Search results for "eldercare"

showing 8 items of 8 documents

A context-aware approach for long-term behavioural change detection and abnormality prediction in ambient assisted living

2015

This research aims to describe pattern recognition models for detecting behavioural and health-related changes in a patient who is monitored continuously in an assisted living environment. The early anticipation of anomalies can improve the rate of disease prevention. Here we present different learning techniques for predicting abnormalities and behavioural trends in various user contexts. In this paper we described a Hidden Markov Model based approach for detecting abnormalities in daily activities, a process of identifying irregularity in routine behaviours from statistical histories and an exponential smoothing technique to predict future changes in various vital signs. The outcomes of t…

Activities of daily livingComputer scienceContext (language use)computer.software_genreMachine learningHidden Markov ModelArtificial IntelligencePattern recognitionHealth careCloud computingTrend detectionHidden Markov modelFuzzy ruleContext-awarebusiness.industryHealthcare[INFO.INFO-IA]Computer Science [cs]/Computer Aided EngineeringStatistical process control3. Good healthAmbient assisted livingRemote monitoringEldercareAnticipation (artificial intelligence)Signal ProcessingPattern recognition (psychology)Change detectionComputer Vision and Pattern RecognitionArtificial intelligenceData miningbusinesscomputerSoftwareChange detectionPattern Recognition
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Responses to vulnerability : care ethics and the technologisation of eldercare

2020

This article argues for a re-conceptualisation of care relations and uses the re-conceptualisation to scrutinise the way in which technology is adopted in eldercare practices. First, it draws on the definition of care as attentiveness to vulnerability, as used in the tradition of care ethics. Second, it specifies four essential aspects of care relations: relationality, dyadic mutuality, corporeality and devotion. Third, using socio-technical and phenomenological perspectives, care relations are contrasted with the idea of intertwining technological and human actors in care practices. Finally, using two adaptations of telecare as examples, the essential aspects of care relations are shown to…

Gerontologysocial studies of science and technologyHealth (social science)Sociology and Political ScienceHealth PolicyPublic Health Environmental and Occupational HealthVulnerabilityfenomenologiateknologinen kehitysvanhustenhuoltoCare ethicseldercare technologisationhoivatyöphenomenologycare ethicsSociologyetiikka
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Choice models in nordic long-term care : care managers' experiences of privilege and disadvantage among older adults

2022

AbstractConsumer choice models have been introduced in eldercare services in several Western welfare societies. Choice models in eldercare emphasise the importance of individuals’ abilities to make informed choices and therefore entail a risk for increased inequalities among older adults with care needs. In the Nordic countries, such inequality risks are in stark contrast to universal policy ambitions of equal access to care services. Care managers, who are responsible for needs assessment for eldercare services, have a central role in implementing policies and, thus, have first-hand experience of their impact on older adults’ access to care. The aim of this study was to explore care manage…

Health (social science)social inequalityNordic welfare statemarketisationuser choiceyksityiset palvelutvanhustenhuoltohyvinvointivaltiovanhuspalvelutvalinnanvapauseriarvoisuusGeriatrics and Gerontologyeldercarecare managersjulkiset palvelut
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Eldercare work and technology. 2019 University of Jyväskylä survey study on eldercare work : Overview of survey data

2019

University of Jyväskylä has launched a survey study on eldercare work aimed to obtain information on 1) employees working with services for older people, 2) the nature of the work and working conditions in services for older people and 3) a current view of the use of technology in services for older people. The goal is to examine how the use of digital technologies is linked to working conditions, daily work routines and care relationships and to monitor the nature of care work and its digitalisation during 2019-2025. The first baseline survey was conducted on April 2019 resulting with 6 903 answers and of the respondents, 3,758 joined the respondent panel. The 2019 survey data shows that i…

care workworking conditionstechnologydigitalisationdigital technologyeldercarequestionnaire survey
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Implementing sentiment analysis to an open-ended questionnaire: Case study of digitalization in elderly care during COVID-19

