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Preparing for the EU Pay Transparency Directive | Download our E-book for free

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Addressing Demographic Pay Gaps with Data-driven Solutions | guest feature for insideBIGDATA

Dr. Margret Bjarnadottir (@mvilborg2) from @payanalytics recently wrote a guest feature for @insideBigData about addressing demographic #PayGaps with Data-driven Solutions.

Demographic pay gaps, including the gender pay gap, are the result of more complex factors than just a desire to minimize payroll expenses. They stem from unconscious biases and processes that are better suited to one group compared to another. And, as multiple executives have found out, good intentions and “mindfulness” are not enough to eliminate the gaps.


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Our newsletter covers topics like pay equity, compensation & benefits, DEI (diversity, equity and inclusion) and legislation changes as well as news on our company and software updates.

Fundamentals of Gender Pay Gap Calculations: Part 1

In addition to gender, pay gaps can be based on race, nationality, LGBTQ+ identity, or any other demographic factors. It’s important to know how to measure these pay gaps at your organization. Here, we discuss two measurement methods: mean/median calculation and regression analysis.

Pocket Guide: The EU Pay Transparency Directive

Consider this your quick-start guide to the EU Pay Transparency Directive. In this article, you'll learn more about what the Directive is, how it protects employees from pay discrimination, who it applies to, its pay transparency and pay equity requirements, equal pay for work of equal value, and other key concepts.

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