institutions and the environmental kuznets curve for deforestation a crosscountry analysis for latin america africa and asia abstract the relationship between deforestation and income across 66 countries of latin america africa and asia is examined institutional characteristics as well as macroeconomic policies of each country are hypothesized to impact deforestation results show strong evidence of an environmental kuznets curve ekc relationship between income and deforestation for all three continents institutional structure and macroeconomic policy significantly affect the tropical deforestation process improvements in political institutions and governance significantly reduce deforestation the factors leading to deforestation differ across regions however and there is no one size fits all global policy recommendation for restraining the tropical deforestation process

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

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

does energy efficiency have a spatial spill over effect in china evidence from provincial level data abstract the analysis of spill over effect and mechanism is of great significance for eliminating the unbalanced development of regional energy efficiency our research considers the impact of external environmental factors on energy efficiency and the spatial durbin model is used to discover the spatial spill over effect and mechanism the main conclusions are as follows 1 eastern china is the most efficient region central china ranks second and west china ranks third with a gradually descending trend in the temporal dimension compared to the traditional dea model the results removed the environmental factors to be more in line with economic intuition 2 the spatial distribution of china s energy efficiency has a significant positive correlation from the global perspective implying that provinces with high energy efficiency are surrounded by neighbouring provinces with high energy efficiency and provinces with low energy efficiency are surrounded by neighbouring provinces with low energy efficiency provinces in each quadrant change slightly from a local perspective indicating that energy efficiency has stable spatial correlation characteristics 3 neighbourhood mimicry generates a complementary effect which promotes the spatial spill over of energy efficiency it is important to encourage yardstick competition and restrain lower tier competition 4 industrial structure market factors opening up energy price energy structure and environmental regulation exert certain influences on energy efficiency

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

the eco efficiency of pulp and paper industry in china an assessment based on slacks based measure and malmquist luenberger index abstract china has become the world largest paper and paperboard producer however pulp and paper industry has involved high resource consumption and severe pollution especially for water this research has assessed the eco efficiency of china s pulp and paper industry at the national level and provincial level an overview regarding the cleaner production of china s pulp and paper industry was presented to reveal the measures for reducing environmental impact in the last two decades slacks based measure was used to analyze the efficiency levels of 16 provinces pulp and paper industries to uncover the underlying causes of eco efficiency performance malmquist luenberger index was calculated to discover the drivers of productivity growth of pulp and paper industries our results showed that the pollution treatment of china s pulp and paper industry has made progress in terms of water consumption and water pollution although the absolute amount of pollution discharge is still large chemical oxygen demand emissions are still the first critical influencing factor of pulp and paper industry s inefficiency furthermore efficiency progress was the dominating contribution of the industry s productivity growth between 2010 and 2013 the policies for adjusting the industrial structure of pulp and paper industry have resulted in the scale effects through eliminating backward production capacity and accelerating merger and acquisitions moreover the productivity of pulp and paper industry was underestimated when the undesirable outputs were ignored it indicates that the stricter environmental regulations have positive effects on paper companies to internalize environmental pressures in the production activities through environmental management in the future pulp and paper companies should further internalize the cost of pollution treatment through scale effects and technology improvement

enforcement of pollution levies in china abstract this paper investigates how industrial plants react to inspections conducted by environmental authorities under the pollution levy taxation regulation in china contrary to studies in the united states and canada magat and viscusi 1990 laplante and rilstone 1996 and previous studies in china dasgupta et al 2001 we find that inspections increase plants self reported pollution by 3 45 we provide a model to analyze plants strategic reactions to the pollution levy regulation in china the model concludes that under the specific regulation plants actual pollution might increase with inspections our study provides a key policy implication that inspections by environmental authorities in china are effective for verifying plants self reported pollution but not for reducing their pollution

an empirical examination of information differences of opinion and trading activity abstract we investigate the relations between trading volumes and our proxies for information flows and divergences in opinions we view s p 500 index futures open interest as a useful proxy for divergences of traders opinions and find that volumes are higher on days when open interest increases than on days with declines volume in individual equities is more closely related to firm specific information flows while equity basket volume is more closely associated with market information this differential impact is greatest for small capitalization stocks where market wide news has no explanatory power

