the federal funds rate and the channels of monetary transmission the authors show that the interest rate on federal funds is extremely informative about future movements of real macroeconomic variables then they argue that the reason for this forecasting success is that the funds rate sensitively records shocks to the supply of bank reserves that is the funds rate is a good indicator of monetary policy actions finally using innovations to the funds rate as a measure of changes in policy the authors present evidence consistent with the view that monetary policy works at least in part through credit i e bank loans as well as through money i e bank deposits copyright 1992 by american economic association

total factor carbon emission performance of the chinese transportation industry a bootstrapped non radial malmquist index analysis this paper proposes a non radial malmquist co2 emission performance index nmcpi for measuring dynamic changes in total factor co2 emission performance over time this index enables the consideration of non radial slacks in the conventional malmquist co2 emission index mcpi the nmcpi is calculated based on a non radial directional distance function derived by several data envelopment analysis dea models furthermore nmcpi could be decomposed into an efficiency change ec index and technological change tc index a bootstrapping approach is conducted to introduce statistical inferences into the nmcpi and its decompositions based on the proposed indices the dynamic co2 emission performance change and its decompositions of the chinese regional transportation industry from 2002 to 2010 are investigated the empirical results demonstrate that the total factor carbon emission performance of the transportation industry as a whole decreased by 32 8 over the period and this reduction was primarily caused by technological decline

the effect of family background on children s level of schooling attainment in spain this paper provides microeconomic estimates of the role played by family background in determining children s level of schooling attainment in spain we use an ordered logit model to explore the effects of family background and other supply factors on the probability of various educational outcomes our estimates are based on household data obtained from the ecvt living and working conditions survey ministerio de economia y hacienda 1985 a spanish nation wide household survey conducted at the end of 1985 in general and given the spanish capital constraints parental income social class and family size explain children s level of schooling these results are consistent with those of the literature that focuses on the role of family background in determining schooling attainment

a dynamic approach to the measurement of waste in an open economy abstract the paper develops a methodology for evaluating the cost of distortions within the production sector of a small open growing economy quadratic approximations to the loss of output are developed the main new result is that the dynamic loss due to distortions generally exceeds the discounted sum of static type losses due to distortions at least to the second order another new result derives a quadratic approximation to the output loss that can be calculated using information on the size of the distortions and on producer substitution matrices evaluated at an observed distorted equilibrium rather than at a hypothetical undistorted equilibrium

productivity growth and biased technological change in hydroelectric dams abstract this paper analyses productivity growth and the nature of technical change in a sample of portuguese hydroelectric generating plants over the period 2001 to 2008 in a first step we employ the luenberger productivity indicator to estimate and decompose productivity change a malmquist productivity index is also used for a comparative purpose the results paint a picture of mixed productivity performance in the portuguese energy sector the first decomposition underlines that in average the productivity variation is explained by the technological change then in a second step we analyse the nature of this technical change by using the recent concept of parallel neutrality briec et al 2006 we observe a global shift in the best practice frontier as well as in the evidence of input bias in technical change

the inflation output variability tradeoff and monetary policy evidence from a garch model this paper empirically investigates the taylor curve volatility tradeoff in light of the stochastic behavior of the conditional variances of output and inflation stressing structural instability between periods before and after the 1979 1982 monetary policy regime change i implement a bivariate generalized autoregressive conditional heteroskedasticity model to capture the output inflation variability tradeoff and to explore the plausible impact of a change in the federal funds rate on the two conditional volatilities i further evaluate the impacts of anticipated and unanticipated policy actions measured by two alternative policy reaction functions one from a vector autoregression based reduced form equation and another based on the taylor rule in addition to showing a volatility tradeoff relationship the empirical model reveals different magnitudes of policy effects on output and inflation volatility across the two sample periods

total factor productivity and the measurement of technological change tfp is interpreted in the literature in different mutually contradictory ways changes in tfp are shown to measure not technological change only the super normal returns to investing in such change returns that exceed the full opportunity cost of the activity thus in the limit technological change can proceed with unchanged tfp measuring the effects of technological change instead requires counterfactual estimates reasons why changes in tfp are imperfect measures of super normal returns are also studied reasons connected with the timing of output responses the treatment of r d in the national accounts the omission of resource inputs and two types of aggregation la productivite totale des facteurs et la mesure du changement technologique la productivite totale des facteurs ptf est interpretee dans la litterature de manieres differentes et mutuellement contradictoires on montre que les changements dans la ptf ne mesurent pas le changement technologique mais seulement les rendements supra normaux sur les investissements dans de tels changements des rendements qui depassent le plein cout d opportunite de cette activite donc a la limite le changement technologique peut proceder sans que la ptf change mesurer les effets du changement technique reclame des evaluations d hypotheses de rechange les raisons pour lesquelles les changements dans la ptf sont des mesures imparfaites des rendements supra normaux sont aussi etudiees raisons connectees avec la reponse des niveaux de production le traitement de la r d dans les comptes nationaux l omission des intrants de ressources et deux types d agregation

