undefined

Realizing the Value Potential of AI in Service Needs Assessment: Cases in Child Welfare and Mental Health Services

Publiceringsår

2023

Upphovspersoner

Pesonen Kaisa; Korpela Jukka; Vilko Jyri; Elfvengren Kalle

Abstrakt

In social and health care the use of technology that utilizes data has great potential from the point of view of value creation. This case study examines the factors that impact the value potential realization of AI prediction models as part of the customer/patient service need assessment process. The research focuses on a pilot project of a Finnish case organization, in which prediction models were tested in child welfare and mental health services. Both positive and negative value-realizing factors were found in the research. The information produced by artificial intelligence has great value potential. Regulation and transparency of data need to be addressed, but at the same time, more flexible use of social and health register data needs to be considered to ensure that resources are allocated in a value-added way.
Visa mer

Organisationer och upphovspersoner

Lappeenrannan–Lahden teknillinen yliopisto LUT

Korpela Jukka

Vilko Jyri

Elfvengren Kalle

Publikationstyp

Publikationsform

Artikel

Moderpublikationens typ

Konferens

Artikelstyp

Annan artikel

Målgrupp

Vetenskaplig

Kollegialt utvärderad

Kollegialt utvärderad

UKM:s publikationstyp

A4 Artikel i en konferenspublikation

Publikationskanalens uppgifter

Öppen tillgång

Öppen tillgänglighet i förläggarens tjänst

Ja

Öppen tillgång till publikationskanalen

Helt öppen publikationskanal

Parallellsparad

Nej

Övriga uppgifter

Vetenskapsområden

Företagsekonomi

Nyckelord

[object Object],[object Object],[object Object],[object Object],[object Object]

Förlagets internationalitet

Internationell

Internationell sampublikation

Nej

Sampublikation med ett företag

Nej

Publikationen ingår i undervisnings- och kulturministeriets datainsamling

Ja