System of nudge theory-based ICT applications for older citizens: The SENIOR project

Giada Pietrabissa; Italo Zoppis; Giancarlo Mauri; Roberta Ghiretti; Emanuele Maria Giusti; Roberto Cattivelli; Chiara Spatola; Gian Mauro Manzoni; Gianluca Castelnuovo

doi:10.1007/978-3-030-25872-6_3

System of nudge theory-based ICT applications for older citizens: The SENIOR project

Giada Pietrabissa, Italo Zoppis, Giancarlo Mauri, Roberta Ghiretti, Emanuele Maria Giusti, Roberto Cattivelli, Chiara Spatola, Gian Mauro Manzoni, Gianluca Castelnuovo

Risultato della ricerca: Contributo in libro › Contributo a convegno

1 Citazioni (Scopus)

Abstract

Objective: Mild Cognitive Impairment (MCI) is rapidly becoming one of the most common clinical manifestation affecting the elderly. The main aim of the SENIOR Project [SystEm of Nudge theory-based Information and Communications Technology (ICT) applications for OldeR citizens] is the development and validation of a new Nudge theory-based ICT coach system for monitoring and empowering persons with MCI. Methods: a multi-center randomized controlled clinical trial (RCT) involving 200 senior citizens with MCI will be implemented. Online assessment of demographic, psychological, neuropsychological, and behavioral outcomes will be carried out through the user’s device/smartwatch. A machine learning algorithm-based customized profile will elaborate specific nudge-based notifications and suggestions will be provided to the user via SENIOR app. Expected results and conclusions: real-time monitoring and tutoring will decelerate the worsening of clinical condition and will improve the general perceived wellbeing of persons with MCI – also empowering care providers through dissemination of knowledge on the condition functioning and therapy. Moreover, the provision of tailored care actions will contribute to a more sustainable national and local healthcare systems.

Lingua originale	English
Titolo della pubblicazione ospite	Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
Pagine	29-42
Numero di pagine	14
Volume	288
DOI	https://doi.org/10.1007/978-3-030-25872-6_3
Stato di pubblicazione	Pubblicato - 2019
Evento	9th International Conference on Pervasive Computing Paradigms for Mental Health, MindCare 2019 - Buenos Aires; Argentina Durata: 1 gen 2019 → …

Serie di pubblicazioni

Nome	LECTURE NOTES OF THE INSTITUTE FOR COMPUTER SCIENCES, SOCIAL INFORMATICS AND TELECOMMUNICATIONS ENGINEERING

Convegno

Convegno	9th International Conference on Pervasive Computing Paradigms for Mental Health, MindCare 2019
Città	Buenos Aires; Argentina
Periodo	1/1/19 → …

Keywords

Big data
Elderly
Machine learning
Mild cognitive impairment
Nudge theory

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10.1007/978-3-030-25872-6_3

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Pietrabissa, G., Zoppis, I., Mauri, G., Ghiretti, R., Giusti, E. M., Cattivelli, R., Spatola, C., Manzoni, G. M., & Castelnuovo, G. (2019). System of nudge theory-based ICT applications for older citizens: The SENIOR project. In Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST (Vol. 288, pagg. 29-42). (LECTURE NOTES OF THE INSTITUTE FOR COMPUTER SCIENCES, SOCIAL INFORMATICS AND TELECOMMUNICATIONS ENGINEERING). https://doi.org/10.1007/978-3-030-25872-6_3

Pietrabissa, Giada ; Zoppis, Italo ; Mauri, Giancarlo et al. / System of nudge theory-based ICT applications for older citizens: The SENIOR project. Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST. Vol. 288 2019. pagg. 29-42 (LECTURE NOTES OF THE INSTITUTE FOR COMPUTER SCIENCES, SOCIAL INFORMATICS AND TELECOMMUNICATIONS ENGINEERING).

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abstract = "Objective: Mild Cognitive Impairment (MCI) is rapidly becoming one of the most common clinical manifestation affecting the elderly. The main aim of the SENIOR Project [SystEm of Nudge theory-based Information and Communications Technology (ICT) applications for OldeR citizens] is the development and validation of a new Nudge theory-based ICT coach system for monitoring and empowering persons with MCI. Methods: a multi-center randomized controlled clinical trial (RCT) involving 200 senior citizens with MCI will be implemented. Online assessment of demographic, psychological, neuropsychological, and behavioral outcomes will be carried out through the user{\textquoteright}s device/smartwatch. A machine learning algorithm-based customized profile will elaborate specific nudge-based notifications and suggestions will be provided to the user via SENIOR app. Expected results and conclusions: real-time monitoring and tutoring will decelerate the worsening of clinical condition and will improve the general perceived wellbeing of persons with MCI – also empowering care providers through dissemination of knowledge on the condition functioning and therapy. Moreover, the provision of tailored care actions will contribute to a more sustainable national and local healthcare systems.",

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author = "Giada Pietrabissa and Italo Zoppis and Giancarlo Mauri and Roberta Ghiretti and Giusti, {Emanuele Maria} and Roberto Cattivelli and Chiara Spatola and Manzoni, {Gian Mauro} and Gianluca Castelnuovo",