statistical inference for aggregates of farrell type efficiencies in this study we merge results of two recent directions in efficiency analysis research aggregation and bootstrap applied as an example to one of the most popular point estimators of individual efficiency the data envelopment analysis dea estimator a natural context of the methodology developed here is a study of efficiency of a particular economic system e g an industry as a whole or a comparison of efficiencies of distinct groups within such a system e g regulated vs non regulated firms or private vs public firms our methodology is justified by the neoclassical economic theory and is supported by carefully adapted statistical methods copyright 2007 john wiley sons ltd

central limit theorems for aggregate efficiency applied researchers in the field of efficiency and productivity analysis often need to estimate and make inference about aggregate efficiency such as industry efficiency or aggregate efficiency of a group of distinct firms within an industry e g public versus private firms regulated versus unregulated firms etc while there are approaches to obtain point estimates for such important measures no asymptotic theory has been derived for it this is the gap in the literature we fill with this paper specifically we develop full asymptotic theory for aggregate efficiency measures when the individual true efficiency scores being aggregated are observed as well as when they are unobserved and estimated via the data envelopment analysis or the free disposal hull as a result the developed theory opens a path for more accurate and theoretically better grounded statistical inference e g estimation of confidence intervals and conducting statistical tests on aggregate efficiency estimates such as indust

has china s fast industrial growth been efficient an industry level investigation with a newly constructed data set we adopt contemporaneous nonradial and variable returns to scale assumptions in a data envelopment analysis dea exercise to address the inefficiency problem in chinese industries in different policy regimes using a newly constructed data set for 24 chinese manufacturing industries in 1952 2008 while confirming that the central planning period was indeed a graveyard for productivity that entailed severe technical regress and efficiency losses we do not find a steady improvement in efficiency during the reform period despite strong technical progress we argue that the resurgent prominence of the government and the state sector since the late 1990s especially following china s world trade organization accession has obstructed the efficiency improvement

exploring the green total factor productivity of china s metallurgical industry under carbon tax a perspective on factor substitution abstract the characteristics of high emissions and high energy consumption in metallurgical industry have brought great challenges to the green and low carbon transition in china as a low carbon economic instrument carbon tax is generally considered to be an effective way to reduce co2 emissions through raising energy cost but whether it will promote the green total factor productivity gtfp of china s metallurgical industry is still unanswered under this background this paper uses provincial panel data over years 2000 2015 to investigate the impact of carbon taxation on gtfp of metallurgical industry from the perspective of inter fuel and inter factor substitution the lock in mechanism is also incorporated in the three stage estimation model to better reflect the asymmetric price response of factors and fuels the results reveal that the slow marketization process of energy price and the rigid demand for energy in china s metallurgical industry hinder the substitution effect of energy the implementation of carbon tax has limited effect on energy saving and co2 reduction in the metallurgical industry of china and levying a carbon tax has a negative effect on gtfp during the research period therefore the government should not achieve co2 reduction targets at the expense of green economic growth gtfp is suggested to be considered in future assessment criteria in the process of transforming to low carbon economy

the inflation and output variability tradeoff evidence from a garch model abstract this paper empirically investigates the possibility of a tradeoff between the variability of inflation and output gap over the period 1960 1997 in light of a bivariate garch model there is strong evidence of temporal instability in the garch process and the variability tradeoff is more apparent for the post october 1979 subperiod the slope of the tradeoff nevertheless appears to be considerably flat

comparing malmquist and hicks moorsteen productivity indices exploring the impact of unbalanced vs balanced panel data abstract we explore the effect of balancing unbalanced panel data when estimating primal productivity indices using non parametric frontier estimators first we list a series of pseudo solutions aimed at making an unbalanced panel balanced then we discuss some intermediate solutions e g balancing 2 years by 2 years furthermore we link this problem with a variety of literatures on infeasibilities statistical inference of non parametric frontier estimators and the index theory literature focusing on the dynamics of entry and exit in industries we then empirically illustrate these issues comparing both malmquist and hicks moorsteen productivity indices on two data sets in particular we test for the differences in distribution when comparing balanced and unbalanced results for a given index and when comparing malmquist and hicks moorsteen productivity indices for a given type of data set the latter tests are crucial in answering the question to which extent the malmquist index can approximate the hicks moorsteen index that has a total factor productivity tfp interpretation finally we draw up a list of remaining issues that could benefit from further exploration

foreign direct investment spillovers and technical efficiency in the indonesian pharmaceutical sector firm level evidence the spillovers of foreign direct investment fdi on domestic firms performances have been highly debated for many years this article contributes to this debate by analysing spillovers effects on technical efficiency of indonesian pharmaceutical sector using a unique unbalanced panel of highly disaggregated at five digit international standard industrial classification isic 210 firms over the period 1990 1995 1001 observations the stochastic production frontier spf and the data envelopment analysis dea based on malmquist productivity indices mpi have been used to test the spillovers effects of fdi on technical efficiency the empirical results from the spf show that foreign firms are more efficient than domestic competitors and the presence of the former increases the inefficiency of the latter similarly the results from the mpi demonstrate that fdi has a negative and significant impact on technical efficiency changes in domestic competitors but generate positive spillovers to domestic s

