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Companion: A Pilot Randomized Clinical Trial to Test an Integrated Two-Way Communication and Near-Real-Time Sensing System for Detecting and Modifying Daily Inactivity among Adults >60 Years—Design and Protocol

Supervised personal training is most effective in improving the health effects of exercise in older adults. Yet, low frequency (60 min, 1–3 sessions/week) of trainer contact limits influence on behavior change outside sessions. Strategies to extend the effect of trainer contact outside of supervisio...

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Autores principales: Arguello, Diego, Rogers, Ethan, Denmark, Grant H., Lena, James, Goodro, Troy, Anderson-Song, Quinn, Cloutier, Gregory, Hillman, Charles H., Kramer, Arthur F., Castaneda-Sceppa, Carmen, John, Dinesh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9965440/
https://www.ncbi.nlm.nih.gov/pubmed/36850822
http://dx.doi.org/10.3390/s23042221
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author Arguello, Diego
Rogers, Ethan
Denmark, Grant H.
Lena, James
Goodro, Troy
Anderson-Song, Quinn
Cloutier, Gregory
Hillman, Charles H.
Kramer, Arthur F.
Castaneda-Sceppa, Carmen
John, Dinesh
author_facet Arguello, Diego
Rogers, Ethan
Denmark, Grant H.
Lena, James
Goodro, Troy
Anderson-Song, Quinn
Cloutier, Gregory
Hillman, Charles H.
Kramer, Arthur F.
Castaneda-Sceppa, Carmen
John, Dinesh
author_sort Arguello, Diego
collection PubMed
description Supervised personal training is most effective in improving the health effects of exercise in older adults. Yet, low frequency (60 min, 1–3 sessions/week) of trainer contact limits influence on behavior change outside sessions. Strategies to extend the effect of trainer contact outside of supervision and that integrate meaningful and intelligent two-way communication to provide complex and interactive problem solving may motivate older adults to “move more and sit less” and sustain positive behaviors to further improve health. This paper describes the experimental protocol of a 16-week pilot RCT (N = 46) that tests the impact of supplementing supervised exercise (i.e., control) with a technology-based behavior-aware text-based virtual “Companion” that integrates a human-in-the-loop approach with wirelessly transmitted sensor-based activity measurement to deliver behavior change strategies using socially engaging, contextually salient, and tailored text message conversations in near-real-time. Primary outcomes are total-daily and patterns of habitual physical behaviors after 16 and 24 weeks. Exploratory analyses aim to understand Companion’s longitudinal behavior effects, its user engagement and relationship to behavior, and changes in cardiometabolic and cognitive outcomes. Our findings may allow the development of a more scalable hybrid AI Companion to impact the ever-growing public health epidemic of sedentariness contributing to poor health outcomes, reduced quality of life, and early death.
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spelling pubmed-99654402023-02-26 Companion: A Pilot Randomized Clinical Trial to Test an Integrated Two-Way Communication and Near-Real-Time Sensing System for Detecting and Modifying Daily Inactivity among Adults >60 Years—Design and Protocol Arguello, Diego Rogers, Ethan Denmark, Grant H. Lena, James Goodro, Troy Anderson-Song, Quinn Cloutier, Gregory Hillman, Charles H. Kramer, Arthur F. Castaneda-Sceppa, Carmen John, Dinesh Sensors (Basel) Protocol Supervised personal training is most effective in improving the health effects of exercise in older adults. Yet, low frequency (60 min, 1–3 sessions/week) of trainer contact limits influence on behavior change outside sessions. Strategies to extend the effect of trainer contact outside of supervision and that integrate meaningful and intelligent two-way communication to provide complex and interactive problem solving may motivate older adults to “move more and sit less” and sustain positive behaviors to further improve health. This paper describes the experimental protocol of a 16-week pilot RCT (N = 46) that tests the impact of supplementing supervised exercise (i.e., control) with a technology-based behavior-aware text-based virtual “Companion” that integrates a human-in-the-loop approach with wirelessly transmitted sensor-based activity measurement to deliver behavior change strategies using socially engaging, contextually salient, and tailored text message conversations in near-real-time. Primary outcomes are total-daily and patterns of habitual physical behaviors after 16 and 24 weeks. Exploratory analyses aim to understand Companion’s longitudinal behavior effects, its user engagement and relationship to behavior, and changes in cardiometabolic and cognitive outcomes. Our findings may allow the development of a more scalable hybrid AI Companion to impact the ever-growing public health epidemic of sedentariness contributing to poor health outcomes, reduced quality of life, and early death. MDPI 2023-02-16 /pmc/articles/PMC9965440/ /pubmed/36850822 http://dx.doi.org/10.3390/s23042221 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Protocol
Arguello, Diego
Rogers, Ethan
Denmark, Grant H.
Lena, James
Goodro, Troy
Anderson-Song, Quinn
Cloutier, Gregory
Hillman, Charles H.
Kramer, Arthur F.
Castaneda-Sceppa, Carmen
John, Dinesh
Companion: A Pilot Randomized Clinical Trial to Test an Integrated Two-Way Communication and Near-Real-Time Sensing System for Detecting and Modifying Daily Inactivity among Adults >60 Years—Design and Protocol
title Companion: A Pilot Randomized Clinical Trial to Test an Integrated Two-Way Communication and Near-Real-Time Sensing System for Detecting and Modifying Daily Inactivity among Adults >60 Years—Design and Protocol
title_full Companion: A Pilot Randomized Clinical Trial to Test an Integrated Two-Way Communication and Near-Real-Time Sensing System for Detecting and Modifying Daily Inactivity among Adults >60 Years—Design and Protocol
title_fullStr Companion: A Pilot Randomized Clinical Trial to Test an Integrated Two-Way Communication and Near-Real-Time Sensing System for Detecting and Modifying Daily Inactivity among Adults >60 Years—Design and Protocol
title_full_unstemmed Companion: A Pilot Randomized Clinical Trial to Test an Integrated Two-Way Communication and Near-Real-Time Sensing System for Detecting and Modifying Daily Inactivity among Adults >60 Years—Design and Protocol
title_short Companion: A Pilot Randomized Clinical Trial to Test an Integrated Two-Way Communication and Near-Real-Time Sensing System for Detecting and Modifying Daily Inactivity among Adults >60 Years—Design and Protocol
title_sort companion: a pilot randomized clinical trial to test an integrated two-way communication and near-real-time sensing system for detecting and modifying daily inactivity among adults >60 years—design and protocol
topic Protocol
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9965440/
https://www.ncbi.nlm.nih.gov/pubmed/36850822
http://dx.doi.org/10.3390/s23042221
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