Homeowners in some of the country’s wealthiest suburbs are among those who have piled on too much debt, borrowing more than five times their household incomes to buy a house, amid surging prices, analysis by Digital Finance Analytics shows.

Families in the middle ring suburbs and those who bought homes in coastal locations have also overstretched their finances, leaving little wiggle room for contingencies.