currency and credit in a private information economy in an environment with private information spatial separation and limited communication a currency like object and more standard named credits can be distinguished the credit objects can be used among agents in an enduring relationship that is among agents with known trading histories whereas the currency like object must be used among relative strangers in this environment collectively determined pareto optimal rules make the level of the currency like object and the mix of currency to named credits responsive to individual needs and to economywide states total indebtedness is determined by the number of lenders that is by preference or demand shocks and the mix of currency to credits is determined by transaction patterns among the agents

balancing productivity and consumer satisfaction for profitability statistical and fuzzy regression analysis this paper examines the relationships among productivity consumer satisfaction and profitability using the conventional statistical regression and the new fuzzy regression approaches for service firms in the context of hong kong we verify the profit hypothesis that individually both productivity and consumer satisfaction are positively linked to profitability as well as the tradeoff hypothesis that aggregately there are negative interactions between productivity and consumer satisfaction for enhancing profitability hence service firms should balance their efforts in productivity and consumer satisfaction possibly by employing appropriate information technologies to improve productivity while without hurting consumer satisfaction to optimize their profitability the study takes advantage of the hong kong consumer satisfaction index and deliberately focuses on total rather than partial productivity several models are first estimated using the ordinary least squares ols method and the results generally support the two hypotheses but the ols approach also leaves two puzzles that estimates of the regression coefficients are 1 not significant before considering the interactions between consumer satisfaction and productivity but significant after introducing the interaction term and 2 significant although sample data for productivity and the interaction term are highly correlated these puzzles together with the observed imprecision in productivity and profitability measurements and especially the subjectivity in measuring consumer satisfaction lead us to adopt the fuzzy linear regression flr techniques to further examine the two hypotheses the popular flr model continues to favor our research hypotheses but fail to offer any additional insights into the examined relationships over the ols models we then propose a revised flr model which in addition to reconfirming the hypotheses does help to explain the encountered puzzles and fuzziness and hence suggests an encouraging methodology for marketing

multivariate partial adjustment of financial ratios a bayesian hierarchical approach in this paper we propose a multivariate extension of the partial adjustment model of financial ratios to that end we use a dynamic factor model which assumes that financial ratios measuring essentially the same economic financial dimension of the firm evolve in a similar way reflecting the evolution of the common factor the proposed model is hierarchical with three levels the first describes the relationship between each ratio and its common factor the second describes the evolution of the common factors over time by means of lev s 1969 partial adjustment model and the third analyzes the similarity of firms adjustment coefficients taking into account their characteristics the methodology is applied to the analysis of a set of financial ratios related to the business and financial structure of the firm copyright 2008 john wiley sons ltd

identifying the efficiency status in network dea abstract data envelopment analysis dea is commonly employed to evaluate the efficiency performance of a decision making unit dmu that transforms exogenous inputs into final outputs in such a black box dea approach details of an internal production process of the dmu are typically ignored and hence the locations of inefficiency are not adequately provided in view of this dea researchers have recently developed various network approaches by looking into the black box where the inputs that enter the box and the outputs that come out of it are only considered however most of these network approaches evaluate divisional efficiency by using an optimal solution of their respective optimization problem if such an optimal solution is used in the case when there are multiple optima then managerial guidance based on this solution alone may be inappropriate because more appropriate targets from the viewpoint of management may be ignored taking this fact into account therefore we propose a network approach for identifying the efficiency status of each dmu and its divisions this approach provides a practical computational procedure

money is privacy an extensive literature in monetary theory has emphasized the role of money as a record keeping device money assumes this role in situations where using credit would be too costly and some might argue that this role will diminish as the cost of information and thus the cost of credit based transactions continues to fall in this paper we investigate another use for money the provision of privacy that is a money purchase does not identify the purchaser while a credit purchase does in a simple trading economy with moral hazard the efficiency of money is compared with that of credit and we find that money may be useful even when information is free

exploiting ergodicity in forecasts of corporate profitability abstract theory suggests that competition tends to equalize profit rates through the process of capital reallocation and numerous studies have confirmed that profit rates are indeed persistent and mean reverting recent empirical evidence further shows that fluctuations in the profitability of surviving corporations are well approximated by a stationary laplace distribution here we show that a parsimonious diffusion process of corporate profitability that accounts for all three features of the data achieves better out of sample forecasting performance across different time horizons than previously suggested time series and cross sectional models as a consequence of replicating the empirical distribution of profit rates the model prescribes a particular strength or speed for the mean reversion of all returns which leads to superior forecasts of individual time series when we exploit information from the cross sectional collection of firms the new model should appeal to managers analysts investors and other groups of corporate stakeholders who are interested in accurate forecasts of profitability to the extent that mean reversion in profitability is the source of predictable variation in earnings our approach can also be used in forecasts of earnings and is thus useful for firm valuation

