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

operationalizing opportunities in entrepreneurship research use of data envelopment analysis despite the impressive development of substantive theories in entrepreneurship without the development of measurement theories further advancement of the field is problematic in particular the notion of opportunities central to entrepreneurship research requires adequate macro level operationalization we demonstrate how to employ data envelopment analysis dea to operationalize not only innovative opportunities but also technological arbitrage opportunities we provide an illustrative example based on a sample of 66 countries during the period of 1993 2002 we include estimates of innovative and arbitrage opportunities for possible use by other scholars discuss the promise and limitations of such estimates demonstrate how both innovative and arbitrage opportunities correlate with the rates of entrepreneurial activity and suggest several possible directions for future research

linear adjustment costs and seasonal labor demand evidence from retail trade firms standard models of dynamic labor demand rely on the presence of adjustment costs to explain the observed smoothness in employment patterns although the costs are often difficult to quantify the experience rating feature of the u s unemployment insurance ui system provides a measurable linear cost of adjustment using a unique data set with administrative data on over 8000 firms i estimate the effect of a ui induced linear adjustment cost on seasonal labor demand in retail trade i find strong support for the large role of adjustment costs in reducing the employment response of firms to seasonal fluctuations in demand

patents as a measure of technology shocks and the aggregate u s labor market i introduction one of the dominant approaches to macroeconomic research in the past several decades has been the island paradigm of friedman 1968 and phelps 1970 in this framework economic agents operate under incomplete information regarding relative and absolute prices when making economic decisions this paradigm is used in the rational expectations literature see mccallum 1980 and the references therein in a market clearing framework to study among other things the effects of fiscal and monetary policies in aggregate economic systems this market clearing model is sufficiently popular that it is rare to find a textbook treatment of macroeconomics that omits this new classical model of the aggregate economy one component of this aggregate economic model is a labor market where nominal wages are flexible 1 this approach to the labor market was developed by lucas and rapping 1969 in their model it is assumed that labor suppliers operate under incomplete information about the aggregate price level thereby raising the possibility that output produced in the economy will vary with the level of price expectations 2 despite its central role in explaining economic fluctuations in a popular model of the economy there is surprisingly little evidence available in previous research testing the implications of this model of the labor market one objective of the present study is to provide some empirical evidence on this market clearing model of the labor market in carrying out such a test it will be necessary to provide an explanation for the nonstationary nature of labor market series such as real wages and employment one possible explanation for this apparent nonstationarity would be the technology shocks frequently used in the real business cycle literature e g long and plosser 1983 where it has often been assumed that these shocks are i 1 unobservable stochastic processes thus these shocks to the production function may be used as a way of explaining why macroeconomic time series are also i 1 a similar mechanism involves the possibly nonstochastic scalar preceding the aggregate production function in the economic growth literature this magnitude called the solow residual measures the growth in aggregate output that cannot be explained by the growth of quality adjusted factor inputs in production this residual is sometimes thought to be measured by the stock of knowledge used by economic agents barro and sala i martin 1995 p 351 increases in the stock of knowledge enable the aggregate economy to produce more goods and or new goods from quality adjusted resource levels when knowledge increases if the stock of knowledge is nonstationary then so too would be output and other magnitudes in an aggregate economy 4 thus the nonstationary nature of aggregate data can be explained by a nonstationary element of the aggregate production function whether stochastic or deterministic however that variable is interpreted if the sources of the apparent nonstationarity in macroeconomic data are assumed to be unobservable i 1 stochastic processes an implication of this fact is that the inability to measure technology shocks renders it impossible to test the implications of economic models that would arise if these shocks could be measured for example if technology shocks are i 1 then optimizing behavior by households and firms will result in cointegrating relationships between technology shocks and choice variables set by the public if it were possible to measure shocks to the production function one could test for these long run cointegrating relationships and the parameters of these cointegrating vectors could be estimated 5 in addition it is desirable to explicitly incorporate technical change into economic models if it could indeed be measured because doing so may result in more reliable estimates of structural parameters of economic interest and it may permit improved tests of economic hypotheses

cyclical and causal relations between real wages and employment in the eu this paper analyses and compares the joint behaviour of real wages and employment over the business cycle in the european union eu economies using both annual and quarterly data since 1960 further investigation of the cointegrating properties and the existence of causal effects in the real wage employment relation is undertaken by employing appropriate var models the evidence suggests weak procyclical or acyclic behaviour of real wages relative to cyclical employment in the quarterly data and stronger procyclicality in the annual data thus confirming the dunlop tarshis result for the majority of the eu economies with a few exceptions no cointegrating relations were detected while the granger causality tests suggest either weak or lack of unidirectional causality finally the sensitivity analysis showed that the filtering method has not much influence on the results but the choice of deflator may overturn them in certain cases

