corporate taxation and capital accumulation evidence from sectoral panel data for 14 oecd countries abstract we present new empirical evidence that sector level capital output ratios are strongly influenced by corporate tax incentives as summarised by the tax component of a standard user cost of capital measure we use sectoral panel data for the usa japan australia and eleven eu countries over the period 1982 2007 our panel combines internationally consistent data on capital stocks value added and relative prices from the eu klems database with corporate tax measures from the oxford university centre for business taxation our results for equipment investment are particularly robust and strikingly consistent with the basic economic theory of corporate investment

the long run relationship between productivity and capital abstract using panel cointegration techniques we show a cointegrating relationship exists between capital and productivity in 446 manufacturing industries panel dols and fmols estimates reveal that innovations to productivity increase and granger cause capital movements

tracking the new economy using growth theory to detect changes in trend productivity abstract the acceleration of productivity after 1995 prompted a debate over whether the economy s underlying growth rate would remain high in this paper we draw on growth theory to identify variables other than productivity namely consumption and labor compensation to help estimate trend productivity growth we treat that trend as a common factor with two regimes high and low growth our analysis picks up striking evidence of a return in 1997 to the high growth regime nearly 25 years after a switch from high to low growth we find that both the common factor and regime switching aspects of the model are important for identifying changes in trend productivity and also show that the trend breaks are more difficult to detect with per capita as opposed to per hour based data because of persistent labor supply shifts finally we argue that our methodology is effective in detecting changes in trend in real time in the case of the 1990s the methodology would have signaled the regime switch by 1999 or within roughly six quarters of when it occurred according to the full sample

investment specific technological changes the source of long run tfp fluctuations abstract technological innovations originating in the capital producing sector may spillover to the rest of the economy and enhance aggregate tfp in the long run this paper assesses the quantitative importance of investment specific technological changes in long run movements in aggregate tfp to this end we construct a two sector business cycle model where an ist diffusion process influences long run movements in aggregate tfp via spillover we then establish the linkage between the primitive shocks of the model and two shocks that can be identified from a var approach one shock accounting for the long run movement in aggregate tfp and the other accounting for the long run movement in the inverse of the relative price of investment we show analytically that the correlation of these two long run shocks can be fruitful in distinguishing the quantitative importance of ist innovations in long run movements in aggregate tfp using post war u s data we find that these two long run shocks identified by the mfev approach are almost perfectly collinear moreover these two shocks can explain a significant and surprisingly similar fraction of the business cycle fluctuations in other important macro variables our findings suggest that embodied technological changes are an important driver of long run movements in aggregate tfp

financial integration and business cycles in a small open economy abstract the purpose of this study is to examine a dynamic stochastic general equilibrium framework with financial and informational frictions and foreign borrowing in the case of money growth and technology shocks for a small open economy and to analyze the implications of varying degrees of financial integration for aggregate fluctuations and propagation mechanisms in the economy the existence of informational asymmetries among the agents in the model necessitates financial intermediation in the economy moreover there is uncertainty involved in the production process which leads to collateralized borrowing by firms and therefore has to be taken into account in the design of the loan contracts between firms and financial intermediaries it is shown that increasing financial integration amplifies the effect of a positive temporary monetary shock on output consumption investment labor demand and loans whereas it has barely any implication for the impact of a positive temporary technology shock on the economy

the transatlantic productivity gap is r d the main culprit the literature has pointed to different causes to explain the productivity gap between europe and united states in the last decades this paper tests the hypothesis that the lower european productivity performance in comparison with the us can be explained not only by a lower level of corporate rd however using different estimation techniques the r d coefficients for the us firms always turn out to be significantly higher to see to what extent these transatlantic differences may be related to the different sectoral structures in the us and the eu we differentiated the analysis by sectors the result is that both in manufacturing services and high tech sectors us firms are more efficient in translating their r d investments into productivity increases

capital accumulation sectoral heterogeneity and the taylor principle abstract in the presence of capital accumulation the taylor principle may not be sufficient for determinacy under reasonable parameter values in this paper i consider a two sector extension of the models used in the existing literature i show that what matters for whether the taylor principle is sufficient is the price stickiness of investment goods price stickiness of consumer goods on the other hand matters very little the taylor principle is sufficient i find unless there is considerable price stickiness in the investment goods sector

input demand under yield and revenue insurance previous studies disagree on the effects of insurance on fertilizer application rates the effect of increased fertilizer on the probability of low yields primarily determines whether fertilizer and insurance are substitutes or complements we estimate conditional distributions of corn yields to determine if the technical relationship between yields and fertilizer supports the hypothesis that insurance increases optimal application rates our results indicate no support for this hypothesis at all nitrogen fertilizer rates and reasonable levels of risk aversion nitrogen fertilizer and insurance are substitutes suggesting that those who purchase insurance are likely to decrease nitrogen fertilizer applications

productivity growth in goods and services across the heterogeneous states of america i introduction the study of income and productivity convergence and structural transformation are central and recurring themes in economic growth research the u s states have been a fertile testing ground for many intellectual advances in these areas the closed economy assumptions of the underlying models notwithstanding the states offer compensating advantages such as being subject to the same macroeconomic policy while simultaneously exhibiting considerable heterogeneity along many dimensions of interest to growth researchers demographics composition of output quality of workforce tax policy natural resource endowments geography etc at the same time knowledge on multifactor productivity mfp growth which is central to many growth models remains sparse for u s states this is mainly due to lack of data on capital accumulation beyond the manufacturing sector this is unfortunate as an emerging body of work has begun to draw attention to the fact that the convergence of state level incomes has slowed down over the past two to three decades in the absence of adequate data at the state level it becomes difficult to further analyze this problem within a multisectoral framework in this study we seek to rectify this shortcoming by constructing and analyzing productivity growth for the broadly defined privately produced goods and service sectors at the state level and undertake both growth accounting and convergence analysis for the period 1980 2007 1 our primary innovation is the use of the dual growth accounting method which relies on factor prices rather than factor stocks to construct mfp growth to get a sense of the underlying heterogeneity in sectoral labor productivity growth consider the convergence plots displayed in figure 1 in figure 1 a we plot labor productivity growth in the nonfarm nonmining private sector between 1980 and 2007 against initial labor productivity there is some evidence of absolute convergence although weak in figures ib and 1c we repeat similar plots but now for the goods sector and for the private service sector separately here we see markedly different patterns while convergence in the goods sector is apparent for services it is quite the opposite moreover if one inspects the values on the vertical axes one can also infer large differences across states this is particularly true for goods where the difference between oregon or and montana mt was almost 7 annually as a result even though montana had slightly higher labor productivity in 1980 by 2007 oregon s productivity was at least five times higher even for the service sector where the range is much smaller the difference between connecticut ct and michigan mi was almost 2 annually as a result though both states began with almost similar values connecticut s labor productivity in services was 60 higher than michigan s by 2007 clearly these are large underlying regional differences these very different patterns motivate some of the questions that we try to answer in this study using our constructed series of mfp growth and its constituent variables we examine the sources of variations in labor productivity growth first we conduct an in depth growth accounting exercise to explore the relative importance of mfp growth versus factor accumulation for the two broad sectors across u s states this allows us to undertake traditional growth accounting exercises and also examine the sources of variations across states as the dual accounting approach relies on the construction of real wage growth and real user cost growth we also investigate the sectoral patterns for these two variables second we conduct convergence analysis at the sectoral level for labor productivity growth mfp growth as well as factor price growth we show that while the goods sector shows convergence both absolute and conditional on initial human capital we see no such evidence for the service sector

