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Addressing Demographic Pay Gaps with Data-driven Solutions
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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.

Read the full feature

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At PayAnalytics we write in-depth articles and guides on all things pay equity, DEI, and workforce analytics. Visit our resources page for the full overview. In our newsroom you can find the latest news on the company and related content.

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Italy: Pay equity and transparency requirements and EU Directive transposition activity

View of an Italian flag over the city of Rome.

In 2021, Italy introduced robust pay equity reporting requirements for many employers. While it’s likely that the nation will build on this system to transpose the EU Pay Transparency Directive, specific legislation has yet to emerge. This article covers the existing reporting requirements and transposition activity to date.

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Workers’ Councils: How PayAnalytics by beqom Helps to Secure Employee Rights

Three women and a man in a conference room in the middle of a work meeting.

Discover how PayAnalytics by beqom empowers HR and workers' councils to simplify EU Pay Transparency compliance, conduct objective pay assessments, and drive true pay equity.

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Slovakia takes action on EU Pay Transparency Directive

Flag of Slovakia on a street facade.

On September 19th, 2025, Slovakia introduced draft legislation to transpose the EU Pay Transparency Directive. This legislation would introduce a new law about pay transparency, as well as amending several pieces of existing legislation. The proposed changes closely track the requirements spelled out in the EU Directive and would take effect on June 1st, 2026.

Learn more about Slovakia's approach