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

an investigation of the determinants of manufacturing employment in the united kingdom in this paper we present and estimate an adjustment cost model of industry employment which takes explicit account of both expectations and aggregation over different labour types the resulting model is subject to a large number of tests and is a highly robust representation of the data finally forecasts are produced for manufacturing employment up to 1990

reconciling food for work project feasibility with food aid targeting in tigray ethiopia abstract food for work ffw projects face the challenge of addressing three kinds of objectives to feed hungry people to build public works where needed and to be feasible for prompt project implementation in the debate over how to target ffw to the poorest of the poor the last two program objectives are often overlooked this research examines ffw afforestation and erosion control programs in central tigray ethiopia during 1992 95 in order to understand how these sometimes conflicting objectives were reconciled statistical analyses examined the factors that influenced 1 in which villages ffw projects were located 2 which households were deemed eligible to participate in ffw in those villages having ffw projects and 3 which eligible households elected to participate and 4 how much time the participating households dedicated to ffw activities project feasibility outweighed the needs for food security or natural resource conservation in influencing whether an ffw project would be located in one of the 25 villages surveyed in villages where ffw was available anti poverty targeting appears to be taking place since smaller households with less land were more likely to be eligible to participate in ffw projects but although the poor were likely to be eligible for ffw some non poor households were also eligible which suggests that anti poverty targeting was not efficient among households eligible for ffw those that were relatively better off larger families that did not lease out land tended to participate and supply more days of ffw labor than the poorest households the only households eligible for ffw which did not participate were headed mostly by elderly women and hence unable rather than unwilling to participate overall anti poverty targeting was sub optimal but reasonable considering that these resource conservation projects need to be located where labor and materials could be made available

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

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

a caveat on the measurement of productive efficiency abstract the correspondence between used performance measures and enterprise objectives such as profit maximization and cost minimization is fundamental for manufacturing companies this paper identifies and critically examines a minimal set of relevant properties that a productivity index needs to satisfy to rightly assess performance development of a decision making unit commonly applied and suggested productivity measurement techniques such as partial efficiencies total factor productivity tfp index number approaches integrated partial efficiencies and operational competitiveness ratings are analyzed in order to assess the alignment with superior objectives there is a considerable spread in the results of this class of models and the interpretation may prove difficult or misleading as these apparently less complicated productivity measures increasingly are employed as a component in evaluation of manufacturing efficiency the question is of high managerial relevance in particular the paper points out inconsistencies with properties related to commensurability monotonicity and implications of maximizing behavior based on this viewpoint issues such as the consistency with profit maximization will be shown extra interest the paper also provides a critique of previous work in non parametric efficiency analysis where properties have been postulated or based on other arguments the findings suggest that there is no globally superior measurement technique to be found in this class and that care should be taken when evaluating managerial performance not to penalize rational behavior

a time series analysis of representative agent models of consumption andleisure choice under uncertainty this paper investigates empirically a model of aggregate consumption and leisure decisions in which utility from goods and leisure is nontime separable the nonseparability of preferences accommodates intertemporal substitution or complementarity of leisure and thereby affects the comovements in aggregate compensation and hours worked these cross relations are examined empirically using postwar monthly u s data on quantities real wages and the real return on the one month treasury bill the estimated values of the parameters governing preferences differ significantly from the values assumed in several studies of real business models several possible explanations of these discrepancies are discussed

new evidence on labor supply employment versus hours elasticities by sex and marital status using the tri annual micro panel data of the survey of income and program participation we estimate fixed effects labor supply models separating the extensive and intensive margins the employment elasticity is 0 6 for single men versus 1 1 for married men the employment elasticity is 2 4 for single women versus 1 8 for married women the compensated hours worked elasticity is 0 4 for employed single and married men and 0 7 for employed single and married women the implied aggregate employment elasticity of 1 5 and hours per employee elasticity of 0 5 indicate employment fluctuations account for three fourths of wage induced variation in labor hours

livelihoods and farm efficiency in rural georgia this study contributes to the literature on the role of livelihood strategies in rural growth and poverty reduction it distinguishes between livelihood diversity strategies that contribute to sustainable growth in household incomes and those that mainly have a coping function it suggests that typically the contribution of livelihood diversity to growing household income is through relaxing dependence on credit for access to capital in this scenario livelihood diversity would lead to higher technical efficiency in agriculture via investment and thereby to higher household incomes survey data from georgia are introduced and used to test these hypotheses using a bayesian stochastic frontier approach the findings are relevant to defining more clearly the scope and aims of policies to stimulate the rural non farm economy in developing and transition countries

