That sounds sensible, however I didn’t find any data to back up that assertion.
I did find “Higher-income people have more credit card debt, as do people who own their own homes.” which hints that you might be stating something incorrectly, or our definitions differ. Source text seems credible: https://www.moneycrashers.com/average-credit-card-debt-ameri...