Consequences of misspecified mental models: Contrasting effects and the role of cognitive fit

Dirk Martignoni, Anoop Menon and Nicolaj Siggelkow

Strategic Management Journal, 2016, vol. 37, issue 13, 2545-2568

Abstract: Research summary: Mental models, reflecting interdependencies among managerial choice variables, are not always correctly specified. Mental models can be underspecified, missing interdependencies, or overspecified, containing nonexistent interdependencies. Using a simulation model, we find that under‐ and overspecification have opposite effects on exploration, and thereby, performance. The effects are also opposite, depending on whether a manager controls all choice variables. The mechanism underlying our results is a feedback loop: misspecified mental models influence managerial learning about the effectiveness of choices; this learning guides how the environment is explored, which in turn, affects which information will be generated for future learning. We explore implications of these results for strategic management and introduce the notion of “cognitive fit” between the mental model of the decision‐maker and the strategic environment. Managerial summary: Managers often rely on mental models to guide their decision‐making. These mental models, however, are often misspecified, that is, more or less complex than the situation managers are facing. Using a simulation model, we study the consequences of such misspecified mental models. We find that the performance implications of misspecified mental models crucially depend on whether the manager controls all choice variables. We identify situations in which simpler mental models are better than overly complex ones, and vice versa. Copyright © 2015 John Wiley & Sons, Ltd.

Date: 2016
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (15)

Downloads: (external link)
https://doi.org/10.1002/smj.2479

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:bla:stratm:v:37:y:2016:i:13:p:2545-2568

Ordering information: This journal article can be ordered from
http://www.blackwell ... bs.asp?ref=0143-2095

Access Statistics for this article

More articles in Strategic Management Journal from Wiley Blackwell
Bibliographic data for series maintained by Wiley Content Delivery ().