Generating impactful situated explanations through digital trace data

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dc.contributor.authorGrisold, Thomas
dc.contributor.authorKremser, Waldemar
dc.contributor.authorMendling, Jan
dc.contributor.authorRecker, Jan
dc.contributor.authorVom Brocke, Jan
dc.contributor.authorWurm, Bastian
dc.date.accessioned2025-01-13T12:32:33Z
dc.date.available2025-01-13T12:32:33Z
dc.date.issued2024
dc.description.abstractProgressively, information systems (IS) researchers draw on digital trace data to capture the emergent dynamics of today’s digitalized world. Digital trace data enable researchers to generate highly context-specific insights into the features and dynamics of socio-technical phenomena. We suggest how IS researchers can use digital trace data to develop situated explanations, that is, explanations that capture the idiosyncratic features of real-world problems in order to generate impactful solutions to these problems. We outline five key principles to build situated explanations based on digital trace data. We make several suggestions on how the information system field can adjust its research and publication practices to embrace the development and dissemination of situated explanations.
dc.identifier.citationGrisold, T., Kremser, W., Mendling, J., Recker, J., Vom Brocke, J., & Wurm, B. (2024). Generating impactful situated explanations through digital trace data. Journal of Information Technology, 39(1), 2–18. https://doi.org/10.1177/02683962231208724
dc.identifier.doi10.1177/02683962231208724
dc.identifier.issn0268-3962
dc.identifier.issn1466-4437
dc.identifier.urihttps://www.weizenbaum-library.de/handle/id/794
dc.language.isoeng
dc.rightsopen access
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectTrends in information systems/ITen
dc.subjectpractical impacten
dc.subjectdigital trace dataen
dc.subjectinformation systems theoryen
dc.subjectbig dataen
dc.subjectsituated explanationen
dc.titleGenerating impactful situated explanations through digital trace data
dc.typeArticle
dc.type.statuspublishedVersion
dcmi.typeText
dcterms.bibliographicCitation.urlhttps://doi.org/10.1177/02683962231208724
local.researchgroupSicherheit und Transparenz digitaler Prozesse (HU)
local.researchtopicDigitale Infrastrukturen in der Demokratie
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