household saving in ldcs credit markets insurance and welfare some ways in which farmers in ldcs can protect their living standards against fluctuations in income are discussed after considering the theory of consumption under uncertainty when there is no or limited borrowing the case where some borrowing is allowed is also examined empirical evidence from some ldcs is used to look at i household borrowing and lending their importance and timing and their role in smoothing consumption and ii the life cycle behavior of consumption and income the results suggest that hump lifecycle saving is not likely to be a very important generator of wealth in ldcs and provide further evidence on the limited role of credit markets

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

marginal rate of transformation and rate of substitution measured by dea environmental assessment comparison among european and north american nations this study discusses the new use of dea data envelopment analysis environmental assessment to measure mrt marginal rate of transformation and rs rate of substitution among production factors e g inputs desirable and undesirable outputs to measure the degree on mrt and rs this study first examines a concept of disposability from the perspective of economic strategies to combat various environmental issues the strategies are extendable to a policy change for pollution prevention the underlying concept is separated into natural and managerial disposability under managerial disposability it is possible for us to measure an occurrence of desirable congestion or eco technology innovation considering the disposability concept this study discusses how to measure the type and magnitude of mrt and rs a problem of the mrt rs measurement is that these measures usually become unstable e g very large or small in these magnitudes because dea does not assume any functional form for economic activities to overcome such a difficulty this study equips dea environmental assessment with multiplier restriction by utilizing a unique feature on a proposed data treatment the multiplier restriction in dea has been never explored in previous works on environmental assessment in an application this study finds three important economic concerns on europe and north america first western europe outperforms eastern europe and north america in their unified efficiency measures under managerial disposability this study statistically confirms a difference between western and eastern europe but not between western europe and north america this result exhibits that eastern europe is not yet well developed at the level of the other two regions second eastern europe has exhibited mrt estimates that are different from western europe and north america the nations in eastern europe have an economic potential for industrial developments because the level of their industrial pollutions is less than that of the other two regions the potential is also found in their mrt estimates finally an interesting difference can be found in the rs estimate between eastern europe and western europe from 2008 to 2012 they have statistically exhibited a difference between the two regimes but not with north america this is because most nations in both western europe and north america have already attained a high level of economic successes so that they have a limited industrial potential under current production technology and eco technology the situation of the two regions will be changed along with new technology development in contrast eastern europe is different from the other two regions in terms of attaining such a level of social sustainability because of limited capital accumulation and limited opportunity for technology innovation

comparison among u s industrial sectors by dea environmental assessment equipped with analytical capability to handle zero or negative in production factors abstract a green image is recently an important component of corporate sustainability in modern business by extending the two previous works i e wang et al 2014 sueyoshi and wang 2014a this study discusses a new use of data envelopment analysis dea for environmental assessment by incorporating an analytical capability to handle zero and or negative in a data set the proposed approach provides us with not only new quantitative assessment on unified operational and environmental performance of firms but also information regarding how to invest for eco technology innovation for abating an amount of their industrial pollutions according to the previous studies the energy industry is an attractive investment target if desirable outputs are measured by return on assets roa as a short term concern and an amount of co 2 emission reduction the selection on a desirable output combination is important in understanding the corporate sustainability of the energy industry because it is the largest emitter among seven industry sectors examined in the previous studies however if the roa is replaced by a corporate value measured by tobin s q ratio as a long term concern the energy industry is not so attractive because it uses a very large production process so that green investment does not immediately increase the corporate value an empirical problem of these previous studies is that they have investigated only successful companies with positive roa or tobin s q ratios the analytical feature clearly indicates a methodological drawback of their studies in contrast this study pays attention to both successful companies with positive net incomes and unsuccessful companies with negative net incomes so being able to measure all aspects of their performance in a short term concern this study finds that the energy industry exhibits a high level of potential on green investment however the energy industry may be not attractive even in the short term concern i e net income partly because governmental regulations on their operation and pollution prevention efforts are stricter than the other industrial sectors this result may be seemingly inconsistent with wang et al 2014 rather the result indicates that successful energy firms can attain the corporate sustainability by investing eco technology innovation but unsuccessful ones cannot attain the sustainability even in the short term concern because they do not have large capital accumulation for eco technology investment whose importance has been first discussed by sueyoshi and goto 2010a in other words the eco technology investment for enhancing a high level of corporate sustainability depends upon an amount of net income generated by each energy firm

