Does Price Elasticity Vary with Economic Growth? A Cross-Category Analysis
Изменяется ли ценовая эластичность в зависимости от экономического роста? Анализ по категориям
2012-09-28
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household-level dataprice elasticityprice sensitivityrandom coefficients logit modelshare of wallet
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Abstract (AI)
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.
Key Findings
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.
Research Object
household purchasing across 19 grocery categories over 24 quarters
Research Subject
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
Publication Details
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2012-09-28
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