Näytä suppeat kuvailutiedot

dc.contributor.authorLumor, Truth
dc.contributor.authorPulkkinen, Mirja
dc.contributor.authorHirvonen, Ari
dc.contributor.authorNeittaanmäki, Pekka
dc.date.accessioned2023-01-19T09:30:11Z
dc.date.available2023-01-19T09:30:11Z
dc.date.issued2021
dc.identifier.citationLumor, T., Pulkkinen, M., Hirvonen, A., & Neittaanmäki, P. (2021). Creating the Socio-technical Context Needed to Derive Benefits from Big Data Initiatives in Healthcare. <i>Scandinavian Journal of Information Systems</i>, <i>33</i>(2), Article 1. <a href="https://aisel.aisnet.org/sjis/vol33/iss2/1/" target="_blank">https://aisel.aisnet.org/sjis/vol33/iss2/1/</a>
dc.identifier.otherCONVID_104001475
dc.identifier.urihttps://jyx.jyu.fi/handle/123456789/85088
dc.description.abstractThe application of big data in healthcare typifies a complex socio-technical sys- tem. However, although research and practice have advanced the technical aspects of big data, comparable advancements in the social aspects (i.e., human and structural aspects) are lagging. Literature, especially on socio-technical theory, suggests that organizations may only derive benefits from big data initiatives when technical initiatives are adequate- ly complemented by social interventions. Thus, seeing that big data is receiving consider- able attention in healthcare, researchers have called for further research into the social aspects of the application of big data in healthcare. Adopting a socio-technical perspec- tive, and drawing on a systematic review of 67 articles, this study responds to the calls by collating recommendations that are necessary to establish the socio-technical context required to derive benefits from big data initiatives in healthcare. It further synthesizes the recommendations into a set of heuristics and a model to guide managerial efforts and research. The practical implications, areas for further research, and the limitation of this study are discussed. This study contributes to the discourse on establishing the so- cio-technical context needed to derive benefits from big data initiatives in healthcare.en
dc.format.mimetypeapplication/pdf
dc.language.isoeng
dc.publisherIRIS Association
dc.relation.ispartofseriesScandinavian Journal of Information Systems
dc.relation.urihttps://aisel.aisnet.org/sjis/vol33/iss2/1/
dc.rightsIn Copyright
dc.subject.othersosiotekniset järjestelmät
dc.subject.otherbig data
dc.subject.othersemantic data lake
dc.subject.otherhealthcare
dc.subject.othersocio-technical systems theory
dc.subject.otherIT benefits
dc.subject.otherheuristics
dc.subject.otherdata governance
dc.subject.othersystematic literature review
dc.titleCreating the Socio-technical Context Needed to Derive Benefits from Big Data Initiatives in Healthcare
dc.typearticle
dc.identifier.urnURN:NBN:fi:jyu-202301191389
dc.contributor.laitosYliopistopalvelutfi
dc.contributor.laitosInformaatioteknologian tiedekuntafi
dc.contributor.laitosUniversity Servicesen
dc.contributor.laitosFaculty of Information Technologyen
dc.contributor.oppiaineLaskennallinen tiedefi
dc.contributor.oppiaineComputing, Information Technology and Mathematicsfi
dc.contributor.oppiaineTutkintokoulutusfi
dc.contributor.oppiaineTietojärjestelmätiedefi
dc.contributor.oppiaineComputational Scienceen
dc.contributor.oppiaineComputing, Information Technology and Mathematicsen
dc.contributor.oppiaineDegree Educationen
dc.contributor.oppiaineInformation Systems Scienceen
dc.type.urihttp://purl.org/eprint/type/JournalArticle
dc.type.coarhttp://purl.org/coar/resource_type/c_dcae04bc
dc.description.reviewstatuspeerReviewed
dc.relation.issn0905-0167
dc.relation.numberinseries2
dc.relation.volume33
dc.type.versionpublishedVersion
dc.rights.copyright© IRIS Association 2021
dc.rights.accesslevelopenAccessfi
dc.subject.ysosystemaattiset kirjallisuuskatsaukset
dc.subject.ysoterveydenhuolto
dc.subject.ysobig data
dc.subject.ysosysteemiteoria
dc.subject.ysoheuristiikka
dc.subject.ysodata
dc.subject.ysotiedonhallinta
dc.subject.ysotietojärjestelmät
dc.format.contentfulltext
jyx.subject.urihttp://www.yso.fi/onto/yso/p29683
jyx.subject.urihttp://www.yso.fi/onto/yso/p2658
jyx.subject.urihttp://www.yso.fi/onto/yso/p27202
jyx.subject.urihttp://www.yso.fi/onto/yso/p13479
jyx.subject.urihttp://www.yso.fi/onto/yso/p11286
jyx.subject.urihttp://www.yso.fi/onto/yso/p27250
jyx.subject.urihttp://www.yso.fi/onto/yso/p5521
jyx.subject.urihttp://www.yso.fi/onto/yso/p3927
dc.rights.urlhttp://rightsstatements.org/page/InC/1.0/?language=en
dc.type.okmA2


Aineistoon kuuluvat tiedostot

Thumbnail

Aineisto kuuluu seuraaviin kokoelmiin

Näytä suppeat kuvailutiedot

In Copyright
Ellei muuten mainita, aineiston lisenssi on In Copyright