a model of university admission and tuition policy this paper contains an analysis of the admission and tuition policy of a university that maximizes its utility which depends on the aggregate value of its students and the endowment left for the future higher academic ability increases a student s value to the university while higher tuition decreases the likelihood that an admitted application enrolls the effects of the endowment the number of applicants etc are studied both when applications differ in their academic ability only and when applicants also differ in some other aspect such as parental income sex or ethnic origin the effects of affirmative action are considered copyright 1990 by the editors of the scandinavian journal of economics

multi period efficiency and malmquist productivity index in two stage production systems abstract conventional two stage data envelopment analysis dea models measure the overall performance of a production system composed of two stages processes in a specified period of time where variations in different periods are ignored this paper takes the operations of individual periods into account to develop a multi period two stage dea model which is able to measure the overall and period efficiencies at the same time with the former expressed as a weighted average of the latter since the efficiency of a two stage system in a period is the product of the two process efficiencies the overall efficiency of a decision making unit dmu in the specified period of time can be decomposed into the process efficiency of each period based on this decomposition the sources of inefficiency in a dmu can be identified the efficiencies measured from the model can also be used to calculate a common weight global malmquist productivity index mpi between two periods in that the overall mpi is the product of the two process mpis the non life insurance industry in taiwan is used to verify the proposed model and to explain why some companies performed unsatisfactorily in the specified period of time

inflation output variance trade offs and optimal monetary policy the author estimates the inflation output gap variance trade off faced by monetary policymakers in the united states for policymakers who care about deviations of inflation around target and output around potential the estimated trade off represents the optimal policy frontier given the structure of the economy policymakers can do no better than to attain weighted variances of inflation and output that lie on the frontier the author finds that the variance trade off becomes quite severe when the standard deviation of inflation or output drops much below 2 percent this suggests that approximately balanced responses to policy goals are consistent with reasonable preferences over inflation and output variability copyright 1997 by ohio state university press

industry performance and structural efficiency measures solutions to problems in firm models abstract it is shown that average unit structural efficiency measures do not measure the level of technical efficiency in a firm model of an industry alternative structural efficiency measures generalized to multiple input and multiple output technologies are presented as a solution to the problem of how to estimate the relative performance of an industry as a whole where reallocation of inputs across firms is not feasible compared to existing measures the proposed measures require additional information therefore the linear programming dea models needed to obtain this information are presented this non parametric approach to relative efficiency measurement is also used to obtain economic efficiency estimates for an industry as a whole without imposing a priori restrictions on the relative input and output weights

sectoral change catching up and slowing down oecd post war economic growth revisited abstract regression analysis of gdp growth since 1950 on pooled oecd cross sections indicates uniform technological catch up in all sectors but lower marginal labour productivity in agriculture the decline in opportunities to reallocate labour explains some of the post 1973 productivity slowdown

productivity and efficiency change and shareholder value evidence from the spanish banking sector productivity change and shareholder value have been analysed in the banking sector in the last few years although it should be noted that these two important aspects have been studied separately in this regard the main contribution of our study is to link these two lines of research by verifying whether those banks characterized by higher levels of efficiency and productivity change have a higher shareholder value to measure changes in efficiency and productivity we use the malmquist nonparametric technique which is calculated from data envelopment analysis dea linear programming approach the malmquist total factor productivity index enables separation of the catching up effect i e changes over time in technical efficiency from technological change i e the shift of best practice frontier over time due to technological progress our results for a sample of listed spanish banks in the period 2000 to 2004 confirm that those banks with higher efficiency and productivity changes have a higher

the impact of environmental expenditures on performance in the u s chemical industry abstract this study analyzes chemical industry companies with environmental expenditures to determine which ones have better financial performance in addition this study uses data envelopment analysis to evaluate the efficiency of firms with and without environmental expenditures this study also utilizes the malmquist productivity index mpi to analyze firms productivity change and a bootstrap method to test whether the indexes are statistically significant finally this study divides chemical industry companies into three main categories based on their products the results of this study provide significant evidence of a relationship between environmental expenditures and financial performance the findings suggest that firms with environmental expenditures have better efficiency and productivity hence the study encourages companies in the industry to put more effort into protecting the environment that can be through practicing cleaner production to create higher benefits

the role of environmental factors in growth accounting this paper explores a relatively new methodology the directional distance function method to analyse productivity growth the method allows us to explicitly evaluate the role that undesirable outputs of the economy such as carbon dioxide and other greenhouse gases have on the frontier production process which we specify as a piecewise linear and convex boundary function we decompose productivity growth into efficiency change catching up and technology change innovation we test the statistical significance of the estimates using recently developed bootstrap methods we also explore implications for growth of total factor productivity in the oecd and asian economies copyright 2004 john wiley sons ltd

the measurement of waste within the production sector of an open economy a methodology for measuring the loss of output that can be attributed to distortions within the production sector of an open economy is proposed examples of distortions are tariffs on imported intermediate inputs taxes or subsidies on exports specific taxes on an output that is used as an input by another industry nonneutral corporate income taxes interindustry monopolistic markup pricing and union induced wage differentials the methodology generalizes the earlier work of allais and debreu

