Publication detail

Death to the Cobb-Douglas Production Function

Author(s): Mgr. Dominika Ehrenbergerová (Kolcunová) , Sebastian Gechert
doc. PhDr. Tomáš Havránek Ph.D., Sebastian Gechert
doc. PhDr. Zuzana Havránková Ph.D., Sebastian Gechert
Type: IES Working Papers
Year: 2019
Number: 26
Published in: IES Working Papers 26/2019
Publishing place: Prague
Keywords: Elasticity of substitution, capital, labor, publication model uncertainty bias
JEL codes: D24, E23, O14
Suggested Citation: Gechert S., Havranek T., Irsova Z. and Kolcunova D. (2019): " Death to the Cobb-Douglas Production Function" IES Working Papers 26/2019. IES FSV. Charles University.
Abstract: 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 informa- tion 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.
Downloadable: wp_2019_gechert_havranek_irsova_kolcunova




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