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The driving simulator was implemented through the Unity game engine; a large street environment, including high-speed and urban sections, was created to examine different driving behaviors. The hardware setup included a gaming driving seat, equipped with a steering wheel and pedals; the virtual scenarios were displayed through an Oculus Rift headset to guarantee an immersive experience. Haptic stimulation (i.e., vibrations) was delivered to the driver through the accelerator pedal, while visual stimuli (i.e., icons and colors) were shown on a virtual head-up display. The sensory feedbacks were presented both alone and in combination, providing information about excessive acceleration and speed. Four different virtual scenarios, each one including a distracting element (i.e., navigator, rain, call, and traffic), were also created. Ten participants tested the simulator. Fuel consumption was evaluated by calculating a mean power index (MPI) in reference to the sensory feedback presentation; physiological reactions and responses to a usability survey were also collected. The results revealed that the haptic and visuo-haptic feedback were responsible for an MPI reduction, respectively, for 14% and 11% compared with a condition of no feedback presentation; while visual feedback alone resulted in an MPI increase of 11%. The efficacy of haptic feedback was also accompanied by a more relaxing physiological state of the users, compared with the visual stimulation. The system\u2019s usability was adequate, although haptic stimuli were rated slightly more intrusive than the visual ones. Overall, these preliminary results highlight how promising the use of the haptic channel can be in communicating and guiding the driver toward a more eco-sustainable behavior.<\/jats:p>","DOI":"10.1007\/s10055-021-00499-1","type":"journal-article","created":{"date-parts":[[2021,1,15]],"date-time":"2021-01-15T09:03:26Z","timestamp":1610701406000},"page":"945-959","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":18,"title":["Promoting eco-driving behavior through multisensory stimulation: a preliminary study on the use of visual and haptic feedback in a virtual reality driving simulator"],"prefix":"10.1007","volume":"25","author":[{"given":"Andrea","family":"Pietra","sequence":"first","affiliation":[]},{"given":"Marina","family":"Vazquez Rull","sequence":"additional","affiliation":[]},{"given":"Roberta","family":"Etzi","sequence":"additional","affiliation":[]},{"given":"Alberto","family":"Gallace","sequence":"additional","affiliation":[]},{"given":"Giulia Wally","family":"Scurati","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8951-8807","authenticated-orcid":false,"given":"Francesco","family":"Ferrise","sequence":"additional","affiliation":[]},{"given":"Monica","family":"Bordegoni","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,1,15]]},"reference":[{"issue":"2","key":"499_CR1","doi-asserted-by":"publisher","first-page":"762","DOI":"10.1016\/j.enpol.2009.10.021","volume":"38","author":"JN Barkenbus","year":"2010","unstructured":"Barkenbus JN (2010) Eco-driving: an overlooked climate change initiative. 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