Work

Estimating Production Functions Using Inputs to Control for Unobservables

Year: 2000
Type: report
Abstract: We introduce a new method for conditioning out serially correlated unobserved shocks to the production technology by building ideas first developed in Olley and Pakes (1996).Olley and Pakes show how to use investment to control for correlation between input levels and the unobserved firmspecific productivity process.We prove that like investment, intermediate inputs (those inputs which are typically subtracted out in a value-added production function) can also solve this simultaneity problem.We highlight three potential advantages to using an intermediate inputs approach relative to investment.Our results indicate that these advantages are empirically important.
Language: English
Open Access status: green
OpenAlex ID: W2061821648
Cites: 20
Cited by: 1,095
Related to: 10