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

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

japanese fuel mix strategy after disaster of fukushima daiichi nuclear power plant lessons from international comparison among industrial nations measured by dea environmental assessment in time horizon abstract on june 1 2015 the japanese government has announced that the fuel mix will consist of nuclear generation with a range between 20 and 22 and renewable generation with a range between 22 and 24 of the total electricity generation by 2030 a difficulty in understanding the governmental future energy plan is that it does not contain any scientific evidence concerning why japan needs to maintain the amount of nuclear generation and that of renewable at the level between 20 and 22 and between 22 and 24 respectively to investigate the future energy plan this study uses data envelopment analysis dea as a methodology the proposed dea approach incorporates the property of translation invariance the property indicates that an efficiency measure should not be influenced even if inputs and or outputs are shifted toward a same direction by adding or subtracting a specific real number the property makes it possible that we can evaluate the performance of organizations whose production factors i e inputs desirable and undesirable outputs contain many zeros and negative values in a data set such an occurrence of zero and negative in production factors is widely observed in many dea performance evaluations this study first uses the desirable property for dea environmental assessment in a time horizon the proposed dea environmental assessment identifies that the reasonable ranges for japanese future fuel mix are a combustible fuel generation within the range between 34 5 and 56 1 b hydro generation within the range between 22 4 and 40 5 c nuclear generation within the range between 10 4 and 13 7 d pumped hydro generation within the range between 3 9 and 6 9 and e renewable generation within the range between 3 7 and 8 4 all of which are measured by these generation capacities it is clearly identified that the future fuel mix proposed by the japanese government is inconsistent with the estimated one which we determine by relatively comparing it with the energy structures of 33 industrial nations the comparison indicates that the japanese future energy plan will be too ambitious to implement the future goal it is easily envisioned that the energy plan will have a considerable difficulty in future it is hoped that the electric power industry can access drastic technological advancements including eco technology innovation and then japan will be able to change the future direction on fuel mix as the government expects

evaluating the environmental efficiency of a two stage system with undesired outputs by a dea approach an interest preference perspective abstract in this study we propose a new dea model to evaluate the environmental efficiency of a two stage system with undesired outputs the two stage system consists of two parts a production subsystem and a pollution treatment subsystem different choices for allocating resources to each subsystem represent different interest preferences of decision makers with the production subsystem corresponding to short term interests and the pollution treatment subsystem corresponding to long term interests based on a proposed new dea model three theorems are established to show the relationships between the interest preference parameter and the change of efficiency scores an empirical analysis was conducted using the data of 30 provinces and municipalities eight regions of china the empirical results show the effectiveness of the proposed model and the usefulness of the theorems for the real world data optimal efficiency rankings of the eight regions are provided and the efficiency rankings truly reflect the current environmental situations of these eight regions to examine the economic impacts and facilitate sustainable development we also analyze the shadow prices for undesired outputs corresponding implications of the empirical analysis are also discussed

energy efficiency and congestion assessment with energy mix effect the case of apec countries abstract to save energy and improve the environment has become a general consensus in the whole asia pacific economic cooperation region this study focuses on the issue of energy congestion which has been considered as one of the key factors influencing energy efficiency we employ a two stage data envelopment analysis model to assess the energy efficiency and congestion of asia pacific economic cooperation countries from 1995 to 2013 it is worth pointing out that the model takes undesirable outputs into account and is able to recognize energy mix effect on energy congestion there are some discussions which based on the empirical results it indicates that energy congestion has led to almost 20 percent of energy waste in asia pacific economic cooperation countries the conclusions are as follows in general energy efficiency of developing countries is lower than that of developed countries besides energy congestion mainly comes from fossil energy use however the congestion of non fossil energy shows a rising trend in recent years in addition a multiple liner regression analysis indicates that energy consumption and industry value added per gdp have positive effects on energy congestion and gdp per capita has negative effect on energy congestion at last we promote several policy recommendations to improve energy efficiency