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

productivity change technical progress and relative efficiency change in the public accounting industry we present evidence on components of productivity change in the public accounting industry toward the end of the 20th century using revenue and human resource data from 64 of the 100 largest public accounting firms in the united states for the 1995 1999 period we analyze productivity change technical progress and relative efficiency change over time the average public accounting firm experienced a productivity growth of 9 5 between 1995 and 1999 we find support for the hypothesis that technical progress rather than an improvement in relative efficiency was the reason for this productivity growth firms that were early movers into management advisory services mas and those that emphasized growth in mas over growth in the traditional audit and tax services enjoyed significantly higher productivity growth than their peers these firms also contributed significantly more to the industry s technical progress

eco efficiency of the western taiwan straits economic zone an evaluation based on a novel eco efficiency model and empirical analysis of influencing factors abstract obtaining the most economic benefits while using the least resources and causing the least environmental damage is an urgent and key problem in achieving sustainable development the concept of eco efficiency provides a comprehensive perspective for observing and solving this problem this paper proposes an extended data envelopment analysis model named the win us sbm as a comprehensive eco efficiency evaluation method that can accommodate undesirable outputs all the identification problems of decision making units dmus possible slacks of variables and the problems of an insufficient number of available dmus and intertemporal comparability china s western taiwan straits economic zone wts economic zone is an important regional economic growth center by applying win us sbm and arcgis software we investigated data on the temporal and spatial evolution characteristics of eco efficiency in the wts economic zone for the years 2009 2016 later the global malmquist luenberger index was used to decompose the sources of growth in eco efficiency finally the main driving factors of eco efficiency were explored through a tobit regression analysis the empirical results show that 1 the overall eco efficiency of the wts economic zone had greatly improved increasing by 11 46 annually and the cumulative growth rate of eco efficiency was 110 84 from 2009 to 2016 2 the eastern area had the highest average eco efficiency followed by the western area and the middle area in that order also the growth rate of the middle area ranked first 16 68 whereas the eastern area had the slowest growth in eco efficiency 7 22 3 on the whole the growth of eco efficiency was driven mainly by technological progress and was restricted by the decrease in management level which implies that policy makers should focus on improving management and technical levels 4 high levels of economic development population density market openness and industrial structure had positive effects on the eco efficiency of the wts economic zone whereas energy intensity and expenditure on science and technology had negative impacts

aggregation of malmquist productivity indexes allowing for reallocation of resources in this paper we consider aggregate malmquist productivity index measures which allow inputs to be reallocated within the group when in output orientation this merges the single period aggregation results allowing input reallocation of nesterenko and zelenyuk 2007 with the aggregate malmquist productivity index results of zelenyuk 2006 to determine aggregate malmquist productivity indexes that are justified by economic theory consistent with previous aggregation results and which maintain analogous decompositions to the original measures such measures are of direct relevance to firms or countries who have merged making input reallocation possible allowing them to measure potential productivity gains and how these have been realised or not over time

radial and non radial decompositions of profit change with an application to indian banking abstract grifell tatje and lovell grifell tatje e lovell c a k 1999 profits and productivity management science 45 1177 1193 made significant contributions to the literature on the extended radial dea framework by decomposing profit change into six mutually exclusive components their approach however poses two basic problems first the radial estimates on these components might give conflicting signals about the direction of profit change after the full radial efficiencies are achieved when slacks are present second evaluations of these components using base period prices as weights can be potentially misleading to address these concerns we first introduce non radial dea models and then provide a few strong theoretical arguments in favor of using as weights either current period prices or an average price covering both periods to value the contributions of each of these components the indian banking sector is taken as a case study to illustrate the radial and non radial decompositions of profit change so as to empirically examine the role of competition on profit change and its drivers our broad empirical results are as follows first radial and non radial models yield diametrically opposite results on the contributions of various components second the increasing efficiency change trends in all ownership groups after 2002 indicate that the government reform process instituted on the banking industry has had a favorable effect on the performance of the indian banking sector third despite the fact that nationalized banks are the oldest banks their output and resource allocation behaviors do not reflect their learning experience

test scores educational opportunities and individual choice abstract a model combining student preferences for college with university admissions decisions is estimated to provide information on the role of test scores in the determination of post secondary educational opportunities in the u s in contrast to implications of much of the recent criticism of tests and their use we find that scholastic aptitude test scores are more strongly related to student application and choice of college quality than to college admissions decisions in addition although there is a substantial correlation between test scores and high school performance we find that both post secondary school preferences and ultimate opportunities are related as much to performance in high school as to test scores themselves although sat scores certainly exclude some persons from schools our findings indicate that they do not represent an overriding constraint on the college opportunities of high school graduates