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

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

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

network dea model for supply chain performance evaluation this paper constructs an alternative network dea model that embodies the internal structure for supply chain performance evaluation we take the perspective of organization mechanism to deal with the complex interactions in supply chain three different network dea models are introduced under the concept of centralized decentralized and mixed organization mechanisms respectively efficiency analysis including the relationship between supply chain and divisions and the relationship among the three different organization mechanisms are discussed as a further extension we investigate internal resource waste in supply chain

are football managers as efficient as coaches performance analysis with ex ante and ex post inputs in the premier league there is a controversy on sport performance literature about what type of inputs might explain more deeply the performance of sports clubs inputs specification controversy by one side several p

credit and identity theft abstract the quintessential crime of the information age is identity theft the malicious use of personal identifying data in this paper we model identity and its use in credit transactions various types of identity theft occur in equilibrium including new account fraud existing account fraud and friendly fraud the equilibrium incidence of identity theft represents a tradeoff between a desire to avoid costly or invasive monitoring of individuals on the one hand and the need to control transactions fraud on the other our results suggest that technological advances will not eliminate this tradeoff

productivity and customer satisfaction in swedish pharmacies a dea network model this paper presents a data envelopment analysis dea network model that allows inclusion of customer satisfaction in efficiency and productivity measures the network consists of a production node and a consumption node and offers flexibility in modelling the production and consumption process where a firm specific allocation of input resources to production and customer oriented activities is allowed the proposed model is applied on a sample of swedish pharmacies with organizational objectives that necessitates a monitoring of efficiency and productivity as well as customer satisfaction estimation results from the network model and a direct productivity model without customer satisfaction are compared and indicate that the technical efficiency is lower under the network model the productivity results indicate productivity progress under both models albeit with a slower rate of change under the network model

decomposition weights and overall efficiency in two stage additive network dea abstract data envelopment analysis dea is a technique for performance evaluation of peer decision making units dmus the network dea models study the internal structures of dmus using two stage network structures as an example the current paper examines additive efficiency decomposition where the overall efficiency is defined as a weighted average of stage efficiencies and the weights are used to reflect relative importance of individual stages we show that weights may not affect the calculation of stage efficiency scores and that variation in the overall efficiency resulting from using different weights can be associated with constant stage efficiencies we demonstrate the need to isolate the impact of weights on the overall efficiency we propose to use a new overall efficiency index to address some pitfalls in weighted additive efficiency decomposition our findings are illustrated using two empirical data sets representing two types of two stage network structures

dea like models for efficiency evaluations of specialized and interdependent units abstract the problem of evaluating the efficiency of a set of specialized and interdependent decision making subunits dmsus that make up a larger decision making unit dmu is considered the dmsus are interdependent in the sense that part of the output produced by each of them may be used as an input by the other ones they are also specialized hence non homogeneous as they may have not the same inputs and outputs for this problem some efficiency indexes are introduced and they are shown to satisfy some basic properties

efficiency analysis of major cruise lines three major cruise lines account for 82 of the total market share their financial statements show different results between the operating incomes and net incomes over time to examine the major causes of the differences this study measured the efficiency of the top three cruise lines to develop a network dea model to analyze the cruise operations at two stages namely operating and non operating stages in addition the determinants of the efficiencies were examined using a bootstrapped truncated regression model overall cruise lines were efficient at the operating stage but varied widely in the efficiency of the non operating stage cruise lines attempting high capacity expansion were relatively inefficient because of the heavy interest payments arising from the high debt to capital ratio moreover the neglected hedging policy regarding the financial risks also contributed to the inefficiency

social norms and money abstract in an economy where there is no double coincidence of wants and without public record keeping of past transactions money is usually seen as the only mechanism that can support exchange in this paper we show that as long as the population is finite and agents are sufficiently patient a social norm establishing gift exchange can substitute for money however for a given discount factor population growth eventually leads to the breakdown of the social norm additionally increases in the degree of specialization in the economy can also undermine the social norm by contrast monetary equilibrium exists independent of the population size we conclude that money is essential as a medium of exchange when the population is large