productive investment and growth testing the validity of the ak model from a panel perspective in this article we analyse the relationship between productive physical investment and economic growth from a panel perspective for a sample of 61 countries spanning the period 1950 to 1992 the analysis can be thought of as two fold first we test the empirical validity of ak models following the logic by jones 1995 for that purpose we determine the degree of persistence of physical investment rates and growth by employing recently developed panel unit root tests that enable us to make more reliable inferences about the existence of stochastic trends in the series second we estimate the long run effect of physical investment on growth by using panel data techniques rather than cross section regressions overall our findings cast doubts on the rejection of the empirical validity of the ak model as suggested by jones analysis

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

directed technical change with capital embodied technologies implications for climate policy abstract we develop a theoretical model of directed technical change in which clean zero emissions and dirty emissions intensive technologies are embodied in long lived capital stocks switching from dirty to clean innovation leads to ongoing reductions in the relative costs of producing clean investment goods making them ever cheaper to purchase and so encouraging clean investment at the same time falling replacement costs imply falling asset values consequently continuing innovation in capital embodied clean technologies also generates obsolescence costs which are borne by users of clean capital the negative effect of obsolescence costs on demand for clean investment and consequently on the speed of transition to clean growth has been neglected in the literature on directed technical change we show theoretically and using numerical simulations that optimal policies differ in our model of embodied technological change relative to an otherwise comparable model of disembodied technological change with embodied technologies i optimal emissions taxes start higher and rise faster ii much higher clean research and development subsidies are required to effect the switch to clean innovation and iii climate damages under optimal policies are greater we suggest that more attention should be paid to the role of obsolescence costs in modelling transitional effects of climate policies

assessing energy price induced improvements in efficiency of capital in oecd manufacturing industries to assess how capital stocks adapt to energy price changes it is necessary to account for the impacts on different vintages of capital and to account separately for price induced and autonomous improvements in the energy efficiency of capital stock the results of econometric analysis for five manufacturing industries in 19 oecd countries between 1990 and 2005 indicate that higher energy prices resulted in smaller energy use due to both improved energy efficiency of capital stock and reduced demand for the energy input the investment response to energy prices varied considerably across manufacturing industries being more significant in energy intensive sectors the results of policy simulations indicate that a carbon tax can deliver significant reductions in energy consumption in the medium run with modest declines in energy using capital stock

capital skill complementarity sectoral labor productivity and structural transformation abstract in the postwar u s economy labor productivity has been growing faster in the goods sector versus the service sector this paper argues that this sectoral labor productivity growth gap can largely be explained by the fact that capital intensity also increases faster in the goods sector i build a two sector neoclassical growth model in which capital substitutes low skilled labor but complements high skilled labor and the goods sector is more intensive in low skilled labor relative to the service sector as observed in the data as capital becomes more abundant relative to labor along economic growth low skilled labor is substituted by capital leading to faster growth of capital intensity and hence labor productivity in the goods sector using a calibrated model i find that two thirds of the sectoral labor productivity growth gap can be explained by capital accumulation and its interaction with capital skill complementarity

horizons of understanding a review of ray fair s estimating how the macroeconomy works ray fair s estimating how the macroeconomy works is the latest in a series of books by fair that build estimate and apply his macroeconometric model to study the u s economy in this book fair updates the model to incorporate the most recent data and uses it to analyze several important empirical questions such as whether the u s economy moved into a new age of high productivity in the last half of the 1990s and the dynamics of prices output and unemployment this review places his work in the context of the historical evolution of aggregate econometric models compares it with the current developments in the estimation of dynamic stochastic general equilibrium models and discusses some salient aspects of fair s contributions

tradeoffs in balancing multiple objectives of an integrated agricultural economic and environmental system in the past environmental concerns were mostly addressed using piecemeal evaluation that redirected the crop production and management decisions in favor of achieving a single objective such as soil conservation or a water quality goal which may worsen the desirable levels of other objectives lakshminarayan s research develops and implements a conceptual framework for integrated agricultural economic and environmental modeling using a multicriteria decision making approach grounded in multiattribute utility and social welfare theory developing a theory for the integrated modeling method and a statistically consistent approach to integrate spatial variability is what distinguishes the present work from other studies on economic environmental modeling readers will find this to be an excellent summary of impacts of alternative crop production systems on soil and water quality and crop yields the monograph includes color maps 20 00

stability global dynamics and markov equilibrium in models of endogenous economic growth abstract this paper studies the local and global dynamics of two sector models of endogenous growth with economy wide external effects and taxes on capital and labor the local analysis classifies the parameter space depending on the number of stationary solutions and local stability of equilibria the global analysis shows that if taxes are within certain bounds and the size of the external effects on the average level of human capital is smaller than the share of physical capital the equilibrium path is monotone and therefore a continuous markov equilibrium can be constructed

