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Virtual agents and risk-taking behavior in adolescence: the twofold nature of nudging

Peer pressure can influence risk-taking behavior and it is particularly felt during adolescence. With artificial intelligence (AI) increasingly present in a range of everyday human contexts, including virtual environments, it is important to examine whether AI can have an impact on human’s decision...

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Autores principales: Di Dio, Cinzia, Manzi, Federico, Miraglia, Laura, Gummerum, Michaela, Bigozzi, Simone, Massaro, Davide, Marchetti, Antonella
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10336118/
https://www.ncbi.nlm.nih.gov/pubmed/37433842
http://dx.doi.org/10.1038/s41598-023-38399-w
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author Di Dio, Cinzia
Manzi, Federico
Miraglia, Laura
Gummerum, Michaela
Bigozzi, Simone
Massaro, Davide
Marchetti, Antonella
author_facet Di Dio, Cinzia
Manzi, Federico
Miraglia, Laura
Gummerum, Michaela
Bigozzi, Simone
Massaro, Davide
Marchetti, Antonella
author_sort Di Dio, Cinzia
collection PubMed
description Peer pressure can influence risk-taking behavior and it is particularly felt during adolescence. With artificial intelligence (AI) increasingly present in a range of everyday human contexts, including virtual environments, it is important to examine whether AI can have an impact on human’s decision making processes and behavior. By using the balloon analogue risk task (BART) evaluating propensity to take risk, in this study 113 adolescents' risk-taking behavior was measured when playing alone and in the presence of either a robot avatar or human avatar. In the avatar conditions, participants performed the BART while the avatars either (1) verbally incited risk-taking or (2) discouraged risk-taking (experimental tasks). Risk-taking behavior in the BART was assessed in terms of total number of pumps, gain and explosions. Tendency to impulsivity was also evaluated, as well as the effects of age and gender on risky behavior. The main finding showed a significant effect of both avatars on risk-taking tendency, with riskier behavior during incitement than discouragement conditions, the latter being also substantially different from the playing-alone condition. The results of this study open up new questions in a very sensitive and timely topic and offer various insights into the effect of nudging on adolescents’ behavior in virtual contexts.
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spelling pubmed-103361182023-07-13 Virtual agents and risk-taking behavior in adolescence: the twofold nature of nudging Di Dio, Cinzia Manzi, Federico Miraglia, Laura Gummerum, Michaela Bigozzi, Simone Massaro, Davide Marchetti, Antonella Sci Rep Article Peer pressure can influence risk-taking behavior and it is particularly felt during adolescence. With artificial intelligence (AI) increasingly present in a range of everyday human contexts, including virtual environments, it is important to examine whether AI can have an impact on human’s decision making processes and behavior. By using the balloon analogue risk task (BART) evaluating propensity to take risk, in this study 113 adolescents' risk-taking behavior was measured when playing alone and in the presence of either a robot avatar or human avatar. In the avatar conditions, participants performed the BART while the avatars either (1) verbally incited risk-taking or (2) discouraged risk-taking (experimental tasks). Risk-taking behavior in the BART was assessed in terms of total number of pumps, gain and explosions. Tendency to impulsivity was also evaluated, as well as the effects of age and gender on risky behavior. The main finding showed a significant effect of both avatars on risk-taking tendency, with riskier behavior during incitement than discouragement conditions, the latter being also substantially different from the playing-alone condition. The results of this study open up new questions in a very sensitive and timely topic and offer various insights into the effect of nudging on adolescents’ behavior in virtual contexts. Nature Publishing Group UK 2023-07-11 /pmc/articles/PMC10336118/ /pubmed/37433842 http://dx.doi.org/10.1038/s41598-023-38399-w Text en © The Author(s) 2023, corrected publication 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Di Dio, Cinzia
Manzi, Federico
Miraglia, Laura
Gummerum, Michaela
Bigozzi, Simone
Massaro, Davide
Marchetti, Antonella
Virtual agents and risk-taking behavior in adolescence: the twofold nature of nudging
title Virtual agents and risk-taking behavior in adolescence: the twofold nature of nudging
title_full Virtual agents and risk-taking behavior in adolescence: the twofold nature of nudging
title_fullStr Virtual agents and risk-taking behavior in adolescence: the twofold nature of nudging
title_full_unstemmed Virtual agents and risk-taking behavior in adolescence: the twofold nature of nudging
title_short Virtual agents and risk-taking behavior in adolescence: the twofold nature of nudging
title_sort virtual agents and risk-taking behavior in adolescence: the twofold nature of nudging
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10336118/
https://www.ncbi.nlm.nih.gov/pubmed/37433842
http://dx.doi.org/10.1038/s41598-023-38399-w
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