best performing us mutual fund families from 1993 to 2008 evidence from a novel two stage dea model for efficiency decomposition when analyzing relative performance especially at the institutional level the traditional data envelopment analysis dea models do not recognize vastly different and important activities as separate functions and therefore cannot identify which function may be the main source of inefficiency we propose a novel two stage dea model that decomposes the overall efficiency of a decision making unit into two components and demonstrate its applicability by assessing the relative performance of 66 large mutual fund families in the us over the period 1993 2008 by decomposing the overall efficiency into operational management efficiency and portfolio management efficiency components we reveal the best performers the families that deteriorated in performance and those that improved in their performance over the sample period we also make frontier projections for poorly performing mutual fund families and highlight how the portfolio managers have managed their funds relative to the others during financial crisis periods

financial sustainability and poverty outreach within a network of village banks in cameroon a multi dea approach abstract microfinance institutions face a double bottom line they perform financial tasks by giving microcredits to their customers and support projects aiming at reducing poverty in doing so they have to be financially self sufficient and to target poor people excluded from the traditional financial systems however a trade off may exist between financial sustainability and poverty outreach for these institutions by using a multi dea approach this paper shows that even if a trade off exists for 15 of the mc 2 mutuelles communautaires de croissance in cameroon there is no trade off for 46 of them in order to increase without trade off financial and social performance of inefficient mc 2 a benchmarking approach combing dea and performance indicators has been developed dea is used for identifying best practices and setting benchmarking goals performance indicators are used for characterizing areas needing improvements and following the evolution of mc 2 toward their goals i e for implementing benchmarking complementarity of both approaches provides a tool box for improving financial and social efficiency and reducing the trade off between financial sustainability and poverty outreach of microfinance institutions

money and credit redux do we need both money and credit in models with explicit roles for payment instruments we show the answer is no if credit is easy money is useless if credit is tight money can be essential but then credit is irrelevant and changes in debt limits are neutral real balances respond endogenously to leave total liquidity constant this is true for exogenous or endogenous policy and debt limits secured or unsecured credit and fairly general preferences and pricing mechanisms while we also show how to overturn some results the benchmark model suggests credit conditions matter less than some people think

resolving the deposit dilemma a new dea bank efficiency model abstract one of the weaknesses of current bank efficiency models is a disagreement as to the role of deposits in the bank production process some models view deposits as an input while others view them as an output such disparity of approaches results in inconsistent efficiency estimates in this study we propose an alternative data envelopment analysis dea bank efficiency model that treats deposits as an intermediate product thus emphasizing the dual role of deposits in the bank production process consequently the effect of the amount of deposits on bank efficiency depends on the efficiency at both stages of the bank production process the main advantage of our model is that it does not require a researcher to make a judgment call as to whether having more production approach or less intermediation approach deposits is better for bank efficiency our unified framework has the potential to produce more consistent efficiency estimates

dea malmquist productivity measure new insights with an application to computer industry abstract data envelopment analysis dea measures the relative efficiency of decision making units dmus with multiple inputs and multiple outputs dea based malmquist productivity index measures the productivity change over time the dea based malmquist productivity index can be decomposed into two components one measuring the technical change and the other measuring the frontier shift in the current study we provide an extension to the dea based malmquist approach by further analyzing these two malmquist components our proposed new approach not only reveals patterns of productivity change and presents a new interpretation along with the managerial implication of each malmquist component but also identifies the strategy shifts of individual dmus based upon isoquant changes we can make judgments on whether or not such strategy shifts are favorable and promising the approach is illustrated with a set of fortune global 500 computer and office equipment companies from 1991 to 1997

heterogeneous technologies strategic groups and environmental efficiency technology gaps for european countries abstract this paper measures technology tg and environmental efficiency technology gaps eetgs in 25 european countries over two distinct periods 2002 and 2008 examining the possible effect of adopted environmental regulations and the kyoto protocol commitments on environmental efficiency technology gaps however the introduction of the metafrontier in our analysis puts into our discussion the role of heterogeneous technologies and its effect on the above mentioned measures employing a directional distance function we investigate whether there is an actual difference in terms of environmental efficiency and efficiency performance among european countries considering the technological frontiers under which they operate the construction of individual frontiers has been realized employing a large number of variables that are highly correlated with countries learning and absorbing capacity new technological knowledge and using economic theory and classical frontier discrimination like developed vs developing north vs south and participation in the eurozone or not the overall results indicate a crucial role of heterogeneous technologies for technology gaps in both periods moreover a significant decrease for both measures although in different percent has been recorded emphasizing the key role of knowledge spillovers

strategic corporate social responsibility and economic performance this article proposes a novel corporate social responsibility csr index based on a data envelopment analysis dea model acknowledging the argument that companies might favour those csr dimensions that provide strategic competitive advantages we argue that the index can capture companies strategic approach to csr furthermore our findings reveal a neutral relationship between this strategic csr index and economic performance as measured by return on assets roa and tobin s q when controlling for firm unobserved heterogeneity and past economic performance by contrast an equally weighted index of the same csr indicators is found to be negatively related with roa which reinforces our claim that this specific dea based index is a measure of strategic csr

