inputs into energy and non energy inputs consequently the proposed approach incorporates not only the output separation but also the input separation within a computational framework of dea non radial measurement this study compares the proposed approach with other previous dea approaches used for the performance evaluation of energy firms after the methodological comparison this study applies the proposed approach for measuring the unified efficiency of japanese fossil fuel power generation this empirical study confirms that the implementation of kyoto protocol 2005 has not been effective on the unified efficiency of japanese fossil fuel power generation during the observed period 2004 2008 although the empirical result is inconsistent with the current japanese environmental policy under kyoto protocol it contains policy implications for guiding the future direction of japanese environmental policy on the electric power industry