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

optimal path for controlling co2 emissions in china a perspective of efficiency analysis this paper examines the optimal control of co2 emissions from a perspective of efficiency analysis several centralized data envelopment analysis dea models are introduced to study the optimal allocation of co2 emissions under spatial temporal and spatial temporal allocation strategies respectively the models have been used to determine the optimal paths for controlling co2 emissions at provincial and regional levels in china a sensitivity analysis of the optimal path on the emission control coefficient under spatial temporal allocation strategy is further carried out our empirical results show that more developed regions should take emission reduction responsibility earlier than less developed regions in china of the three allocation strategies spatial temporal allocation strategy seems to be a better choice for achieving the optimal control of co2 emissions at country level since it is more encompassing by allowing both timing and spatial substitutions it is also found that there exists an inverted u shape relationship between the aggregate optimal gdp and the emission control coefficient which shows that modest emission reduction policy might be more appropriate for china in order to achieve the joint goals of economic development and co2 emission reduction

returns to damage under undesirable congestion and damages to return under desirable congestion measured by dea environmental assessment with multiplier restriction economic and energy planning for social sustainability in china this study discusses the concept of natural and managerial disposability from their economic and methodological implications on social sustainability development then it explores their analytical linkages to a concept on congestion the concept is classified into undesirable congestion uc under natural disposability and desirable congestion dc under managerial disposability considering the two disposability concepts this study compares between returns to damage rtd under uc and damages to return dtr under dc conceptually uc and dc are conceptually different from rtd and dtr although they are closely related to each other group an occurrence of the former measures is identified by a single negative multiplier i e dual variable in contrast the latter measures are associated with multiple negative multipliers and an intercept of a supporting hyperplane on a production and pollution possibility set thus an occurrence of uc and dc is a necessary condition but not a sufficient condition on rtd and dtr respectively in terms of the number of negative multipliers on production factors to document the practicality of the proposed approach this study applies it to chinese economic and environmental assessment for its economic and energy planning for social sustainability development this study identifies four important findings first the chinese government has historically paid attention to the economic prosperity but not paying serious attention on the environmental pollution e g air pollution second there was an increasing trend in improving the two components i e economic and environmental performance measures regarding social sustainability third china s economic and energy policy concerns have been focused upon well developed municipalities e g beijing and shanghai and large provinces therefore it is an important strategy for the government to allocate economic and energy resources to other provinces so that china can reduce the industrial and regional imbalances as a result china can enhance the level of social sustainability finally the municipalities need strict regulation on traffic control in these metropolitan areas and a fuel mix shift from coal combustion to natural gas and renewable energies e g solar water and nuclear generations the fuel mix strategy along with the structure change e g from manufacturing to service and from public to private energy firms will be a major industrial policy issue for china in near future

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

credit markets in northern nigeria credit as insurance in a rural economy this article addresses the issues of imcomplete markets and imperfect information in the context of credit markets in rural northern nigeria in much recent theoretical literature the problems of moral hazard and adverse selection are assumed to be decisive for the organization of agrarian institutions in contrast it is found that in the four villages surveyed credit transactions take advantage of the free flow of information within rural communities information asymmetries between borrower and lender are unimportant and their institutional consequences the use of collateral and interlinked contracts are absent credit transactions play a direct role in pooling risk between households through the use of contracts in which the repayment owed by the borrower depends on the realization of random production shocks by both the borrower and the lender

learning heterogeneity and complexity in the new keynesian model abstract we present a new keynesian model in which a fraction n of agents are fully rational and a fraction 1 n of agents are bounded rational after deriving a simple reduced form we demonstrate that the taylor condition is sufficient for determinacy and stability both when the proportion of fully rational agents is held fixed and when it is allowed to vary according to reinforcement learning however this result relies on the absence of persistence in the monetary policy rule and we demonstrate that the taylor condition is not sufficient for determinacy and stability in the presence of interest rate smoothing for monetary policy rules that imply indeterminacy we demonstrate the existence of limit cycles via hopf bifurcation and explore a rational route to randomness numerically our results support the broader literature on behavioural new keynesian models in which the taylor condition is known to be a useful guide to monetary policy despite not always being sufficient for determinacy and or stability