is the ak model still alive the long run relation between growth and investment re examined to explore the empirical validity of ak type endogenous growth models the long run relation between growth and investment is examined contrary to jones s 1995 findings the broadly measured rate of investment exerts a long run positive effect on the growth rate this result is supported by evidence from twenty four oecd countries 1950 92 and five major industrialized countries 1870 1987 the panel data evidence from oecd countries also supports an extended ak model based on the uzawa 1965 lucas 1988 two sector model with transitional dynamics these findings suggest that the long run relation between growth and investment is consistent the ak model jel classification o4 est ce que le modele ak est encore en vie un autre coup d il sur la relation a long terme entre croissance et investissement pour explorer la validite empirique des modeles de croissance endogene de type ak l auteur jette un autre coup d il sur la relation a long terme entre croissance et investissement contrairement a ce que suggerent les resultats de l etude de jones 1995 le taux d investissement mesure d une maniere assez comprehensive exerce un effet positif sur le taux de croissance a long terme ce resultat est supporte par les donnees recoltees pour vingt quatre pays de l ocde entre 1950 et 1992 et pour cinq pays industrialises importants entre 1870 et 1987 les resultats tires des etudes longitudinales des pays de l ocde supportent aussi une version generale du modele ak fondee sur le modele a deux secteurs a la uzawa 1965 lucas 1988 avec dynamique de transition ces resultats suggerent que la relation en longue periode entre croissance et investissement est consistante avec le modele ak

technology shocks and job flows we consider a version of the solow growth model where technological progress can be investment specific or investment neutral the labour market is subject to search frictions and the existing productive units may fail to adopt the most recent technological advances technological progress can lead to the destruction of technologically obsolete jobs and cause unemployment we calibrate the model to replicate the high persistence that characterizes the dynamics of firms neutral technology and the frequency of firms capital adjustment we find that neutral technological advances increase job destruction and job reallocation and reduce aggregate employment investment specific technological advances reduce job destruction have mild effects on job creation and are expansionary hence neutral technological progress prompts schumpeterian creative destruction while investment specific technological progress operates essentially as in the standard neoclassical growth model using structural var models we provide support to the key dynamic implications of the model copyright 2007 wiley blackwell

quantity premium in real property markets in this paper a theory of nonlinear pricing is tested using 1993 land market data in residential districts of the osaka metropolitan area it is shown that quantity premia prevail in real property markets i e larger lots are proportionately more expensive this is due to irreversibility in changing lot size and an oligopolistic market structure with nondecreasing marginal utility of lot size

labor and investment frictions in a real business cycle model abstract this paper develops a prototype real business cycle model in which labor and investment frictions may compete directly with technology shocks in accounting for fluctuations in the postwar us economy using ireland s 2004a a method for taking models to the data journal of economic dynamics and control 28 1205 1226 methodology we establish that both types of friction are quantitatively important technology shocks still explain a substantial fraction of the fluctuations in aggregate output as the baseline real business cycle model predicts formal hypothesis tests suggest that changes in the recurrence of shocks frictions and structural parameters all play a role in accounting for the shift in the time series properties of the data between the periods before and after 1980

labor market volatility in the search and matching model the role of investment specific technology shocks abstract shocks to investment specific technology have been identified as a main source of u s aggregate output volatility in this paper we present a model with frictions in the labor market and explore the contribution of these shocks to the volatility of labor market variables namely unemployment vacancies tightness and the job finding rate thus our paper contributes to a recent body of literature assessing the ability of the search and matching model to account for the large volatility observed in labor market variables to this aim we solve a neoclassical economy with search and matching where neutral and investment specific technologies are subject to shocks the three key features of our model economy are i firms are large in the sense that they employ many workers ii adjusting capital and labor is costly iii wages are the outcome of an intra firm nash bargaining problem between the firm and its workers in our calibrated economy we find that shocks to investment specific technology explain 40 of the observed volatility in u s labor productivity moreover these shocks generate relative volatilities in vacancies and the workers job finding rate which match those observed in u s data relative volatilities in unemployment and labor market tightness are 55 and 75 of their empirical values respectively

optimal lot size and configuration abstract the developer chooses lot size and shape to maximize profit subject to institutional constraints the price structure for lots is exogenous and cobb douglas in form costs of land development are assumed to be both proportional to frontage and to lot area the constraints are the minimum lot area from zoning and the minimum lot depth from subdivision ordinances numerical and empirical results support this theory of optimal development one implication is that lower frontage cost from technological change may have led to wider shallower lots a result also consistent with lower land rent in a conventional urban model

the coevolution of the real and financial sectors in the growth process the role of debt and equity changes over time and with the level of development what are these changes and why should they systematically occur across different countries and time periods this article characterizes financial innovation as a dynamic process that both influences and is influenced by the development of the real sector it focuses on the emergence and development of equity markets using a model that allows for growth and for capital accumulation that is financed externally through a combination of debt and equity as an economy develops the aggregate ratio of debt to equity will generally fall yet debt and equity remain complementary sources for the financing of capital investments the results suggest how various government policy actions might affect capital accumulation and equity market activity

comparing dsge var forecasting models how big are the differences abstract i generate priors for a vector autoregression var from a standard real business cycle rbc model an rbc model with capital adjustment costs and habit formation and a sticky price model with an unaccommodating monetary authority the response of hours worked to a tfp shock differs sharply across these models i compare the accuracy of forecasts made from each of the resulting dynamic stochastic general equilibrium vector autoregression dsge var models despite having different structural characteristics the dsge vars are comparable in terms of forecasting performance as in previous work dsge vars compare favorably with atheoretical vars

technological change and managerial ability evidence from a malaysian artisanal fishery technological progress can improve economic development but its role in the harvest of common resources has received little attention we study the relationship between skill and the use of electronic and mechanical innovations in the productivity of malaysian artisanal fishers surprisingly electronics users do not define the frontier and mechanical winch adopters produced well inside it we show that if technology is a skill substitute rather than a complement then it helps less efficient users catch up to the production frontier policy makers must balance the implications for participation rates and resource depletion against gains for the least skilled participants

the augmented solow model and the productivity slowdown abstract in an insightful and influential paper mankiw et al 1992 quarterly journal of economics 107 407 437 have suggested that an augmented solow growth model can account for 80 of the variation in output per capita across countries due to different steady state growth paths that result from differences in saving rates education and population growth this paper carries their analysis one step further and asks whether changes in the growth rate between the 1960s and the 1980s can also be explained by this framework our results provide further support for several of mankiw et al s key conclusions investment in physical capital population growth and the initial levels of output seem to matter a great deal however investment in human capital has no ability to account for changes in growth rates over time we conclude that investment in physical capital seems to be quite important for economic growth though the reasons for this importance may not be fully captured by the augmented solow growth model

