180
Views
6
CrossRef citations to date
0
Altmetric
Articles

A quantitative approach for modelling the influence of currency of information on decision-making under uncertainty

&
Pages 16-41 | Received 09 Sep 2014, Accepted 12 Jun 2015, Published online: 23 Sep 2015
 

Abstract

Stored information, used to support decision-making, can be outdated. Existing metrics for currency provide an indication about the correspondence between this stored information and its real-world counterpart. In the case of low currency, this information cannot be effectively used to support decision-making, although the decision-maker can probably learn from it. Our first objective is to develop an extended metric referring to currency, which provides an indication about the real-world information at the time of measurement, based on the stored information. Thus, the decision can be adjusted and the value of the stored information increased. Therefore, as a second objective, we propose a quantitative approach for modelling the influence of currency on decision-making by extending the normative concept of the value of information. Finally, we demonstrate the relevance of our approach by applying it to two real-world scenarios from the field of sales management in customer relationship management.

Disclosure statement

No potential conflict of interest was reported by the authors.

Notes

1. The authors deal with timeliness.

2. Here currency is represented by the age of the stored record, determined by the last update.

3. These values differ from the normative concept of the value of information addressed later.

4. The parameter denotes the time of storage if no update took place and the time of update otherwise. For simplicity, from now on we will only use storage when referring to it, but will mean both.

5. Note that a metric for accuracy, based on Markov chains, is presented in Wechsler and Even (Citation2012).

6. cf. Hilton (Citation1981) and Lawrence (Citation1999), where up to date information is implicitly assumed.

Log in via your institution

Log in to Taylor & Francis Online

PDF download + Online access

  • 48 hours access to article PDF & online version
  • Article PDF can be downloaded
  • Article PDF can be printed
USD 61.00 Add to cart

* Local tax will be added as applicable

Related Research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.