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[{"key": "dc.contributor.advisor", "value": "Halttunen, Veikko", "language": "", "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Veid, Amanda", "language": "", "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2021-06-21T06:48:43Z", "language": null, "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2021-06-21T06:48:43Z", "language": null, "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2021", "language": "", "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/76725", "language": null, "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Digitalisoituneessa maailmassa valtavat datam\u00e4\u00e4r\u00e4t kasvavat jatkuvasti ja massadatan hy\u00f6dynt\u00e4minen on suuri trendi eri yritysten sek\u00e4 organisaatioiden toiminnassa. Massadatalla on tunnistettu olevan merkitt\u00e4v\u00e4\u00e4 potentiaalia my\u00f6s terveydenhuollon toimialalla, sill\u00e4 tulevaisuuden terveydenhuolto on potilaskeskeinen ja digitaalisia ratkaisuja hy\u00f6dynt\u00e4v\u00e4. T\u00e4m\u00e4n kandidaatintutkielman tarkoituksena oli kartoittaa massadatan hy\u00f6dynt\u00e4miseen liittyvi\u00e4 mahdollisuuksia sek\u00e4 haasteita terveydenhuollossa. Tutkielma toteutettiin kirjallisuuskatsauksena. Tutkimuksessa todettiin, ett\u00e4 massadataa hy\u00f6dynt\u00e4vill\u00e4 ratkaisuilla voidaan parantaa hoidon laatua, optimoida terveydenhuollon resursseja sek\u00e4 saavuttaa kustannuss\u00e4\u00e4st\u00f6j\u00e4. Hoidon laatua parantaviksi ratkaisuiksi tunnistettiin personoidun terveydenhuollon ratkaisut, kuten potilasprofiilit sek\u00e4 hoitovasteen ennustaminen. Lis\u00e4ksi massadataa hy\u00f6dynt\u00e4v\u00e4ll\u00e4 omatoimisella ja ennaltaehk\u00e4isev\u00e4ll\u00e4 terveydenhuollolla todettiin potentiaalia terveyden edist\u00e4misess\u00e4 sek\u00e4 sairauksien ehk\u00e4isemisess\u00e4. Massadataa hy\u00f6dynt\u00e4m\u00e4ll\u00e4 voidaan saavuttaa kansantaloudellisia s\u00e4\u00e4st\u00f6j\u00e4 suorien ja ep\u00e4suorien s\u00e4\u00e4st\u00f6mekanismien kautta. S\u00e4\u00e4st\u00f6mekanismeihin kuuluvat muun muassa hoidon ja tuottavuuden tehostuminen sek\u00e4 kansantautien v\u00e4h\u00e4isempi esiintyvyys. Massadatalla voidaan my\u00f6s optimoida terveydenhuollon ajanhallintaa sek\u00e4 edist\u00e4\u00e4 terveystaloustiedett\u00e4 tieteenalana. Jotta hy\u00f6tyj\u00e4 voidaan saavuttaa pitk\u00e4ll\u00e4 aikav\u00e4lill\u00e4, on keskeist\u00e4 my\u00f6s tiedostaa massadatan hy\u00f6dynt\u00e4miseen liittyvi\u00e4 haasteita. Merkitt\u00e4viksi terveydenhuollon massadatan haasteiksi todettiin tietoturvallisuuden ja yksityisyyden haasteet, datan laatuun liittyv\u00e4t ongelmat sek\u00e4 datan ker\u00e4\u00e4miseen ja omistajuuteen liittyv\u00e4t haasteet. Tietoturvallisuuteen liittyvist\u00e4 haasteista merkitt\u00e4viksi tunnistettiin erityisesti henkil\u00f6tietojen v\u00e4\u00e4rink\u00e4ytt\u00f6, potilasturvallisuuden vaarantuminen, taloudelliset vahingot, kansalaisten luottamuksen heikentyminen sek\u00e4 negatiiviset ulkoisvaikutukset. Yksityisyyden haasteista merkitt\u00e4vimmiksi tunnistettiin datan ep\u00e4eettinen v\u00e4\u00e4rink\u00e4ytt\u00f6 sek\u00e4 siit\u00e4 koituvat mahdolliset seuraamukselliset tai deontologiset haasteet. Lis\u00e4ksi datan laatuun on t\u00e4rke\u00e4\u00e4 kiinnitt\u00e4\u00e4 erityist\u00e4 huomiota, jotta personoidun terveydenhuollon ratkaisut toimivat tarkoituksenmukaisesti.", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted by Paivi Vuorio (paelvuor@jyu.fi) on 2021-06-21T06:48:43Z\nNo. of bitstreams: 0", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2021-06-21T06:48:43Z (GMT). No. of bitstreams: 0\n Previous issue date: 2021", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.format.extent", "value": "46", "language": "", "element": "format", "qualifier": "extent", "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": "personoitu terveydenhuolto", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.title", "value": "Massadata terveydenhuollossa : mahdollisuudet ja haasteet", "language": "", "element": "title", "qualifier": null, "schema": "dc"}, {"key": "dc.type", "value": "bachelor thesis", "language": null, "element": "type", "qualifier": null, "schema": "dc"}, {"key": "dc.identifier.urn", "value": "URN:NBN:fi:jyu-202106213919", "language": "", "element": "identifier", "qualifier": "urn", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Bachelor's thesis", "language": "en", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Kandidaatinty\u00f6", "language": "fi", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Informaatioteknologian tiedekunta", "language": "fi", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Faculty of Information Technology", "language": "en", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.department", "value": "Informaatioteknologia", "language": "fi", "element": "contributor", "qualifier": "department", "schema": "dc"}, {"key": "dc.contributor.department", "value": "Information Technology", "language": "en", "element": "contributor", "qualifier": "department", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "Jyv\u00e4skyl\u00e4n yliopisto", "language": "fi", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "University of Jyv\u00e4skyl\u00e4", "language": "en", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Tietoj\u00e4rjestelm\u00e4tiede", "language": "fi", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Information Systems Science", "language": "en", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "yvv.contractresearch.funding", "value": "0", "language": "", "element": "contractresearch", "qualifier": "funding", "schema": "yvv"}, {"key": "dc.type.coar", "value": "http://purl.org/coar/resource_type/c_7a1f", "language": null, "element": "type", "qualifier": "coar", "schema": "dc"}, {"key": "dc.rights.accesslevel", "value": "openAccess", "language": null, "element": "rights", "qualifier": "accesslevel", "schema": "dc"}, {"key": "dc.type.publication", "value": "bachelorThesis", "language": null, "element": "type", "qualifier": "publication", "schema": "dc"}, {"key": "dc.subject.oppiainekoodi", "value": "601", "language": "", "element": "subject", "qualifier": "oppiainekoodi", "schema": "dc"}, {"key": "dc.subject.yso", "value": "yksityisyys", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "terveystaloustiede", "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": "big data", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "kyberturvallisuus", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.rights.url", "value": "https://rightsstatements.org/page/InC/1.0/", "language": null, "element": "rights", "qualifier": "url", "schema": "dc"}]
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