House Prices, Local Demand, and Retail Prices

Working Paper: CEPR ID: DP10612

Authors: Johannes Stroebel; Joseph Vavra

Abstract: We use detailed micro data to document a causal response of local retail price to changes in house prices, with elasticities of 15%-20% across housing booms and busts. Notably, these price responses are largest in zip codes with many homeowners, and non-existent in zip codes with mostly renters. We provide evidence that these retail price responses are driven by changes in markups rather than by changes in local costs. We then argue that markups rise with house prices, particularly in high homeownership locations, because greater housing wealth reduces homeowners? demand elasticity, and firms raise markups in response. Consistent with this explanation, shopping data confirms that house price changes have opposite effects on the price sensitivity of homeowners and renters. Our evidence has implications for monetary, labor, and urban economics, and suggests a new source of markup variation in business cycle models.

Keywords: business cycle; demand elasticity; household shopping; housing wealth; markup; retail prices

JEL Codes: E12; E21; E31; E32; E52; R22


Causal Claims Network Graph

Edges that are evidenced by causal inference methods are in orange, and the rest are in light blue.


Causal Claims

CauseEffect
house prices (R31)retail prices (D49)
high homeownership rates (R21)retail prices (D49)
predominantly renters (R21)retail prices (D49)
house prices (R31)markups (D43)
renters (R21)price sensitivity (D41)

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