Why is Productivity Procyclical? Why Do We Care?

Productivity rises in booms and falls in recessions. There are four main explanations for this procyclical productivity: (i) procyclical technology shocks, (ii) widespread imperfect competition and increasing returns, (iii) variable utilization of inputs over the cycle, and (iv) resource reallocations. Recent macroeconomic literature views this stylized fact of procyclical productivity as an essential feature of business cycles because each explanation has important implications for macroeconomic modeling. In this paper, we discuss empirical methods for assessing the importance of these four explanations. We provide microfoundations for our preferred approach of estimating an explicitly first-order approximation to the production function, using a theoretically motivated proxy for utilization. When we implement this approach, we find that variable utilization and resource reallocations are particularly important in explaining procyclical productivity. We also argue that the reallocation effects that we identify are not "biases" -- they reflect changes in an economy's ability to produce goods and services for final consumption from given primary inputs of capital and labor. Thus, from a normative viewpoint, reallocations are significant for welfare; from a positive viewpoint, they constitute potentially important amplification and propagation mechanisms for macroeconomic modeling.

[1]  Julio J. Rotemberg,et al.  Oligopolistic Pricing and the Effects of Aggregate Demand on Economic Activity , 1989, Journal of Political Economy.

[2]  J. Haltiwanger,et al.  Aggregate Productivity Growth: Lessons from Microeconomic Evidence , 1998 .

[3]  Susanto Basu,et al.  Are Technology Improvements Contractionary? , 1998 .

[4]  Miles S. Kimball The Quantitative Analytics of the Basic Neomonetarist Model , 1995 .

[5]  Simon Gilchrist,et al.  Investment, Capacity, and Output: A Putty-Clay Approach , 1998 .

[6]  Susanto Basu,et al.  Are Apparent Productive Spillovers a Figment of Specification Error? , 1994 .

[7]  M. Woodford,et al.  Dynamic General Equilibrium Models with Imperfectly Competitive Product Markets , 1993, Frontiers of Business Cycle Research.

[8]  Ernst R. Berndt,et al.  The Practice of Econometrics: Classic and Contemporary. , 1992 .

[9]  D. Carlton,et al.  Equilibrium Fluctuations When Price and Delivery Lag Clear the Market , 1983 .

[10]  A study in the theory of investment. , 1960 .

[11]  Susanto Basu,et al.  Procyclical Productivity: Increasing Returns or Cyclical Utilization? , 1995 .

[12]  M. Shapiro,et al.  Costly Capital Reallocation and the Effects of Government Spending , 1998 .

[13]  Lawrence J. Lau,et al.  FUNCTIONAL FORMS IN ECONOMETRIC MODEL BUILDING , 1986 .

[14]  P. Romer Increasing Returns and Long-Run Growth , 1986, Journal of Political Economy.

[15]  Roger E. A. Farmer,et al.  Indeterminacy and sector-specific externalities , 1996 .

[16]  Gary Solon,et al.  Measuring the Cyclicality of Real Wages: How Important is Composition Bias , 1992 .

[17]  Ricardo J. Caballero,et al.  External effects in U.S. procyclical productivity , 1992 .

[18]  Walter Diewert,et al.  Exact and superlative index numbers , 1976 .

[19]  D. Jorgenson,et al.  Tax reform and the cost of capital , 1991 .

[20]  Dynamic Factor Demand Models and Productivity Analysis , 1999 .

[21]  Argia M. Sbordone Interpreting the procyclical productivity of manufacturing sectors: external effects or labor hoarding? , 1997 .

[22]  Martin Eichenbaum,et al.  Capital Utilization and Returns to Scale , 1995, NBER Macroeconomics Annual.

[23]  Matthew D. Shapiro,et al.  Macroeconomic Implications of Variation in the Workweek of Capital , 1996 .

[24]  A. Pakes,et al.  The Dynamics of Productivity in the Telecommunications Equipment Industry , 1992 .

[25]  Julio J. Rotemberg,et al.  Dynamic Factor Demands and the Effects of Energy Price Shocks , 1983 .

[26]  J. Galí,et al.  Technology, Employment, and the Business Cycle: Do Technology Shocks Explain Aggregate Fluctuations , 1996 .

[27]  Edward C. Prescott,et al.  Economic Growth and Business Cycles , 2020, Frontiers of Business Cycle Research.

[28]  David M. Lilien,et al.  Sectoral Shifts and Cyclical Unemployment , 1982, Journal of Political Economy.

[29]  Eric J. Bartelsman,et al.  Customer- and supplier-driven externalities , 1994 .

[30]  C. Morrison Markups in U.S. and Japanese Manufacturing: A Short Run Econometric Analysis , 1988 .

[31]  Marianne Baxter,et al.  Productive externalities and business cycles , 1991 .

[32]  Susanto Basu,et al.  Intermediate Goods and Business Cycles: Implications for Productivity and Welfare , 1994 .

[33]  S. Harrison Indeterminacy in a model with sector-specific externalities , 2001 .

[34]  W. H. Andrews Random Simultaneous Equations and the Theory of Production , 1944 .

[35]  Z. Griliches,et al.  The Explanation of Productivity Change , 1967 .

[36]  Robert E. Hall,et al.  Industry Rents: Evidence and Implications , 1989 .

[37]  John G. Fernald,et al.  Are Apparent Productive Spillovers a Figment of Specification Error , 1994 .

[38]  Z. Griliches The Search for R&D Spillovers , 1991 .

[39]  Ricardo J. Caballero,et al.  The Role of External Economies in U.S. Manufacturing , 1989 .

