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Massachusetts Institute of Technology

How to Identify leading indicators for scenario monitoring

Abstract

dc:description.abstract

Being able to quickly adapt to changes in the business environment has been widely acknowledged as essential for sustainable success by business leaders. Scenario planning is recognized as an effective tool used to explore ambiguous business environment dynamics over a long time horizon and identifying ways to translate uncertainty into potential future strategies. After the potential scenarios are developed and formulated into business strategies, the practical decision-making process then requires continuous review. Existing literature suggests that companies must actively monitor the business environment using appropriate indicators and understand their implications. This research specifically aims to develop a systematic, quantitative approach to identifying potential leading indicators for scenario monitoring. This approach is a framework that calculates correlation between various datasets from public databases, identifying, screening then consolidating the key driving forces of particular business scenarios. This process, in concert with a thorough qualitative assessment by business leader practitioners, enables an effective practice of scenario planning that allows the business to adapt its strategic long term plans in a constantly shifting global environment.

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
  • Xu, Xia, M. Eng. Massachusetts Institute of Technology
Advisor dc:contributor.advisor
  • Shardul Phadnis.

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/1721.1/92122
OAI identifier oai:identifier
oai:dspace.mit.edu:1721.1/92122

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

Xu, Xia, M. Eng. Massachusetts Institute of Technology. How to Identify leading indicators for scenario monitoring. Massachusetts Institute of Technology, 2014. http://hdl.handle.net/1721.1/92122