February’s headline unemployment rate was portrayed as 7.7%, down from 7.9% in January. The dip was accompanied by huzzahs in the news media claiming the improvement to be “outstanding” and “amazing.” But if you account for the people who are excluded from that number—such as “discouraged workers” no longer looking for a job, involuntary part-time workers and others who are “marginally attached” to the labor force—then the real unemployment rate is somewhere between 14% and 15%.

Other numbers reported by the Bureau of Labor Statistics have deteriorated. The 236,000 net new jobs added to the economy in February is misleading—the gross number of new jobs included 340,000 in the part-time, low wage category. Many of the so-called net new jobs are second or third jobs going to people who are already working, rather than going to those who are unemployed.

The number of Americans unemployed for six months or longer went up by 89,000 in February to a total of 4.8 million. The average duration of unemployment rose to 36.9 weeks, up from 35.3 weeks in January. The labor-force participation rate, which measures the percentage of working-age people in the workforce, also dropped to 63.5%, the lowest in 30 years. The average workweek is a low 34.5 hours thanks to employers shortening workers’ hours or asking employees to take unpaid leave. …

Just to absorb the workforce’s new entrants, the U.S. economy needs to add 1.8 million to three million new jobs every year. At the current rate, it will be seven years before the jobs lost in the Great Recession are restored. Employers will need to make at least 300,000 hires every month to recover the ground that has been lost.