2018
DOI: 10.1007/s12599-018-0529-1
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Simulation-Based Research in Information Systems

Abstract: Simulations provide a useful methodological approach for studying the behavior of complex socio-technical information systems (IS), in which humans and IT artefacts interact to process information. However, the use of simulations is relatively new in IS research and the current presence and impact of simulation-based studies is still limited. Furthermore, simulation-based research is quite different from other approaches, making it difficult to position and evaluate adequately. Therefore, this paper first anal… Show more

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Cited by 34 publications
(16 citation statements)
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References 90 publications
(139 reference statements)
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“…Hence, most of the practices in Table 1 support creating a common understanding by bringing together cross-functional teams including IT, product management, customer service etc. The call for creating transparency isn't new: a lot of research on IT platform complexity has so far focused on transparency by trying to come up with extensive metrics for architecture complexity and its drivers [1,20,8,21]. Our research supports that creating transparency of complexity is a key lever to managing it.…”
Section: Guidelines For Practitionersmentioning
confidence: 57%
See 1 more Smart Citation
“…Hence, most of the practices in Table 1 support creating a common understanding by bringing together cross-functional teams including IT, product management, customer service etc. The call for creating transparency isn't new: a lot of research on IT platform complexity has so far focused on transparency by trying to come up with extensive metrics for architecture complexity and its drivers [1,20,8,21]. Our research supports that creating transparency of complexity is a key lever to managing it.…”
Section: Guidelines For Practitionersmentioning
confidence: 57%
“…Referring to "IT or enterprise architecture complexity," researchers have proposed several metrics for platform complexity including the size, diversity, integration and rate of change of IT artifacts on various architectural levels like IT infrastructure, applications, and information [1,20,8,21].…”
Section: Introductionmentioning
confidence: 99%
“…Regarding the contribution to theory, as mentioned in the Introduction, the study seeks to predict and, ideally, explain why certain types of coordination emerge. This corresponds to predominant contributions of agent-based simulations as reported by Beese, Haki, Aier, and Winter (2019). 3.…”
Section: Classificatory Remarks On the Methodologymentioning
confidence: 62%
“…Furthermore, we want to highlight the potential of modeling and simulation to study complex systems [44], such as EIP. The wide range of potentially relevant aspects such as barriers and their interdependencies need to be considered in respective conceptual models.…”
Section: General Observations and Future Researchmentioning
confidence: 99%
“…To consolidate the findings and limitations of the individual simulation (models) a comprehensive model would be helpful. Such a model and simulation studies would also help to investigate the socio-technical aspects [44] that are introduced with the growing ICT support for industrial symbiosis adding a further layer of complexity.…”
Section: General Observations and Future Researchmentioning
confidence: 99%