Does Price Elasticity Vary with Economic Growth? A Cross-Category Analysis

Изменяется ли ценовая эластичность в зависимости от экономического роста? Анализ по категориям
Brett R. Gordon, Avi Goldfarb, Yang Li
2012-09-28

household-level dataprice elasticityprice sensitivityrandom coefficients logit modelshare of wallet
How does price sensitivity change with the macroeconomic environment? The authors explore this question by measuring price elasticity using household-level data across 19 grocery categories over 24 quarters. For each category, they estimate a separate random coefficients logit model with quarter-specific price response parameters and control functions to address endogeneity. This specification yields a novel set of 456 elasticities across categories and time that are generated using the same method and therefore can be directly compared. On average, price sensitivity is countercyclical: It rises when the macroeconomy weakens. However, substantial variation exists, and a handful of categories exhibit procyclical price sensitivity. The authors show that the relationship between price sensitivity and macroeconomic growth correlates strongly with the average level of price sensitivity in a category. They examine several explanations for this result and conclude that a category's share of wallet is the more likely driver versus alternative explanations based on product perishability, substitution across consumption channels, or market power.
1
A category’s share of wallet is identified as the more likely explanation for cyclical price-sensitivity differences than perishability, cross-channel substitution, or market power.
2
Average price sensitivity is countercyclical, increasing as macroeconomic conditions weaken.
3
Price sensitivity varies substantially across categories, with a small number exhibiting procyclical patterns.
4
The relationship between price sensitivity and economic growth is strongly correlated with a category’s average price sensitivity.
5
Using household-level data across 19 grocery categories and 24 quarters, the study estimates 456 directly comparable price elasticities with a consistent random-coefficients logit framework.

household purchasing across 19 grocery categories over 24 quarters

Variation in price elasticity with macroeconomic growth, including countercyclical or procyclical price sensitivity and its relationship to category-level price sensitivity and share of wallet

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2012-09-28
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Authors
Brett R. Gordon
Avi Goldfarb
Yang Li
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