industrial eco efficiency regional disparity and spatial convergence of china s regions abstract in this study the industrial eco efficiency measures of 30 chinese provinces municipalities and autonomous regions from 2001 to 2015 were estimated based on a proposed data envelopment analysis dea model and the non convex metafrontier undesirable outputs super efficiency slacks based measure ncmeta us sbm which simultaneously incorporates non convex metafrontier technology undesirable outputs and super efficiency into slacks based measure subsequently dynamic spatial econometric models were employed to test the spatial convergence of industrial eco efficiency the empirical results show that 1 the average value of industrial eco efficiency was the highest in the eastern region 0 67 followed by the western region 0 30 and central region 0 27 indicating the existence of a significant regional disparity 2 strong evidence for global and club spatial convergence of industrial eco efficiency was found with regard to regional heterogeneity provinces in the eastern region converged faster than those in the central and western regions while the convergence speed of industrial eco efficiency increased after 2008 with respect to temporal heterogeneity 3 the ownership structure appeared to have a higher impact on industrial eco efficiency than other controls in the presence of spatial conditional convergence these findings are robust with regard to both spatial econometric model and spatial weighting matrix specifications based on the empirical analysis the following policies promote industrial eco efficiency in china have been recommended first relevant authorities must take effective measures to encourage the central western regions to adopt clean energy technologies the energy subsidy policies should strive to break through the technological lock in and turn to regional green development second full advantage of the spatial effects must be taken and technological exchanges and cooperation among neighboring areas must be strengthened to ensure that the industrial eco efficiency of the central and western regions converge with those of the eastern coastal areas policy implications of multidimensional heterogeneity and adjustment of industrial structure should be highlighted while promoting industrial eco efficiency finally it is crucial to emphasize factors such as foreign direct investment fdi ownership and industrial structures to attract fdi and optimize the current industrial structure

short interest and stock price crash risk abstract using a large sample of u s public firms we find robust evidence that short interest is positively related to one year ahead stock price crash risk the evidence is consistent with the view that short sellers are able to detect bad news hoarding by managers additional findings show that the positive relation between short interest and future crash risk is more salient for firms with weak governance mechanisms excessive risk taking behavior and high information asymmetry between managers and shareholders empirical support is provided showing that the relation between short interest and crash risk is driven by bad news hoarding

dynamics of china s provincial level specialization in strategic emerging industries this paper examines the dynamics of technological specialization in strategic emerging industries seis within each of mainland china s 31 provinces and the likely effectiveness based on the experiences of taiwan and south korea of the provinces strategies for developing these industries grounded in economic decentralization theories the empirical method employed includes analyzing the scores on an sei specialization promotion index per each province alongside several analytics of invention patent data from each province in the seven seis newly designated by the central level government as of 2010 the data is quantitatively analyzed according to four groups of indicators based on the following specialization relevant concepts comparative advantages and technological capabilities economy size and income technological uncertainty and lifecycles and latecomer entry into complex technologies where knowledge is most cumulative the analysis finds that china s system of economic decentralization has partially worked to ensure provincial industrial policymaking is effective whereby a notable number of provinces are seemingly pursuing sei development strategies in terms of sei selection and promotion that may enable catch up however paradoxically at the same time the system appears to sometimes facilitate provincial sei development strategies that are quite risky or even likely ineffective

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

journey for green development transformation of china s metal industry a spatial econometric analysis abstract the metal industry mi in china is energy and emissions intensive this paper tries to provide guidance for the green development transformation of china s mi by investigating the green total factor productivity gtfp and its influencing factors using a global data envelopment analysis and a spatial tobit regression model the estimation results show that 1 from 2000 to 2015 gtfp of china s mi enjoyed a considerable improvement however the current value of gtfp of china s mi is still less than 0 5 indicating that gtfp of china s mi is far from efficient 2 the spatial correlation test shows that gtfps of china s provincial mis have positive spatial correlations most of the provinces scattered in high high and low low agglomerations 3 gtfp of china s mi is significantly positive related to the degree of marketization fiscal decentralization environmental regulation industrial scale is significantly negative related to resources endowment and product structure and has u shaped relationship with the level of economic development the above results suggest that china already has made remarkable achievements in promoting green development of its mi however there is much room for further improvement policy options for the green development transformation of china s mi include but are not limited to promoting market oriented and financial system reforms strengthening environmental supervision and optimizing industrial scale and product structure finally recommendations for the effective implementation of these policies are provided at the end of the study

productivity and intermediate products a frontier approach abstract in recent years it has become popular to measure productivity using non parametric approaches however this has been done while ignoring intermediate products here we develop a non parametric productivity measure that explicitly incorporates such products

