Bizarrely, those who use Kikkoman-brand soy sauce were also found to be wealthy, followed by HP printers and faxes, the AT&T phone network, Samsung TVs, Cascade Complete dishwasher detergent and Ziploc bags.
"Knowing whether someone owns an iPad in 2016 allows us to guess correctly whether the person is in the top or bottom income quartile 69 per cent of the time," the researchers wrote.
"Across all years in our data, no individual brand is as predictive of being high-income as owning an Apple iPhone in 2016."
The study also found certain behaviours and products were also closely related to wealth, including travelling within the US, owning a passport and having Bluetooth in a vehicle.
Heated car seats were another big indicator, followed by the ownership of dishwasher detergents and dishwashers in general, belonging to a frequent flyer club and travelling outside the US, as well as indulging in internet shopping for both goods and plane tickets.
The study also compared the top indicators of wealth in 2016 to those from 2004 and 1992, which offered some fascinating insights — and proving that time (and tastes) have changed over the years.
For example, in 2004, buying a new car and using Land O'Lakes regular butter implied you were well off, while in 1992 it was owning an automatic dishwasher and buying Grey Poupon Dijon mustard that meant you were among the elite.