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Free AccessMNI INTERVIEW: Fed Model Predicts Dec Payrolls As High As +1M
U.S. employers may have added as many as 1 million jobs in December , according to a real time labor market index that has forecast official payrolls reports "reasonably well" over the pandemic, Federal Reserve Bank of St. Louis economist Max Dvorkin told MNI, though he cautioned that another version of the model predicts a much lower jobs gain.
The bank's Coincident Employment Index, using weekly employment data from workplace software maker Ultimate Kronos Group, predicts 1,083,000 jobs were added last month despite restrictions to curb the record winter spike in coronavirus cases, far more than the median market estimate of just 73,000.
"This particular measure is showing very strong employment growth," Dvorkin said.
But another version of the St. Louis Fed model using daily data from time-tracker software provider Homebase is looking for a much lower 80,000 in payrolls growth.
That unusual divergence between the two models may be signaling that "medium and large firms are seeing a bit stronger job creation in the last couple of months than smaller firms," though that has yet to be substantiated by official Bureau of Labor Statistics data, he said.
Homebase users tend to be smaller firms concentrated in retail, food and accommodation services -- sectors most impacted by the pandemic. Ultimate Kronos Group's thousands of clients are more representative in terms of size and industries and its employment index has performed "a bit better" in recent months.
Source: Ultimate Kronos Group and author's calculations. Max Dvorkin - Federal Reserve Bank of St. Louis
Over the past eight months, "these two measures were more or less correct" in anticipating official jobs numbers, with the exception of August and September, when they missed, Dvorkin said. The staff continue to refine the model in an attempt to understand how the labor market is evolving.
The model estimates correspond to the BLS's Household Survey, which includes self-employed workers. The official jobs report payrolls count relies on the Establishment Survey, which does not.
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