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October 30, 2025

How representative is ADP employment data?

Private-sector data is taking on greater importance as a measure of the economy. As its influence grows, it’s essential to understand the size, scope, and representation of these data sets.
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April 27, 2021

The Definitive Series: Response Scales Across Countries

by Dr. Frances Chumney, Dr. Mary Hayes

This report describes our method of standardizing responses across varying cultures, languages, and countries, in order to draw insights and understandings that are valid and backed by data.
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April 27, 2021

The Definitive Series: Response Scales Across Countries

by Dr. Frances Chumney, Dr. Mary Hayes

A cross-national study is an exciting opportunity to study phenomena across countries, cultures, and languages. In the world of corporate research on employee experiences (e.g., employee engagement, satisfaction, wellbeing, etc.), cross-national research can provide compelling insights into the similarities and differences between groups of people and help leaders better understand how to tailor approaches to ...

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April 27, 2021

Cross-Country Response Scales Standardization Approach

by Dr. Frances Chumney, Dr. Mary Hayes

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