2022

[EN] The rise of digital technology has enabled us to utilize even more integrated systems for social and health care, but these systems are often complex and time-consuming to learn for the end users without relevant training or experience. We aim to perform Named Entity Recognition based sentiment analysis using the answers of eldercare workers that have taken a survey about the effects of digitalization on their work. The collection of the panel survey data was carried out in two waves: in 2019 and 2021. For the sentiment analysis we compare these two waves to determine the effects of COVID-19 on the work of eldercare workers. The research questions we ask are the following: “Has technol…

sosiaalipalvelutnamed entity recognitionCOVID-19Eldercare workDigitalizationvanhustyöntekijätdigitalizationvanhustenhuoltoeldercare workNamed entity recognitionSentiment analysistunteetsentiment analysiskokemuksetdigitalisaatiodigitaaliset taidotBERT
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Financialization of Eldercare in a Nordic Welfare State

2022

Abstract The increasing presence of for-profit service providers in publicly-funded eldercare has transformed care in Nordic welfare states which have a strong tradition of public care provision. Macro-level research on care policies has mainly focused on public institutions, national policies, and marketization. The financialization of eldercare has not received much scholarly attention, and existing studies mostly focus on the UK. The financialization of eldercare refers to the ways in which care is both a site of profit extraction and financial engineering. The Nordic system is relatively universal, and, with rapidly ageing demographics, there is a secured demand for eldercare services. …

sosiaalipolitiikkaPublic AdministrationNordic welfare statemarkkinatalousfinancializationhoivapalvelutManagement Monitoring Policy and Lawvanhustenhuolto3142 Public health care science environmental and occupational healthmarketization of care5142 Social policyhyvinvointivaltiofinancialization of care5141 Sociologyeldercareyksityistäminenjulkiset palvelutSocial Sciences (miscellaneous)
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Hoivan kertomuksia. Tarinamallit ikääntyneestä äidistään huolehtivien tytärten narratiiveissa

2015

Hyvinvointipolitiikassa puhutaan yhä enemmän ikääntyneen oikeudesta jäädä asumaan nykyiseen kotiinsa ja saada sinne tarvitsemansa palvelut. Tämä artikkeli tarkastelee narratiivisen analyysin keinoin, miten huolenpidon kokemus jäsentyy äidistään huolehtivien tytärten hoivakertomuksissa yhä vahvemmin kodissa annettavaan epäviralliseen hoivaan tukeutuvassa yhteiskunnassa. Kertomisen tavat nojautuvat neljästä narratiivisesta perusrakenteesta kolmeen: romanssiin, tragediaan ja ironiaan. Aineiston kertomukset osoittavat tapoja, miten huolenpito voi jäsentyä merkitykselliseksi osaksi elämänkulkua. Kulttuurisista malleista vahvin on hyvän tyttären tarinamalli, joka jäsentää tyttären omaa osallisuut…

sosiaalipolitiikkavanhustenhoitonarratiivitnarrativesArtikkelitomaishoitoeldercare
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Teknologisten laitteiden ja sovellusten käyttö vanhustyössä : työn piirteiden ja yksilötekijöiden vaikutusten tarkastelua

2021

Artikkelissa tarkastellaan vanhustyössä käytettyjen teknologisten laitteiden ja sovellusten yleisyyttä ja toisaalta niiden käytön riippuvuutta työhön liittyvistä ja yksilöllisistä tekijöistä. Teknologian käyttö tiivistyy kolmeen pääulottuvuuteen: mobiiliin hoivateknologiaan, toimistoteknologiaan ja viihdeteknologiaan. Käyttöä määritti ensi sijassa sektori ja toimipaikan tyyppi, ei niinkään työntekijän yksilölliset piirteet. Viitteitä on myös siitä, että työn teknologisoituminen etenee ylhäältä alaspäin ja on yhteydessä nimenomaan työn rakenteellisiin piirteisiin. New technologies and applications are expected to cut expenditures, ease the workload of employees, and improve the quality of el…

yksityinen sektorihoivatyötechnologypublic sectorprivate sectorteknologiamobiilisovelluksetetäpalvelutvanhustyödigitalisaatiojulkinen sektoriFinlandeldercare work
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