THE Toyota Research Institute (TRI) has revealed new research showing how behavioural science can play a major role in improving electric vehicle (EV) charging habits, ultimately cutting carbon emissions more effectively.
The studies, carried out in both the United States and Japan, tested a prototype app called ChargeMinder, designed by TRI’s Human-Centred Artificial Intelligence division.
Instead of relying purely on technology, the research highlighted how subtle behavioural nudges can change the way people interact with their vehicles. In the US, plug-in hybrid (PHEV) drivers increased their charging frequency by around 10% thanks to targeted interventions.
Meanwhile, in Japan, both PHEV and battery electric vehicle (BEV) users shifted a significant portion of their charging to hours with the highest renewable energy supply – nearly 59% more than before – which translated to about 30 minutes of extra daytime charging per vehicle each day.









