Canaries Dashboard: Employment in AI-exposed occupations shrank in September
Early-career workers continued to lose ground.
Nela Richardson, Ph.D.
October 21, 2026
Featured research
Explore our research
Employee sentiment rose in November
Information has experienced a considerable slump since July.
Mary Hayes, Ph.D. • Jared Northup
November 21, 2023
Employers and student debt
Student loan payments are back. Here’s why employers need to pay attention.
Mary Hayes, Ph.D.
November 14, 2023
How we investigated the impact of student loans
With interest on student loan debt again accruing, we added new items to our monthly survey.
Mary Hayes, Ph.D. • Jared Northup
November 14, 2023
The growing prevalence of cross-metropolitan work
The normalization of remote work during the pandemic took the phenomenon to a whole new level.
Issi Romem, Ph.D.
November 8, 2023
Gender differences in employee sentiment
The EMC Index shows differences between men and women.
Mary Hayes, Ph.D. • Jared Northup
October 25, 2023
An industry dive into employee sentiment
What does the EMC Index tell us about industries?
Mary Hayes, Ph.D. • Jared Northup
October 25, 2023
An industry dive into the EMC Index
We use our EMC Index to dive deep into how employee motivation and commitment vary by industry.
Mary Hayes, Ph.D. • Jared Northup
October 25, 2023
Employee sentiment improved in October
The EMC Index rose for the first time since June.
Mary Hayes, Ph.D. • Jared Northup
October 24, 2023
Measuring employee success in more ways than one
We have some surprising findings on promotions, and a new measure of worker sentiment.
ADP Research Team
September 7, 2023