crop insurance acreage decisions and nonpoint source pollution the redirection of farm policy in the 1996 farm bill has generated much interest in seeking environmentally friendly and economically viable ways to protect farm income agricultural insurance has been suggested as such an instrument this article estimates the effect of crop insurance on crop mix and the resulting change in chemical use in the central nebraska basin providing corn insurance will shift land from hay and pasture to corn which will increase chemical use at the extensive margin this extensive margin effect dominates the effect of crop insurance on the application rate leading to an increase in total chemical use

capital reallocation and liquidity this paper studies the cyclical properties of capital reallocation and the frictions which inhibit such reallocation we show that the amount of capital reallocation and the benefits to reallocation vary at the business cycle frequency the amount of capital reallocation is procyclical in contrast the benefits to capital reallocation appear countercyclical we measure the amount of reallocation using data on flows of capital across firms and the benefits to capital reallocation using several measures of the cross sectional dispersion of the productivity of capital we then study a calibrated model of an economy where capital reallocation is costly and impute the cost of reallocation which is consistent with the amount of and benefits to reallocation in the data we find that the cost of reallocation needs to be substantially countercyclical to be consistent with the observed joint cyclical properties of reallocation and productivity dispersion the cyclical variation in this cost is interpreted as variation in the liquidity of capital broadly defined since physical costs are unlikely to vary countercyclically

liquidity risk and financial competition implications for asset prices and monetary policy abstract this paper studies the implications of banking competition for capital markets and monetary policy in particular i develop a two sector monetary growth model in which a group of agents is exposed to liquidity shocks and money is essential banks insure depositors against such risk and invest in the economy s assets in this setting i compare an economy with a perfectly competitive banking sector to an economy with a fully concentrated financial sector unlike previous work banks can have market power in both deposits and capital markets compared to a perfectly competitive financial sector i demonstrate that a monopolistic banking system can have substantial adverse consequences on capital formation assets prices and the degree of risk sharing furthermore multiple steady states can emerge and the economy becomes subject to poverty traps more importantly market power in financial markets may overturn the tobin effect present under a perfectly competitive financial sector this necessarily happens in economies with high degrees of liquidity risk and low levels of capital formation

the optimal economic lifetime of vintage capital in the presence of operating costs technological progress and learning abstract this paper studies the optimal vintage specific investment and disinvestment decision of a firm the decision is formulated as a distributed optimal control problem with a constraint on the state variable the economic model takes into accounts maintenance and operating costs technological progress and learning it allows firms to purchase not only the latest technology but also previous year vintages and completely disinvest old machines it does not assume that the firms keep machines of all vintages as other similar models do an analytical expression for the optimal economic lifetime of capital is derived and the qualitative dynamics of the optimal investment and disinvestment rules is analyzed

investment specific technological change and growth accounting greenwood et al 1997 long run implications of investment specific technological change american economic review 87 3 342 362 and 2000 the role of investment specific technological change in the business cycle european economic review 44 91 115 and hercowitz 1998 the embodiment controversy a review essay journal of monetary economics 41 217 224 have claimed that the jorgenson form of growth accounting is conceptually flawed and severely understates the importance of technological progress embodied in new capital goods for explaining growth to the contrary this paper shows that in its technology aspects their model is a special case of the jorgensonian growth accounting model what they call investment specific technological change is shown to be closely related to the more familiar concept of total factor productivity tfp growth statements about the one can be translated into statements about the other empirically differences between their conclusions and those of growth accounting studies about the extent to which embodiment explains us economic growth are found to relate more to data than to methodology

financial integration and growth in a risky world abstract we revisit the debate on the benefits of financial integration in a two country neoclassical growth model with aggregate uncertainty the framework accounts simultaneously for gains from a more efficient capital allocation and gains from risk sharing together with their interaction global numerical methods allow for meaningful welfare comparisons gains from integration are quantitatively small even for riskier and capital scarce emerging economies these countries import capital for efficiency reasons before exporting it for self insurance leading to capital flows and growth reversals along the transition this opens the door to richer empirical implications than previously considered in the literature

investment shocks and business cycles abstract the origins of business cycles are still controversial among macroeconomists this paper contributes to this debate by studying the driving forces of fluctuations in an estimated new neoclassical synthesis model of the u s economy in this model most of the variability of output and hours at business cycle frequencies is due to shocks to the marginal efficiency of investment imperfect competition and to a lesser extent technological frictions are the key to their transmission although labor supply shocks explain a large fraction of the fluctuations in hours at very low frequencies they are irrelevant over the business cycle this finding is important because the microfoundations of these disturbances are widely regarded as unappealing

the economic crisis from a neoclassical perspective abstract this paper assesses the 2007 2009 recession using neoclassical business cycle theory i find that the 2007 2009 u s recession differs substantially from other postwar u s recessions and also from the 2008 recession in other countries in that lower labor input accounts for virtually all of the decline in income and output in the united states while lower productivity accounts for much of other u s recessions and the 2007 2009 recession in other countries i also find that existing classes of models including financial market imperfections models do not explain the u s recession this is because the 2007 2009 recession is almost exclusively related to what appear to be labor market distortions that drive a wedge between the marginal product of labor and the marginal rate of substitution between consumption and leisure a topic about which current classes of financial imperfection models are largely silent i discuss future avenues for developing this class of models and i consider alterna

volatility accounting a production perspective on increased economic stability this paper examines the declining volatility of u s output growth from a production perspective at the aggregate level increased output stability reflects decreased volatility in both labor productivity growth and hours growth as well as a significant decline in the covariance the decline in output volatility can also be traced to less volatile labor input and total factor productivity growth and the smaller covariance between them at the industry level the decline in volatility appears widespread with about 80 of component industries showing smaller contributions to aggregate output volatility after 1984 although most of the aggregate decline reflects smaller covariances between industries there is also strong evidence of a decline in the correlation between hours and labor productivity growth across industries the paper concludes with a discussion of potential explanations jel e0 e3

the time varying volatility of macroeconomic fluctuations we investigate the sources of the important shifts in the volatility of us mac roeconomic variables in the postwar period to this end we propose the esti mation of dsge models allowing for time variation in the volatility of the structural innovations we apply our estimation strategy to a large scale model of the business cycle and find that shocks specific to the equilibrium condition of investment account for most of the sharp decline in volatility of the last two decades jel c51 e32

