Back to search

Massachusetts Institute of Technology

The impact of SKU and network complexity on inventory levels

Abstract

dc:description.abstract

Many firms introduce new distinct products more quickly than they remove old products, and some firms have also established larger distribution networks to increase service levels or support new markets. This research applies ordinary least-squares regression and a simulation approach to identify the relationship between increased complexity and inventory levels relative to demand for a major fast-moving consumer goods company. For this research complexity is defined as the number of SKUs in a brand and the number of stocking locations for an SKU. We find that while increased complexity does translate into increased demand variability, it does not correspond to higher inventory levels. While this research does not isolate the exact reason for this disconnect, it could relate to the degree to which inventory targets recommended by an optimization software are adhered to by planning staff. For similar companies which are navigating inventory cost and complexity pressures, the research implies that there may not be a direct relationship if the company does not strictly execute an inventory policy which bases safety stock levels on forecast error.

Degree

thesis:*
Department dc:contributor.department
Massachusetts Institute of Technology. Engineering Systems Division.
Grantor dc:publisher
Massachusetts Institute of Technology
Year dc:date.issued
2015

Author and committee

dc:creator, dc:contributor.*
Authors dc:creator
  • McCord, Joseph (Joseph Cole)
  • Novoa Garnica, David
Advisor dc:contributor.advisor
  • Bruce C. Arntzen.

Subjects

dc:subject × 1

Rights

dc:rights
Statement dc:rights
  • M.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission.
Language dc:language.iso
eng

Identifiers

dc:identifier.*
Handle dc:identifier.uri
http://hdl.handle.net/1721.1/99818
OAI identifier oai:identifier
oai:dspace.mit.edu:1721.1/99818

Chain of custody

source
Harvested from
MIT
Base URL
dspace.mit.edu/oai/request
Last updated
2026-07-22
Source record
OAI-PMH GetRecord
citation

McCord, Joseph (Joseph Cole); Novoa Garnica, David. The impact of SKU and network complexity on inventory levels. Massachusetts Institute of Technology, 2015. http://hdl.handle.net/1721.1/99818