There’s a few sides to the Soviet shopping thing. Price controls in the USSR meant that the shopping experience was very different in general. You could afford everything, but anything unusual or desirable tended to sell out immediately.

Yes, it was pretty typical. People had money, but couldn’t spend it. Rents were super cheap as well. So cheap they didn’t even cover the maintenance costs of buildings.