Data Lab

FEATURED POST

November 20, 2024

The workforce that roared

Leisure and hospitality workers have emerged as pay winners since the pandemic.
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August 27, 2024

Gen Z prefers blue-collar jobs. Or does it? 

by Sam AdiezeBen Hanowell

College enrollment data suggests that Gen Z is moving toward the skilled trades. We took a look at the payroll data.
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August 21, 2024

The hottest U.S. labor markets

by Liv Wang

We found five cities with a good balance of pay increases, hiring, and new-hire wages.
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The EMC Index, which tracks how people think and feel about their jobs, showed a record decline in August, but remains above its two-year average.
The EMC Index, which tracks how people think and feel about their jobs, showed a record decline in August, but remains above its two-year average.

August 20, 2024

Employee sentiment fell sharply in August

by Mary Hayes, Ph.D.Jared Northup

The EMC Index, which tracks how people think and feel about their jobs, showed a record decline in August, but remains above its two-year average.
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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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The EMC Index, which tracks how people think and feel about their jobs, fell slightly in July from its record high.
The EMC Index, which tracks how people think and feel about their jobs, fell slightly in July from its record high.

July 16, 2024

Employee sentiment fell in July

by Mary Hayes, Ph.D.Jared Northup

Employee sentiment ebbed in July, led by a big drop among retail workers. But five other sectors hit all time highs.
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The percentage of workers who would rather be unemployed than unhappy decreases with age.
The percentage of workers who would rather be unemployed than unhappy decreases with age.

July 8, 2024

A job – or joy? Many Gen Z and young millennials would rather be unemployed than unhappy

by Mary Hayes, Ph.D.Jared Northup

What’s more important to workers today: being employed, or being happy? Our latest research investigates this question to understand what workers are currently prioritizing.
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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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Radar plot comparing four metros on wages, affordability, and hiring rate
Radar plot comparing four metros on wages, affordability, and hiring rate

June 24, 2024

You’ve graduated. Now what?

by Sam AdiezeBen Hanowell

When it comes to the combination of recent graduate wages, hiring, and affordability, we found big differences between metro areas. The highest-ranking metros might surprise you.
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