a bi objective weighted model for improving the discrimination power in mcdea lack of discrimination power and poor weight dispersion remain major issues in data envelopment analysis dea since the initial multiple criteria dea mcdea model developed in the late 1990s only goal programming approaches that is the gpdea ccr and gpdea bcc were introduced for solving the said problems in a multi objective framework we found gpdea models to be invalid and demonstrate that our proposed bi objective multiple criteria dea bio mcdea outperforms the gpdea models in the aspects of discrimination power and weight dispersion as well as requiring less computational codes an application of energy dependency among 25 european union member countries is further used to describe the efficacy of our approach

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

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

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

new network data envelopment analysis approaches an application in measuring sustainable operation of combined cycle power plants abstract nowadays organizations deal with numerous economic environmental and social problems to have sustainable operations they have begun to incorporate environmental and social concerns into conventional economic objectives a combined cycle power plant ccpp is a good instance of an open system with multistage processes and interconnected activities efficiency evaluation of ccpps is a complex task since there exist a variety of inputs outputs which enter into any stages of network additionally there might be intermediate products which are consumed by the same power plants we call such factors loop intermediate measures to measure efficiency of ccpps network data envelopment analysis ndea is used this paper proposes new ndea models to evaluate efficiency of ccpps the proposed models calculate the efficiency of power plants and their sub sectors under both crs constant returns to scale and vrs variable returns to scale assumptions this paper provides a comprehensive analysis for returns to scale we apply the new ndea models to measure relative efficiency of ccpps

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

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

the role of intergenerational transfers and life cycle saving in the accumulation of wealth he purpose of this paper is to review what economists know at present about the following question how large a portion of the existing wealth is the result of a bequest motive that is of accumulation for the specific purpose of leaving bequests i will also endeavor to clarify why an answer to this question is of interest in the early keynesian period when the study of national saving first attracted wide interest relatively little attention was paid to what led people to save though it was generally understood that the main systematic reason was to leave bequests j m keynes in the famous chapter 9 of the general theory of employment interest and money 1936 had listed seven distinct motives for saving besides the leaving of bequests but five of these which include to increase one s future income or to insure one s independence and power implied that all or nearly all the accumulation would finally wind up as bequeathed wealth this in turn meant that most private wealth originated through bequests that is it either had been received through bequests or was destined to be bequeathed and indeed how else could society accumulate wealth however keynes 1936 p 107 also mentioned two further motives precaution that is to build up a reserve against unforeseen contingencies and foresight that is to provide for an anticipated future relation between the income and the needs of the individual or his family different from that which exists in the present as for example in relation to old age family education or the maintenance of dependents these motives in contrast to most of the previous ones have the

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

saving and liquidity constraints this paper is concerned with the theory of saving when consumers are not permitted to borrow and with the ability of such a theory to account for some of the stylized facts of saving behavior the models presented in the paper seem to account for important aspects of reality that are not explained by traditional life cycle models copyright 1991 by the econometric society

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

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

regional allocation of co2 emissions allowance over provinces in china by 2020 the mitigation efforts of china are increasingly important for meeting global climate target since the rapid economic growth of china has led to an increasing share in the world s total co2 emissions this paper sets out to explore the approach for realizing china s national mitigation targets submitted to the unfccc as part of the copenhagen accord that is to reduce the intensity of co2 emissions per unit of gdp by 40 45 by 2020 as well as reducing the energy intensity and increasing the share of non fossil fuel consumption through regional allocation of emission allowance over china s provinces since the realization of china s mitigation target essentially represents a total amount emission allowance allocation problem an improved zero sum gains data envelopment analysis optimization model which could deal with the constant total amount resources allocation is proposed in this study by utilizing this model and based on several scenarios of china s economic growth co2 emissions and energy consumption a new efficient emission allowance allocation scheme on provincial level for china by 2020 is proposed the allocation results indicate that different provinces have to shoulder different mitigation burdens in terms of emission intensity reduction energy intensity reduction and share of non fossil fuels increase

