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The Development of Overtrust: An Empirical Simulation and Psychological Analysis in the Context of Human–Robot Interaction

With impressive developments in human–robot interaction it may seem that technology can do anything. Especially in the domain of social robots which suggest to be much more than programmed machines because of their anthropomorphic shape, people may overtrust the robot's actual capabilities and...

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Autores principales: Ullrich, Daniel, Butz, Andreas, Diefenbach, Sarah
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8076673/
https://www.ncbi.nlm.nih.gov/pubmed/33928129
http://dx.doi.org/10.3389/frobt.2021.554578
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author Ullrich, Daniel
Butz, Andreas
Diefenbach, Sarah
author_facet Ullrich, Daniel
Butz, Andreas
Diefenbach, Sarah
author_sort Ullrich, Daniel
collection PubMed
description With impressive developments in human–robot interaction it may seem that technology can do anything. Especially in the domain of social robots which suggest to be much more than programmed machines because of their anthropomorphic shape, people may overtrust the robot's actual capabilities and its reliability. This presents a serious problem, especially when personal well-being might be at stake. Hence, insights about the development and influencing factors of overtrust in robots may form an important basis for countermeasures and sensible design decisions. An empirical study [N = 110] explored the development of overtrust using the example of a pet feeding robot. A 2 × 2 experimental design and repeated measurements contrasted the effect of one's own experience, skill demonstration, and reputation through experience reports of others. The experiment was realized in a video environment where the participants had to imagine they were going on a four-week safari trip and leaving their beloved cat at home, making use of a pet feeding robot. Every day, the participants had to make a choice: go to a day safari without calling options (risk and reward) or make a boring car trip to another village to check if the feeding was successful and activate an emergency call if not (safe and no reward). In parallel to cases of overtrust in other domains (e.g., autopilot), the feeding robot performed flawlessly most of the time until in the fourth week; it performed faultily on three consecutive days, resulting in the cat's death if the participants had decided to go for the day safari on these days. As expected, with repeated positive experience about the robot's reliability on feeding the cat, trust levels rapidly increased and the number of control calls decreased. Compared to one's own experience, skill demonstration and reputation were largely neglected or only had a temporary effect. We integrate these findings in a conceptual model of (over)trust over time and connect these to related psychological concepts such as positivism, instant rewards, inappropriate generalization, wishful thinking, dissonance theory, and social concepts from human–human interaction. Limitations of the present study as well as implications for robot design and future research are discussed.
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spelling pubmed-80766732021-04-28 The Development of Overtrust: An Empirical Simulation and Psychological Analysis in the Context of Human–Robot Interaction Ullrich, Daniel Butz, Andreas Diefenbach, Sarah Front Robot AI Robotics and AI With impressive developments in human–robot interaction it may seem that technology can do anything. Especially in the domain of social robots which suggest to be much more than programmed machines because of their anthropomorphic shape, people may overtrust the robot's actual capabilities and its reliability. This presents a serious problem, especially when personal well-being might be at stake. Hence, insights about the development and influencing factors of overtrust in robots may form an important basis for countermeasures and sensible design decisions. An empirical study [N = 110] explored the development of overtrust using the example of a pet feeding robot. A 2 × 2 experimental design and repeated measurements contrasted the effect of one's own experience, skill demonstration, and reputation through experience reports of others. The experiment was realized in a video environment where the participants had to imagine they were going on a four-week safari trip and leaving their beloved cat at home, making use of a pet feeding robot. Every day, the participants had to make a choice: go to a day safari without calling options (risk and reward) or make a boring car trip to another village to check if the feeding was successful and activate an emergency call if not (safe and no reward). In parallel to cases of overtrust in other domains (e.g., autopilot), the feeding robot performed flawlessly most of the time until in the fourth week; it performed faultily on three consecutive days, resulting in the cat's death if the participants had decided to go for the day safari on these days. As expected, with repeated positive experience about the robot's reliability on feeding the cat, trust levels rapidly increased and the number of control calls decreased. Compared to one's own experience, skill demonstration and reputation were largely neglected or only had a temporary effect. We integrate these findings in a conceptual model of (over)trust over time and connect these to related psychological concepts such as positivism, instant rewards, inappropriate generalization, wishful thinking, dissonance theory, and social concepts from human–human interaction. Limitations of the present study as well as implications for robot design and future research are discussed. Frontiers Media S.A. 2021-04-13 /pmc/articles/PMC8076673/ /pubmed/33928129 http://dx.doi.org/10.3389/frobt.2021.554578 Text en Copyright © 2021 Ullrich, Butz and Diefenbach. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Robotics and AI
Ullrich, Daniel
Butz, Andreas
Diefenbach, Sarah
The Development of Overtrust: An Empirical Simulation and Psychological Analysis in the Context of Human–Robot Interaction
title The Development of Overtrust: An Empirical Simulation and Psychological Analysis in the Context of Human–Robot Interaction
title_full The Development of Overtrust: An Empirical Simulation and Psychological Analysis in the Context of Human–Robot Interaction
title_fullStr The Development of Overtrust: An Empirical Simulation and Psychological Analysis in the Context of Human–Robot Interaction
title_full_unstemmed The Development of Overtrust: An Empirical Simulation and Psychological Analysis in the Context of Human–Robot Interaction
title_short The Development of Overtrust: An Empirical Simulation and Psychological Analysis in the Context of Human–Robot Interaction
title_sort development of overtrust: an empirical simulation and psychological analysis in the context of human–robot interaction
topic Robotics and AI
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8076673/
https://www.ncbi.nlm.nih.gov/pubmed/33928129
http://dx.doi.org/10.3389/frobt.2021.554578
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