Data Lab

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The EMC Index, which tracks how people think and feel about their jobs, delivered its largest-ever monthly increase in September to approach a record high.

September 17, 2024

Employee sentiment rose in September

The Employee Motivation and Commitment Index, which tracks how people think and feel about their jobs, rose 23 points in September, sending the index to a near-record high.
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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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ADPRI’s EMC Index, which tracks how people think and feel about their jobs, rose to a record high of 138 in June.
ADPRI’s EMC Index, which tracks how people think and feel about their jobs, rose to a record high of 138 in June.

June 18, 2024

Employee sentiment rose to record high in June

by Mary Hayes, Ph.D.Jared Northup

ADPRI’s EMC Index, which tracks how people think and feel about their jobs, rose to a record high of 138 in June.
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A line chart showing an ominous downward trend... what could it mean for software developers? Meant to be a featured image for a post.
A line chart showing an ominous downward trend... what could it mean for software developers? Meant to be a featured image for a post.

June 17, 2024

The rise—and fall—of the software developer

by Jeff Nezaj

Since the rise of the internet, software developers have commanded big salaries and valuable perks. But something has shifted since the pandemic.
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It’s almost summer! Who’s hiring and who’s paying? Data Lab digs into the state of young workers this season.
It’s almost summer! Who’s hiring and who’s paying? Data Lab digs into the state of young workers this season.

June 12, 2024

Lazy days? Not this summer

by Liv Wang

Lazy days? Not for young workers this summer. Hiring is up and pay is strong. To celebrate the season, here are some new numbers from Data Lab.
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Chart showing that workers in Latin America are more likely to think that AI will help them in the workplace than in other regions.
Chart showing that workers in Latin America are more likely to think that AI will help them in the workplace than in other regions.

June 10, 2024

Most workers think AI will affect their jobs. They disagree on how.

by Ben HanowellNela Richardson, Ph.D.

The ADP Research Institute survey asked nearly 35,000 private-sector workers in 18 countries what role they think AI will play in their work over the next few years.
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June 10, 2024

Linking generative AI exposure to worker sentiment: It’s complicated

by Ben Hanowell

We use a global survey to examine whether remote workers in industries highly-exposed to generative AI are nervous about it.
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