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October 30, 2025

How representative is ADP employment data?

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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The EMC Index, which tracks how people think and feel about their jobs, lost ground in October for the second month. Only three sectors showed improvement.
The EMC Index, which tracks how people think and feel about their jobs, lost ground in October for the second month. Only three sectors showed improvement.
EMC Index

October 21, 2025

Employee sentiment weakened in October

by Mary Hayes, Ph.D. • Jared Northup

The ADP Research Employee Motivation and Commitment Index, which tracks how people think and feel about their jobs, lost ground in October for the second month. Only three sectors showed improvement.
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AI isn’t just changing work. It might be changing workers. Our latest research finds that frequent use of the technology aligns with differences in how people think and feel about their jobs.
AI isn’t just changing work. It might be changing workers. Our latest research finds that frequent use of the technology aligns with differences in how people think and feel about their jobs.
Worker sentiment AI/ML

October 15, 2025

AI isn’t just changing work. It might be changing workers.

by Mary Hayes, Ph.D. • Jared Northup

AI isn’t just changing work. It might be changing workers. Our latest research finds that frequent use of the technology aligns with differences in how people think and feel about their jobs.
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Employment

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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The EMC Index, which tracks how people think and feel about their jobs, shed a point in September after four months of record highs.
The EMC Index, which tracks how people think and feel about their jobs, shed a point in September after four months of record highs.
EMC Index

September 16, 2025

Employee sentiment dipped in September

by Mary Hayes, Ph.D. • Jared Northup

The EMC Index remained steady in September after a run of record highs. Sentiment weakened among workers in manufacturing, health care, and information.
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Stylized image of a hand manually "biasing" a pair of line charts
Employment Methods

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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Stylistic image of a person walking up a ladder in front of an A/C unit with money blowing out of it
Stylistic image of a person walking up a ladder in front of an A/C unit with money blowing out of it
Hiring Wages

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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The EMC Index, which tracks how people think and feel about their jobs, hit a fourth consecutive record in August, rising 2 points to 149.
The EMC Index, which tracks how people think and feel about their jobs, hit a fourth consecutive record in August, rising 2 points to 149.
EMC Index

August 19, 2025

Employee sentiment climbs to fourth consecutive record

by Mary Hayes, Ph.D. • Jared Northup

The EMC Index, which tracks how people think and feel about their jobs, hit a fourth consecutive record in August, rising 2 points to 149. Finance and insurance maintained its momentum for the fifth straight month.
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