[40]  Yi Wen,et al.  Capacity Utilization under Increasing Returns to Scale , 1998 .

[41]  Martin Eichenbaum,et al.  Factor Hoarding and the Propagation of Business Cycles Shocks , 1994 .

[42]  Miles S. Kimball,et al.  Cyclical Productivity with Unobserved Input Variation , 1997 .

[43]  Martin L. Weitzman,et al.  On the Welfare Significance of National Product in a Dynamic Economy , 1976 .

[44]  Andrew John,et al.  Coordinating Coordination Failures in Keynesian Models , 1988 .

[45]  Stephanie Schmitt-Grohé,et al.  Comparing Four Models of Aggregate Fluctuations due to Self-Fulfilling Expectations , 1995 .

[46]  I. Prucha,et al.  Dynamic Factor Demand Models and Productivity Analysis , 1999 .

[47]  Roger E. A. Farmer,et al.  Real Business Cycles and the Animal Spirits Hypothesis , 1994 .

[48]  J. Beaulieu,et al.  The Workweek of Capital and Capital Utilization in Manufacturing , 1998 .

[49]  R. Lucas Capacity, Overtime, and Empirical Production Functions , 1970 .

[50]  Dale W. Jorgenson,et al.  Tax Policy and Investment Behavior , 1967 .

[51]  Eric J. Bartelsman,et al.  Productivity Dynamics: U.S. Manufacturing Plants, 1972–1986 , 1999 .

[52]  M. Shapiro Capital Utilization and Capital Accumulation: Theory and Evidence , 1986 .

[53]  Russell Cooper,et al.  Dynamic Complementarities: A Quantitative Analysis , 1996 .

[54]  Robert J. Barro,et al.  Time-Separable Preference and Intertemporal-Substitution Models of Business Cycles , 1982 .

[55]  M. Bils,et al.  Cyclical factor utilization , 1994 .

[56]  W. Enders Applied Econometric Time Series , 1994 .

[57]  Julio J. Rotemberg,et al.  Markups and the Business Cycle , 1991, NBER Macroeconomics Annual.

[58]  Martin Neil Baily,et al.  Productivity Dynamics in Manufacturing Plants , 1992 .

[59]  Peter A. Diamond,et al.  Aggregate Demand Management in Search Equilibrium , 1982, Journal of Political Economy.

[60]  C. Hulten Productivity change, capacity utilization, and the sources of efficiency growth , 1986 .

[61]  Kazuo Sato The Meaning and Measurement of the Real Value Added Index , 1976 .

[62]  Zvi Griliches,et al.  The Inconsistency of Common Scale Estimators When Output Prices are Unobserved and Engogenous , 1992 .

[63]  David V. Pritchett Econometric policy evaluation: A critique , 1976 .

[64]  Michal Horváth Cyclicality and Sectoral Linkages: Aggregate Fluctuations from Independent Sectoral Shocks , 1997 .

[65]  Glenn D. Rudebusch,et al.  Judging Instrument Relevance in Instrumental Variables Estimation , 1996 .

[66]  C. Hulten Growth Accounting with Intermediate Inputs , 1978 .

[67]  Z. Griliches,et al.  Changes in the Demand for Skilled Labor within U. S. Manufacturing: Evidence from the Annual Survey of Manufactures , 1994 .

[68]  R. Solow TECHNICAL CHANGE AND THE AGGREGATE PRODUCTION FUNCTION , 1957 .

[69]  J. Haltiwanger Measuring and analyzing aggregate fluctuations: the importance of building from microeconomic evidence , 1997 .

[70]  Ernst R. Berndt,et al.  Productivity measurement with adjustments for variations in capacity utilization and other forms of temporary equilibrium , 1986 .

[71]  Zvi Griliches,et al.  Production Functions: The Search for Identification , 1995 .

[72]  A. Flux Gleanings from the Census of Production Report , 1913 .

[73]  D. Siegel,et al.  Scale Economies and Industry Agglomeration Externalities: A Dynamic Cost Function Approach , 1999 .

[74]  Robert E. Hall,et al.  The Relation between Price and Marginal Cost in U.S. Industry , 1988, Journal of Political Economy.

[75]  M. Weder Animal spirits, technology shocks and the business cycle , 2000 .

[76]  Peter A. Diamond,et al.  Optimal Taxation and Public Production II: Tax Rules , 1971 .

[77]  Roger E. A. Farmer,et al.  Indeterminacy and Increasing Returns , 1994 .

[78]  Catherine J. Morrison Unraveling the Productivity Growth Slowdown in the U.S., Canada and Japan: The Effects of Subequilibrium, Scale Economies and Markup , 1989 .

[79]  Dale W. Jorgenson,et al.  Productivity and U.S. Economic Growth , 1999 .

[80]  Garth Saloner,et al.  A Supergame-Theoretic Model of Price Wars during Booms , 1986 .

[81]  M. Bils The Cyclical Behavior of Marginal Cost and Price , 1987 .

[82]  Jean-Paul Chavas,et al.  Applied Production Analysis: A Dual Approach , 1988 .

[83]  Dale W. Jorgenson,et al.  Productivity and Postwar U.S. Economic Growth , 1988 .

[84]  R. Porter,et al.  NONCOOPERATIVE COLLUSION UNDER IMPERFECT PRICE INFORMATION , 1984 .

[85]  R. Solow,et al.  Growth, productivity, unemployment : essays to celebrate Bob Solow's birthday , 1990 .

[86]  P. Diamond,et al.  The Aggregate Matching Function , 1989 .