how do environmental regulation and environmental decentralization affect green total factor energy efficiency evidence from china abstract green development is critical for china s economic transformation enhancing green total factor energy efficiency hereafter gtfee is vital to emission reduction and to win win industrial development this study uses the panel data of 30 chinese provinces for the period 2005 2016 to investigate the relationship between environmental regulation and china s gtfee the spatial durbin model is employed to control for the possible spatial spillover effect a dynamic threshold panel model that can effectively address the endogeneity problem and regional heterogeneity is utilized to examine the potential non linear relationship between environmental regulation and gtfee under different conditions of environmental decentralization the estimation results indicate that there is a significant u shaped relationship between environmental regulation and china s gtfee with the further expansion of environmental decentralization the local government s autonomous choice of pollution control is improved the improvement of environmental decentralization can lead to negative moderating effect of environmental regulation on gtfee additionally the regression results of dynamic threshold model show that environmental decentralization can increase the negative influences of environmental regulation on gtfee interestingly the non linear impact of environmental regulation on gtfee is dependent on the specific type of environmental decentralization higher degree of environmental decentralization can lead to an increase in the restraining effect of environmental regulation on gtfee however an improvement in the decentralization of environmental supervision and environmental monitoring can increase the negative influences of environmental regulation on gtfee

the impact of industrial structure efficiency on provincial industrial energy efficiency in china abstract regional disparity in terms of industrial energy efficiency is noticeable in china due to the unbalanced economic progress in past decades analyzing the provincial industrial energy efficiency and its influencing factors is of great significance to formulate differentiated policies to date the influence of many social economic factors on the industrial energy efficiency have been examined but the impact of the inter industry structure has almost been ignored in this paper the slacks based measure model incorporating undesirable output is applied to evaluate the industrial energy efficiency both at the provincial level and the sectoral level in china for the period 2010 to 2016 then industrial structure efficiency is introduced which reflects the inter industry structure and takes the sectoral level energy efficiency into consideration and the impact of the industrial structure efficiency on provincial industrial energy efficiency is tested by tobit regression model the results show that huge discrepancies of provincial industrial energy efficiency exist and the industrial structure efficiency is confirmed to be a determinative factor to the provincial industrial energy efficiency with the coefficient of 0 525 policy recommendations are provided for adjusting the provincial inter industry structure and improving the industrial energy efficiency

short selling and exchange traded funds returns evidence from the london stock exchange abstractan exchange traded fund etf is a security that tracks a basket of stocks an etf investor gains immediate exposure to the basket by taking either a long or short position on this instrument both hedgers and speculators can short etfs making the informational content of increases in etf short interest difficult to interpret using high frequency daily short interest data for etfs traded on the london stock exchange between june 2006 and april 2010 we examine the price impact on etfs of increases in short interest contrary to most of the previous empirical evidence for individual stocks we find that large increases in etf short interest are associated with subsequent over performance relative to a benchmark index and this pattern is most pronounced during pre financial crisis period

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

will airline efficiency be affected by carbon neutral growth from 2020 strategy evidences from 29 international airlines abstract in this paper the impact of the carbon neutral growth from 2020 cng2020 strategy on airline efficiency is analyzed based on the predicted data of 29 international airlines during 2021 2023 the data is predicted through neural network following the principle of cng2020 strategy we calculate the emission limit for each airline two models network range adjusted measure with natural disposability and network range adjusted measure with managerial disposability are proposed to discuss the efficiency change when the cng2020 strategy is considered the following findings are gotten 1 under natural disposability the indices related with undesirable output have a larger role in deciding benchmarking airline 2 for most of the 29 airlines cng2020 strategy has little influence on their efficiency

evaluating the efficiency of industrial environmental regulation in china a three stage data envelopment analysis approach abstract environmental regulation is of great concern to international academics and policy makers previous studies often regarded environmental regulation as an influencing factor when calculating eco efficiency or energy efficiency more attention should be given to the efficiency of environmental regulation especially in industrial field according to exiting studies industrial environmental regulation efficiency iere may be influenced by external environmental factors to explore the influence and obtain an actual efficiency this paper calculated iere in china by using the panel data of 30 regions from 2011 to 2015 the 12th five year plan period through the three stage data envelopment analysis approach firstly the undesirable slacks based model method was used to calculate the original iere secondly the economic base industrial structure urbanization level and education level were taken as external environmental variables and the effect of external environmental factors and stochastic disturbance were excluded thirdly the actual iere can be calculated after adjusting input values the results showed that china s iere was underestimated due to the impact from external environmental factors moreover the iere was more influenced by pure technical efficiency than scale efficiency the iere of each region varied thus targeted policies should be formulated according to local conditions this research provided a new analytical method for calculating environmental regulation efficiency the method can be applied either in other countries or in other sectors

