Aggregation and Estimation of Quality: Application to the US. Import Prices
Coauthor: Marco Errico
Conditionally Accepted, Quarterly Journal of Economics
First Draft: March 2022 / Current Draft: October 2024
Note: Earlier drafts of this paper have been circulated under the title "The Quality of US Imports and the Consumption Gains from Globalization."
Abstract
We characterize the contribution of changes in quality, price, and variety entry/exit to the aggregate price index for smooth, invertible demand systems, generalizing the standard results derived in the CES case. The results require the knowledge of heterogeneous cross-product elasticities of substitution. To apply them in practice, we also show how to identify rich demand systems using data only on prices and market shares, without the need for external cost-shock instruments or strong assump- tions on the covariance between supply and demand shocks. Using this approach, we compute the US import price index based on the Kimball demand system. We find that quality change on average lowered the inflation in import prices by around 0.7 percentage points annually (1989–2016). To further validate our approach, we show that it estimates price elasticities and quality changes similar to those found by the standard mixed logit (BLP) demand in data on the US auto market.
