FEATURED POST
September 10, 2025
Bias in data
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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July 24, 2025
The wage lifecycle is more complex than you think.
Yes, pay starts low in early adulthood, peaks in middle age, and tapers off in retirement. But in between is a lot of nuance.
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July 19, 2024
Finding a job has gotten harder, especially for jobs that require a bachelor’s degree
by Ben Hanowell
It’s getting more difficult for workers with college degrees to land a job that aligns with their education.
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July 7, 2024
Managerial promotion rates cool to their pre-pandemic level
by Ben Hanowell
We measure promotion trends using ADP data representing more than 50 million people working at more than 96,000 U.S. employers.
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September 6, 2023
Today at Work: Promotion impact analysis
by Ben Hanowell
Research questions and technical notes
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In the September issue of Today at Work, we examined employee motivation and commitment to their employer. My colleagues Dr. Mary Hayes and Jared Northup developed a tool – the EMC Index – to measure those aspects of worker sentiment, a project described ...
