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[{"key": "dc.contributor.advisor", "value": "J\u00e4rvenp\u00e4\u00e4, Marko", "language": "", "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Kangastupa, Silja", "language": null, "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2017-10-27T18:43:39Z", "language": "", "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2017-10-27T18:43:39Z", "language": "", "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2017", "language": null, "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.other", "value": "oai:jykdok.linneanet.fi:1736838", "language": null, "element": "identifier", "qualifier": "other", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/55721", "language": "", "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Business intelligence (BI) eli liiketoimintatiedon hallinta on viime vuosina kasvattanut merkitt\u00e4v\u00e4sti rooliaan p\u00e4\u00e4t\u00f6ksenteon apuv\u00e4lineen\u00e4. Tiedosta ja sen hallinnasta on muodostunut yrityksille kilpailukyvyn perusta. Suuren datam\u00e4\u00e4r\u00e4n jalostaminen ohjausta ja p\u00e4\u00e4t\u00f6ksentekoa tukevaksi laadukkaaksi informaatioksi aiheuttaa monille yrityksille kuitenkin viel\u00e4 haasteita. T\u00e4m\u00e4n pro gradu -tutkielman tavoitteena on selvitt\u00e4\u00e4, miten BI-j\u00e4rjestelm\u00e4 on vaikuttanut laskentainformaatioon ohjauksen ja p\u00e4\u00e4t\u00f6ksenteon tukena. Aiempi business intelligenceen liittyv\u00e4 tutkimus on hyvin teknologiapainotteista j\u00e4tt\u00e4en v\u00e4h\u00e4lle huomiolle BI-j\u00e4rjestelm\u00e4n roolin laadukkaan informaation tuottamisessa ohjauksen ja p\u00e4\u00e4t\u00f6ksenteon tueksi.T\u00e4m\u00e4 tutkimus on laadullinen case- eli tapaustutkimus, jonka aineiston muodostavat kohdeyrityksess\u00e4 toteutetut 12 teemahaastattelua. Aineiston analyysissa on hy\u00f6dynnetty teemoittelua. Tutkimuksen tulokset osoittavat, ett\u00e4 BI-j\u00e4rjestelm\u00e4 on olennaisesti parantanut informaation laatua kohdeyrityksess\u00e4. Erityisesti informaation luotettavuutta on parantanut \u201dyhden totuuden\u201d l\u00f6ytyminen. Tutkimuksessa havaittiin my\u00f6s, ett\u00e4 BI-j\u00e4rjestelm\u00e4n tuottamaa informaatiota hy\u00f6dynnet\u00e4\u00e4n ohjauksen ja p\u00e4\u00e4t\u00f6ksenteon tukena, vaikka lopulta jokainen p\u00e4\u00e4t\u00f6ksentekij\u00e4 perustaa ratkaisunsa saatavilla olevan informaation lis\u00e4ksi my\u00f6s muihin asioihin. Lis\u00e4ksi tulokset osoittavat, ett\u00e4 BI-j\u00e4rjestelm\u00e4 on vaikuttanut olennaisesti my\u00f6s controllerien ty\u00f6nkuvaan ja rooliin kohdeyrityksess\u00e4. T\u00e4m\u00e4 tutkimus t\u00e4ydent\u00e4\u00e4 aiempaa tutkimusta lis\u00e4\u00e4m\u00e4ll\u00e4 ymm\u00e4rryst\u00e4mme BI-j\u00e4rjestelm\u00e4n vaikutuksista informaation laatuun sek\u00e4 organisatorisiin p\u00e4\u00e4t\u00f6ksentekoprosesseihin.", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted using Plone Publishing form by Silja Kangastupa (sihakang) on 2017-10-27 18:43:38.940721. Form: Pro gradu -lomake (https://kirjasto.jyu.fi/julkaisut/julkaisulomakkeet/pro-gradu-lomake). JyX data: [jyx_publishing-allowed (fi) =True]", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted by jyx lomake-julkaisija (jyx-julkaisija.group@korppi.jyu.fi) on 2017-10-27T18:43:39Z\r\nNo. of bitstreams: 2\r\nURN:NBN:fi:jyu-201710274083.pdf: 804575 bytes, checksum: 0d53e6885a620cb3e81dc8cfe6312318 (MD5)\r\nlicense.html: 4851 bytes, checksum: 8929b4af8afe337e63943adad6b0eb73 (MD5)", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2017-10-27T18:43:39Z (GMT). No. of bitstreams: 2\r\nURN:NBN:fi:jyu-201710274083.pdf: 804575 bytes, checksum: 0d53e6885a620cb3e81dc8cfe6312318 (MD5)\r\nlicense.html: 4851 bytes, checksum: 8929b4af8afe337e63943adad6b0eb73 (MD5)\r\n Previous issue date: 2017", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.format.extent", "value": "1 verkkoaineisto (62 sivua)", "language": null, "element": "format", "qualifier": "extent", "schema": "dc"}, {"key": "dc.format.mimetype", "value": "application/pdf", "language": null, "element": "format", "qualifier": "mimetype", "schema": "dc"}, {"key": "dc.language.iso", "value": "fin", "language": null, "element": "language", "qualifier": "iso", "schema": "dc"}, {"key": "dc.rights", "value": "In Copyright", "language": "en", "element": "rights", "qualifier": null, "schema": "dc"}, {"key": "dc.subject.other", "value": "BI-j\u00e4rjestelm\u00e4", "language": null, "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "controllerit", "language": null, "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.title", "value": "BI-j\u00e4rjestelm\u00e4n vaikutukset laskentainformaatioon ohjauksen ja p\u00e4\u00e4t\u00f6ksenteon tukena", "language": null, "element": "title", "qualifier": null, "schema": "dc"}, {"key": "dc.type", "value": "master thesis", "language": null, "element": "type", "qualifier": null, "schema": "dc"}, {"key": "dc.identifier.urn", "value": "URN:NBN:fi:jyu-201710274083", "language": null, "element": "identifier", "qualifier": "urn", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Pro gradu -tutkielma", "language": "fi", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Master\u2019s thesis", "language": "en", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Jyv\u00e4skyl\u00e4 University School of Business and Economics", 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