Death to the Cobb-Douglas Production Function? A Quantitative Survey of the Capital-Labor Substitution Elasticity

Arbeitspapier

We show that the large elasticity of substitution between capital and labor estimated in the literature on average, 0.9, can be explained by three factors: publication bias, use of aggregated data, and omission of the first-order condition for capital. The mean elasticity conditional on the absence of publication bias, disaggregated data, and inclusion of information from the first-order condition for capital is 0.3. To obtain this result, we collect 3,186 estimates of the elasticity reported in 121 studies, codify 71 variables that reflect the context in which researchers produce their estimates, and address model uncertainty by Bayesian and frequentist model averaging. We employ nonlinear techniques to correct for publication bias, which is responsible for at least half of the overall reduction in the mean elasticity from 0.9 to 0.3. Our findings also suggest that a failure to normalize the production function leads to a substantial upward bias in the estimated elasticity. The weight of evidence accumulated in the empirical literature emphatically rejects the Cobb-Douglas specification.

Object Details

• Language: Englisch

Classification and Topics

• Classification: Wirtschaft ; Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity ; Macroeconomics: Production ; Industrialization; Manufacturing and Service Industries; Choice of Technology
• Subject: Elasticity of substitution ; capital ; labor ; publication bias ; model uncertainty

Contributors, Places and Time

• Event: Geistige Schöpfung
• (who): Gechert, Sebastian ; Havranek, Tomas ; Irsova, Zuzana ; Kolcunova, Dominika
• Event: Veröffentlichung
• (who): ZBW – Leibniz Information Centre for Economics
• (where): Kiel, Hamburg
• (when): 2019

Further information

• Handle: http://hdl.handle.net/10419/203136
• Last update: 10.03.2025, 11:43 AM CET