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

methodological comparison among radial non radial and intermediate approaches for dea environmental assessment abstract this study compares three dea approaches for environmental assessment all of which are designed to examine the level of simultaneous achievement on economic prosperity and environmental protection so measuring the degree of sustainability development dea standing for data envelopment analysis has been widely applied for performance assessment in the past five decades a new type of applications is referred to as dea environmental assessment and it measures the performance of many organizations that utilize inputs to produce not only desirable outputs e g electricity but also undesirable outputs e g co 2 in the previous studies dea based performance evaluation for environment assessment is methodologically classified into radial or non radial category recently a new intermediate approach analytically locating between the radial and non radial measures has been proposed as the third alternative a use of the intermediate approach has several unique features all of which cannot be found in the radial and non radial ones the new approach measures the degree of unified inefficiency on each production factor and determines the level of total unified inefficiency from the average of the sum of these inefficiency scores this study discusses the analytical features by comparing the intermediate approach with the radial and non radial ones the methodological comparison attempts to convey a message that dea is indeed an important methodology but not perfect rather it is an approximation approach to examine the performance of various organizations many dea applications on energy and environment often suffer from a methodological bias implying that different approaches produce different empirical results thus in guiding a large policy issue such as the global warming and climate change it is necessary for us to compare several different approaches e g models and concepts to derive a reliable empirical suggestion the importance of such a message is applicable to not only dea but also the other types of empirical research in natural and social sciences therefore this study discusses the methodological bias issue from the practicality of the three dea approaches in assessing various concerns on energy and environment

an analysis of spain s global and environmental efficiency from a european union perspective abstract sustainable economic growth from the environmental point of view is one of the commitments of the eu 28 different measures have been implemented to deal with this issue this work analyses spain s natural efficiency and management efficiency in their static and dynamic sense for the years 2005 2012 in comparison eu 28 the analysis has been carried out using the malmquist index and natural and managerial efficiency three variables have been considered as inputs work gross fixed capital formation and final energy consumption two variables are the outputs the gdp as a desirable output and greenhouse effect gas emissions as an undesirable output the result is that spain s managerial efficiency and natural efficiency are though their values are lower evolving in a similar manner to those of the countries which have been at the heart of the eu longer these levels of efficiency are higher than those of the block of countries which have joined the eu 28 more recently the natural malmquist index results indicate that these are the countries which have had a greater growth in productivity above spain s and the average of the more veteran countries

china s regional sustainability and diversified resource allocation dea environmental assessment on economic development and air pollution abstract environmental protection including the prevention of air pollution and health hazard materials such as pm2 5 and pm10 is now a very serious policy issue in china after attaining the rapid economic growth and development the pm stands for particular matter indicating the size of both solid particles and liquid droplets found in air unfortunately the economic development has produced a serious healthcare problem in not only china and other surrounding nations to enhance people s healthcare and appeal a good national image to the world china is recently looking for the new industrial and environmental policy direction to attain social sustainability in terms of economic development and environmental prevention to discuss policy implications on the new policy direction this study utilizes data envelopment analysis dea for assessment on its regional performance by incorporating pm2 5 and pm10 as undesirable outputs along with two disposability concepts i e natural disposability and managerial disposability no previous dea study has incorporated the amount of pm2 5 and pm10 in empirical investigation using a simulated data set for the period of 2013 2014 this study measures the efficiency of municipality cities under four different types of regional classifications the empirical results indicate that the chinese government should distribute its economic resources to cities which locate in the northwest region including lanzhou xining yinchuan and urumqi and reinforce more strict regulation on energy consumptions for environmental prevention in major cities e g beijing tianjin shanghai and chongqing the industrial policy change from the economic growth to the environment protection is essential for the future of china which is currently the second largest economic power in the world the environmental protection can enhance the china s image of contributing in economics industry and environmental protection to all other nations it can be envisioned that the new policy effort reduces the regional imbalance and increases the social sustainability in china the empirical findings and policy implications discussed in this study are applicable to not only china but also other industrial and developing nations and those are useful in guiding their industrial and environmental policy development

