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2023-10-06Zeitschriftenartikel DOI: 10.18452/28810
Generating impactful situated explanations through digital trace data
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.accessioned2024-05-31T09:45:11Z
dc.date.available2024-05-31T09:45:11Z
dc.date.issued2023-10-06none
dc.date.updated2024-04-16T08:33:00Z
dc.identifier.issn0268-3962
dc.identifier.urihttp://edoc.hu-berlin.de/18452/29409
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.eng
dc.description.sponsorshipEinstein Foundation Berlin
dc.description.sponsorshipGerman Federal Ministry of Education and Research
dc.description.sponsorshipEuropean Union through the Erasmus+ program
dc.description.sponsorshipHilti Family Foundation Liechtenstein
dc.language.isoengnone
dc.publisherHumboldt-Universität zu Berlin
dc.rights(CC BY 4.0) Attribution 4.0 Internationalger
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectTrends in information systems/ITeng
dc.subjectpractical impacteng
dc.subjectdigital trace dataeng
dc.subjectinformation systems theoryeng
dc.subjectbig dataeng
dc.subjectsituated explanationeng
dc.subject.ddc004 Informatiknone
dc.titleGenerating impactful situated explanations through digital trace datanone
dc.typearticle
dc.identifier.urnurn:nbn:de:kobv:11-110-18452/29409-2
dc.identifier.doihttp://dx.doi.org/10.18452/28810
dc.type.versionpublishedVersionnone
local.edoc.pages17none
local.edoc.type-nameZeitschriftenartikel
local.edoc.container-typeperiodical
local.edoc.container-type-nameZeitschrift
dc.description.versionPeer Reviewednone
dc.identifier.eissn1466-4437
dcterms.bibliographicCitation.doi10.1177/02683962231208724
dcterms.bibliographicCitation.journaltitleJournal of information technologynone
dcterms.bibliographicCitation.volume39none
dcterms.bibliographicCitation.issue1none
dcterms.bibliographicCitation.originalpublishernameSage Publishingnone
dcterms.bibliographicCitation.originalpublisherplaceLondonnone
dcterms.bibliographicCitation.pagestart2none
dcterms.bibliographicCitation.pageend18none
bua.departmentMathematisch-Naturwissenschaftliche Fakultätnone

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