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Abstract

The bullwhip effect is the phenomenon of distorted information that causes the amplification of variability of demand in supply chains. We examine the relationship between the bullwhip effect and cost behavior using a large sample of U.S. public firms from 1980 to 2019. Our empirical results show that the costs of firms with a higher intensity of bullwhip effect are significantly more responsive to changes in sales, suggesting that firms facing higher amplification of demand will adopt a less rigid short-term cost structure with lower fixed and higher variable costs. Furthermore, the bullwhip effect is associated with a higher elasticity of number of employees, operating leases, and rental expenses with respect to sales. The findings of mediation analyses suggest that firms are likely to lease capacity resources to increase the flexibility and manage the operating risk associated with the bullwhip effect. The results are robust to alternative model specifications. This study contributes to both the cost accounting and supply chain management literature, and documents large sample evidence on whether and how the bullwhip effect affects a firm’s choice of cost structure.

Details

1009240
Title
Bullwhip Effect in Supply Chains and Cost Rigidity
Author
Song Hakjoon 1   VIAFID ORCID Logo  ; Zhang Daqun 2   VIAFID ORCID Logo 

 College of Business Administration and Public Policy, California State University Dominguez Hills, Carson, CA 90747, USA 
 College of Business, Texas A&M University Corpus Christi, Corpus Christi, TX 78412, USA; [email protected] 
Volume
18
Issue
5
First page
284
Publication year
2025
Publication date
2025
Publisher
MDPI AG
Place of publication
Basel
Country of publication
Switzerland
Publication subject
ISSN
19118066
e-ISSN
19118074
Source type
Scholarly Journal
Language of publication
English
Document type
Journal Article
Publication history
 
 
Online publication date
2025-05-21
Milestone dates
2025-04-23 (Received); 2025-05-19 (Accepted)
Publication history
 
 
   First posting date
21 May 2025
ProQuest document ID
3212027200
Document URL
https://www.proquest.com/scholarly-journals/bullwhip-effect-supply-chains-cost-rigidity/docview/3212027200/se-2?accountid=208611
Copyright
© 2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Last updated
2025-05-27
Database
2 databases
  • Coronavirus Research Database
  • ProQuest One Academic