The University of Southampton
University of Southampton Institutional Repository

On the role of psychological heuristics in operational research; and a demonstration in military stability operations

On the role of psychological heuristics in operational research; and a demonstration in military stability operations
On the role of psychological heuristics in operational research; and a demonstration in military stability operations
Psychological heuristics are formal models for making decisions that (i) rely on core psychological capacities (e.g., recognizing patterns or recalling information from memory), (ii) do not necessarily use all available information, and process the information they use by simple computations (e.g., ordinal comparisons or un-weighted sums), and (iii) are easy to understand, apply and explain. The contribution of this article is fourfold: First, the conceptual foundation of the psychological heuristics research program is provided, along with a discussion of its relationship to soft and hard OR. Second, empirical evidence and theoretical analyses are presented on the conditions under which psychological heuristics perform on par with or even better than more complex standard models in decision problems such as multi-attribute choice, classification, and forecasting, and in domains as varied as health, economics and management. Third, we demonstrate the application of the psychological heuristics approach to the problem of reducing civilian casualties in military stability operations. Finally, we discuss the role that psychological heuristics can play in OR theory and practice.
0377-2217
1063-1073
Keller, Niklas
91a86565-f90e-476e-872d-1bad6c58a80a
Katsikopoulos, Konstantinos
b97c23d9-8b24-4225-8da4-be7ac2a14fba
Keller, Niklas
91a86565-f90e-476e-872d-1bad6c58a80a
Katsikopoulos, Konstantinos
b97c23d9-8b24-4225-8da4-be7ac2a14fba

Keller, Niklas and Katsikopoulos, Konstantinos (2016) On the role of psychological heuristics in operational research; and a demonstration in military stability operations. European Journal of Operational Research, 249 (3), 1063-1073. (doi:10.1016/j.ejor.2015.07.023).

Record type: Article

Abstract

Psychological heuristics are formal models for making decisions that (i) rely on core psychological capacities (e.g., recognizing patterns or recalling information from memory), (ii) do not necessarily use all available information, and process the information they use by simple computations (e.g., ordinal comparisons or un-weighted sums), and (iii) are easy to understand, apply and explain. The contribution of this article is fourfold: First, the conceptual foundation of the psychological heuristics research program is provided, along with a discussion of its relationship to soft and hard OR. Second, empirical evidence and theoretical analyses are presented on the conditions under which psychological heuristics perform on par with or even better than more complex standard models in decision problems such as multi-attribute choice, classification, and forecasting, and in domains as varied as health, economics and management. Third, we demonstrate the application of the psychological heuristics approach to the problem of reducing civilian casualties in military stability operations. Finally, we discuss the role that psychological heuristics can play in OR theory and practice.

Text
NKKK EJOR Revision June 29.docx - Accepted Manuscript
Download (388kB)
Text
NKKK EJOR In Press
Restricted to Repository staff only
Request a copy

More information

Accepted/In Press date: 8 July 2015
e-pub ahead of print date: 15 July 2015
Published date: 16 March 2016
Organisations: Decision Analytics & Risk

Identifiers

Local EPrints ID: 404139
URI: http://eprints.soton.ac.uk/id/eprint/404139
ISSN: 0377-2217
PURE UUID: 317eb1c9-03d2-41d2-bbec-b305461b4353
ORCID for Konstantinos Katsikopoulos: ORCID iD orcid.org/0000-0002-9572-1980

Catalogue record

Date deposited: 21 Dec 2016 15:32
Last modified: 16 Mar 2024 04:27

Export record

Altmetrics

Contributors

Author: Niklas Keller

Download statistics

Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.

View more statistics

Atom RSS 1.0 RSS 2.0

Contact ePrints Soton: eprints@soton.ac.uk

ePrints Soton supports OAI 2.0 with a base URL of http://eprints.soton.ac.uk/cgi/oai2

This repository has been built using EPrints software, developed at the University of Southampton, but available to everyone to use.

We use cookies to ensure that we give you the best experience on our website. If you continue without changing your settings, we will assume that you are happy to receive cookies on the University of Southampton website.

×