Data Lab
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July 19, 2024
Finding a job has gotten harder, especially for jobs that require a bachelor’s degree
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September 6, 2023
Today at Work: Promotion impact analysis
by Ben Hanowell
In the September issue of Today at Work, we examined employee motivation and commitment to their employer. My colleagues Dr. Mary Hayes and Jared Northup developed a tool – the EMC Index – to measure those aspects of worker sentiment, a project described ...
![](https://www.adpri.org/wp-content/uploads/2023/10/Survey-sample-image_Oct2023.jpg)
![](https://www.adpri.org/wp-content/uploads/2023/10/Survey-sample-image_Oct2023.jpg)
September 6, 2023
How ADPRI constructed the Employee Motivation and Commitment Index
by Mary Hayes, Ph.D. • Jared Northup
For nearly a decade, ADPRI has been collecting granular data on individual workers from a stratified random sample of people worldwide. In surveys of more than 490,000 workers in 29 countries, respondents have shared their feelings about their jobs, their colleagues, their organizations, their pay, their leaders, and many other workplace issues.
Our study reaches knowledge ...
![A line chart showing that the HR staffing ratio rose between 2018 and April 2023](https://www.adpri.org/wp-content/uploads/2023/07/hr-staffing-on-the-rise.png)
![A line chart showing that the HR staffing ratio rose between 2018 and April 2023](https://www.adpri.org/wp-content/uploads/2023/07/hr-staffing-on-the-rise.png)
August 9, 2023
HR: How much is too much — or too little?
by Jeff Nezaj
![Architecture of a transformer built by ADP Research Institute that predicts wage percentiles from job title. Model not used in any ADP product.](https://www.adpri.org/wp-content/uploads/2023/06/202304_job-titles-transformer-architecture.gif)
![Architecture of a transformer built by ADP Research Institute that predicts wage percentiles from job title. Model not used in any ADP product.](https://www.adpri.org/wp-content/uploads/2023/06/202304_job-titles-transformer-architecture.gif)
June 29, 2023
When using AI to predict pay, context matters
by Tim Decker • Ben Hanowell
![](https://www.adpri.org/wp-content/uploads/2023/05/fig_3A.gif)
![](https://www.adpri.org/wp-content/uploads/2023/05/fig_3A.gif)
May 23, 2023
Domestic offshoring: How housing costs are sorting work across U.S. cities
![](https://www.adpri.org/wp-content/uploads/2023/05/cnc-chart-snapshot.png)
![](https://www.adpri.org/wp-content/uploads/2023/05/cnc-chart-snapshot.png)
May 23, 2023
Domestic offshoring: A city-by-city analysis
January 17, 2023
MainStreet Macro: Minimum wages are rising. But is it enough?
![](https://www.adpri.org/wp-content/uploads/2021/11/TGR_blog-200-x-200-px.png)
November 4, 2021