room for improvement in low carbon economies of g7 and brics countries based on the analysis of energy efficiency and environmental kuznets curves abstract carbon emissions which are nowadays targeted for significant reduction cause global warming with climate change producing a series of side effects including economic losses and ecological extinction the data envelopment analysis approach has recently been employed for environmental estimations the target of this study is to introduce a new data envelopment analysis method in order to provide environmental improvement suggestions this study measures the room for improvements in low carbon economies of g7 group and brics group based on the analysis of energy efficiency and environmental kuznets curves the main findings are as follows i the g7 group has greater room for improvement in its carbonization value than the brics group before 2005 however the latter has greater room for improvement in carbonization value than the former after 2005 ii countries with the backfire effect of a high carbon economy include germany italy and south africa iii during the data period three environmental kuznets curves including energy intensity emission intensity and carbonization value do not satisfy the environmental kuznets curve hypothesis that the curves are inverted u shaped on the contrary the three environmental kuznets curves in this study are u shaped

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

structural reform of japanese electric power industry separation between generation and transmission distribution this study examines the cost structure of japanese electric power industry to investigate whether a structural reform on the industry really enhances a cost saving benefit to consumers a composite cost function model using a panel data set is used for this study the data set consists of nine electric power companies from 1990 to 2008 based upon the estimation results this study examines whether economies of scale and vertical economies exist in the industry then this study conducts a cost subadditivity test that is a necessary condition of natural monopoly the empirical results indicate that the electric power firms exhibit the status of economies of scale in their transmissions and distributions and the operation as a whole however they do not exhibit economies of scale in their generations thus the transmission operation by integration in a large area can improve its economic efficiency furthermore the industry should introduce more competition in both generation and wholesale power markets where more firms can participate in their power trades this study also empirically confirms that vertical economies have existed in the industry moreover this study confirms that all the estimates in the cost subadditivity test satisfy the necessary condition of natural monopoly where each estimate indicates cost saving in cost subadditivity the test does not guarantee a sufficient condition of natural monopoly however it clearly indicates that the functional separation between generation and transmission will increase total production cost in the industry the complete separation may result in a net loss of economic efficiency if a competition benefit does not exceed an expected economic loss consequently this study suggests that the industrial structure of future japanese electric power industry should be evaluated from not only an expected benefit by introducing competition but also an unbundling cost that occurs with a loss of vertical integration

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

malmquist index measurement for sustainability enhancement in chinese municipalities and provinces abstract this study discusses a use of dea environmental assessment in a time horizon we use a radial approach to examine a dynamic change of index measures related to china s regional development and industrial pollution prevention in applying the proposed assessment to a time series data we need to examine components that produce a shift of an efficiency frontier in a time horizon a unique feature of the proposed assessment is that it incorporates a framework of malmquist index to examine the frontier shift among multiple periods here the frontier shift indicates a progress potential on technology development and or managerial improvement among observed periods thus it is not an efficiency measure rather the measurement eliminates inefficiency by shifting an organization to an efficiency frontier in this study the index is conceptually separated into 6 subcomponents which are further disaggregated into 12 different elements 6 subcomponents 2 disposability concepts under natural and managerial disposability concepts the proposed index measurement needs to consider a possible occurrence of a frontier crossover among different periods because technology diffusion on production activities usually has a time lag until it becomes really effective methodologically this study conveys the message that dea is an approximation method so being not perfect therefore it is necessary for us to use several different approaches e g potential improvement by measuring a frontier shift and efficiency analysis to obtain reliable empirical evidence as an application this study examines the level of sustainability related to 30 municipalities and provinces in china from 2003 to 2014 the following six policy implications are obtained in this study first all municipalities and provinces have made a considerable progress on their economies and pollution prevention efforts second the effect of the frontier crossover is limited in china because they attain a high level of their potentials on economic development and pollution prevention of course this effort is within the chinese boundary not international because this study does not compare them with other industrial nations third china needs to allocate its resources to western provinces at a level that it has used for coastal developments fourth the government should reinforce efforts on environmental protection in central and southern regions fifth the government has focused on the sustainability development in urban municipalities and provinces and then has gradually shifted the policy influence toward rural areas finally different empirical results are confirmed by the potential analysis which consists of the malmquist index measurement and the efficiency analysis both approaches need to be examined for future planning on chinese regional development

