We could look at the employment to population ratio instead, since that includes those not in the labor force. But that includes everyone over 16 and that means that senior citizens are in the group but many of them have retired. The more that retire, the lower this ratio would be and that might be misleading. It would not necessarily mean the labor market is weak.
But we have this ratio for people age 25-54 (which also eliminates college age people who might not be looking for work)
The percentage of 25-54 year olds employed is 78.4% for May. It was 78.6% in April. It is still below the 79.7% in December 2007 when the recession started. Click here to see the BLS data. The unemployment rate was 4.3% in May. Click here to go to that data.
Here is a good graph from the St. Louis Fed. It shows that there are about 125 million people in the 25-54 year old group. So since we are 1.3 percentage points below the 79.7% of December 2007, that is still 1.6 million fewer jobs (Hat tip: Vance Ginn of the Texas Public Policy Foundation).
Here is the timeline graph of the percentage of 25-54 year olds employed since 2007.
Here it is going all the way back to 1948
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