ADP Research argues its employment report represents U.S. employment

ADP Research argues its employment report represents U.S. employment

ADP Research published this note on October 30, 2025, arguing that its National Employment Report, after re-weighting payroll data, represents U.S. employment as measured by the QCEW. The report compares ADP’s administrative payroll data with the Bureau of Labor Statistics’ (BLS) employment data and the QCEW, which it describes as a nearly complete census of employment. ADP says its data better captures employment at small and medium establishments than the BLS survey and offers more frequent estimates than the BLS nonfarm payroll report and quarterly QCEW releases. It also says both ADP and BLS estimates are anchored to the QCEW, though their methods and the aspects of employment they measure differ. ADP’s data comes from a convenience sample of its clients, which the report says leans toward larger establishments and manufacturing; ADP says it adjusts the data using QCEW information on industry, state and employer size. The note concludes that combining the two series could inform public policy and business decisions. How well those adjustments represent employers and workers less represented in ADP’s client sample remains unknown.

Publication: 0ba82a6a-4ab8-154b-455e-ae5af67d505c

attribution — pass: The note is published by ADP Research on its own report, and the reading consistently attributes its claims to ADP Research or the report. The source also carries a bio of Erik Brynjolfsson, who contributes to the report; omitting him does not misattribute anything.

In this note, we examine one of these data series, the ADP National Employment Report for private-sector payrolls, to assess how well it represents the U.S. workforce.

summary — uncertain: Central terms are not explained, and the definitions list is empty. QCEW is never expanded as the Quarterly Census of Employment and Wages. Convenience sample, re-weighting and nonfarm payroll are also undefined. The reading omits a key plank of the argument: during the first half of 2025, BLS revisions moved its estimates toward ADP's, with BLS revised down about 488,000 jobs against ADP's net 2,000. It also omits the growth-bias correction. Smallest repair: expand and briefly explain QCEW and convenience sample, and add one sentence on the revision comparison.

revisions typically moved the BLS estimates closer to the ADP series during the first half of 2025.

date — pass: The reading gives October 30, 2025, which matches originalPublished at day precision. The source's in-text events (the October 28 pulse launch and the 2025 revisions) are consistent with that date. The reading uses no later content and no hindsight framing. This is a publisher page, so no archive disclosure is needed.

support — uncertain: The reading says combining the two series could inform public policy and business decisions. The source makes two separate points: together the series could form an informative portfolio, and the ADP report itself can support policy and business decision-making. The reading merges them, and the cited excerpt does not mention policy. Smallest repair: attribute the policy-use claim to the ADP report alone. The other claims are source-stated. The closing unknown is reasonable as an open question.

This powerful ability makes the ADP National Employment Report a timely and reliable gauge of private-sector employment that can be used to support public policy and business decision-making.

media — pass: No media was selected and no verified candidates were supplied, which is appropriate.