decomposition of the fisher ideal index of productivity a non parametric dual analysis of us airlines data in this paper we offer a non parametric method of decomposing the fisher ideal index of productivity into individual factors measuring i technical efficiency change ii allocative efficiency change iii shift in the cost function iv scale economies due to output change and v an adjustment factor reflecting change in the output attributes cross section data from the us airline industry for the years i 983 and i 984 are utilised in an empirical application illustrating this method the rate of multifactor productivity growth mfpg over time in the single output multiple input case can be measured by the difference in the rates of growth in the quantity of output and the divisia index of input quantity when no technical inefficiency exists this rate of mfpg can be decomposed into two additive components i the rate of technical change measuring the rate of change in the volume of output holding the input bundle unchanged and ii a returns to scale effect showing change in productivity with changes in the input quantities without technical change when technical efficiency varies over time a part of the measured rate of mfpg would be due to efficiency

assessing productivity changes in uk hospitals reflecting technology and input prices in this study malmquist productivity indexes are used to evaluate the performance of acute hospitals in the uk over the period after the introduction of the internal market in the national health service in 1991 the indexes are computed using nonparametric programming known as data envelopment analysis and they are decomposed into multiple component measures to give insights into the trends in hospital performance overall it is found that productivity regressed in the year after the reforms but progressed thereafter so that overall there was a net progress both as far as the inputs and costs are concerned productivity progress is mainly due to overall efficiency progress which in turn is mostly attributed to allocative efficiency improvements technical change resulted in a small reduction in the amount of inputs used but also at higher production costs because of a worsening in the match between input mixes and relative input prices however it is suggested that the gains in productivity are not

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

output volatility in australia a number of papers have documented a significant decline in real gdp volatility in several major oecd economies some authors have presented evidence to suggest that this is the outcome of a one off structural break from a high to low volatility state whilst others have estimated regime switching models that indicate low volatility regime states have dominated in recent years this article provides further evidence on the general properties of output volatility for australia including evidence of a significant moderation in output volatility for the country that occurred in the early 1980s estimates of various garch models of real gdp growth are also provided to further examine shorter term volatility features of the australian economy that are associated with its business cycle a regime shift dummy is maintained in all models of the conditional variance in order to account for the regime shift in volatility and evidence is found of significant business cycle effects including leverage effects and asy

a cost malmquist productivity index this paper develops a productivity index applicable when producers are cost minimisers and input prices are known the index is inspired by the malmquist index as extended to productivity measurement the index developed here is defined in terms of input cost rather than input quantity distance functions hence productivity change is decomposed into overall efficiency and cost technical change furthermore overall efficiency change is decomposed into technical and allocative efficiency change and cost technical change into a part capturing shifts of input quantities and shifts of relative input prices these decompositions provide a clearer picture of the root sources of productivity change they are illustrated here in a sample of hospitals results are computed using non parametric mathematical programming 2003 elsevier b v all rights reserved

productivity growth and inter sector spill over in dutch horticulture 1976 1995 this article calculates nonparametric measures of total factor productivity growth on dutch horticultural firms in the period 1976 1995 individual components of total factor productivity growth i e efficiency change and technical change are regressed on socioeconomic factors reflecting the effects of the world oil crises household and demographic characteristics location and investment in physical capital also the article investigates the presence of inter sector spill overs between groups of firms with different specializations in dutch horticulture

total factor productivity growth in agriculture a malmquist index analysis of 93 countries 1980 2000 in this paper we examine levels and trends in agricultural output and productivity in 93 developed and developing countries that account for a major portion of the world population and agricultural output we make use of data drawn from the food and agriculture organization of the united nations and our study covers the period 1980 2000 due to the non availability of reliable input price data the study uses data envelopment analysis dea to derive malmquist productivity indexes the study examines trends in agricultural productivity over the period issues of catch up and convergence or in some cases possible divergence in productivity in agriculture are examined within a global framework the paper also derives the shadow prices and value shares that are implicit in the dea based malmquist productivity indices and examines the plausibility of their levels and trends over the study period

privatization of nippon telegraph and telephone was it a good policy decision nippon telegraph and telephone ntt corporation was privatized in 1985 under the economic assertion that a public enterprise is less efficient and less profitable than a private enterprise this assertion is referred to as the property right theory in economics and it is used as a theoretical rationale for privatizing publicly owned organizations this article empirically examines the economic assertion by comparing ntt s performance before and after its privatization data envelopment analysis dea is used as the research tool in this study which confirmed the economic assertion in terms of production based efficiency measures but it cannot find any major difference in its cost reducing corporate efforts thus this study presents serious management problems occurring within the ntt s partial privatization the partial privatization is now prevailing in the telecommunications industry all over the world this article also discusses the japanese business environment which makes ntt managerially ineffective under its public private joint ownership

the law of one price in data envelopment analysis restricting weight flexibility across firms abstract the law of one price loop states that all firms face the same prices for their inputs and outputs under market equilibrium taken here as a normative condition for efficiency prices this law has powerful implications for productive efficiency analysis which have remained unexploited thus far this paper shows how loop based weight restrictions can be incorporated in data envelopment analysis dea utilizing the relation between industry level and firm level cost efficiency measures we propose to apply a set of input prices that is common for all firms and that maximizes the cost efficiency of the industry our framework allows for firm specific output weights and for variable returns to scale and preserves the linear programming structure of the standard dea we apply the proposed methodology to the evaluation of the research efficiency of economics departments of dutch universities this application shows that the methodology is computationally tractable for practical efficiency analysis and that it helps in deepening the dea analysis