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 cyclical behavior of prices and quantities the case of the automobile market abstract this paper aims at understanding the joint behavior of prices and quantities in a particular market it examines whether we can find decision problems for suppliers and buyers together with a market structure which are consistent with observed price and quantity series because of the homogeneity of the product and the quality of the data we study the automobile market we conclude that the behavior of prices is inconsistent with simple market structures prices appear to be too sticky we then consider potential explanations none appears completely satisfactory in particular costs of changing prices do not explain the joint behavior of prices and quantities

consumption leisure choice with habit formation abstract in an intertemporal consumption leisure choice model with wage uncertainty and habit forming consumption we have shown that consumption and leisure do move in opposite directions consistent with the observed pro cyclicy of aggregate hours worked

a business cycle model with variable capacity utilization and demand disturbances abstract we develop a dynamic general equilibrium model with demand preference shocks estimated using hall s j labour economics 15 1997 223 residual that replicates u s business cycles well at least compared to the real business cycle models the key factor is cyclical capital utilization which is based on imperfect competition slow adjustments in capital stock and fixed requirement of labor input we also demonstrate theoretically that a representative agent economy with preference shocks could be viewed as the reduced form of a heterogeneous agents economy with incomplete markets specifically a heterogeneous agents economy with incomplete markets is aggregated into a representative agent economy with preference shocks this result would provide a microeconomic foundation for preference shock models it is also shown that a shock to marginal utility of consumption and a shock to marginal disutility of labor have different effects

determinants of household supply of labour in food for work programme in tigray ethiopia we study the factors that determine the household supply of labour in food for work ffw projects that seek to address food insecurity and help capital formation in development based on data from a survey conducted in 2003 in tigray ethiopia our probit analysis identifies factors that significantly affect the household decision to participate in ffw programmes we correct for selection bias and estimate total and excess supply of ffw labour our finding of substantial leakages in targeting that allow relatively well off households to obtain ffw employment yield important implications for the prevailing ffw wage we also argue that ffw programmes will be more effective if they are designed to account for geographic heterogeneity in such factors as male to female labour participation differences and the incidence of debilitating diseases

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

macroeconomic fluctuations and the allocation of time what are the fundamental driving forces of macroeconomic fluctuations in particular why do people spend more time working in booms and less in recessions these are basic questions of macroeconomics recent thinking has emphasized technology shifts preference shifts and changes in government purchases as likely driving forces it is useful to distinguish atemporal and intertemporal effects of the driving forces under standard assumptions the technology shift has no effect through atemporal channels because income and substitution effects exactly offset a straightforward decomposition of movements of employment attributes most of them to the atemporal effects of preference shifts

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

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

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

a simple nonadditive preference structure for models of household behavior over time intertemporal separability is an almost universal assumption in empirical work on household behavior but a good deal of recent work on consumption and labor supply suggests that it may not be tenable the traditional weakening of this assumption is to allow for habit formation i propose an alternative structure for intertemporal preferences that nests intertemporal additivity in a simple way and yields closed form solutions for demand functions this structure includes the neoclassical durables model as a special case i derive a demand system that nests the almost ideal system as its time separable counterpart this model is estimated on u k aggregate time series data for seven goods time separability is decisively rejected moreover i find that ignoring temporal dependencies leads to considerable bias in the estimates of elasticities of the seven goods durables display the strongest nonseparable effect the estimated reactions are consistent with the neoclassical durables model