estimating most productive scale size using data envelopment analysis abstract the relation between the most productive scale size mpss for paparticular input and output mixes and returns to scale for multiple inputs multiple outputs situations is explicitly developed this relation is then employed to extend the applications of data envelopment analysis dea introduced by charnes cooper and rhodes ccr to the estimation of most productive scale sizes for convex production possibility sets it is then shown that in addition to productive inefficiencies at the actual scale size the ccr efficiency measure also reflects any inefficiencies due to divergence from the most productive scale size two illustrations of the practical applications of these results to the estimation of most productive scale sizes and returns to scale for hospitals and stem electric generation plants are also provided emphasize the advantage of this method in examining specific segments of the efficient production surface

cost efficiency of french rugby clubs this article analyses the cost efficiency of french first league rugby clubs using a stochastic frontier model the frontier estimation confirmed that the model fits the data well with all coefficients correctly signed and in line with the theoretical requirements the results show that one of the clubs is operating efficiently with the majority of clubs clustered around 20 inefficiency policy implications are derived

regulatory reforms and productivity an empirical analysis of the japanese electricity industry the japanese electricity industry has experienced regulatory reforms since the mid 1990s this article measures productivity in japan s steam power generation sector and examines the effect of reforms on the productivity of this industry over the period 1978 2003 we estimate the luenberger productivity indicator which is a generalization of the commonly used malmquist productivity index using a data envelopment analysis approach factors associated with productivity change are investigated through dynamic generalized method of moments gmm estimation of panel data our empirical analysis shows that the regulatory reforms have contributed to productivity growth in the steam power generation sector in japan

on money as a medium of exchange we analyze economies in which individuals specialize in consumption and production and meet randomly over time in a way that implies that trade must be bilateral and quid pro quo nash equilibria in trading strategies are characterized certain goods emerge endogenously as media of exchange or commodity money depending both on their intrinsic properties and on extrinsic beliefs there are also equilibria with genuine fiat currency circulating as the general medium of exchange we find that equilibria are not generally pareto optimal and that introducing fiat currency into a commodity money economy may unambiguously improve welfare velocity acceptability and liquidity are discussed

influencing factors on hydrogen energy r d projects an ex post performance evaluation abstract to enhance its energy security korea made a significant r d investment in developing hydrogen energy technology over a period of 10 years the hydrogen energy r d center was established in 2003 with a 100 billion korean won krw government investment that would fund the initiative through 2012 this paper is a meaningful attempt to evaluate the ex post performance of completed hydrogen energy r d projects using data envelopment analysis dea through empirical analysis we focus mainly on measuring ex post performance and uncovering the influencing factors on that performance the results of our empirical analysis reveal several interesting findings first overall the ex post performance of completed projects is relatively low however there are major performance gaps among projects second r d type technology type and private sector investment are factors influencing project performance more specifically projects identified as basic research storage technology or without private sector investment had the highest performance with an acceptable level of statistical significance third dea can provide unique information such as results of returns to scale and slack analysis which cannot be gleaned from parametric methods as time went on the decreasing returns to scale drs ratio increased and the increasing returns to scale irs ratio decreased this means that the r d budget was used less and less effectively as time passed moreover among the three year project period the second year s r d budget was used most efficiently in each r d project this study can provide meaningful information to policy makers to enhance the performance of future r d projects and to promote hydrogen r d projects as well as advance the hydrogen economy

hypercongestion in production correspondences an empirical exploration this empirical contribution reviews the rather limited existing literature measuring congestion in production it first compares current ways to measure congestion using nonparametric specifications of technologies in particular it focuses on the magnitude and incidence of the congestion detected in empirical studies using traditional radial efficiency measures thereafter it shows the limitations of this radial measurement and how alternative measurement schemes may reveal higher amounts of congestion then the new more general methodology of measuring s congestion is presented in particular we first present a numerical example to illustrate the way the s disposable technologies allow to capture more extreme forms of congestion by setting empirically determined upper bounds to the wasting of inputs then an empirical illustration is presented based on an existing sample of data a final section concludes

productivity measurement in industrial operations abstract conceptual foundations of productivity measures encompassing technical change technical efficiency scale efficiency and allocative efficiency are discussed three principal approaches to productivity measurement index measurement programming methods and econometric estimation are reviewed the merits uses information requirements and limitations of methods for the estimation of production and cost frontiers and their derivative productivity measures are assessed

