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Working Paper

How Important are Composition Effects for Aggregate Wage Growth?

Previous studies have ascribed the modest procyclicality of average hourly earnings growth to composition bias. These studies argue that by placing more weight on low-skill workers during expansions than during recessions, average hourly earnings growth generates a downward bias in estimated cyclicality. This paper uses data from the Survey of Income and Program Participation to document that this downward bias is, instead, the consequence of an aggregation effect that involves a relative-earnings weighting of individual wage growths. We also find that the aggregation effect largely accounts for the lower level of average hourly earnings growth as compared to other aggregate wage growth measures.

Working Papers of the Federal Reserve Bank of Cleveland are preliminary materials circulated to stimulate discussion and critical comment on research in progress. They may not have been subject to the formal editorial review accorded official Federal Reserve Bank of Cleveland publications. The views expressed in this paper are those of the authors and do not represent the views of the Federal Reserve Bank of Cleveland or the Federal Reserve System.


Suggested Citation

Cline, Alexander, Robert W. Rich, and Joseph Tracy. 2026. “How Important are Composition Effects for Aggregate Wage Growth?” Federal Reserve Bank of Cleveland, Working Paper No. 22-22R. https://doi.org/10.26509/frbc-wp-202222r