Inventory Record Inaccuracy - Publications - Faculty & Research

2025
Working Paper

The Impact of Input Inaccuracy on Leveraging AI Tools: Evidence from Algorithmic Labor Scheduling

By: Caleb Kwon, Antonio Moreno and Ananth Raman

Problem Definition: Considerable academic and practitioner attention is placed on the value of ex-post interactions (i.e., overrides) in the human-AI interface. In contrast, relatively little attention has been paid to ex-ante human-AI interactions (e.g., the... View Details

Keywords: AI and Machine Learning; Employees; Performance Effectiveness

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May 2020
Article

Inventory Auditing and Replenishment Using Point-of-Sales Data

By: Achal Bassamboo, Antonio Moreno and Ioannis Stamatopoulos

Spoilage, expiration, damage due to employee/customer handling, employee theft, and customer shoplifting usually are not reflected in inventory records. As a result, records often report phantom inventory, i.e., units of good not available for sale. We derive an... View Details

Keywords: Shelf Availability; Inventory Record Inaccuracy; Optimal Replenishment; Retail Analytics; Performance Effectiveness; Analysis; Mathematical Methods

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April 2008
Journal Article

Inventory Record Inaccuracy: An Empirical Analysis

By: Nicole DeHoratius and Ananth Raman

This study explores the systematic variation in inventory record inaccuracy (IRI) observed both within and across stores. Traditional inventory models, with a few exceptions, do not account for the existence of IRI and those that do treat record inaccuracy as random.... View Details

Keywords: Information Management; Measurement and Metrics; Logistics; Retail Industry

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April 2005
Case

Handleman Company

By: Janice H. Hammond and Kevin Dolan

Describes the organization and operations of the Handleman Co., an intermediary in the music industry that buys recorded music and resells it to mass retailers such as Wal-Mart. The company provides distribution, inventory management, retail merchandising, and category... View Details

Keywords: Business Organization; Music Entertainment; Cost Management; Growth and Development; Business or Company Management; Distribution Channels; Problems and Challenges; Risk and Uncertainty; Online Technology; Value Creation; Music Industry

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April 2003 (Revised March 2009)
Case

Operational Execution at Arrow Electronics

By: Ananth Raman and Zeynep Ton

Distribution center operations (from order taking to order fulfillment) and the importance of attending to process details at Arrow Electronics, a large distributor of electronic components and computer products are described. The case also details the actions the... View Details

Keywords: Information; Distribution; Logistics; Strategy; Electronics Industry

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