NATIONAL BUREAU OF ECONOMIC RESEARCH
NATIONAL BUREAU OF ECONOMIC RESEARCH

Production Functions: The Search for Identification

Zvi Griliches, Jacques Mairesse

NBER Working Paper No. 5067
Issued in March 1995
NBER Program(s):PR

Some aspects of the econometric estimation of production functions are discussed, focussing primarily on the issue of simultaneity and reviewing the stream of criticisms of Douglas' work and the response to it. We look in particular at the work that uses panel data on micro data for plants or firms and at some more recent multi-equation extensions of it. We find that researchers, in trying to evade the simultaneity problem, have shifted to the use of thinner and thinner slices of data, exacerbating thereby other problems and misspecifications. We describe the need for better data, especially on product prices at the individual observation level and on relevant cost and demand shifters, and for better behavioral theories which would encompass the large amount of heterogeneity observed at the micro level.

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Document Object Identifier (DOI): 10.3386/w5067

Published: Strom, Steinar (ed.) Econometrics and economic theory in the twentieth century: The Ragnar Frisch Centennial Symposium. Cambridge; New York and Melbourne: Cambridge University Press, 1998.

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