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Addressing Demographic Pay Gaps with Data-driven Solutions

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.

Doing business in New Jersey? You should know about the New Jersey Pay and Benefits Transparency Act (NJPBTA)

New Jersey, USA.

Ranked tenth among U.S. states by GDP and flanked by the even larger economies of New York and Pennsylvania, New Jersey boasts a sizable labor market. To support workers and job seekers by increasing pay transparency, the state passed the Pay and Benefit Transparency Act (NJPBTA) in September of 2024. The NJPBTA went into effect on June 1st, 2025.

Learn about pay transparency in New Jersey

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Discover how pay equity and transparency are transforming talent acquisition—and why the smartest companies are using them to win top candidates.

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Discover how a well-designed job architecture lays the foundation for pay equity, transparency, and trust within your organization.

Learn all about job architecture