is physical investment the key to china s growth miracle i introduction unprecedented high rates of economic growth in china over the past decades have stimulated a wide interest among researchers and policymakers in establishing whether rapid physical capital accumulation is the main driving force behind such outstanding growth performance and whether it suffices to sustain china s rapid economic growth in the next decades by exploiting the different implications that the relation between investment and growth has according to the neoclassical paradigm pioneered by solow 1956 and cass 1965 and endogenous growth models of the ak type this paper will attempt to test the empirical validity of the ak model for the chinese economy the main difference between the ak model and the solow model is that the former allows for the existence of constant returns to a sufficiently broad definition of capital which in turn enables investment to have a long run impact on growth in contrast under the neoclassical paradigm diminishing returns to reproducible capital leads inevitably to only temporary growth effects along the transitional path and long run growth depends on exogenous technological progress constant returns to reproducible capital characterizing linear accumulation driven models may stem from different sources like 1 positive externalities as in the models of frankel 1962 lucas 1988 and romer 1986 2 bounding the marginal product of reproducible factors away from zero jones and manuelli 1990 or 3 the existence of constant returns to all accumulable factors characterizing the different sectors of the economy barro 1990 rebelo 1991 according to standard linear accumulation driven models steady state output growth directly depends on the total investment rate in physical capital hence the dynamics of output growth should behave similarly to the dynamics of the investment rate as noted by jones 1995a a hallmark of the endogenous growth literature implies that any large permanent change in total investment should translate into a permanent change in long run growth in the same direction jones 1995a constitutes the first attempt at testing the ak type growth models using a time series framework his sample includes 15 organization for economic co operation and development oecd countries with data spanning over the period 1950 1988 he shows that the investment share in producer durables and to a lesser extent the total investment rate presents an upward deterministic trend and is generally found nonstationary when augmented dickey fuller adf 1979 tests are applied in contrast rates of economic growth remain fairly stable jones then claims that the fact that output growth rates exhibit no large permanent movements imposes a strong and testable restriction on endogenous growth models if an endogenous growth model predicts that permanent movements in some variable x have permanent effects on growth then either a x must exhibit no large persistent movements or b some other variable or variables must also have persistent effects on growth that offset the movements of x in a way that is determined by the endogenous growth model jones 1995a 502 despite the considerable effort using this framework to try to test the empirical validity of ak type growth models for the oecd countries jones 1995a li 2002 romero avila 2006 no work has been conducted along these lines for the chinese economy this is surprising because this issue should be particularly important for a country like china which is expected to become the leading economy in the coming decades with a population more than 1 3 billion which is more than four times the population of the united states this paper tries to fill this gap in the literature by applying jones test to the chinese economy over the past five decades the chinese economy has shown spectacular growth performance with an average annual growth rate of real per capita gross domestic product gdp equal to 6

keynesian impulses versus solow residuals identifying sources of business cycle fluctuations we employ a neoclassical business cycle model that builds on the greenwood hercowitz and huffman 1988 variable utilization framework to study two sources of business cycl e fluctuations marginal efficiency of investment shocks and total factor productivity shocks the parameters of the model are estimated using a bayesian procedure that accommodates prior uncertainty about their magnitudes from these estimates posterior distributions of the two shocks are obtained the postwar u s experience suggests that both shocks are important in understanding fluctuations but that total factor productivity shocks are primarily responsible for beginning and ending recessions

to build or not to build capital stocks and climate policy abstract we investigate i the impact of emission reduction policy on investment in polluting infrastructure such as coal fired power stations and ii optimal subsidies for clean alternatives with learning spillovers we build a general theoretical model and embed it in a fully calibrated integrated assessment model because emission reduction policy reduces investments in polluting assets short term emission reductions are enhanced our irreversibility effect thus stranded assets in this fuel using sector have distinctive properties we also provide a simple formula for how the optimal subsidy to deployment of a clean sector depends on its rate of learning by doing and on its socially optimal growth so if the sector should grow faster for other reasons its optimal subsidy is increased showing that its optimal growth rate is faster still our acceleration effect our calibrations show that to limit global climate change to 2 c warming investments in coal fired power stations must end very soon considering second best settings we show that carbon taxes achieve stringent policy targets more efficiently but subsidies to the clean sector deliver higher welfare and are more efficient when policy targets are more mild

time series evidence on the nonlinearity hypothesis for public spending i introduction endogenous growth theories differ from exogenous growth theories with respect to their assumed relationships between economic growth and policy variables in contrast to their exogenous counterparts endogenous growth theories suggest various channels through which growth can be affected by government policies one of these channels is assumed to be due to supply side effects of productive public spending on infrastructure human capital accumulation legal protection and so on which can be viewed as factors for private production therefore increases in productive public spending will increase the economy s overall productivity and thus enhance growth empirical cross country studies investigating the relationship between government and growth such as ram 1986 barro 1991 easterly and rebelo 1993 and levine and renelt 1992 have produced rather ambiguous results ranging from inconclusive to contradictory an explanation for the failure to empirically resolve this issue could be that the relationship is nonlinear in nature as is suggested by the endogenous growth models like that of barro 1990 empirical studies that do not account for such nonlinearities may easily lead to inconclusive if not misleading answers to the question of how fiscal policy affects economic growth by incorporating productive public spending into the production function barro 1990 demonstrates theoretically that the relationship between growth and government size i e the share of public spending in gross domestic product gdp may well be nonmonotonic in this case an optimal growth maximizing government size may exist such that additional public spending increases decreases growth if the government size is below above the optimum this result known as the nonlinearity hypothesis has also been suggested in the theoretical analyses of barro and sala i martin 1992 glomm and ravikumar 1994 lau 1995 and devarajan et al 1996 among others empirical studies investigating the optimal government size like barro 1990 devarajan et al 1996 kelly 1997 and karras 1993 1996 1997 rely on cross country data so does dowrick 1996 the only study explicitly examining the validity of the nonlinearity hypothesis these empirical studies assume that all countries have the same optimal government size and thus are notable to identify the individual countries optimal fiscal policy or the consequences from changes in government size in this article we derive implications of the nonlinearity hypothesis for time series models by investigating time series data of an individual country one can examine the validity of the nonlinearity hypothesis and analyze the country s fiscal policy jones 1995 kocherlakota and yi 1996 1997 and evans 1997 characterize endogenous growth models by the property that a permanent change in policy variables leads to a permanent change in the growth rate if growth effects due to changes in public spending depend on the deviation of public spending from its optimal level as the nonlinearity hypothesis suggests growth effects induced by a change in public spending should vary as government size varies unless the optimal spending level varies accordingly conducting time series studies jones 1995 evans 1997 and karras 1998 1999 conclude against endogenous growth which contrasts the conclusions of kocherlakota and yi 1996 1997 however by relying on linear models all these studies force growth effects from public policy to be constant therefore they prevent any analysis of nonlinear endogenous growth phenomena as implied by barro type models as we will argue if the nonlinearity hypothesis holds results from linear models may in fact be misleading the empirical analysis presented herein is based on quarterly west german time series data and examines two types of public spending public investment and public consumption as a proxy for productive public spending

