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[{"key": "dc.contributor.advisor", "value": "Taipalus, Toni", "language": null, "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Lappalainen, Sari", "language": null, "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2024-03-08T07:00:33Z", "language": null, "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2024-03-08T07:00:33Z", "language": null, "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2024", "language": null, "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/93852", "language": null, "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Sosiaali- ja terveydenhuollon digitalisoituminen on her\u00e4tt\u00e4nyt laajaa kiinnostusta datan hy\u00f6dynt\u00e4misest\u00e4 palveluiden kehitt\u00e4misess\u00e4. Palveluissa kertyy monipuolista dataa ja siit\u00e4 voidaan jalostaa tietoa tietojohtamisen tueksi. Teknologian kehittyminen ja sen mahdollistama tietopohja ovat kiinnittyneet tietojohtamisen paradigmaan. Datan hy\u00f6dynt\u00e4misess\u00e4 on kuitenkin omat haasteensa, \nkuten datan monipuolisuus, hitaus, eheys ja turvallisuus. Terveydenhuollossa datan tarjoamaa lis\u00e4arvoa ei my\u00f6sk\u00e4\u00e4n aina tunnisteta, joten sit\u00e4 ei osata aina k\u00e4ytt\u00e4\u00e4. Ketter\u00e4ll\u00e4 data-analyysill\u00e4 pyrit\u00e4\u00e4n vastaamaan n\u00e4ihin ongelmiin ja tuottamaan nopeasti ajankohtaista tietoa toiminnan kehitt\u00e4miseksi. Ketter\u00e4n data-analyysin asema sosiaali- ja terveydenhuollossa vaikuttaa ep\u00e4selv\u00e4lt\u00e4.\nT\u00e4m\u00e4 tutkielman tarkoituksena on tutkia, miten sosiaali- ja terveydenhuollossa hy\u00f6dynnet\u00e4\u00e4n ketter\u00e4\u00e4 data-analyysi\u00e4 tietojohtamisen tukena. Tutkimus on toteutettu systemaattisena kirjallisuuskartoituksena. Aineiston haku on suoritettu tietokantahakuina kolmesta eri tietokannasta: Scopus, ScienceDirect ja ACM Digital library. Aineistoon valikoitui lopulta 26 tieteellist\u00e4 artikkelia tai konferenssijulkaisua.\nTuloksissa tuli ilmi, ett\u00e4 ketter\u00e4\u00e4 data-analyysia ei ole viel\u00e4 kovin paljon tutkittu sosiaali- ja terveydenhuollon kontekstissa. Vain yksi artikkeli k\u00e4sitteli ketter\u00e4\u00e4 data-analyysi\u00e4 ja tutkittu menetelm\u00e4 oli DataOps. Laajemmin katsottuna data-analyysi on kuitenkin ollut melko suosittu tutkimuskohde. Aiheen kiinnostavuus on kasvanut 2010-luvun loppupuolella ja aihetta on tutkittu globaalisti. Tulosten perusteella aihe on viel\u00e4 v\u00e4h\u00e4nlaisesti tutkittu ja sit\u00e4 olisikin syyt\u00e4 tutkia lis\u00e4\u00e4.", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted by Paivi Vuorio (paelvuor@jyu.fi) on 2024-03-08T07:00:33Z\nNo. of bitstreams: 0", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2024-03-08T07:00:33Z (GMT). No. of bitstreams: 0\n Previous issue date: 2024", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.format.extent", "value": "51", "language": "", "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": "ketter\u00e4 data-analyysi", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.title", "value": "Ketter\u00e4n data-analyysin hy\u00f6dynt\u00e4minen sosiaali- ja terveydenhuollon tietojohtamisen 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-202403082315", "language": null, "element": "identifier", "qualifier": "urn", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Master\u2019s thesis", "language": "en", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Pro gradu -tutkielma", "language": "fi", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Faculty of Information Technology", "language": "en", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Informaatioteknologian tiedekunta", "language": "fi", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.department", "value": "Information Technology", "language": "en", "element": "contributor", "qualifier": "department", "schema": "dc"}, {"key": "dc.contributor.department", "value": "Informaatioteknologia", "language": "fi", "element": "contributor", "qualifier": "department", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "University of Jyv\u00e4skyl\u00e4", "language": "en", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "Jyv\u00e4skyl\u00e4n yliopisto", "language": "fi", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Information Systems Science", "language": "en", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Tietoj\u00e4rjestelm\u00e4tiede", "language": "fi", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "yvv.contractresearch.funding", "value": "0", "language": "", "element": "contractresearch", "qualifier": "funding", 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"schema": "dc"}, {"key": "dc.subject.yso", "value": "tiet\u00e4myksenhallinta", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "terveydenhuolto", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "digitalisaatio", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "tieto", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "data", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "analyysi", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.format.content", "value": "fulltext", "language": null, "element": "format", "qualifier": "content", "schema": "dc"}, {"key": "dc.rights.url", "value": "https://rightsstatements.org/page/InC/1.0/", 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