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Decentralized Decision-Making in Retail Chains: Evidence from Inventory Management

Author

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  • Aguirregabiria, Victor
  • Guiton, Francis
Abstract
This paper investigates the impact of decentralizing inventory decision-making in multi-establishment firms using data from a large retail chain. Analyzing two years of daily data, we find significant heterogeneity among the inventory decisions made by 634 store managers. By estimating a dynamic structural model, we reveal substantial heterogeneity in managers’ perceived costs. Moreover, we observe a correlation between the variance of these perceptions and managers’ education and experience. Counterfactual experiments show that centralized inventory management reduces costs by eliminating the impact of managers’ skill heterogeneity. However, these benefits are offset by the negative impact of delayed demand information.

Suggested Citation

  • Aguirregabiria, Victor & Guiton, Francis, 2022. "Decentralized Decision-Making in Retail Chains: Evidence from Inventory Management," CEPR Discussion Papers 17149, C.E.P.R. Discussion Papers.
  • Handle: RePEc:cpr:ceprdp:17149
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    1. Rust, John, 1987. "Optimal Replacement of GMC Bus Engines: An Empirical Model of Harold Zurcher," Econometrica, Econometric Society, vol. 55(5), pages 999-1033, September.
    2. Ulrich Doraszelski & Gregory Lewis & Ariel Pakes, 2018. "Just Starting Out: Learning and Equilibrium in a New Market," American Economic Review, American Economic Association, vol. 108(3), pages 565-615, March.
    3. Victor Aguirregabiria & Arvind Magesan, 2020. "Identification and Estimation of Dynamic Games When Players’ Beliefs Are Not in Equilibrium," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(2), pages 582-625.
    4. Oleksiy Kryvtsov & Virgiliu Midrigan, 2013. "Inventories, Markups, and Real Rigidities in Menu Cost Models," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(1), pages 249-276.
    5. Ali Hortacsu & Olivia R. Natan & Hayden Parsley & Timothy Schwieg & Kevin R. Williams, 2021. "Organizational Structure and Pricing: Evidence from a Large U.S. Airline," Cowles Foundation Discussion Papers 2312, Cowles Foundation for Research in Economics, Yale University.
    6. Philippe Aghion & Nicholas Bloom & Brian Lucking & Raffaella Sadun & John Van Reenen, 2021. "Turbulence, Firm Decentralization, and Growth in Bad Times," American Economic Journal: Applied Economics, American Economic Association, vol. 13(1), pages 133-169, January.
    7. Oliver Hart & Bengt Holmstrom, 2010. "A Theory of Firm Scope," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(2), pages 483-513.
    8. Giuseppe Bertola & Luigi Guiso & Luigi Pistaferri, 2005. "Uncertainty and Consumer Durables Adjustment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(4), pages 973-1007.
    9. 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.
    10. Victor Aguirregabiria & Pedro Mira, 2002. "Swapping the Nested Fixed Point Algorithm: A Class of Estimators for Discrete Markov Decision Models," Econometrica, Econometric Society, vol. 70(4), pages 1519-1543, July.
    11. Victor Aguirregabiria, 1999. "The Dynamics of Markups and Inventories in Retailing Firms," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 66(2), pages 275-308.
    12. Sara Ellison & Christopher M. Snyder & Hongkai Zhang, 2016. "Costs of Managerial Attention and Activity as a Source of Sticky Prices: Structural Estimates from an Online Market," CESifo Working Paper Series 6285, CESifo.
    13. Jiaying Gu & Roger Koenker, 2017. "Empirical Bayesball Remixed: Empirical Bayes Methods for Longitudinal Data," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(3), pages 575-599, April.
    14. Ricardo Alonso & Wouter Dessein & Niko Matouschek, 2008. "When Does Coordination Require Centralization?," American Economic Review, American Economic Association, vol. 98(1), pages 145-179, March.
    15. Wouter Dessein & Luis Garicano & Robert Gertner, 2010. "Organizing for Synergies," American Economic Journal: Microeconomics, American Economic Association, vol. 2(4), pages 77-114, November.
    16. Inderst, Roman & Muller, Holger M. & Warneryd, Karl, 2007. "Distributional conflict in organizations," European Economic Review, Elsevier, vol. 51(2), pages 385-402, February.
    17. Eugenio J. Miravete & Katja Seim & Jeff Thurk, 2020. "One Markup to Rule Them All: Taxation by Liquor Pricing Regulation," American Economic Journal: Microeconomics, American Economic Association, vol. 12(1), pages 1-41, February.
    18. Sungjin Cho & John Rust, 2010. "The Flat Rental Puzzle," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(2), pages 560-594.
    19. Ali Hortaçsu & Fernando Luco & Steven L. Puller & Dongni Zhu, 2019. "Does Strategic Ability Affect Efficiency? Evidence from Electricity Markets," American Economic Review, American Economic Association, vol. 109(12), pages 4302-4342, December.
    20. Eberly, Janice C, 1994. "Adjustment of Consumers' Durables Stocks: Evidence from Automobile Purchases," Journal of Political Economy, University of Chicago Press, vol. 102(3), pages 403-436, June.
    21. Erik Hurst & Christopher Foote & John Leahy, 2000. "Testing the (S, s) Model," American Economic Review, American Economic Association, vol. 90(2), pages 116-119, May.
    22. Stefano DellaVigna & Matthew Gentzkow, 2019. "Uniform Pricing in U.S. Retail Chains," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(4), pages 2011-2084.
    23. Hall, George & Rust, John, 2000. "An empirical model of inventory investment by durable commodity intermediaries," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 52(1), pages 171-214, June.
    24. Jerome Adda & Russell Cooper, 2000. "Balladurette and Juppette: A Discrete Analysis of Scrapping Subsidies," Journal of Political Economy, University of Chicago Press, vol. 108(4), pages 778-806, August.
    25. Orazio P. Attanasio, 2000. "Consumer Durables and Inertial Behaviour: Estimation and Aggregation of (S, s) Rules for Automobile Purchases," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 67(4), pages 667-696.
    26. Alan S. Blinder, 1981. "Retail Inventory Behavior and Business Fluctuations," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 12(2), pages 443-520.
    27. Avi Goldfarb & Mo Xiao, 2011. "Who Thinks about the Competition? Managerial Ability and Strategic Entry in US Local Telephone Markets," American Economic Review, American Economic Association, vol. 101(7), pages 3130-3161, December.
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    More about this item

    Keywords

    Inventory management; Dynamic structural models; Decentralization; Information processing in organizations; Retail chains; Managerial skills; Store managers;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • D84 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Expectations; Speculations
    • L22 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Organization and Market Structure
    • L81 - Industrial Organization - - Industry Studies: Services - - - Retail and Wholesale Trade; e-Commerce

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