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Pietrabissa, G, Zoppis, I, Mauri, G, Ghiretti, R, Giusti, EM, Cattivelli, R, Spatola, C, Manzoni, GM & Castelnuovo, G 2019, System of nudge theory-based ICT applications for older citizens: The SENIOR project. in Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST. vol. 288, LECTURE NOTES OF THE INSTITUTE FOR COMPUTER SCIENCES, SOCIAL INFORMATICS AND TELECOMMUNICATIONS ENGINEERING, pagg. 29-42, 9th International Conference on Pervasive Computing Paradigms for Mental Health, MindCare 2019, Buenos Aires; Argentina, 1/1/19. https://doi.org/10.1007/978-3-030-25872-6_3

System of nudge theory-based ICT applications for older citizens: The SENIOR project. / Pietrabissa, Giada; Zoppis, Italo; Mauri, Giancarlo et al.
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST. Vol. 288 2019. pag. 29-42 (LECTURE NOTES OF THE INSTITUTE FOR COMPUTER SCIENCES, SOCIAL INFORMATICS AND TELECOMMUNICATIONS ENGINEERING).

Risultato della ricerca: Contributo in libro › Contributo a convegno

TY - GEN

T1 - System of nudge theory-based ICT applications for older citizens: The SENIOR project

AU - Pietrabissa, Giada

AU - Zoppis, Italo

AU - Mauri, Giancarlo

AU - Ghiretti, Roberta

AU - Giusti, Emanuele Maria

AU - Cattivelli, Roberto

AU - Spatola, Chiara

AU - Manzoni, Gian Mauro

AU - Castelnuovo, Gianluca

PY - 2019

Y1 - 2019

N2 - Objective: Mild Cognitive Impairment (MCI) is rapidly becoming one of the most common clinical manifestation affecting the elderly. The main aim of the SENIOR Project [SystEm of Nudge theory-based Information and Communications Technology (ICT) applications for OldeR citizens] is the development and validation of a new Nudge theory-based ICT coach system for monitoring and empowering persons with MCI. Methods: a multi-center randomized controlled clinical trial (RCT) involving 200 senior citizens with MCI will be implemented. Online assessment of demographic, psychological, neuropsychological, and behavioral outcomes will be carried out through the user’s device/smartwatch. A machine learning algorithm-based customized profile will elaborate specific nudge-based notifications and suggestions will be provided to the user via SENIOR app. Expected results and conclusions: real-time monitoring and tutoring will decelerate the worsening of clinical condition and will improve the general perceived wellbeing of persons with MCI – also empowering care providers through dissemination of knowledge on the condition functioning and therapy. Moreover, the provision of tailored care actions will contribute to a more sustainable national and local healthcare systems.

AB - Objective: Mild Cognitive Impairment (MCI) is rapidly becoming one of the most common clinical manifestation affecting the elderly. The main aim of the SENIOR Project [SystEm of Nudge theory-based Information and Communications Technology (ICT) applications for OldeR citizens] is the development and validation of a new Nudge theory-based ICT coach system for monitoring and empowering persons with MCI. Methods: a multi-center randomized controlled clinical trial (RCT) involving 200 senior citizens with MCI will be implemented. Online assessment of demographic, psychological, neuropsychological, and behavioral outcomes will be carried out through the user’s device/smartwatch. A machine learning algorithm-based customized profile will elaborate specific nudge-based notifications and suggestions will be provided to the user via SENIOR app. Expected results and conclusions: real-time monitoring and tutoring will decelerate the worsening of clinical condition and will improve the general perceived wellbeing of persons with MCI – also empowering care providers through dissemination of knowledge on the condition functioning and therapy. Moreover, the provision of tailored care actions will contribute to a more sustainable national and local healthcare systems.

KW - Big data

KW - Elderly

KW - Machine learning

KW - Mild cognitive impairment

KW - Nudge theory

KW - Big data

KW - Elderly

KW - Machine learning

KW - Mild cognitive impairment

KW - Nudge theory

UR - http://hdl.handle.net/10807/149295

UR - http://www.springer.com/series/8197

U2 - 10.1007/978-3-030-25872-6_3

DO - 10.1007/978-3-030-25872-6_3

M3 - Conference contribution

SN - 978-3-030-25871-9

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T3 - LECTURE NOTES OF THE INSTITUTE FOR COMPUTER SCIENCES, SOCIAL INFORMATICS AND TELECOMMUNICATIONS ENGINEERING

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EP - 42

BT - Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST

T2 - 9th International Conference on Pervasive Computing Paradigms for Mental Health, MindCare 2019

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Pietrabissa G, Zoppis I, Mauri G, Ghiretti R, Giusti EM, Cattivelli R et al. System of nudge theory-based ICT applications for older citizens: The SENIOR project. In Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST. Vol. 288. 2019. pag. 29-42. (LECTURE NOTES OF THE INSTITUTE FOR COMPUTER SCIENCES, SOCIAL INFORMATICS AND TELECOMMUNICATIONS ENGINEERING). doi: 10.1007/978-3-030-25872-6_3

System of nudge theory-based ICT applications for older citizens: The SENIOR project

Abstract

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Keywords

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