firm and industry level profit efficiency analysis using absolute and uniform shadow prices we discuss the nonparametric approach to profit efficiency analysis at the firm and industry levels in the absence of complete price information two new insights are developed first we measure profit inefficiency in monetary terms using absolute shadow prices second we evaluate all firms using the same input output prices this allows us to aggregate firm level profit inefficiencies to the overall industry inefficiency besides the measurement of profit losses the presented approach enables one to recover absolute price information from quantity data we conduct a series of monte carlo simulations to study the performance of the proposed approach in controlled production environments

cost efficiency measurement with price uncertainty a dea application to bank branch assessments this paper enhances cost efficiency measurement methods to account for different scenarios relating to input price information these consist of situations where prices are known exactly at each decision making unit dmu and situations with incomplete price information the main contribution of this paper consists of the development of a method for the estimation of upper and lower bounds for the cost efficiency ce measure in situations of price uncertainty where only the maximal and minimal bounds of input prices can be estimated for each dmu the bounds of the ce measure are obtained from assessments in the light of the most favourable price scenario optimistic perspective and the least favourable price scenario pessimistic perspective the assessments under price uncertainty are based on extensions to the data envelopment analysis dea model that incorporate weight restrictions of the form of input cone assurance regions the applicability of the models developed is illustrated in the context of the analysis of bank branch performance the results obtained in the case study showed that the dea models can provide robust estimates of cost efficiency even in situations of price uncertainty

performance and efficiency in colombia s power distribution system effects of the 1994 reform we assess evolution in performance efficiency and productivity of colombia s power distribution utilities before and after the 1994 regulatory reform that introduced electricity market activities for the power sector in 12 distribution companies from 1985 to 2001 performance is evaluated contrasting changes in mean and median by wilcoxon rank sum and pearson tests on financial and other performance indicators technical efficiency is measured by means of data envelopment analysis dea the nature of the dataset allows the estimation of malmquist productivity index and its evolution in time results show a recovery after the reform in the main performance indicators of profitability partial input productivity and output plant efficiency and productivity increased after the reform mainly in the largest utilities used as benchmarks in the dea efficiency scores measures meanwhile the less efficient power distribution companies did not improved after the reform and were not able to undertake plant restructuring to catch up in plant efficiency with respect to the pareto efficient input allocations econometric results on dea efficiency scores suggest a positive effect of policy reform

individual attributes and self selection of higher education college attendance versus college completion abstract we have estimated a joint discrete continuous utility maximization model of college attendance and college completion special attention is given to the possibility that test scores and other individual attributes are poor predictors of who will succeed in college and thus may not promote optimal investment decisions and may indeed unjustly limit the educational opportunities of some youth we find that 1 college attendance decisions are strongly commensurate with college completion persons who are unlikely to attend college would be very likely to drop out of even their first choice colleges were they to attend college human capital investment decisions are strongly mirrored by the likelihood that they will pay off 2 contrary to much of the recent criticism of the predictive validity of test scores we find that their informational content is substantial after controlling for high school class rank for example the probability of dropping out of the first choice college varies greatly with sat scores 3 individual self selection related to both measured and unmeasured attributes is the dominant determinant of college attendance

modelling technical efficiency in cross sectionally dependent stochastic frontier panels summary this paper proposes a unified framework for accommodating both time and cross sectional dependence in modelling technical efficiency in stochastic frontier models by combining the exogenously driven factor based approach and an endogenous threshold efficiency regime selection mechanism this approach is able to deal with both weak and strong cross sectional dependence in a flexible manner using a dataset of 26 oecd countries over 1970 2010 we provide satisfactory estimation results for the production technology parameters and the associated efficiency ranking of individual countries we find a positive spillover effect on efficiency supporting the hypothesis that knowledge spillover is more likely to be induced by technological proximity furthermore our approach enables us to identify efficiency clubs endogenously

total factor productivity measurement and human capital in oecd countries abstract this paper analyses the total factor productivity tfp evolution in oecd countries by breaking down productivity gains into technical change and efficiency change to avoid biases malmquist indices of productivity including human capital are estimated the results indicate that in fact the inclusion of human capital has a significant effect on the accurate measurement of tfp

technical efficiency and productivity analysis in indonesian provincial economies this article estimates inefficiency and total factor productivity tfp across indonesian provinces from 1993 to 2000 indonesia is a large emerging market economy but provinces within the country due to the island structure of the country are more distinct from one another compared to other countries we use a stochastic frontier methodology to estimate inefficiency and tfp we find that tfp fell by an average rate of 7 5 across provinces due to the decrease in technical efficiency in fact the majority of output growth within indonesia is explained by the accumulation of inputs in this sense economic growth within indonesia does not appear to be sustainable without reversing these trends

