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December 11, 2025
The disappearing annual bonus
Bonuses have become less common since 2021.
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November 20, 2025
The gig economy: A tale of two labor markets
by Łukasz Below
Contingent work goes well beyond the stereotypes. And we found one group of on-demand entrepreneurs who do far better than others when it comes to pay and opportunities.
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November 6, 2025
The democratization of long-distance work
by Issi Romem, Ph.D. • Łukasz Below
What once was mostly a big-company edge is now a broader market norm.
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October 30, 2025
How representative is ADP employment data?
by Erik Brynjolfsson, Ph.D. and Nela Richardson, Ph.D.
Private-sector data is taking on greater importance as a measure of the economy. As its influence grows, it’s essential to understand the size, scope, and representation of these data sets.
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October 9, 2025
Are teams getting bigger?
by Ben Hanowell
Despite recent talk of managerial staffing cuts, the average team size hasn’t grown much, even in tech.
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September 10, 2025
Bias in data
by Tim Decker
Bias is found wherever measurements are made and wherever people apply judgments. It’s an intrinsic part of the data landscape.
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September 9, 2025
The building trades: Five new facts
by Jeff Nezaj
When ADP Research examined five-year trends in demand, employment growth, pay, and demographics for the skilled builder trades, we came away with five important findings.
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February 13, 2025
LA wildfires: Lost hours and fewer paychecks
by Issi Romem, Ph.D. • Łukasz Below • Tim Decker • Liv Wang
As houses burned and businesses shuttered, the Palisades and Eaton fires also inflicted pain on workers.
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