President Barack Obama vowed Wednesday to focus his final three years in office on income inequality in the U.S., calling for an increase in the federal minimum wage and defending the government's role in boosting economic mobility.

"I take this personally," Mr. Obama said at a speech hosted by a think tank closely aligned to the White House, noting that members of his family have benefited from government programs.

It...