Nudges-Based Design Method for Adaptive HMI to Improve Driving Safety

This study introduces a new operational tool based on the AEIOU observational framework to support the design of adaptive human machine interfaces (HMIs) that aim to modify people’s behavior and support people’s choices, to improve safety using emotional regulation techniques, through the management...

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Published in:Safety
Main Authors: Andrea Generosi, Silvia Ceccacci, Buse Tezçi, Roberto Montanari, Maura Mengoni
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Subjects:
Online Access:https://www.mdpi.com/2313-576X/8/3/63
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author Andrea Generosi
Silvia Ceccacci
Buse Tezçi
Roberto Montanari
Maura Mengoni
author_facet Andrea Generosi
Silvia Ceccacci
Buse Tezçi
Roberto Montanari
Maura Mengoni
author_sort Andrea Generosi
collection DOAJ
container_title Safety
description This study introduces a new operational tool based on the AEIOU observational framework to support the design of adaptive human machine interfaces (HMIs) that aim to modify people’s behavior and support people’s choices, to improve safety using emotional regulation techniques, through the management of environmental characteristics (e.g., temperature and illumination), according to an approach based on the nudging concept within a design thinking process. The proposed approach focuses on research in the field of behavioral psychology that has studied the correlations between human emotions and driving behavior, pushing towards the elicitation of those emotions judged to be most suitable for safe driving. The main objective is to support the ideation of scenarios and/or design features for adaptive HMIs to implement a nudging strategy to increase driving safety. At the end, the results from a collaborative workshop, organized as a case study to collect concept ideas in the context of sports cars, will be shown and evaluated to highlight the validity of the proposed methodology, but also the limitations due to the requirement of prototypes to evaluate the actual effectiveness of the presented nudging strategies.
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spelling doaj-art-8a435b2c5ee048f9bd07d5dfa2941a0e2025-08-19T22:34:42ZengMDPI AGSafety2313-576X2022-09-01836310.3390/safety8030063Nudges-Based Design Method for Adaptive HMI to Improve Driving SafetyAndrea Generosi0Silvia Ceccacci1Buse Tezçi2Roberto Montanari3Maura Mengoni4Department of Industrial Engineering and Mathematical Sciences, Polytechnic University of Marche, 60131 Ancona, AN, ItalyDepartment of Industrial Engineering and Mathematical Sciences, Polytechnic University of Marche, 60131 Ancona, AN, ItalyRe:Lab Srl, 42122 Reggio Emilia, RE, ItalyRe:Lab Srl, 42122 Reggio Emilia, RE, ItalyDepartment of Industrial Engineering and Mathematical Sciences, Polytechnic University of Marche, 60131 Ancona, AN, ItalyThis study introduces a new operational tool based on the AEIOU observational framework to support the design of adaptive human machine interfaces (HMIs) that aim to modify people’s behavior and support people’s choices, to improve safety using emotional regulation techniques, through the management of environmental characteristics (e.g., temperature and illumination), according to an approach based on the nudging concept within a design thinking process. The proposed approach focuses on research in the field of behavioral psychology that has studied the correlations between human emotions and driving behavior, pushing towards the elicitation of those emotions judged to be most suitable for safe driving. The main objective is to support the ideation of scenarios and/or design features for adaptive HMIs to implement a nudging strategy to increase driving safety. At the end, the results from a collaborative workshop, organized as a case study to collect concept ideas in the context of sports cars, will be shown and evaluated to highlight the validity of the proposed methodology, but also the limitations due to the requirement of prototypes to evaluate the actual effectiveness of the presented nudging strategies.https://www.mdpi.com/2313-576X/8/3/63nudgeadaptive HMIautomotiveaffective computingdriving safetyemotion regulation
spellingShingle Andrea Generosi
Silvia Ceccacci
Buse Tezçi
Roberto Montanari
Maura Mengoni
Nudges-Based Design Method for Adaptive HMI to Improve Driving Safety
nudge
adaptive HMI
automotive
affective computing
driving safety
emotion regulation
title Nudges-Based Design Method for Adaptive HMI to Improve Driving Safety
title_full Nudges-Based Design Method for Adaptive HMI to Improve Driving Safety
title_fullStr Nudges-Based Design Method for Adaptive HMI to Improve Driving Safety
title_full_unstemmed Nudges-Based Design Method for Adaptive HMI to Improve Driving Safety
title_short Nudges-Based Design Method for Adaptive HMI to Improve Driving Safety
title_sort nudges based design method for adaptive hmi to improve driving safety
topic nudge
adaptive HMI
automotive
affective computing
driving safety
emotion regulation
url https://www.mdpi.com/2313-576X/8/3/63
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AT robertomontanari nudgesbaseddesignmethodforadaptivehmitoimprovedrivingsafety
AT mauramengoni nudgesbaseddesignmethodforadaptivehmitoimprovedrivingsafety