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

contestable markets an uprising in the theory of industry structure presents a transcript of the presidential address delivered at the 94th meeting of the american economic association on december 29 1981 discussion of developments in the theory of industry structure welfare attributes of contestable markets behavior characteristics of oligopoly equilibrium intertemporal vulnerability to inefficient entry ebsco

money and dynamic credit arrangements with private information abstract we construct a model with private information in which consumers write dynamic contracts with financial intermediaries a role for money arises due to random limited participation of consumers in the financial market without defection constraints a friedman rule is optimal the mean and variability of wealth tend to fall with inflation in the steady state and the welfare effects of inflation are very small with defection constraints the effects of inflation on the distribution of welfare and consumption are large but the effect on average welfare is still small the relaxation of defection constraints resulting from higher inflation can cause a substantial increase in the real interest rate journal of economic literature classification numbers d8 e4 g2

non parametric efficiency progress and regress measures for panel data methodological aspects this purely methodological paper deals with the role of time in non parametric efficiency analysis using both fdh and dea technologies it first shows how each observation in a panel can be characterized in efficiency terms vis a vis three different kinds of frontiers i contemporaneous ii sequential and iii intertemporal these are then compared with window analysis next frontier shifts outward and inward interpreted as progress or regress are considered for the two kinds of technologies and computational methods are described in detail for evaluating such shifts in either case these are also contrasted with what is measured by the malmquist productivity index finally an alternative way of identifying progress and regress independent of the frontier notion and referring instead to some benchmark notion is extended here to panel data

comments on money is privacy by charles kahn james mcandrews and william roberds monetary theory and game theory three classes of models on money closely related to game theoretic models are i search theoretic models ii repeated games in a narrow sense and iii trading post games this note tries to point out the sense of affinity between the theory of microfoundations of money and the theory of repeated games in a broad sense of the term

online shopping and platform design with ex ante registration requirements we study platform design in online markets in which buying involves a nonmonetary cost for consumers caused by privacy and security concerns firms decide whether to require registration at their website before consumers learn relevant product information we derive conditions under which a monopoly seller benefits from ex ante registration requirements and demonstrate that the profitability of registration requirements is increased when taking into account the prospect of future purchases or an informational value of consumer registration to the firm moreover we consider the effectiveness of discounts store credit as a means to influence the consumers registration decision finally we confirm the profitability of ex ante registration requirements in the presence of price competition the online appendix is available at https doi org 10 1287 mnsc 2016 2595 this paper was accepted by j miguel villas boas marketing

an experiment on retail payments systems we study the behavioral underpinnings of adopting cash versus electronic payments in retail transactions a novel theoretical and experimental framework is developed to primarily assess the impact of sellers service fees and buyers rewards from using electronic payments buyers and sellers face a coordination problem independently choosing a payment method before trading in the experiment sellers readily adopt electronic payments but buyers do not eliminating service fees or introducing rewards significantly boosts the adoption of electronic payments hence buyers incentives play a pivotal role in the diffusion of electronic payments but monetary incentives cannot fully explain their adoption choices findings from this experiment complement empirical findings based on surveys and field data

deriving the dea frontier for two stage processes data envelopment analysis dea is a method for measuring the efficiency of peer decision making units dmus recently dea has been extended to examine the efficiency of two stage processes where all the outputs from the first stage are intermediate measures that make up the inputs to the second stage the resulting two stage dea model provides not only an overall efficiency score for the entire process but as well yields an efficiency score for each of the individual stages due to the existence of intermediate measures the usual procedure of adjusting the inputs or outputs by the efficiency scores as in the standard dea approach does not necessarily yield a frontier projection the current paper develops an approach for determining the frontier points for inefficient dmus within the framework of two stage dea

a dynamic multi stage data envelopment analysis model with application to energy consumption in the cotton industry abstract data envelopment analysis dea is a non parametric method for evaluating the relative efficiency of homogenous decision making units dmus with multiple inputs and outputs in this paper we present a dynamic multi stage dea dms dea approach to evaluate the efficiency of cotton production energy consumption in the proposed model the farms which consume resources i e fertilizers seeds and pesticides to produce cotton are assumed to be the dmus inputs not consumed during a planning period are carried over to the next period in the planning horizon initially a dms dea model is used to determine the overall efficiency of the dmus with dynamic inputs next the efficiency score of each dmu is calculated for each time period in the planning horizon we demonstrate the applicability of the proposed method and exhibit the efficacy of the procedures and algorithms with a real life case study of energy consumption in the cotton industry