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

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

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

rank dynamics and club convergence of sustainable development for countries around the world abstract assessment of country level sustainable development is a critical research topic entrenched in the global battle against climate change this study employs the frontier approach combined with convergence analysis to assess the sustainable development for a set of 121 countries over 1990 2014 focusing on analyzing the countries rank dynamics and convergence behavior the levels of the countries sustainable development are captured by data envelopment analysis a nonparametric frontier approach that can jointly assess a country s economic and environmental performance reflecting the divergent views on the importance of economic and environmental objectives in the pursuit of sustainability the proposed approach generates the countries sustainability scores by prioritizing either economic or environmental criterion this study finds that developed countries have significantly outperformed developing countries if environmental criterion takes precedence over economic criterion in performance assessment moreover regardless of the model employed there is strong evidence of club convergence i e convergence in subgroups of countries to different steady states rather than convergence in full sample we analyze the pattern of convergence paths and discuss policy implications obtained from our empirical findings

public capital and total factor productivity new evidence from the italian regions 1970 98 destefanis s and sena v 2005 public capital and total factor productivity new evidence from the italian regions 1970 98 regional studies 39 603 618 this paper analyses the relationship between industrial total factor productivity and public capital across the 20 italian administrative regions it adds upon the existing literature in a number of ways it analyses a longer period 1970 98 it allows for the role of human capital accumulation it tests for the existence of a long run relationship between total factor productivity and public capital through previously suggested panel techniques and for weak exogeneity of public capital and it assesses the significance of public capital within a non parametric set up based on the free disposal hull the results confirm that public capital has a significant impact on the evolution of total factor productivity particularly in the southern regions this impact is mainly ascribed to the core infrastructures road and airports harbours railroads w

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

identifying the source of dynamics in disaggregated import data this paper uses kennan s 1988 model to separately identify supply side and demand side dynamics in us import data dynamics arise from both autocorrelated shocks to supply and demand side fundamentals and from lagged adjustment to these shocks the model consists of a pair of partial adjustment models in which consumers and producers each attempt to follow a stochastic target level of imports subject to a quadratic adjustment cost the model is applied to quarterly data on us imports of seven narrowly defined commodities autos beer cameras wine cigars tea and soap two main results emerge first adjustment costs are important on both sides of the market second supply side adjustment costs are larger than demand side adjustment costs 1998 john wiley sons ltd

convergence and productive efficiency in fourteen oecd countries a non parametric frontier approach abstract this paper explores the use of a non parametric frontier approach to analyse multi factor productivity across time and countries we argue that conventional measures of total factor productivity involve some restrictive assumptions that might bias the results a non parametric approach avoids these assumptions the model uses linear programming techniques to examine the productivity catching up in 14 oecd countries over the 1970 1990 period under the assumption of variable returns to scale we find evidence of convergence even if at quite different speeds for total industry for manufacturing and for services

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

an econometric analysis of fluctuations in aggregate labor supply and demand the paper contains a simple equilibrium model of the labor market the supply function allows for intertemporal substitution in response to real wage fluctuations and the demand function allows for adjustment costs on employment the supply and demand functions both solve quadratic partial adjustment problems driven by rational expectations about future real wages the market equilibrium also solves a partial adjustment problem driven by rational expectations about future preference and technology shocks two related issues are emphasized the identification of dynamic labor supply and demand functions and the theoretical interpretation of serial correlation in employment and real wages when the supply and demand shocks are assumed to be ar 1 processes which are not causally related the model delivers a simple structure for the equilibrium process for employment and real wages which is a restricted var 2 this simple structure facilitates the interpretation of summary statistics on the time series properties of observed employment and real wage series the supply and demand functions can both be locally identified using only employment and real wage data an illustrative application is presented using u s manufacturing data for the period 1948 1971