ceepes an evolving system for agro environmental policy over potential sources of environmental degradation see for example shortle and dunn 1986 russell and shogren 1993 although partially related to scientific advances in measurement and detection perceived risks due to chemical loading have intensified the pressure to more closely coordinate agricultural and environmental policy cohen eiden and lorber 1986 johnson wolcott and aradhyula 1990 but strategies to coordinate these policies have been impeded by a serious information gap in the explicit environmental and economic trade offs of various public and private actions although most decision makers would agree that securing this information is critical for more effective agro environmental policy the question remains as to the best course of action

anticipation effects of technological progress on capital accumulation a vintage capital approach abstract due to embodied technological progress new generations of capital goods are more productive therefore in order to study the effects of technological progress a model must be analyzed in which different generations of capital goods can be distinguished we determine in what way the firm adjusts current investments to predictions of technological progress in the presence of market power we show that a negative anticipation effect occurs i e current investments in recent generations of capital goods decline when faster technological progress will take place in the future because then it becomes more attractive to wait for new generations of capital goods in case that only investments in new machines are possible actually a whole wave of anticipation phases arises

learning adaptive expectations and technology shocks this study explores the macroeconomic implications of adaptive expectations in a standard growth model we show that the self confirming equilibrium under adaptive expectations is the same as the steady state rational expectations equilibrium for all admissible parameter values but that dynamics around the steady state are substantially different between the two equilibria the differences are driven mainly by the dampened wealth effect and the strengthened intertemporal substitution effect not by escapes emphasised by williams 2003 consequently adaptive expectations can be an important source of frictions that amplify and propagate technology shocks and seem promising for generating plausible labour market dynamics

investment shocks and the comovement problem recent work based on sticky price wage estimated dynamic stochastic general equilibrium dsge models suggests investment shocks are the most important drivers of post world war ii us business cycles consumption however typically falls after an investment shock this finding sits oddly with the observed business cycle comovement where consumption along with hours worked and investment moves with economic activity we show that this comovement problem is resolved in an estimated dsge model when i the cost of capital utilization is specified in terms of increased depreciation of capital as originally proposed by greenwood et al 1988 in a neoclassical setting or ii there is no wealth effect on labor supply the data however favors the first channel traditionally the cost of utilization is specified in terms of forgone consumption following christiano et al 2005 who studied the effects of monetary policy shocks the alternative specification we consider has two additional implications relative to the traditional one i it has a substantially better fit with the data and ii the contribution of investment shocks to the variance of consumption is over three times larger the contributions to output investment and hours are also relatively higher suggesting that these shocks may be quantitatively even more important than previous estimates based on the traditional specification

an analysis of fiscal policy with endogenous investment specific technological change the effects of distortional fiscal policies are studied within a model in which there is endogenous investment specific technological change labor is used in the production of output and also for research purposes labor or capital taxes then distort the trade off between developing new technologies and investing in existing types of capital it is shown that if there is an externality in the research activity then it may be socially optimal to impose both a capital tax and an investment tax credit the growth rate is shown to be increasing in the rate of capital taxation and decreasing in the rate of labor taxation although the effect of taxation on the growth rate is modest this supports the observation that there is relatively little relationship between growth rates of economies and their rates of taxation

the structure of urban land prices abstract recognition of the existence of nonlinear land prices has an impact on the measurement of the rate at which land price declines with distance from the urban center it is hypothesized that concave parcel prices have given rise to overly large estimates of the rate of price decline with distance because parcel sizes increase with distance and increased parcel sizes would be associated with lower unit prices as a result of the concavity of the land price function this hypothesis is empirically tested using vacant residential commercial and industrial land sales from within cook county illinois an important finding is that allowing for concavity greatly reduces although it does not eliminate measured rates of price decline with distance

how much do distortions affect growth abstract this paper presents a simple endogenous growth model with two types of capital which can display sizeable long run growth effects of distortionary policies the model applies to many different types of distortions of relative prices common in developing countries such as differential taxes and tariffs black market exchange rates and price controls the model shows that a subsidy to one type of capital financed by a tax on another capital good lowers growth a measure of the variance of relative prices of investment goods across sectors has a negative and statistically significant effect on growth

integration of environmental concerns into agricultural policies of industrial and developing countries abstract the question which this paper addresses concerns the types of environmental and resource related agricultural policy adjustments that could properly address the costs of resource degradation and increase long term prospects for sustainable development various public policy approaches e g polluter pays principle fiscal measures regulations etc are discussed and analyzed with regard to their environmental and resource impacts the paper provides illustrative experiences from industrial and developing nations and where possible lessons and insights of relevance to policy making in developing countries are sought

flexible prices and the business cycle business cycles models with flexible prices face two major empirical challenges one regards observed output dynamics the positive short run autocorrelation in gnp growth and the hump shaped trend reverting output response to transitory shocks cogley and nason 1995 the other regards the alleged persistent decline in employment following a positive technology shock gali 1999 no determinate model with flexible prices has so far been able to address all of the cogley nason gali challenges we show that the standard rbc model can do so if it contains a signal extraction problem involving permanent and temporary supply shocks