dea malmquist productivity measure taiwanese semiconductor companies abstract in this research we employ data envelopment analysis dea to measure the malmquist productivity of semiconductor packaging and testing firms in taiwan from 2000 to 2003 malmquist productivity has three components the measurement of technical change the measurement of the frontier forward shift and the measurement of the frontier backward shift of a company over two consecutive periods this approach not only reveals patterns of productivity change and presents a new interpretation along with the managerial implication of each malmquist component but also identifies the strategy shifts of individual companies based upon isoquant changes therefore one can judge with greater accuracy whether or not such strategy shifts are favorable and promising we use slacks based measurement sbm and super sbm models to obtain more accurate measurements comparison is made between the results from sbm super sbm and ccr models

microfoundations for stochastic frontiers the purpose of the paper is to propose microfoundations for stochastic frontier models previous work shows that a simple bayesian learning model supports gamma distributions for technical inefficiency in stochastic frontier models the conclusion depends on how the problem is formulated and what assumptions are made about the sampling process and the prior after the new formulation of the problem it turns out that the distribution of the one sided error component does not belong to a known family moreover we find that without specifying a utility function or even the cost inefficiency function the relative effectiveness of managerial input can be determined using only cost data and estimates of the returns to scale the point of this construction is that features of the inefficiency function u z can be recovered from the data based on the solid microfoundation of expected utility of profit maximization but the model does not make a prediction about the distribution

currency and credit are equivalent mechanisms i study a pure exchange economy with many agents whose marginal utility of consumption is stochastically heterogeneous and independent of wealth with realized marginal utility of wealth private information i show that currency and credit are equivalent to a contract that is efficient when the privacy of information is viewed as a constraint and that the cash in advance constraint is an expression of an incentive constraint

assessment of china transit and economic efficiencies in a modified value chains dea model abstract this study incorporates the concepts of undesirable intermediate intermediate input uncontrollable input and undesirable output to the value chains model chen and zhu 2004 thereby creating a modified value chains model to compute transit and economic efficiencies in 30 regions of china the modified value chains model forms a more general formulation to the value added chains in the utilization of the above concepts it also provides an optimal intermediate measure which differs from the independent two stage measure empirical evaluations indicate that large scale transit development in china s coastal area does not necessarily represent higher transit efficiency because in the coastal area there is a lack of significant positive relationships between transit and economic efficiency high economic efficiency does not contribute to greater transit efficiency the finding also suggests that by simultaneously decreasing the quantity in passenger and freight transport transit and economic efficiencies have greatly improved in most regions of china

cost and learning efficiency drivers in australian schools a two stage network dea approach this article explore performance issues in australian public schools using a two stage dea network model which accounts simultaneously for both cost and learning efficiency levels in the cost efficiency stage different types of expenses and investments are employed to support a given number of students teachers and administrative staff in the learning efficiency stage these groups of individuals help to produce important outputs related to performance in student tests and school rankings results indicate that australian public schools are heterogeneous policy implications are also discussed

data breaches and identity theft abstract an environment is analyzed in which agents join clubs payment networks in order to facilitate trade the networks compile personal identifying data pid so as to match transactors to transactions histories technological limitations cause the networks data management practices to impact each other s incidence and costs of identity theft too much data collection and too little security arise in equilibrium with noncooperative networks compared to the efficient allocation a number of potential remedies are analyzed 1 reallocations of data breach costs 2 mandated security levels and 3 mandated limits on the amount of data collected

incomplete record keeping and optimal payment arrangements abstract we study a random matching absence of double coincidence environment in which people cannot precommit and in which there are two imperfect ways to keep track of what other people have done in the past money and a public record of all past actions that is updated with an average lag we study how the magnitude of that lag affects the allocations that are optimal from among allocations that are stationary and feasible and that satisfy incentive constraints which arise from the absence of commitment and the imperfect ways of keeping track of what others have done in the past journal of economic literature classification numbers e40 c73 d82

the measurement of productive efficiency a reconsideration the purpose of this paper is to generalize the farrell indexes of productive efficiency to nonhomothetic production technologies and at the same time maintain the cost interpretation of the farrell measures since the generalized indexes rely heavily on recent developments in the estimation of frontier cost and production functions several frontier models are reviewed in addition to generalized indexes of technical allocative and overall productive efficiency a variety of single factor efficiency measures are discussed the applicability of the proposed efficiency measures is illustrated with a numerical example of electric power generation

