The massive increase in outstanding mortgage debt has been driven by two things: more people with active mortgages and mortgages that are (generally) larger.
Record-low mortgage interest rates allowed many buyers to increase their purchase prices — or take advantage of cash-out refinances — while maintaining similar monthly payments to what was available in the recent past with smaller loan sizes.