can natural disasters have positive consequences investigating the role of embodied technical change it has been suggested that disasters might have positive economic consequences through the accelerated replacement of capital this possibility is referred to as the productivity effect this effect is investigated using a model with embodied technical change in this framework disasters can influence the production level but cannot influence the growth rate in the same way than the saving ratio in a solow like model depending on reconstruction quality indeed accounting for embodied technical change can either decrease or increase disaster costs but is never able to turn disasters into positive events moreover a better but slower reconstruction amplifies the short term consequences of disasters but pays off over the long term regardless the productivity effect cannot prevent the existence of a bifurcation when disaster damages exceed the reconstruction capacity potentially leading to poverty traps c 2008 elsevier b v all rights reserved

labor supply with job assignment under balanced growth abstract we consider a competitive equilibrium growth model where technological progress is embodied into new jobs which are assigned to workers of different skills in every period workers decide whether to actively participate in the labor market and if so how many hours to work on the job balanced growth requires that the job technology is complementary with the worker s total labor input on the job which is jointly determined by his skill and his working hours since lower skilled workers can supply longer hours we show that the equilibrium features positive assortative matching higher skilled workers are assigned to better jobs only if differences in consumption are small relative to differences in worker skills when the pace of technological progress accelerates wage inequality increases and workers participate less often in the labor market but supply longer hours on the job this mechanism can explain why as male wage inequality has increased in the us labor force participation of male workers of different skills has fallen while their working hours have increased

a comment on zoning returns to scale and the value of undeveloped land this paper revisits the relationship between land value and parcel size the authors demonstrate that using a simple arbitrage equilibrium argument the value size relationship is convex concave whenever land assembly subdivision is possible they also explore further the impact of zoning on market outcomes copyright 1993 by mit press

explaining how preferences change across joint versus separate evaluation abstract this paper examines how preferences for outcomes change across joint versus separate evaluation of alternatives in joint evaluation two or more options are presented and evaluated simultaneously in separate evaluation each option is presented and evaluated separately we review a growing body of evidence demonstrating this type of preference shift and discuss how it is different from existing biases and preference reversals documented in the literature we then review and integrate three competing explanations for this type of preferential inconsistency

specific capital and vintage effects on the dynamics of unemployment and vacancies in a reasonably calibrated mortensen and pissarides matching model shocks to average labor productivity can account for only a small portion of the uctuations in unemployment and vacancies shimer 2005a in this paper i argue that if vintage speci c shocks rather than aggregate productivity shocks are the driving force of uctuations the model does a better job of accounting for the data i add heterogeneity in jobs matches with respect to the time

long run implications of investment specific technological change an attempt is made to disentangle its effects from the more traditional hicksneutral form of technological progress the balanced growth path for the model is characterized and calibrated to u s national income and product account nipa data the quantitative analysis suggests that investment specific technological change accounts for the major part of growth jel e13 030 041 047

endogenous growth cycles current explanations why a growing economy necessarily goes through periods of high and low growth predict countercyclical r d investment as this is very controversial from an empirical perspective a stochastic poisson model of endogenous growth cycles is presented where the determinants of the cyclical behaviour of r d investment are analytically studied providing an explicit expression for the expected length of a cycle shows that high frequency fluctuations can indeed be understood by this approach it is also shown how small technological improvements translate into large aggregate fluctuations

human capital prices productivity and growth separate identification of the price and quantity of human capital has important implications for understanding key issues in labor economics and macroeconomics price and quantity series are derived and subjected to robustness checks the human capital price series associated with dierent education levels are highly correlated and exhibit a strong secular trend three result

what drives the skill premium technological change or demographic variation abstract this paper quantitatively examines the effects of two exogenous driving forces investment specific technological change istc and the demographic change known as the baby boom and the baby bust on the evolution of the skill premium and the college enrollment rate in the postwar u s economy we develop a general equilibrium overlapping generations model with endogenous discrete schooling choice the production technology features capital skill complementarity as in krusell et al 2000 istc through capital skill complementarity raises the relative demand for skilled labor while demographic variation affects the skill premium by changing the age structure and hence the relative supply of skilled labor we find that istc is the key element driving the skill premium in the postwar u s economy and it is quantitatively important for the dynamics of the college enrollment rate the quantitative importance of the demographic change for the evolution of both the skill premium and the college enrollment rate however is limited

government consumption and growth i introduction interest in formulating and testing growth models has surged in recent years following the seminal articles of romer 1986 and lucas 1988 the theoretical growth literature has primarily sought to endogenize the trend growth rate which had been treated as an exogenous parameter in the earlier vintage of growth models formulated by solow 1956 and cass 1965 inter alia although the goal of endogenizing trend growth rates is surely desirable it is still important to test whether trend growth rates are indeed better characterized as exogenous or endogenous many papers have attempted to do so unfortunately virtually all of them have used ordinary least squares to fit cross sectional regressions relating the average growth rate of per capita output over some period to its initial value and other country characteristics 1 my 1996a paper shows that this method produces seriously biased estimates and unreliable inferences this paper makes two contributions first using a simple stochastic growth model that nests both exogenous and endogenous growth it shows that the growth rate of output per capita should be mean stationary if growth is exogenous and should be difference stationary if growth is endogenous and any difference stationary variable affects investment specifically if the share of output devoted to government consumption is difference stationary the growth rate should be mean stationary or difference stationary depending on whether growth is exogenous or endogenous furthermore the growth rate should be negatively related to the share of output devoted to exhaustive government consumption if and only if growth is endogenous the second contribution is to test whether growth is exogenous or endogenous data for 92 countries over the period 1960 to 1989 strongly support the mean stationarity of the growth rate of per capita output and are consistent with the difference stationarity of the share of output devoted to government consumption moreover the growth rate is not significantly related to the government share these two findings support the exogeneity of growth finally the relationship is precisely estimated to be weak if not nonexistent hence even if growth is endogenous the degree of endogeneity is likely to be small 2 the rest of the paper is organized as follows section ii formulates a simple stochastic growth model for demonstrating the basic theoretical results section iii investigates whether growth rates are mean stationary and whether shares of output devoted to government consumption are difference stationary section iv examines whether and how growth rates and government shares are related to each other finally section v summarizes the paper and offers a few conclusions ii theoretical discussion this section lays out a simple and tractable stochastic growth model that nests both exogenous and endogenous growth the model is special in many ways because several restrictive assumptions are made for the sake of tractability nevertheless results similar to the ones derived below should hold in a wide class of models consider a closed economy inhabited by a government and a household that lives in periods t 0 1 2 the sole activity of the government is exhaustively consuming g which is financed by a proportional tax on gross output y at the rate tau its budget constraint is therefore 1 g sub t tau sub t y sub t i assume that government consumption is set so that 2 g sub t ln 1 g sub t y sub t is a driftless difference stationary process the household is endowed with one unit of labor which it supplies completely inelastically each period a positive initial capital stock and a technology 3 mathematical expression omitted 0 less than alpha less than or equal to 1 t 0 1 2

