Category Archives: employment

Even Before the Recession, Employment Was Slowing

Quarterly Census of Employment and Wages data show the divergence from the establishment survey measurment of total employment in the months before the peak.

Figure 1: Year-on-year growth rate in nonfarm payroll employment from establishment survey (red), from Quarterly Census of Employment and Wages (blue), both calculated as 12 month log differences. Source: BLS, author’s calculations.

NBER identified peak is 2020M02.

Continued Recovery in June (II)

ADP releases its figure for private nonfarm payroll. Bloomberg consensus is for BLS is for an increase.

The obvious question: will July register an increase, as restrictions are re-instituted?

Interpreting the unemployment numbers

The Bureau of Labor Statistics announced Friday that 2.5 million more Americans were working in May than in April. That’s the biggest monthly increase since 1946, both in terms of the number of workers and as a percentage of the workforce. The unemployment rate dropped from 14.7% in April to 13.3% in May, the biggest monthly drop since 1950. All this is very good news. But there are also indications that we are in a deeper hole than the headline numbers suggest. Here I explain why I believe the true unemployment rate in May was a number more like 19.8%.
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Business Cycle Indicators, April 6, 2020

Five key indicators followed by the NBER BCDC, as of today:

Figure 1: Nonfarm payroll employment (blue), industrial production (red), personal income excluding transfers in Ch.2012$ (green), manufacturing and trade sales in Ch.2012$ (black), and monthly GDP in Ch.2012$ (pink), all log normalized to 2019M01=0.  Manufacturing and trade sales for February assumed to be at stochastic trend for 2018-2020M01. Source: BLS, Federal Reserve, BEA, via FRED, Macroeconomic Advisers (3/26 release), and author’s calculations.