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Data Lab

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This chart says something, but it’s not what you think.

August 28, 2024

The correlation between bad practices and spuriousness

People today have access to more data than ever before, and correlations can be a useful way to identify relationships. What follows is a lesson in how to get them wrong.
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Development

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
Employment Geographic trends Hiring Workforce development

June 24, 2024

You’ve graduated. Now what?

by Sam Adieze • Ben 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.
EMC Index

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.
Employment Geographic trends

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.
Hiring Employment Wages

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.
AI/ML Demographic trends Worker sentiment Workforce development

June 10, 2024

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

by Ben Hanowell • Nela 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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Worker sentiment AI/ML

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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Geographic trends

May 22, 2024

Long-distance work and compensation

by Issi Romem, Ph.D.

Long-distance work didn’t begin with the coronavirus lockdown; people were collaborating between offices well before then.
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