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Bullwhip Effect in Supply Chains and Cost Rigidity

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  • Hakjoon Song

    (College of Business Administration and Public Policy, California State University Dominguez Hills, Carson, CA 90747, USA)

  • Daqun Zhang

    (College of Business, Texas A&M University Corpus Christi, Corpus Christi, TX 78412, USA)

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.

Suggested Citation

  • Hakjoon Song & Daqun Zhang, 2025. "Bullwhip Effect in Supply Chains and Cost Rigidity," JRFM, MDPI, vol. 18(5), pages 1-20, May.
  • Handle: RePEc:gam:jjrfmx:v:18:y:2025:i:5:p:284-:d:1660449
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    References listed on IDEAS

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    1. Mark C. Anderson & Rajiv D. Banker & Surya N. Janakiraman, 2003. "Are Selling, General, and Administrative Costs “Sticky”?," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 41(1), pages 47-63, March.
    2. David Aboody & Shai Levi & Dan Weiss, 2018. "Managerial incentives, options, and cost-structure choices," Review of Accounting Studies, Springer, vol. 23(2), pages 422-451, June.
    3. John D. Sterman, 1989. "Modeling Managerial Behavior: Misperceptions of Feedback in a Dynamic Decision Making Experiment," Management Science, INFORMS, vol. 35(3), pages 321-339, March.
    4. Hau L. Lee & V. Padmanabhan & Seungjin Whang, 1997. "Information Distortion in a Supply Chain: The Bullwhip Effect," Management Science, INFORMS, vol. 43(4), pages 546-558, April.
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    Cited by:

    1. Andrzej Torój & Joscha Beckmann & Michał Rubaszek, 2026. "The role of global value chains for the propagation of global and domestic PMI shocks," Empirical Economics, Springer, vol. 70(3), pages 1-23, March.

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