We seem to have turned the corner, but policymakers should not relax yet -- we still have a long way to go to get back to full employment:

Things Are Not O.K., by Paul Krugman, Commentary, NY Times: ...So, about that jobs report:... for once falling unemployment was the real thing, reflecting growing availability of jobs rather than workers dropping out of the labor force... That said, our economy remains deeply depressed. As the Economic Policy Institute points out,... even at January’s pace of job creation it would take us until 2019 to return to full employment.

And we should never forget that the persistence of high unemployment inflicts enormous, continuing damage on our economy and our society,... in particular,... that long-term unemployment ... means more Americans permanently alienated from the work force, more families exhausting their savings, and, not least, more of our fellow citizens losing hope.

So this encouraging employment report shouldn’t lead to any slackening in efforts to promote recovery. ... Policy makers should be doing everything they can to get us back to full employment as soon as possible.

Unfortunately, that’s not the way many people with influence on policy see it. Very early in this slump — basically, as soon as the threat of complete financial collapse began to recede — a significant number of people within the policy community began demanding an early end to efforts to support the economy. Some of their demands focused on the fiscal side, with calls for immediate austerity... But there have also been repeated demands that the Fed ... raise interest rates.

What’s the reasoning behind those demands? Well, it keeps changing. Sometimes it’s about the alleged risk of inflation... And the inflation hawks ... seem undeterred ... by the way the predicted explosion of inflation keeps not happening...

But there’s also a sort of freestanding opposition to low interest rates, a sense that there’s something wrong with cheap money and easy credit even in a desperately weak economy. I think of this as the urge to purge, after Andrew Mellon, Herbert Hoover’s Treasury secretary, who urged him to let liquidation run its course, to “purge the rottenness” that he believed afflicted America.

And every time we get a bit of good news, the purge-and-liquidate types pop up, saying that it’s time to stop focusing on job creation. ... And the sad truth is that the good jobs numbers have definitely made it less likely that the Fed will take the expansionary action it should.

So here’s what needs to be said about the latest numbers: yes, we’re doing a bit better, but no, things are not O.K. — not remotely O.K. This is still a terrible economy, and policy makers should be doing much more than they are to make it better.

I'm also worried that "Policymakers are Too Anxious to Reverse Course."