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Computer Simulation as Evaluation Tool of Information Systems: Identifying Quality Factors of Simulation Modeling

  • With an increasing complexity and scale, sufficient evaluation of Information Systems (IS) becomes a challenging and difficult task. Simulation modeling has proven as suitable and efficient methodology for evaluating IS and IS artifacts, presupposed it meets certain quality demands. However, existing research on simulation modeling quality solely focuses on quality in terms of accuracy and credibility, disregarding the role of additional quality aspects. Therefore, this paper proposes two design artifacts in order to ensure a holistic quality view on simulation quality. First, associated literature is reviewed in order to extract relevant quality factors in the context of simulation modeling, which can be used to evaluate the overall quality of a simulated solution before, during or after a given project. Secondly, the deduced quality factors are integrated in a quality assessment framework to provide structural guidance on the quality assessment procedure for simulation. In line with a Design Science Research (DSR) approach, we demonstrate the eligibility of both design artifacts by means of prototyping as well as an example case. Moreover, the assessment framework is evaluated and iteratively adjusted with the help of expert feedback.

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Author:Marvin Auf der LandwehrORCiDGND, Maik Trott, Christoph von ViebahnGND
URN:urn:nbn:de:bsz:960-opus4-21513
DOI:https://doi.org/10.25968/opus-2151
DOI original:https://doi.org/10.1109/CBI49978.2020.00030
ISBN:978-1-7281-9926-9
ISSN:2378-1971
Parent Title (English):2020 IEEE 22nd Conference on Business Informatics (CBI)
Publisher:IEEE
Document Type:Conference Proceeding
Language:English
Year of Completion:2020
Publishing Institution:Hochschule Hannover
Release Date:2022/01/18
Tag:Design Science; Framework; Quality assessment; Simulation Modeling
GND Keyword:Simulation; Designwissenschaft <Informatik>; Framework <Informatik>; Qualität; Evaluation
First Page:211
Last Page:220
Link to catalogue:179549073X
Institutes:Fakultät IV - Wirtschaft und Informatik
DDC classes:004 Informatik
Licence (German):License LogoUrheberrechtlich geschützt