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[{"key": "dc.contributor.advisor", "value": "Laatikainen, Gabriella", "language": "", "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Pesonen, Petteri", "language": "", "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2023-11-17T10:48:04Z", "language": null, "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2023-11-17T10:48:04Z", "language": null, "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2023", "language": "", "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/91952", "language": null, "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Teko\u00e4lyn k\u00e4ytt\u00f6 eri toimialoilla yleistyy jatkuvasti. Organisaatiot odottavat teko\u00e4lyn tuovan hy\u00f6tyj\u00e4 heid\u00e4n prosesseihin ja t\u00e4t\u00e4 kautta heid\u00e4n liiketoimintansa tehostuu. Teko\u00e4ly\u00e4 k\u00e4ytt\u00f6\u00f6nottava organisaatio ei v\u00e4ltt\u00e4m\u00e4tt\u00e4 tied\u00e4 mit\u00e4 kaikkea teko\u00e4lyn k\u00e4ytt\u00f6\u00f6nottoon liittyy. T\u00e4m\u00e4 tutkimus pyrkii\nselvitt\u00e4m\u00e4\u00e4n teko\u00e4lyn k\u00e4ytt\u00f6\u00f6nottoon liittyvi\u00e4 hy\u00f6tyj\u00e4 ja terveydenhoitoalan ty\u00f6vuorosuunnittelussa. Tutkimuksella\nvastaamaan tutkimuskysymykseen \u201dMitk\u00e4 tekij\u00e4t vaikuttavat onnistuneeseen k\u00e4ytt\u00f6\u00f6nottoon terveydenhoitoalan ty\u00f6vuorosuunnittelussa?\u201d Tutkimuksessa hy\u00f6dynnet\u00e4\u00e4n alan aikaisempia teorioita koskien teknologioiden k\u00e4ytt\u00f6\u00f6nottoa ja omaksumista. T\u00e4m\u00e4 tutkimus on tapaustutkimus laadullisin menetelmin. Aineisto on ker\u00e4tty kohdeorganisaatioista puolistrukturoidulla haastattelulla, jotta haastateltavilta henkil\u00f6ilt\u00e4 on saatu laajat n\u00e4kemykset tutkimuksen aiheeseen. Aineistoa on ker\u00e4tty kahdessa eri vaiheessa; ensimm\u00e4iset haastattelut on toteutettu ennen k\u00e4ytt\u00f6\u00f6nottoa ja toisen vaiheen haastattelut on toteutettu pilottivaiheen j\u00e4lkeen. Kahdessa eri vaiheessa toteutettujen haastattelujen avulla pystyt\u00e4\u00e4n selvitt\u00e4m\u00e4\u00e4n paremmin mitk\u00e4 tekij\u00e4t vaikuttavat k\u00e4ytt\u00f6\u00f6nottoon. Tutkimuksen tulokset n\u00e4ytt\u00e4v\u00e4t, ett\u00e4 k\u00e4yt\u00f6n aikomuksella on suuri vaikutus teko\u00e4lyn ja koneoppimisen k\u00e4ytt\u00f6\u00f6nottoon terveydenhoitoalan ty\u00f6vuorosuunnittelussa. Teko\u00e4lyn ja koneoppimisen tehostamat prosessit vaikuttavat my\u00f6s vahvasti teko\u00e4lyn ja koneoppimisen k\u00e4ytt\u00f6\u00f6nottoon. T\u00e4m\u00e4 tapaustutkimus esitt\u00e4\u00e4 selke\u00e4sti teko\u00e4lyn ja koneoppimisen k\u00e4ytt\u00f6\u00f6noton odotukset, hy\u00f6dyt, haitat ja kehityskohteet terveydenhoitoalan ty\u00f6vuorosuunnittelussa.", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.abstract", "value": "The use of artificial intelligence in various industries is becoming more common. Organizations expect artificial intelligence to bring benefits to their processes, making their business more efficient. An organization adopting AI may not know everything about adopting AI. This study seeks to elucidate the benefits and disadvantages of adopting artificial intelligence in healthcare shift planning. The study aims to answer the research question \u201cWhat factors contribute to the successful adoption of artificial intelligence in shift planning in the healthcare sector?