Background:The paper presents the work carried out within NINFA (iNtelligent Integrated Network For Aged people), a project for the wellbeing of the elderly people at home.Aims:The impact of new technologies on elderly people is evaluated with respect to the three main topics faced by NINFA.Methods:NINFA was structured into three main topics: (1) active user engagement from the very beginning of the plan-ning stage: the use of specially designed questionnaires to evaluate the acceptability of new technology in general and robot caregiver specifically; (2) assessment of the well-being through non-invasive techniques: natural language processing for language change monitoring in elderly subjects; (3) automated assessment of motor and cognitive functions at home: systems to deliver tests and exergames through user interfaces compliant with elderly subjects.Results:The analysis shows that there is no a priori closure to support the technology, but it must not be invasive and must allow social interactions. The study of speech transcripts shows that a large variations in the number of words used to describe the same situation could be a sign on the onset of cognitive impairments. The specifically designed systems highlight, after the training period, significant improvements in the performances of the participants and a satisfaction with regards to the systems usability.Conclusions: The outcomes of NINFA project highlight some important aspects of the relationship between elderly people and new technologies concerning: engagement and acceptability, assessment of the wellbeing and of the modifications of motor, cognitive and language functions.

Final results of the NINFA project: impact of new technologies in the daily life of elderly people

Cinini A;Cutugno P;Ferraris C;Ferretti M;Marconi L;Morgavi G;Nerino R
2021

Abstract

Background:The paper presents the work carried out within NINFA (iNtelligent Integrated Network For Aged people), a project for the wellbeing of the elderly people at home.Aims:The impact of new technologies on elderly people is evaluated with respect to the three main topics faced by NINFA.Methods:NINFA was structured into three main topics: (1) active user engagement from the very beginning of the plan-ning stage: the use of specially designed questionnaires to evaluate the acceptability of new technology in general and robot caregiver specifically; (2) assessment of the well-being through non-invasive techniques: natural language processing for language change monitoring in elderly subjects; (3) automated assessment of motor and cognitive functions at home: systems to deliver tests and exergames through user interfaces compliant with elderly subjects.Results:The analysis shows that there is no a priori closure to support the technology, but it must not be invasive and must allow social interactions. The study of speech transcripts shows that a large variations in the number of words used to describe the same situation could be a sign on the onset of cognitive impairments. The specifically designed systems highlight, after the training period, significant improvements in the performances of the participants and a satisfaction with regards to the systems usability.Conclusions: The outcomes of NINFA project highlight some important aspects of the relationship between elderly people and new technologies concerning: engagement and acceptability, assessment of the wellbeing and of the modifications of motor, cognitive and language functions.
2021
Istituto di Elettronica e di Ingegneria dell'Informazione e delle Telecomunicazioni - IEIIT
Istituto di linguistica computazionale "Antonio Zampolli" - ILC
Inglese
33
1213
1222
10
https://link.springer.com/content/pdf/10.1007/s40520-019-01357-6.pdf
Sì, ma tipo non specificato
User Engagement
Wellbeing assessment
Linguistic and Cognitive Analysis
Movement Analysis
Exergames
At-Home monitoring
Postural stability
Internazionale
Stampa
7
info:eu-repo/semantics/article
262
Cinini, A; Cutugno, P; Ferraris, C; Ferretti, M; Marconi, L; Morgavi, G; Nerino, R
01 Contributo su Rivista::01.01 Articolo in rivista
partially_open
   NINFA (iNtelligent Integrated Network For Aged people). WP3: Analysis and implementation test of cognitive impairment through language analysis in local IDHN - Sotto progetto del Progetto di Interesse Strategico "Invecchiamento": innovazioni tecnologiche e molecolari per un miglioramento della salute dell’anziano - Consiglio Nazionale delle Ricerche
   NINFA
   Sotto progetto del progetto Invecchiamento CNR
   241.336
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/391604
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