using weather variability to estimate the response of savings to transitory income in thailand this paper measures the extent to which farmers are able to use savings and dissavings to smooth consumption in response to unexpected shocks to income time series information on regional rainfall is used to construct estimates of transitory income due to rainfall shocks the relationship between these measures of transitory income and savings indicates that farm households save a significantly higher fraction of transitory income than nontransitory income jel d91 016 the incomes of farm households in developing countries are notorious for being both low and uncertain policies that increase the incomes of farmers may well be different

sustainability performance for brazilian electricity power industry an assessment integrating social economic and environmental issues the increased pressure on companies to address sustainability issues has resulted in the development of several voluntary corporate sustainability integration approaches the array of existing approaches is large and overwhelming resulting in companies not understanding what corporate sustainability really means for their businesses considering environmental economic and social issues this paper aims at assessing the performance of the brazilian electricity power industry in terms of its sustainability performance an analysis of global reporting initiative gri indicators for the energy sector lead to an assessment of its sustainability performance by applying data envelopment analysis dea specified with a directional distance function ddf five scenarios were created i flexible weights ii triple bottom line iii social issues iv economic issues and v environmental issues with considering i flexibility weights almost all companies are efficient we also found a significant difference when we compared i with the other four scenarios ii iii iv and v taking into account the triple bottom line scenario ii the results indicate that companies were less efficient when compared with the flexible weights scenario i taking into account the last three scenarios iii iv and v only four companies were considered as providing top benchmarks in sustainability performance

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

rationality of energy efficiency improvement targets under the pat scheme in india a case of thermal power plants abstract the market based perform achieve and trade scheme was introduced in india to enhance the energy efficiency of energy intensive sectors and for thermal power plants by reducing their specific energy consumption within the framework of a tradable certificate scheme international experience suggests that effectiveness of such schemes is greatly influenced by the assigned targets of the obligated units setting rational targets is thus a key aspect of successful implementation of the scheme in the present study we examine the rationality of the targets set for the power sector of india based on comparing it with energy saving potential of the plants and the targets assigned to the respective plants data envelopment analysis models are used to determine relative efficiency and energy saving potential the study results indicate that in most cases i the targets are much less than the actual potentials of the thermal power sector ii there exist substantial inefficiencies within the system in both energy use and managerial dexterity and iii if the sector realizes its full potential then the energy saving certificate market may witness a surplus of 4 7 million certificates on account of thermal power sector alone

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

saving in developing countries theory and review in the literature on economic development much of the interest in saving has been focused on the relation between saving and growth but saving is not only about accumulation it is about smoothing consumption in the face of volatile and unpredictable income and helping to ensure the living standards of poor people whose lives are difficult and uncertain this paper develops a model of households which cannot borrow but which accumulate assets as a buffer stock to protect consumption when incomes are low such households dissave as often as they save do not accumulate assets over the long term and have on average very small asset holdings but their consumption is markedly smoother than their income much of the evidence is as consistent with this view of saving as it is incosistent with standard views of smoothing over the life cycle and with explanations of the link between saving and growth in terms of life cycle saving behavior consumption smoothing is also a useful way of thinking about government policy where volatility in the world prices of taxed commodities can generate sharp fluctuations in government revenues as well as reallocations of revenue between the private and public sectors many important policy issues in developing countries hinge on issues of consumption and smoothing and research on these issues is currently likely to be more productive than work on the relation between saving and growth

