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Margrét V. Bjarnadóttir, David Anderson and David Gaddis Ross

How to use use People Analytics to Build an Equitable Workplace

Harvard Business Review just published this article, which is written by two of PayAnalytics' founders, Professors Margrét Bjarnadóttir and David Anderson, along with Professor David Gaddis Ross. It discusses how automation is changing HR and what we need to be aware of when applying Automation and AI in People Analytics.

Read the article here

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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.

Training leaders and managers on pay equity and transparency

Woman in an office setting.

Like any investment, pay equity work needs to be protected and future-proofed. Good policies and tools are a start. But to sustain fair pay decades into the future, the organization’s leaders and managers need to be trained on pay equity and pay transparency principles and practices. This article discusses what this training should cover and gives a few considerations for its delivery.

How to train leaders and managers for pay equity

Finland – EU Directive draft legislation and current pay gap reporting requirements

Finnish flag on a blue sky.

On May 16, 2025, Finland’s government working group published draft legislation that would constitute a full transposition of the EU Pay Transparency Directive by amending Finland’s existing Equality Act. This article outlines current pay equity reporting requirements in Finland, then looks at the draft legislation to transpose the EU Directive.

Get all the details about Finland's transposition

Building High Performers into Future Leaders

A man and a woman in a work setting.

High performers drive business impact and also attract other high performers – but what is the best way to spot them, retain them, and grow them into the future leaders of your organization?

Learn how to turn high performers into leaders