volatility and slow technology diffusion abstract i study the effects of uncertainty on technology adoption and thereby on volatility and growth i present an analytically tractable model in which i uncertainty about the returns to adoption delays technology diffusion and ii the mean and volatility of output growth are jointly determined in equilibrium i then test the key predictions of the model by studying the introduction of three major information and communication technologies icts computers internet and cell phones i find that countries with more volatile growth rates of real gdp per capita have higher time adoption lags and lower average growth as predicted by the model

the economic determinants of technology shocks in a real business cycle model abstract creative destruction due to new technologies causes both long run growth and short run business fluctuations new technologies push the economy on a higher productivity level but also imply partial obsolescence of old production units obsolescence induces an adjustment period during which growth rates gradually fall at some endogenously determined point research for the next technology starts once the new technology is discovered a technology shock occurs and the next cycle starts this is shown in a continuous time rbc model with risk averse agents where savings can be used for financing deterministic capital accumulation and stochastic r d for new technologies

fiscal policy and asset prices with incomplete markets we study the simultaneous impact of fiscal policy decisions on macroeconomic activity wealth distribution and asset prices we consider a general equilibrium overlapping generations model with incomplete markets and heterogeneous agents where government debt and capital are imperfect substitutes increases in public debt lead to significant increases in the riskless rate and to a reduction in the equity premium while higher capital income tax rates lead to a higher equity premium the crowding out effects on capital and output are much higher than in models where government debt and capital are perfect substitutes which thus ignore households portfolio reallocation decisions the author 2012 published by oxford university press on behalf of the society for financial studies all rights reserved for permissions please e mail journals permissions oup com oxford university press

commodity price shocks and the business cycle structural evidence for the u s this paper evaluates the relative importance of commodity price shocks in the u s business cycle therefore we extend the standard set of business cycle shocks to include unexpected changes in commodity prices the resulting svar shows that commodity price shocks are a very important driving force of macroeconomic fluctuations second only to investment specific technology shocks particularly with respect to inflation neutral technology shocks and monetary policy shocks on the other hand seem less relevant at business cycle frequencies neutral technology shocks rather play an important role at low frequencies

aggregate fluctuations and the industry structure of the us economy abstract in a two sector economy changes in intermediate input trade as reflected in cost share fluctuations are key to determining the amplification properties of investment specific and neutral shocks i document that the cost shares of intermediate inputs produced by the investment sector correlate positively with gdp whereas those of inputs produced by the consumption sector correlate negatively with gdp the two sector model of greenwood et al 1988 is extended to allow for trade of intermediate goods and to show that the documented correlations discipline heterogeneous elasticities of substitution in intermediate inputs across sectors shock amplification that is the effect of a sectorial shock on aggregate value added depends on the degree of heterogeneity in these elasticities of substitution for a calibrated economy to that of the united states i find that shock amplification is stronger than in a unitary elasticity economy it is also stronger than in an economy with a common non unitary elasticity that is either inferred from data via reduced form estimates or calibrated to match the same targets as our benchmark economy

distributive politics and economic growth a crude distinction between economics and politics would be that economics is concerned with expanding the pie while politics is about distributing it in this paper we analyze the relationship between the two we focus on how an economy s initial configuration of resources shapes the political struggle for income and wealth distribution and how that in turn affects long run growth our main conclusion is that inequality is conducive to the adoption of growth retarding policies we derive this result from a simple political economy model of growth and present cross country evidence consistent with it the key feature of our model is that individuals differ in their relative factor endowments we distinguish between two types of factors an accumulated factor called capital and a nonaccumulated factor called labor growth is driven by the expansion of the capital stock which is in turn determined by individual saving decisions long run growth is endogenous as the aggregate production function is taken to be linearly homogeneous in capital and productive government services taken together the provision of government services is financed by a tax on capital because government services are productive a small tax on

on the fit of new keynesian models this article provides new tools for the evaluation of dynamic stochastic general equilibrium dsge models and applies them to a large scale new keynesian model we approximate the dsge model by a vector autoregression and then systematically relax the implied cross equation restrictions and document how the model fit changes we also compare the dsge model s impulse responses to structural shocks with those obtained after relaxing its restrictions we find that the degree of misspecification in this large scale dsge model is no longer so large as to prevent its use in day to day policy analysis yet is not small enough to be ignored

the dynamic effects of neutral and investment specific technology shocks the neoclassical growth model is used to identify the short run effects of neutral technology shocks which affect the production of all goods homogeneously and investment specific shocks which affect only investment goods the real equipment price crucial for identifying the investment shocks experiences an abrupt increase in its average rate of decline in 1982 so the analysis is based on a split sample on the basis of the preferred specification the two technology shocks account for 73 percent of hours and 44 percent of output s business cycle variation before 1982 and 38 percent and 80 percent afterward the shocks also account for more than 40 percent of hours and 58 percent of output s forecast errors over a three to eight year horizon in both samples the majority of these effects are driven by the investment shocks

skill biased technological change and the business cycle over the past two decades technological progress in the united states has been biased towards skilled labor what does this imply for business cycles we construct a quarterly skill premium from the cps and use it to identify skill biased technology shocks in a var with long run restrictions hours fall in response to skill biased technology shocks indicating that at least part of the technology induced fall in total hours is due to a compositional shift in labor demand investment specific technology shocks reduce the skill premium indicating that capital and skill are not complementary in aggregate production

measuring embodied technical change in the us local telephone industry this study attempts to measure the rate of embodied technical change by using a short run variable cost function that contains arguments for labour and capital quality in this short run variable cost model the expansion of the amount of physical capital increases variable costs due to more maintenance outlays and then it leads to improvements in capital quality when a measure of competition is included as a proxy for organizational efficiency improvements in labour and capital quality explain more than two thirds of productivity growth the degree of returns to scale and the shadow cost of capital input in the embodiment cost model are presented as well the study is based on pooled time series and cross section data of eight us local exchange carriers