repeated games with private monitoring two players we investigate two player infinitely repeated games where the discount factor is less than but close to unity monitoring is private and players cannot communicate we require no condition concerning the accuracy of players monitoring technology we show the folk theorem for the prisoners dilemma with conditional independence we also investigate more general games where players private signals are correlated only through an unobservable macro shock we show that efficiency is sustainable for generic private signal structures when the size of the set of private signals is sufficiently large finally we show that cartel collusion is sustainable in price setting duopoly

exploring the existence of kuznets curve in countries environmental efficiency using dea window analysis abstract this paper using data envelopment dea window analysis and generalized method of moments gmm estimators examines the existence of a kuznets type relationship between countries environmental efficiency and national income specifically it measures the environmental efficiency of 17 oecd countries by constructing environmental efficiency ratios for the time period 1980 2002 the analysis with the application of dynamic panel data reveals that there isn t a kuznets type relationship between environmental efficiency and income allowing for dynamic effects we find that the adjustment to the target ratio is instantaneous we also find that increased economic activity does not always ensure environmental protection and thus the path of growth is important in addition to the growth itself

bitcoin 1 bitcoin 2 an experiment in privately issued outside monies the value of bitcoin depends upon self fulfilling beliefs that are hard to pin down we demonstrate this for the case where bitcoin is the only form of money in the economy and then generalize the message to the case of multiple bitcoin clones and or a competing sovereign currency some aspects of the indeterminacy we describe would no longer hold if bitcoin were an interesting bearing object

interprovincial two stage water resource utilization efficiency under environmental constraint and spatial spillover effects in china although existing studies have paid much attention to the measurement model of water resource utilization efficiency they have failed to consider the spatial spillover effect of some influencing factors of water resource utilization efficiency causing biased results this study measures the water resource utilization efficiency of 31 provincial administrative regions in china from 2001 to 2014 and the efficiency of each stage by adopting a slack based efficiency evaluation model based on the relaxation of two stages to consider undesirable output then this study employs a spatial durbin econometric model by considering spatial effect to analyze the influencing factors of the overall efficiency of water resource utilization by per capita water resources industrial water living water consumption per capita gross domestic product degree of opening to the outside world industrial structure technological progress and other aspects by comparison existing studies do not consider the spatial spillover effect this study estimates the direct and indirect effects of the influencing factors of water resource utilization efficiency to distinguish local and neighbors impacts of influencing factors of water resource utilization efficiency the results are as follows 1 first stage overall efficiency is significantly higher than second stage water resource utilization efficiency overall efficiency is close to second stage efficiency and second stage efficiency determines the overall effectiveness of water resource utilization 2 the spatial autocorrelation intensity of water resource utilization overall efficiency is significantly greater than zero and water resource utilization overall efficiency presents concentration distribution in the space for which the eastern coastal regions are high high type and the central and western regions are low low type 3 the overall efficiency of water resource utilization has spatial spillover effects and the region s overall efficiency is influenced by both region and neighborhood region 4 the direct and indirect effects of domestic water consumption degree of opening up and industrial structure are the primary significant influencing factors of overall efficiency of water resources in china the spatial spillover effects of domestic water consumption and industrial structure have a significant impact to improve water resource utilization efficiency the government and citizens should focus on such solutions as pollution reduction domestic water savings and transforming the industrial structure moreover china should consider the spatial effects of these influencing factors when government policies are designed

money is memory abstract this paper examines the sets of feasible allocations in a large class of economic environments in which commitment is impossible following myerson 8 the standard definition of feasibility is adapted to take account of the lack of commitment the environments feature either memory or money memory is defined as knowledge on the part of an agent of the full histories of all agents with whom he has had direct or indirect contact in the past money is defined as an object that does not enter utility or production functions and is available in fixed supply the main proposition is that any allocation that is feasible in an environment with money is also feasible in the same environment with memory depending on the environment the converse may or may not be true hence from a technological point of view money is equivalent to a primitive form of memory journal of economic literature classification numbers e40 c73 d82

development and application of the hicks moorsteen productivity index for the total factor productivity assessment of wastewater treatment plants abstract the assessment of the productivity change in wastewater treatment plants is essential to improve performance and reduce operational costs several indices are available to compute unit productivity however some assessments are more reliable than others in the absence of price data the malmquist productivity index is the most commonly applied but it does not maintain total factor productivity properties under variable returns to scale technology hence malmquist productivity index is not a suitable index to compute total factor productivity change in wastewater treatment plants the present study served to overcome such limitations by calculating for the first time total factor productivity changes in a sample of 204 spanish wastewater treatment plants using the hicks moorsteen productivity index it is a multiplicatively complete index which can be decomposed as several sub indices representing technical and efficiency changes therefore this study also investigated the drivers of total factor productivity change in wastewater treatment plants results showed a 5 4 total factor productivity decline per year from 2003 to 2008 in the plants analysed the primary driver in the reduction was efficiency change alternatively technical change improved during the five years of study the results of this study provide support for policymakers and managers in decision making processes and contribute to the improvement of technical and economic wastewater treatment plants performance in addition it is evidenced that wastewater treatment plants current dependence on external energy sources should be reduced to improve productivity and reduce costs to citizens who pay for wastewater treatment services