\u201d This research makes use of previous theories in the field regarding the introduction and adoption of technologies. This study is a case study using qualitative methods. The material has been collected from the target organizations through a semi-structured interview, to obtain broad views on the topic of the study from the interviewed persons. The data has been collected in two different phases; the first interviews have been carried out before the adoption and the second phase interviews have been carried out after the pilot phase. With the help of interviews carried out in two different phases, it is possible to find out better which factors affect the implementation. The results of the study show that the intention of use has a great impact on the introduction of artificial intelligence and machine learning in shift planning in the healthcare industry. The processes enhanced by artificial intelligence and machine learning also strongly influence the adoption of artificial intelligence and machine learning. This case study presents the expectations, benefits, disadvantages, and areas for the development of the adoption of artificial intelligence and machine learning in shift planning in the healthcare industry.", "language": "en", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted by Paivi Vuorio (paelvuor@jyu.fi) on 2023-11-17T10:48:04Z\nNo. of bitstreams: 0", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2023-11-17T10:48:04Z (GMT). No. of bitstreams: 0\n Previous issue date: 2023", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.format.extent", "value": "45", "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": null, "element": "rights", "qualifier": null, "schema": "dc"}, {"key": "dc.subject.other", "value": "teknologian omaksuminen", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "TAM", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "UTAUT2", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "teknologian k\u00e4ytt\u00f6\u00f6notto", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.title", "value": "Teko\u00e4lyn ja koneoppimisen k\u00e4ytt\u00f6\u00f6notto terveydenhuollon ty\u00f6vuorosuunnittelussa", "language": "", "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-202311177972", "language": "", "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": "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.collaborator", "value": "business", "language": "", "element": "contractresearch", "qualifier": "collaborator", "schema": "yvv"}, {"key": "yvv.contractresearch.funding", "value": "0", "language": "", "element": "contractresearch", "qualifier": "funding", "schema": "yvv"}, {"key": "yvv.contractresearch.initiative", "value": "student", "language": "", "element": "contractresearch", "qualifier": "initiative", "schema": "yvv"}, {"key": "dc.type.coar", "value": "http://purl.org/coar/resource_type/c_bdcc", "language": null, "element": "type", "qualifier": "coar", "schema": "dc"}, {"key": "dc.rights.copyright", "value": "\u00a9 The Author(s)", "language": null, "element": "rights", "qualifier": "copyright", "schema": "dc"}, {"key": "dc.rights.accesslevel", "value": "restrictedAccess", "language": null, "element": "rights", "qualifier": "accesslevel", "schema": "dc"}, {"key": "dc.type.publication", "value": "masterThesis", "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": "teko\u00e4ly", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "koneoppiminen", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "k\u00e4ytt\u00f6\u00f6notto", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "terveysala", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "tutkimus", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "vaikutukset", "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"}, {"key": "dc.rights.accessrights", "value": "The author has not given permission to make the work publicly available electronically. Therefore the material can be read only at the archival workstation at Jyv\u00e4skyl\u00e4 University Library (https://kirjasto.jyu.fi/collections/archival-workstation).", "language": "en", "element": "rights", "qualifier": "accessrights", "schema": "dc"}, {"key": "dc.rights.accessrights", "value": "Tekij\u00e4 ei ole antanut lupaa avoimeen julkaisuun, joten aineisto on luettavissa vain Jyv\u00e4skyl\u00e4n yliopiston kirjaston arkistoty\u00f6semalta. Ks. https://kirjasto.jyu.fi/kokoelmat/arkistotyoasema..", "language": "fi", "element": "rights", "qualifier": "accessrights", "schema": "dc"}]
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