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March 12, 2026Transportation Journal2 citationsOpen Access

Supply Chain Disruptions and Retail & Wholesale Inventory Dynamics: An Empirical Investigation

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MMMicah J. MarzolfJMJason W. MillerSPSimone T. Peinkofer

Key Points

  • Explore the impact of supply chain disruptions on retail and wholesale inventory levels and variances.
  • Integrated shock response framework with organizational theories.
  • Analyzed panel dataset from public retail and wholesale firms.
  • Utilized mixed effect location scale models to assess inventory dynamics.
  • Found significant changes in inventory levels during supply chain disruptions.
  • Confirmed that uncertainty motivations influence inventory management decisions.
  • Demonstrated implications for transportation providers concerning logistics constraints.

Abstract

ABSTRACT Effective inventory management is critical for retail and wholesale (R&W) firms. Yet, little is understood regarding R&W firm‐level inventory dynamics during supply chain disruptions. Such dynamics have implications for transportation providers tasked with hauling these goods. This research integrates the shock response framework with organizational theories regarding firms' motivations to reduce uncertainty to explore how macro‐level supply chain disruptions affect the level and conditional variance of R&W inventories. We assemble a panel dataset combining firm‐level data from public R&W firms with Census Bureau data on logistics constraints and estimate mixed effect location scale models. Results corroborate our theoretical predictions.

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Cite This Study

Marzolf et al. (2026) studied this question.

synapsesocial.com/papers/69b25b6496eeacc4fceca124https://doi.org/10.1002/tjo3.70022
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