the effect of incentive reforms upon productivity evidence from the vietnamese rice industry in this study we use region level panel data on rice production in vietnam to investigate total factor productivity tfp growth in the period since reunification in 1975 two significant reforms were introduced during this period one in 1981 allowing farmers to keep part of their produce and another in 1987 providing improved land tenure we measure tfp growth using two modified forms of the standard malmquist data envelopment analysis dea method which we have named the three year window tyw and the full cumulative fc methods we have developed these methods to deal with degrees of freedom limitations our empirical results indicate strong average tfp growth of between 3 3 and 3 5 per cent per annum with the fastest growth observed in the period following the first reform our results support the assertion that incentive related issues have played a large role in the decline and subsequent resurgence of vietnamese agriculture

the malmquist total factor productivity index the definitions of the malmquist output and input quantity indexes specified by d w caves l r christensen and w e diewert 1982 are applied in this study based on these indexes a malmquist total factor productivity index is derived for general production structures the definition maintains the fundamental characteristic of a productivity index as a ratio between an output quantity change index and an input quantity change index this index provides a remedy for the shortcoming of the traditional definition of the malmquist productivity index in that the latter does not correctly measure changes in productivity in the presence of changes in returns to scale copyright 1996 by the editors of the scandinavian journal of economics

malmquist productivity indexes and fisher ideal indexes comment fare and grosskopf i992 henceforth abbreviated as fg showed that under some conditions the productivity index defined as the geometric mean of two input based malmquist productivity indexes is equal to the quotient of the fisher input quantity index and the fisher output quantity index both fisher indices can be computed from observed prices and quantities these conditions appear to be so strong that they will almost certainly never be fulfilled in practice this is shown by a careful inspection of fg s proof however under slightly milder but more plausible conditions it can be shown that the quotient of the fisher input index and the fisher output index is a reasonable approximation of the productivity index consider a firm at two time periods t o i with different technologies which are modelled by the input correspondences lt y x x can produce y x c rn yce rm it is assumed that the sets lt y are closed and convex and that inputs are strongly disposable the vectors x yt wt pt t o i denote observed inputs observed outputs observed input prices and observed output prices respectively the productivity index is defined as

aggregation of malmquist productivity indexes in this paper we extend the work of fare and zelenyuk 2003 on aggregate farrell efficiency scores european journal of operational research 146 3 615 620 to find a theoretically justified method of aggregating malmquist productivity indexes over individual decision making units firms countries etc into a group malmquist productivity index we also consider the aggregation of decomposed parts of the malmquist productivity index to obtain a decomposition of the malmquist productivity index for a particular group c 2005 elsevier b v all rights reserved

is inflation in developing countries driven by low productivity or monetary growth abstract this paper investigates whether inflation in developing countries is driven by retrogression in productivity or by monetary expansion our empirical methodology relies on growth accounting non parametric and generalized method of moment techniques results indicate that inflation is primarily driven by monetary growth

declining us output volatility and its effect on labour flow volatility an mgarch analysis this article analyses flow rates of us workers between employment and unemployment using new quarterly data for the period 1967 to 2002 multivariate garch models are used to investigate links between flow rate volatilities the results suggest that links changed substantially in the mid 1980s coinciding with the documented decline in output volatility these changes in adjustment dynamics are consistent with a move to greater use of hours rather than worker adjustment

eco efficiency change in power plants using a slacks based measure for the meta frontier malmquist luenberger productivity index abstract malmquist luenberger index is a popular index deployed for evaluating eco efficiency and productivity change over a certain period when both desirable and undesirable factors are jointly produced in some production processes however conventional data envelopment analysis dea models used for computing this index are unable to distinguish the various technologies employed by the decision making units when heterogeneity exists in the technology the meta frontier malmquist luenberger approach is adopted to evaluate eco efficiency and productivity change over a period when undesirable outputs are incorporated in the analysis of efficiency in this paper a new slacks based dea measure is developed and used to compute the meta frontier malmquist luenberger productivity index this approach is then deployed to evaluate 48 iranian thermal power plants productivity change in three different categories steam gas and combined cycle over an eight year period of restructuring in the power industry this technique enables the calculation of eco efficiency change of thermal power plants operating under different technologies as well as the technology gap ratios and measures the extent to which the efficiency frontiers of individual categories of power plants deviate from the meta frontier the results reveal that the last years of the restructuring period saw a greater rate of productivity growth compared to the initial years and evidence of significant eco efficiency improvements over the period in all the three types of the thermal power plants finally it is expected that the findings in this study aid policy makers and power industry regulators in developing sustainable energy policies towards environmental protection and planning power plant operations

sustainability performance for china s transportation industry under the environmental regulation abstract traffic and transportation industry is a carbon intensive industry in china the implementation of environmental regulation is of important practical significance nowadays literatures lack of quantitative analysis on transport industry s sustainability performance under the environmental regulation by using a directional distance function this paper aims to investigate the effect of environmental regulation on this industry furthermore this paper measures its green total factor productivity under the general intensity of regulation and strict regulation from 2000 to 2010 results show that the economic growth mode in transportation industry is still the extensive mode while there is great potential for the improvement of energy saving and production