money banking and monetary policy abstract an important function of banks is to issue liabilities like demand deposits that are relatively safe and liquid we introduce a risk of theft and a safe keeping role for banks into modern monetary theory this provides a general equilibrium framework for analyzing banking in historical and contemporary contexts the model can generate the concurrent circulation of cash and bank liabilities as media of exchange or inside and outside money it also yields novel policy implications for example negative nominal interest rates are feasible and for some parameters optimal for other parameters strictly positive nominal rates are optimal

network dea efficiency in input output models with an application to oecd countries we undertake network efficiency analysis within an input output model that allows us to assess potential technical efficiency gains by comparing technologies corresponding to different economies input output tables represent a network where different sectoral nodes use primary inputs endowments to produce intermediate input and outputs according to sectoral technologies and satisfy final demand preferences within the input output framework it is possible to optimize primary inputs allocation intermediate production and final demand production by way of non parametric data envelopment analysis dea techniques dea allows us to model the different subtechnologies corresponding to alternative production processes to assess efficient resource allocation among them and to determine potential output gains if inefficiencies were dealt with the proposed model optimizes the underlying multi stage technologies that the input output system comprises identifying the best practice economies the model is applied to a set of oecd countries

the benefits of lending relationships evidence from small business data this paper empirically examines how ties between a firm and its creditors affect the availability and cost of funds to the firm we analyze data collected in a survey of small firms by the small business administration the primary benefit of building close ties with an institutional creditor is that the availability of financing increases we find smaller effects on the price of credit attempts to widen the circle of relationships by borrowing from multiple lenders increases the price and reduces the availability of credit in sum relationships are valuable and appear to operate more through quantities rather than prices

measuring technical efficiency and productivity growth a comparison of sfa and dea on norwegian grain production data this article compares data envelopment analysis and stochastic frontier analysis to assess efficiency and productivity growth of norwegian grain producers previous studies have dealt with either one of them and less of both for the assessment of productivity growth or regress malmquist productivity indices are derived from both approaches the data cover a 10 year period we find consistency between the approaches to the extent that 1 there are potentials for efficiency improvements but the magnitudes depends on the model applied and by segmentation of the data set 2 there has been a productivity improvement in the sector on average in the interval 30 38 in the period studied and 3 technical change has had the greatest impact on productivity indicating that producers have a tendency to catch up with the front runners in general policy makers are warned not to be indifferent with respect to the approach used for efficiency and productivity measurement as these may give different results

liquidity a new monetarist perspective this essay surveys the new monetarist approach to liquidity work in this literature strives for empirical and policy relevance plus rigorous foundations questions include what is liquidity is money essential in achieving desirable outcomes which objects can or should serve in this capacity when can asset prices differ from fundamentals what are the functions of commitment and collateral in credit markets how does money interact with credit and intermediation what can and should monetary policy do the research summarized emphasizes the micro structure of frictional transactions and studies how institutions like monetary exchange credit arrangements or intermediation facilitate the exchange process

measuring the efficiency of china s regional innovation systems application of network data envelopment analysis dea chen k and guan j measuring the efficiency of china s regional innovation systems application of network data envelopment analysis dea regional studies this study applies a relational network data analysis envelopment to the systematic evaluation of the innovation efficiency of china s regional innovation systems by decomposing the innovation process into the two connecting sub processes technological development and subsequent technological commercialization the results show that only one fifth of china s regional innovation systems are operating on the empirical best practice frontier during the whole process from technological development to commercialization furthermore it is found that substantial inconsistencies exist between technological development capacity and commercialization capacity in most regional innovation systems and that downstream commercialization capacity plays a more important role in the innovation performance of regional innovation systems chen k et guan j evaluer

efficiency in repeated prisoner s dilemma with private monitoring abstract this paper analyzes repeated games with private monitoring where in each period each player receives a signal of the other player s action in the previous period and that signal is private information previous literature on discounted repeated games with private monitoring has not shown whether or not nearly efficient equilibria exist for a repeated prisoner s dilemma satisfying a certain assumption regarding stage game payoffs we show that there exists a nearly efficient sequential equilibrium provided that imperfectness of signals is small and players are patient journal of economic literature classification number c73