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Massachusetts Institute of Technology

Segmentation strategies in urban retail : an application to nanostores in Bogota

Abstract

dc:description.abstract

This research analyzes how to apply segmentation strategies in the nanostore retail market, focusing on a pilot company located in Bogota, Colombia. This study introduces two segmentation strategies: 1) a sketch segmentation strategy based on a basic ordering pattern analysis combined with an extended value matrix, sourced from a customer value matrix created by Marcus (1998); and 2) a precision segmentation strategy based on a diffusion mapping analysis in conjunction with a factor value matrix, derived from the principal component analysis. The work further illustrates how to apply the precision segmentation strategy in assortment planning, with the goal of identifying more valuable products for the pilot company. Considering that product market diffusion is the key to increase purchase intention in the nanostore market, using this strategy can allow the pilot company to utilize resources more efficiently to further improve the diffusion of those valuable products.

Degree

thesis:*
Department dc:contributor.department
Massachusetts Institute of Technology. Engineering Systems Division.
Grantor dc:publisher
Massachusetts Institute of Technology
Year dc:date.issued
2014

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Pan, Xiaodan M. Eng. Massachusetts Institute of Technology
Advisor dc:contributor.advisor
  • Anthony Craig.

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/1721.1/92646
OAI identifier oai:identifier
oai:dspace.mit.edu:1721.1/92646

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

Pan, Xiaodan M. Eng. Massachusetts Institute of Technology. Segmentation strategies in urban retail : an application to nanostores in Bogota. Massachusetts Institute of Technology, 2014. http://hdl.handle.net/1721.1/92646