dea environmental assessment on us petroleum industry non radial approach with translation invariance in time horizon abstract this study empirically assesses the performance of the petroleum industry focusing upon independent companies in the united states us for the empirical study we use the data envelopment analysis dea that has been widely used for environmental assessment and performance measurement the conventional use of dea requests that all observations in the data set should be positive prohibiting an occurrence of zero and or negative values the requirement of non negative value is inconsistent with the reality of us petroleum industry because many oil firms recently experience negative shocks in financial performance to overcome the obstacle this study discusses the property of translation invariance under undesirable congestion e g capacity limit in the transportation pipeline network and desirable congestion e g green technology innovation based on the non radial models the property implies that the unified efficiency measure should be not influenced even if production factors are shifted toward the same direction by adding or subtracting a specific real number the property makes it possible that we can evaluate the performance of firms whose production factors contain zero and or negative values this study is empirically concerned with practical implications of translation invariance from energy and environmental perspectives in addition this study examines the proposed environmental assessment in a time horizon for the purpose this study uses window analysis to examine an efficiency change along with a time shift our empirical investigation finds the following three implications first under the natural disposability the oil firms efficiency growth rates have become less than unity implying the industry wide difficulty or inability to cut back their drilling and production operations second all firms have been under regulatory and stakeholder pressures on air pollution therefore the efficiency growth rates under managerial disposability have not exhibited a major change during the observed annual periods finally such implications are statistically reconfirmed by regression analysis that examines how the change of energy price influences unified efficiencies under natural and managerial disposability an exception can be found in the natural disposability where energy prices influence their efficiency growths thus an increase in energy prices is important in maintaining a high level of efficiency growths in the us petroleum industry

an agent based approach with collaboration among agents estimation of wholesale electricity price on pjm and artificial data generated by a mean reverting model abstract this study examines the performance of mais multi agent intelligent simulator equipped with various learning capabilities in addition to the learning capabilities the proposed mais incorporates collaboration among agents the proposed mais is applied to estimate a dynamic change of wholesale electricity price in pjm pennsylvania new jersey mainland and an artificial data set generated by a mean reverting model using such different types of data sets the methodological validity of mais is confirmed by comparing it with other well known alternatives in computer science this study finds that the mais needs to incorporate both the mean reverting model and the collaboration behavior among agents in order to enhance its estimation capability the mais discussed in this study will provide research on energy economics with a new numerical capability that can investigate a dynamic change of not only wholesale electricity price but also speculation and learning process of traders

social sustainability measured by intermediate approach for dea environmental assessment chinese regional planning for economic development and pollution prevention abstract this study examines the level of simultaneous achievement on economic prosperity and environmental protection so measuring the level of sustainability by a newly proposed intermediate approach conventionally dea data envelopment analysis for performance evaluation was used to assess various economic activities of organizations that utilized inputs e g the number of employees to yield desirable outputs e g the number of products the methodology was usually classified into radial or non radial category in an effort of extending it to environmental assessment dea needs to incorporate undesirable outputs e g the amount of co 2 into the computational framework this type of assessment is referred to as dea environmental assessment the proposed intermediate approach develops a new type of dea environmental assessment by combining the analytical features of radial approach with those of non radial approach the new approach measures the level of unified inefficiency on each production factor and determines the level of total unified inefficiency from the average of the sum of these inefficiency scores a rank sum test and a mean test are additionally incorporated into the proposed intermediate approach such a combination enhances the statistical capability as an application this study examines the level of sustainability related to 30 provinces in china from 2003 to 2014 the application finds four policy implications first it is important for china to allocate its resources to western provinces at a level that it has used for coastal developments second the government continues to reinforce the policy making effort on environmental protection by paying attention to central and southern regions the chinese industries need to transfer toward green energy the transfer should be efficiently executed for their future developments third the government has focused on the sustainability development in urban provinces and then has gradually shifted the policy influence toward rural areas finally the policy implementation needs a time lag until it becomes effective the time lag on economic policy is longer than that of environmental policy the economic policy has historically produced a regional imbalance often leading to educational and income imbalances among chinese provinces

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