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

productivity growth and environmental regulations accounting for undesirable outputs analysis of china s thirty provincial regions using the malmquist luenberger index this paper employs the malmquist luenberger ml productivity index to evaluate china s growth in total factor productivity tfp incorporating undesirable outputs during the period from 1989 to 2008 the ml productivity index and its components technical and efficiency changes are derived from the directional distance function which gives credit for an increase in good outputs and for reductions in undesirable outputs the average annual ml productivity growth accounting for undesirable outputs is 2 46 whereas the value of the traditional malmquist productivity index is 4 84 showing that the true tfp growth in china is overestimated if undesirable outputs are ignored we explore the strictness in enforcing environmental regulations and its impact on improvements in ml productivity the results show that the enforcement of environmental regulations in china is in general far below the levels achieved in the best performing regions and that the more stringent enforcement of environmental regulations would help to improve ml productivity growth in china

short selling and common stock prices an analysis of overall market data and of individual companies traded on the nyse amex and otc markets indicates a positive but statistically insignificant relation between changes in short position and stock prices even after accounting for market movements and risk short sellers on average do not earn abnormal returns furthermore the relation between short selling and stock price does not seem to be materially affected by whether the stock is traded on the nyse or amex or over the counter the results provide strong evidence refuting the popular notion that short sellers earn abnormal profits at the expense of less informed traders short sellers do not appear to drive prices down through their short sales in fact if anything short sellers provide market liquidity by shorting into up markets and reducing short positions in down markets

third degree price discrimination in linear demand markets effects on number of markets served and social welfare author affiliation victor kaftal department of mathematical sciences 839 c old chemistry building university of cincinnati cincinnati oh 45221 usa victor kaftal uc edudebashis pal department of economics 1204 crosley tower university of cincinnati cincinnati oh 45221 debashis pal uc edu corresponding author acknowledgment we are grateful to rick harbaugh laura razzolini david sappington and two anonymous reviewers debashis pal is also grateful to taft research center for financial support 1 introductiondoes monopolistic third degree price discrimination reduce social welfare the question has continued to intrigue economists and policy makers for more than half a century the seminal work of robinson 1933 shows that if a monopolist with a constant marginal cost sells in two distinct and independent markets having linear demands then welfare falls with third degree price discrimination almost half a century later schmalensee 1981 reexamines robinson s result and demonstrates that for any number of markets with linear demands third degree price discrimination lowers welfare schmalensee 1981 also establishes more generally that price discrimination increases welfare only if it increases aggregate output subsequently using ingenious duality approaches varian 1985 and schwartz 1990 generalize the results for correlated demands and nonlinear marginal costs 1it is therefore well known that for linear market demands and constant marginal costs monopolistic third degree price discrimination indeed lowers welfare it is important to note however that the welfare reducing effect of third degree price discrimination is derived under a crucial assumption it is assumed that if the monopolist is forced to charge the same price in all markets uniform pricing the monopolist would sell a positive quantity in each market in a recent article cowan 2007 considers various forms of nonlinear demands and presents the necessary and sufficient and or sufficient conditions for price discrimination to reduce welfare cowan 2007 however also assumes that all markets are served under uniform pricing yet when this assumption does not hold the welfare effects of monopolistic third degree price discrimination turn out to be significantly more intricate observe that when all markets are not served under uniform pricing price discrimination may increase welfare because price discrimination may serve markets that would not be served under uniform pricing thus relative to uniform pricing price discrimination has two countervailing effects on welfare aggregate welfare goes down in those markets that are originally served under uniform pricing whereas welfare goes up in those markets that are not served under uniform pricing therefore the additional welfare from the new markets under price discrimination may offset any loss of welfare in the markets that are originally served under uniform pricing the point is strongly emphasized in schmalensee s 1981 seminal work in the context of prescription drugs an identical sentiment is recently echoed in varian 2000 in the context of two markets the possibility of price discrimination opening up new markets is first analyzed graphically by battalio and ekelund 1972 layson 1994 also considers two markets but includes nonlinear demands and presents conditions for opening of new markets based on endogenous features such as elasticities in the context of patent policy opening of new markets by price discrimination is explicitly incorporated by hausman and mackie mason 1988 using two markets they show that price discrimination by a patent holder is socially desirable in many cases because it allows the patent holder to open new markets there is a related literature in spatial economics beginning with greenhut and ohta 1972 and holahan 1975 that deals with spatial price discrimination and market opening with linear demand

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