Dealing with Seasonality with 12 Month Changes: the QCEW

(If you’re wondering about estimating seasonals — and you might be right wonder — then here’s the alternative.) QCEW data are not reported on a seasonally adjusted basis, which makes comparison with the other regularly reported BLS series, based on surveys, difficult. One way to address this issue, while sacrificing a more current perspective, is to use 12 month changes. Here is the QCEW series compared against two others measures of nonfarm payroll growth.

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Employment Levels and Cumulative Changes: Tales from the QCEW

Quarterly Census of Employment and Wages data were released today. Recalling that some observers were claiming a recession occurred in 2022H1 (and/or 2022Q2) because household survey and QCEW employment numbers had flattened. With revised Q1 and Q2 data and new Q3 data, we have the following pictures of levels for nonfarm payroll employment and private nonfarm payroll employment.

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