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The Bullwhip Effect in Supply Networks

Author

Listed:
  • Nikolay Osadchiy

    (Goizueta Business School, Emory University, Atlanta, Georgia 30322)

  • William Schmidt

    (Samuel Curtis Johnson Graduate School of Management, Cornell University, Ithaca, New York 14853)

  • Jing Wu

    (CUHK Business School, The Chinese University of Hong Kong, Hong Kong)

Abstract

We offer a new network perspective on one of the central topics in operations management—the bullwhip effect (BWE). The topic has both practical and scholarly implications. We start with an observation: the variability of orders placed to suppliers is larger than the variability of sales to customers for most firms, yet the aggregate demand variability felt by suppliers upstream does not amplify commensurably. We hypothesize that changes to the supplier’s customer base can smooth out its aggregate demand. We test the hypothesis with a data set that tracks the evolution of supply relationships over time. We show that the effect of customer base management extends beyond the statistical benefits of aggregation. In particular, both the formation and the dissolution of customer-supplier relationships are associated with the smoothing of the aggregate demand experienced by suppliers. This provides fresh insight into how firms may leverage their customer-supplier relationships to mitigate the impact of the BWE.

Suggested Citation

  • Nikolay Osadchiy & William Schmidt & Jing Wu, 2021. "The Bullwhip Effect in Supply Networks," Management Science, INFORMS, vol. 67(10), pages 6153-6173, October.
    • Handle: RePEc:inm:ormnsc:v:67:y:2021:i:10:p:6153-6173
    DOI: 10.1287/mnsc.2020.3824
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    References listed on IDEAS

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    1. Robert L. Bray & Yuliang Yao & Yongrui Duan & Jiazhen Huo, 2019. "Ration Gaming and the Bullwhip Effect," Operations Research, INFORMS, vol. 67(2), pages 453-467, March.
    2. Pol Antras & Davin Chor & Thibault Fally & Russell Hillberry, 2012. "Measuring the Upstreamness of Production and Trade Flows," American Economic Review, American Economic Association, vol. 102(3), pages 412-416, May.
    3. Li Chen & Hau L. Lee, 2012. "Bullwhip Effect Measurement and Its Implications," Operations Research, INFORMS, vol. 60(4), pages 771-784, August.
    4. Sandro C. Andrade & Vidhi Chhaochharia, 2018. "The Costs of Sovereign Default: Evidence from the Stock Market," The Review of Financial Studies, Society for Financial Studies, vol. 31(5), pages 1707-1751.
    5. Adam N. Elmachtoub & Retsef Levi, 2016. "Supply Chain Management with Online Customer Selection," Operations Research, INFORMS, vol. 64(2), pages 458-473, April.
    6. Rajeev H. Dehejia & Sadek Wahba, 2002. "Propensity Score-Matching Methods For Nonexperimental Causal Studies," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February.
    7. Robert L. Bray & Haim Mendelson, 2012. "Information Transmission and the Bullwhip Effect: An Empirical Investigation," Management Science, INFORMS, vol. 58(5), pages 860-875, May.
    8. 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.
    9. Gérard P. Cachon & Taylor Randall & Glen M. Schmidt, 2007. "In Search of the Bullwhip Effect," Manufacturing & Service Operations Management, INFORMS, vol. 9(4), pages 457-479, April.
    10. 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.
    11. Wang, Xun & Disney, Stephen M., 2016. "The bullwhip effect: Progress, trends and directions," European Journal of Operational Research, Elsevier, vol. 250(3), pages 691-701.
    12. Slotnick, Susan A., 2011. "Order acceptance and scheduling: A taxonomy and review," European Journal of Operational Research, Elsevier, vol. 212(1), pages 1-11, July.
    13. Joon Woo Bae & Redouane Elkamhi & Mikhail Simutin, 2019. "The Best of Both Worlds: Accessing Emerging Economies via Developed Markets," Journal of Finance, American Finance Association, vol. 74(5), pages 2579-2617, October.
    14. Robert L. Bray & Haim Mendelson, 2015. "Production Smoothing and the Bullwhip Effect," Manufacturing & Service Operations Management, INFORMS, vol. 17(2), pages 208-220, May.
    15. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2012. "Causal Inference without Balance Checking: Coarsened Exact Matching," Political Analysis, Cambridge University Press, vol. 20(1), pages 1-24, January.
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    Cited by:

    1. Mu-Shu Yun & Ko-Chia Yu, 2024. "Vertical propagation of default risk along the supply chain," Review of Quantitative Finance and Accounting, Springer, vol. 63(1), pages 63-85, July.
    2. Jie Peng & Boluo Liu & Jing Wu & Xiangang Xin, 2024. "Financial statement comparability and global supply chain relations," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 55(3), pages 342-360, April.
    3. Dass, Mayukh & Reshadi, Mehrnoosh & Li, Yuewu, 2023. "An exploration of ripple effects of advertising among major suppliers in a supply chain network," Journal of Business Research, Elsevier, vol. 169(C).
    4. Haichao Fan & Guangyuan Guo & Dongmin Hu, 2023. "Impact of U.S. Tariffs on Chinese Firms' Outward Connection," Annals of Economics and Finance, Society for AEF, vol. 24(2), pages 363-375, November.
    5. Jalali, Hamed & Menezes, Mozart B.C., 2024. "Product portfolio adjustments and the bullwhip effect: The impact of product introduction and retirement," European Journal of Operational Research, Elsevier, vol. 318(1), pages 87-99.

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