Still, once the youthful Americans coping with debt and high unemployment finally emerge from under those loads, that group should take the lead in a housing recovery, said Palacios.

"Once you start seeing that segment of the population start jumping into the home-purchase choice, it'll be a good indication of normality returning to the market," he said.

For her part, Schenck, the pharmacy PhD who is now living in Waterford, Pennsylvania, and working as a pharmacy manager for a grocery chain, still wants to buy at some point. She's trying to build enough savings for a larger down payment, to increase her chances of getting a mortgage.

"I haven't given up hope of one day owning my own home," said. Still, "the dream feels like it's farther out of reach than I ever thought it would be."

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