Markup and Cost Dispersion Across Firms: Direct Evidence from Producer Surveys in Pakistan

Working Paper: CEPR ID: DP10366

Authors: David Atkin; Azam Chaudhry; Shamyla Chaudry; Amit Khandelwal; Eric Verhoogen

Abstract: Researchers typically invoke theoretical assumptions to estimate mark-ups. Instead, we directly obtain mark-ups by surveying Pakistani soccer-ball producers. We document six facts: (1) Mark-ups are more dispersed than costs; (2) Mark-ups and costs increase with firm size; (3) The mark-up elasticity with respect to size exceeds the cost elasticity; (4) Costs increase with size because larger firms use higher-quality inputs; (5) Larger firms charge higher mark-ups because they have higher production shares of high-quality balls that carry higher mark-ups, and because they charge higher mark-ups conditional on ball type; (6) Correlations suggest marketing efforts are important for generating higher mark-ups.

Keywords: costs; markups; soccer balls

JEL Codes: F12; L11; O14


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
firm size (L25)markup (Y60)
firm size (L25)costs (J30)
markup (Y60)costs (J30)
high-quality balls (L15)markup (Y60)
marketing efforts (M31)markup (Y60)

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