the multivariate flexible accelerator model its empirical restrictions and an application to u s manufacturing this paper derives an exhaustive set of restrictions implied by the multistock flexible accelerator specification of the adjustment cost model for the firm the flexible accelerator specification of the demand for capital and labor is estimated using u s manufacturing annual data for the 1947 1976 period the consistency of the data with the model is examined by testing the validity of the derived restrictions finally the conditions which permit aggregation over firms are determined and tested empirically the flexible accelerator specification has been popular in the empirical literature on interrelated investment and employment decisions see nadiri and rosen 38 coen and hickman 10 and schramm 40 more recent examples include sargent 39 berndt fuss and wavermann 4 berndt and morrison 6 and meese 34 under suitable assumptions the specification may be rationalized by the adjustment cost model of the firm eisner and strotz 13 lucas 30 mortensen 35 extends the work of lucas and derives some empirically testable restrictions of the accelerator specification that are implied by the adjustment cost framework the broad objective of this paper is to provide a more rigorous and comprehensive test of the adjustment cost model than is presently found in the literature this objective is achieved in three stages first we offer an alternative derivation of the mortensen restrictions and more importantly we prove theorem 1 that his restrictions are exhaustive i e we establish an integrability result for the flexible accelerator adjustment cost model second the flexible accelerator specification of the demand for capital and labor is estimated using total u s manufacturing annual data for the 1947 76 period it is assumed that firms minimize expected production costs subject to a technology which implies that capital and labor stocks are costly to adjust while a third factor materials is freely adjustable the consistency of the data with the adjustmentcost framework is examined by testing for the validity of the derived restrictions further we test the validity of some separability restrictions on the adjustmentcost technology that to varying degrees are imposed a priori in all of the cited empirical studies finally we provide a complete characterization of the individual firm technologies which justify the common assumption of the existence of a representative firm this problem of aggregation over firms which has been

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

on the adjustment matrix in error correction models abstract this paper explores the determinants of the adjustment matrix in error correction models within two intertemporal models of the firm in a production smoothing model of inventories it is shown that the adjustment matrix contains the speed of adjustment of inventories as conjectured in previous work but this parameter matrix also contains the parameters from the autoregressive polynomials associated with the stochastic unobservable shocks in the model two empirical examples are provided suggesting that these unobservable shocks cannot be assumed to be serially uncorrelated in a flexible wage model of a labor market the impact upon the adjustment matrix of normalizing the cointegrating matrix is studied in contrast to one state variable problems normalization of the cointegrating matrix is arbitrary on economic and statistical grounds in this model and it is shown that even with serially uncorrelated shocks estimating the elements of the adjustment matrix may not provide an estimate of the speed of adjustment under some normalizations of the cointegrating matrix the implication of the analysis is that without guidance from an economic model about the interpretation of elements of the adjustment matrix under alternative normalizations of the cointegrating matrix or when unobservable shocks are serially correlated economic interpretation of estimates of the adjustment matrix will be hazardous

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

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

does renewable and or non renewable energy consumption matter for total factor productivity tfp growth evidence from the brics abstract studies proved that output growth is mainly associated with the total factor productivity tfp growth and variables that affect the tfp have an important explanatory power on output in this regards the aim of this study is to examine the causal relationship between different types of energy consumption and tfp growth in the brics from 1992 to 2012 a panel bootstrap granger causality test by konya 2006 68 was employed to investigate the direction of possible connection between energy consumption and tfp growth results show that no remarkable causal link exists between renewable energy consumption and tfp growth in the brics however in the case of non renewables energy consumption creates a positive externality that contributes economic development in brazil and south africa by the growth of tfp as well as energy use itself in this respect policies that promote coal and non renewable electricity consumption in south africa and natural gas consumption in brazil may be beneficial for their economic development

regional r d efficiency in korea from static and dynamic perspectives han u asmild m and kunc m regional r d efficiency in korea from static and dynamic perspectives regional studies research and development r d efficiency has gained great attention in regional innovation research this study examines the r d efficiency patterns of 15 korean regions for 2005 09 it employs data envelopment analysis to identify the regions r d performances relative to the best practices from the static perspective and the malmquist productivity index to evaluate their changes in performance within a given timeframe providing a dynamic perspective the results classify the korean regions into deteriorating lagging and improving groups and indicate that most regions suffer from declining r d productivity over time because of their inability to catch up with the best practices

dynamic factor demands and the effects of energy price shocks a dynamic model is used to understand how sharp changes in energy prices affect investment behavior employment and energy use the authors discuss the theory behind their model selection model specifications estimation methods and data list parameter estimates and elasticities for the selected model and describe the simulations they conclude that 1 the data strongly reject the hypothesis of constant returns to scale within their specification of aggregate production 2 the data indicate adjustment costs on labor are small and 3 their results help reconcile some of the conflicting estimates of energy demand elasticities appearing in recent literature 23 references 3 figures 3 tables

