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Social robots as treatment agents: Pilot randomized controlled trial to deliver a behavior change intervention
Social robots are increasingly demonstrating effectiveness as low-intensity behavior change agents. Key targets for these behavioral interventions include daily lifestyle behaviors with significant health consequences, such as the consumption of high-calorie foods and drinks (‘snacks’). A pilot rand...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7240221/ https://www.ncbi.nlm.nih.gov/pubmed/32461916 http://dx.doi.org/10.1016/j.invent.2020.100320 |
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author | Robinson, Nicole L. Connolly, Jennifer Hides, Leanne Kavanagh, David J. |
author_facet | Robinson, Nicole L. Connolly, Jennifer Hides, Leanne Kavanagh, David J. |
author_sort | Robinson, Nicole L. |
collection | PubMed |
description | Social robots are increasingly demonstrating effectiveness as low-intensity behavior change agents. Key targets for these behavioral interventions include daily lifestyle behaviors with significant health consequences, such as the consumption of high-calorie foods and drinks (‘snacks’). A pilot randomized controlled trial using a stepped-wedge design was conducted to determine the efficacy of a motivational intervention by an autonomous robot, to help reduce high-calorie snacks. Twenty-six adults were randomized to receive Immediate or 4-week Delayed treatment, with assessments at Baseline and Weeks 4 and 8. The treatment comprised motivation enhancement and self-management training using mental imagery (Functional Imagery Training). A significant condition by time effect for snack episode reduction was obtained, F(2, 32.06) = 4.30, p = .022. The Immediate condition significantly reduced snacking between Baseline and Week 4 (d = −1.06), while the Delayed condition did not (d = −0.08). Immediate participants maintained their improvement between Weeks 4 and 8 (d = −0.18), and Delayed participants then showed a significant fall (d = −1.42). Overall, ‘Immediate’ participants decreased their snack episodes by 54% and ‘Delayed’ decreased by 62% from Baseline to Week 8, and an average weight reduction of 4.4 kg was seen across over the first 2 weeks of treatment. Four weeks after starting the intervention, both conditions had significant increases in perceived confidence to control snack intake for time duration, specific scenarios and emotional states (d = 0.61 to 1.42). Working alliance was significantly correlated with reduced snack episodes. The pilot's results appear to suggest that the robot-delivered intervention may be as effective as a human clinician delivering a similar intervention. The robot-delivered pilot achieved similar snack episode reduction in the first four weeks (FIT-R, 55%) when compared with the human-delivered version by a trained clinician (FIT-H, 49%). Overall, the results provide preliminary evidence for an autonomous social robot to deliver a low-intensity treatment on dietary intake without the need for human intervention. Future trials should extend the deployment of the robot-delivered intervention protocol to other low-intensity behavioral outcomes. |
format | Online Article Text |
id | pubmed-7240221 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-72402212020-05-26 Social robots as treatment agents: Pilot randomized controlled trial to deliver a behavior change intervention Robinson, Nicole L. Connolly, Jennifer Hides, Leanne Kavanagh, David J. Internet Interv Full length Article Social robots are increasingly demonstrating effectiveness as low-intensity behavior change agents. Key targets for these behavioral interventions include daily lifestyle behaviors with significant health consequences, such as the consumption of high-calorie foods and drinks (‘snacks’). A pilot randomized controlled trial using a stepped-wedge design was conducted to determine the efficacy of a motivational intervention by an autonomous robot, to help reduce high-calorie snacks. Twenty-six adults were randomized to receive Immediate or 4-week Delayed treatment, with assessments at Baseline and Weeks 4 and 8. The treatment comprised motivation enhancement and self-management training using mental imagery (Functional Imagery Training). A significant condition by time effect for snack episode reduction was obtained, F(2, 32.06) = 4.30, p = .022. The Immediate condition significantly reduced snacking between Baseline and Week 4 (d = −1.06), while the Delayed condition did not (d = −0.08). Immediate participants maintained their improvement between Weeks 4 and 8 (d = −0.18), and Delayed participants then showed a significant fall (d = −1.42). Overall, ‘Immediate’ participants decreased their snack episodes by 54% and ‘Delayed’ decreased by 62% from Baseline to Week 8, and an average weight reduction of 4.4 kg was seen across over the first 2 weeks of treatment. Four weeks after starting the intervention, both conditions had significant increases in perceived confidence to control snack intake for time duration, specific scenarios and emotional states (d = 0.61 to 1.42). Working alliance was significantly correlated with reduced snack episodes. The pilot's results appear to suggest that the robot-delivered intervention may be as effective as a human clinician delivering a similar intervention. The robot-delivered pilot achieved similar snack episode reduction in the first four weeks (FIT-R, 55%) when compared with the human-delivered version by a trained clinician (FIT-H, 49%). Overall, the results provide preliminary evidence for an autonomous social robot to deliver a low-intensity treatment on dietary intake without the need for human intervention. Future trials should extend the deployment of the robot-delivered intervention protocol to other low-intensity behavioral outcomes. Elsevier 2020-05-07 /pmc/articles/PMC7240221/ /pubmed/32461916 http://dx.doi.org/10.1016/j.invent.2020.100320 Text en © 2020 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Full length Article Robinson, Nicole L. Connolly, Jennifer Hides, Leanne Kavanagh, David J. Social robots as treatment agents: Pilot randomized controlled trial to deliver a behavior change intervention |
title | Social robots as treatment agents: Pilot randomized controlled trial to deliver a behavior change intervention |
title_full | Social robots as treatment agents: Pilot randomized controlled trial to deliver a behavior change intervention |
title_fullStr | Social robots as treatment agents: Pilot randomized controlled trial to deliver a behavior change intervention |
title_full_unstemmed | Social robots as treatment agents: Pilot randomized controlled trial to deliver a behavior change intervention |
title_short | Social robots as treatment agents: Pilot randomized controlled trial to deliver a behavior change intervention |
title_sort | social robots as treatment agents: pilot randomized controlled trial to deliver a behavior change intervention |
topic | Full length Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7240221/ https://www.ncbi.nlm.nih.gov/pubmed/32461916 http://dx.doi.org/10.1016/j.invent.2020.100320 |
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