Strategic Management DSS Preferences Evaluation Method Using ANP – Application of Behavioral Economics

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60460709%3A41110%2F23%3A96826" target="_blank" >RIV/60460709:41110/23:96826 - isvavai.cz</a>

Výsledek na webu

<a href="https://mme2023.vse.cz/mme_2023_proceedings.pdf" target="_blank" >https://mme2023.vse.cz/mme_2023_proceedings.pdf</a>

DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Strategic Management DSS Preferences Evaluation Method Using ANP – Application of Behavioral Economics

Popis výsledku v původním jazyce

The increasing volume of information and rapid digitalization creates a constantly changing environment where the ability to make effective and timely decisions becomes crucial. Enabled by the development of information technologies, decision support systems (DSS) became an essential tool in this environment. Although the DSS is known to improve organizational performance and success, strategic management DSS use is less than optimal, and intuitive expert estimation and knowledge is preferred. To improve the level of DSS use and DSS acceptance, the paper proposes a method for evaluating senior managers' preferences for DSS capabilities in the context of behavioral economics (BE) heuristics and cognitive bias, and in the context of selected strategies. Proposed method is based on the Analytic Network Process (ANP) suitable for complex decision-making problems, with multiple criteria and alternatives considering the influence of objective and subjective factors. This paper uses the ANP model to evaluate DSS benefits and capabilities in terms of both decision elements and cognitive bias. The proposed model is flexible regarding selected elements, allowing application in any organization that needs to evaluate its management decision style and the complexity of managers’ preferences before proposing the DSS framework. Sensitivity analysis results seem to be an essential part of increasing the understanding of the success of DSS acceptance as such analysis allows to find out how the importance of each element of the DSS changes as the preferences of each element of the ANP decision model increase

Název v anglickém jazyce

Strategic Management DSS Preferences Evaluation Method Using ANP – Application of Behavioral Economics

Popis výsledku anglicky

The increasing volume of information and rapid digitalization creates a constantly changing environment where the ability to make effective and timely decisions becomes crucial. Enabled by the development of information technologies, decision support systems (DSS) became an essential tool in this environment. Although the DSS is known to improve organizational performance and success, strategic management DSS use is less than optimal, and intuitive expert estimation and knowledge is preferred. To improve the level of DSS use and DSS acceptance, the paper proposes a method for evaluating senior managers' preferences for DSS capabilities in the context of behavioral economics (BE) heuristics and cognitive bias, and in the context of selected strategies. Proposed method is based on the Analytic Network Process (ANP) suitable for complex decision-making problems, with multiple criteria and alternatives considering the influence of objective and subjective factors. This paper uses the ANP model to evaluate DSS benefits and capabilities in terms of both decision elements and cognitive bias. The proposed model is flexible regarding selected elements, allowing application in any organization that needs to evaluate its management decision style and the complexity of managers’ preferences before proposing the DSS framework. Sensitivity analysis results seem to be an essential part of increasing the understanding of the success of DSS acceptance as such analysis allows to find out how the importance of each element of the DSS changes as the preferences of each element of the ANP decision model increase

Druh

D - Stať ve sborníku

CEP obor

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OECD FORD obor

10102 - Applied mathematics

Projekt

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Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2023

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Proceedings of the 41st International Conference on Mathematical Methods in Economics

ISBN

978-80-11-04132-8

ISSN

2788-3965

e-ISSN

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Počet stran výsledku

6

Strana od-do

13-18

Název nakladatele

Czech Society for Operations Research

Místo vydání

Prague

Místo konání akce

Prague

Datum konání akce

1. 1. 2023

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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