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

who participates in labor intensive public works in sub saharan africa evidence from rural botswana and kenya abstract provision of low wage menial employment through public works schemes promises to provide low cost targeting of the poor especially in rural areas where instruments for income transfer are scarce findings from survey based studies in rural botswana and kenya show that the working poor are more willing to participate in public works schemes especially those with few assets and limited access to private income transfers access to short term employment through these schemes appears to improve the net income of the very poor and decrease poverty among the rural poor the significant number of nonpoor in the schemes indicates however a need for improving poverty targeting through setting wage rates that closely reflect the labor supply characteristics of the poor in rural labor markets in addition these schemes have to be complemented with other income transfer interventions to ensure that the poor who fail to meet work requirements are not excluded from public assistance

instrumental variables procedures for estimating linear rational expectations models abstract this paper illustrates how to use instrumental variables procedures to estimate the parameters of a linear rational expectations model these procedures are appropriate when disturbances are serially correlated and the instrumental variables are not exogenous we compare our procedures to some alternative estimators that estimate free parameters from restrictions implied by the euler equations the procedures are applicable to a variety of linear rational expectations models several examples of which we cite

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

economic efficiency and frontier techniques abstract most of the literature related to the measurement of economic efficiency has based its analysis either on parametric or on non parametric frontier methods the choice of estimation method has been an issue of debate with some researchers preferring the parametric and others the non parametric approach the aim of this paper is to provide a critical and detailed review of both core frontier methods in our opinion no approach is strictly preferable to any other moreover a careful consideration of their main advantages and disadvantages of the data set utilized and of the intrinsic characteristics of the framework under analysis will help us in the correct implementation of these techniques recent developments in frontier techniques and economic efficiency measurement such as bayesian techniques bootstrapping duality theory and the analysis of sampling asymptotic properties are also considered in this paper

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

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

a time series analysis of real wages consumption and asset returns summary this paper re examines whether the time series properties of aggregate consumption real wages and asset returns can be explained by a neoclassical model previous empirical rejections of the model have suggested that the optimal labour contract model might be appropriate for understanding the time series properties of the real wage rate and consumption we show that an optimal contract model restricts the long run relation of the real wage rate and consumption we exploit this long run restriction cointegration restriction for estimating and testing the model using ogaki and park s 1989 cointegration approach this long run restriction involves a parameter that we call the long run intertemporal elasticity of substitution ies for non durable consumption but does not involve the ies for leisure this allows us to estimate the long run ies for non durable consumption from a cointegrating regression tests for the null of cointegration do not reject our model as a further analysis our estimates of the long run ies for non durable consumption are used to estimate the discount factor and a coefficient of time nonseparability using hansen s 1982 generalized method of moments we form a specification test for our model a la hausman 1978 from these two steps this specification test does not reject our model this paper re examines whether the time series properties of aggregate consumption real wages and asset returns are consistent with a simple neoclassical representative agent economy previous empirical explorations of this issue have rejected the neoclassical model in large part because the marginal rate of substitution between consumption and leisure does not equal the real wage as is implied by the the first order conditions of the model in this paper we argue that an optimal labour contracting model is more appropriate for understanding the time series behaviour of real wages and consumption we show that a version of the optimal contract model restricts the long run relation between real wages and consumption we exploit this longrun restriction ri cointegration restriction to estimate preference parameters and test the model first we employ the cointegration approach suggested by ogaki and park 1989 to estimate the long run intertemporal elasticity of substitution for non durable consumption from a cointegrating regression we test the model by testing for the cointegration restriction

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

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

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

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

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

in search of a stylised fact do real wages exhibit a consistent pattern of cyclical variability the paper surveys the studies on the cyclical behaviour of real wages published from the twenties onwards the traditional simple neoclassical model of the labour market suggests that real wages tend to move countercyclically however from a theoretical viewpoint there are few reasons to expect this behaviour once the simple model is extended to account for imperfect competition uncertainty lagged responses or contracting between firms and workers empirical studies give different answers to the problem the contributions reviewed in the paper are arranged roughly in a chronological order the interwar period the postwar pre econometric studies the econometric work using aggregate data the evidence produced on the basis of longitudinal data the analyses of the shock responsiveness of real wages and finally the most recent papers attempting a reconciliation of the somewhat conflicting evidence derived from aggregate and panel data

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

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

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

time series representations of economic variables and alternative models of the labour market accepting the hypothesis that the time series facts of the aggregate labour market may be summarized by the linear autoregressive and moving average representations of wages prices unemployment and interest rates implies that a useful theory ought to lead to predictions about these representations following this approach this paper first catalogues many of the time series facts about the aggregate labour market and then compares them against alternative models of the labour market based on the intertemporal substitution and staggered contract hypotheses