Causality: The elephant in the room in information systems epistemology

dc.contributor.authorGregor, Shirleyen
dc.contributor.authorHovorka, Dirk S.en
dc.date.accessioned2025-06-29T17:34:39Z
dc.date.available2025-06-29T17:34:39Z
dc.date.issued2011en
dc.description.abstractCausal reasoning is central to scientific practice and to everyday life, yet has received scant attention in Information Systems epistemology. This essay identifies six types of causal analysis that can be used in IS research: regularity, counterfactual, probabilistic, manipulation, substantival (mental), and enabling condition analysis. A framework is developed for application of the different types of analysis in terms of two dimensions; planned versus emergent systems and prescriptive versus descriptive modes of research. It is shown how the different types of analysis can be used in each cell of the framework. The identification of the substantival and enabling condition types of analysis for Information Systems research is novel. Further work is indicated, particularly with respect to probabilistically necessary and sufficient conditions, qualitative evaluation of causal chains, and the plausibility of claims for causality with some statistical methods in common use.en
dc.description.statusPeer-revieweden
dc.identifier.otherORCID:/0000-0002-0686-8674/work/162291886en
dc.identifier.scopus84870650359en
dc.identifier.urihttp://www.scopus.com/inward/record.url?scp=84870650359&partnerID=8YFLogxKen
dc.identifier.urihttps://hdl.handle.net/1885/733765370
dc.language.isoenen
dc.relation.ispartofseries19th European Conference on Information Systems - ICT and Sustainable Service Development, ECIS 2011en
dc.subjectCausal analysisen
dc.subjectCausal conditionsen
dc.subjectEpistemologyen
dc.subjectInformation systemsen
dc.titleCausality: The elephant in the room in information systems epistemologyen
dc.typeConference paperen
dspace.entity.typePublicationen
local.contributor.affiliationGregor, Shirley; Research School of Accounting, ANU College of Business & Economics, The Australian National Universityen
local.contributor.affiliationHovorka, Dirk S.; Bond Universityen
local.identifier.ariespublicationu9900263xPUB149en
local.identifier.puredc71c983-ddbb-440c-ab9c-967046e0d648en
local.identifier.urlhttps://www.scopus.com/pages/publications/84870650359en
local.type.statusPublisheden

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