The Obama administration is considering expanding its mortgage-refinancing programs to include borrowers whose mortgages aren't backed by the government and who owe more than their homes are worth, according to people familiar with the discussions.

Such a move would benefit borrowers and provide a boost to the economy by unleashing cash that homeowners could spend elsewhere. But one proposal being considered would also transfer potentially riskier loans held by private investors into the taxpayer-supported mortgage giants...