estimates of the variance of u s inflation based upon the arch model it is generally agreed that the unpredictability of future inflation is a major component of the welfare loss associated with inflation perfectly predicted inflation might induce some costs through institutional rigidities governmental interference and transaction costs but in the long run these should be rather minimal as these institutions adopt various forms of indexing when inflation is unpredictable risk averse economic agents will incur a loss even if prices and quantities are perfectly flexible in all markets inflation is a measure of the relative price of goods today and goods tomorrow thus uncertainty in tomorrow s price impairs the efficiency of today s allocation decisions friedman in his nobel lecture 8 argues convincingly that higher variability of inflation would lead to decreased output ceteris paribus he then conjectures that higher rates of inflation are generally associated with higher variability of inflation and presumably greater uncertainty about future rates if this is true then higher rates of inflation would also be associated with low levels of output which implies a positively sloped phillips curve this paper uses a new statistical technique arch to estimate the conditional mean and variance of inflation from u s time series data the main finding is that the variance of inflation in the seventies was only slightly greater than in the sixties

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

sources of productivity growth using the fare primont decomposition an empirical application to the irish beef sector several competing methodologies for tfp estimation have been developed in the past decades a popular approach in the literature is index number computation the most widely implemented tfp indices

a historical analysis of the taylor curve taylor 1979 shows that there is a permanent tradeoff between the volatility of the output gap and the volatility of inflation although a number of papers argue that the so called taylor curve is a policy menu friedman 2006 points out that it is more likely to serve as an efficiency locus that can be used to gauge the appropriateness of monetary policy using data from 1875 onward we examine the efficiency of u s monetary policy by measuring the orthogonal distance between the observed volatilities of the output gap and inflation from the taylor curve in addition we identify time periods in which the variability of the u s economy changed by observing shifts in this efficiency frontier

a non parametric analysis of productivity the case of u s and japanese manufacturing a nonparametric analysis of technology technical change and productivity is presented in the context of cost minimizing behavior a number of nonparametric tests concerning the existence and nature of technical change are applied to u s and japanese manufacturing data nonparametric measures of technical change are presented copyright 1990 by american economic association

efficiency and technical progress sources of convergence in the spanish regions the paper analyses the contribution of efficiency as a mechanism of labour productivity convergence taking as the unit of analysis the spanish regions in the period 1964 1993 using the stochastic frontier approach a translogarithmic production function is estimated for the different sectors of the spanish regional economy demonstrating on this basis the existence of substantial differences in efficiency between sectors as well as between regions with regard to convergence the results obtained indicate that at aggregate level the convergence observed in labour productivity is explained by the faster growth of the capital labour ratio of the initially poorer regions and the contribution of technical change and the efficiency hence by the convergence of tfp however the information by sectors shows different results thus on the one hand the importance of the convergence in production per employee is seen in all sectors except agriculture and on the other it is observed that technical change is a

total factor carbon emission performance of fossil fuel power plants in china a metafrontier non radial malmquist index analysis article i nfo this paper proposes the metafrontier non radial malmquist co2 emission performance index mnmcpi for measuring dynamic changes in total factor co2 emission performance over time the mnmcpi method allows for the incorporation of group heterogeneity and non radial slack into the previously introduced malmquist co2 emission performance index mcpi we derive the mnmcpi by solving several non radial data envelop ment analysis dea models we decompose the mnmcpi into an efficiency change ec index a best practice gap change bpc index and a technology gap change tgc index and based on the proposed indices we examine the dynamic changes in co2 emission performance and its decomposition of fossil fuel power plants in china for the 2005 2010 period the empirical results show a 0 38 increase in total factor co2 emission performance as a whole and a u shaped mnmcpi curve for the sample period because companies owned by the central government lack innovation and technological leadership the results suggest a missing link in the role of the central government in promoting co2 emission performance

the evolution and main determinants of productivity in brazilian electricity distribution 1998 2005 an empirical analysis abstract this paper estimates changes in the productivity of the brazilian electricity distribution sector using data envelopment analysis dea on a panel of 18 firms from 1998 to 2005 the study decomposes the productivity change of these distribution firms in terms of technical efficiency scale efficiency and technical progress this exercise aims to help the understanding of the main determinants of the evolution of productivity focusing its relationship with the restructuring process implemented in the 1990s tfp index records a yearly positive growth rate of 1 3 in the whole period under analysis for all firms technical change was the main component behind this evolution with an average growth of 2 1 per year while technical efficiency presented a yearly negative performance of 0 8 the results prove that in general terms the incentives generated in the reform process do not seem to have led the firms to behave in a more efficient manner

bridging the gap between partial and total factor productivity measures using directional distance functions technical dependencies as well as data constraints limit our ability to allocate inputs across sectors and hence our ability to measure sectoral productivity we adapt a directional measure of efficiency to the measurement of sector specific productivity that does not require allocating all inputs across sectors applied to the agricultural sector of a group of countries the results show important differences in livestock and crops productivity growth commonly used partial factor productivity measures for livestock and crops tend to overestimate productivity growth in most developing countries while underestimating it in european countries