The right data, not more data: Lessons from EFMD’s 2026 Masterclass

learning impact masterclass

Once learning is aligned with the business, how do we demonstrate its contribution to the results?

For many years, one of the principal challenges facing learning functions was showing how their portfolios aligned with their organisation’s strategy. Learning teams needed to move beyond reporting the programmes they delivered and explain how those programmes supported the priorities of the business.

Based on observations across organisations and the use cases developed during EFMD’s 2026 Learning Impact Masterclass, learning functions have progressed. Participants understood the business challenges their initiatives addressed and could explain why these initiatives mattered to their organisations.

This progress has brought the next challenge into sharper focus: gathering the right data to demonstrate learning’s contribution to business results.

More data does not necessarily mean better evidence

When asked to demonstrate impact, learning functions often respond by collecting more data. They add surveys, assessments, dashboards, and follow-up measures. Yet they may still struggle to tell a convincing story about the contribution learning has made.

Much of the data traditionally collected by learning functions focuses on the learning activity itself: participation, completion, satisfaction or knowledge acquired. These measures provide useful information about the quality of the learning experience, but they do not necessarily demonstrate whether learning contributed to an outcome that matters to the business.

The central lesson from this year’s Masterclass is that learning-impact maturity is not about collecting more data. It is about defining up front with the business the right data and ensuring that it can be collected.

This means agreeing, before designing the learning solution, what success looks like, the changes learning can realistically influence and the indicators to assess its contribution. It also means ensuring that the required data exists, that it can be accessed and that the relevant stakeholders are prepared to support its collection.

When the business co-defines impact measures, it will recognise the resulting evidence as credible and relevant.

Demonstrating contribution

Learning rarely produces a business result on its own. Organisational outcomes are also influenced by leadership, processes, incentives, resources and wider business conditions. Trying to prove that learning alone caused a result can lead to overly complex measurement or claims that the available evidence cannot support, and that the business does not recognise.

A more credible approach is to demonstrate contribution. Therefore, the learning function and its business stakeholders need to establish a shared understanding of the expected contribution from the outset. Measurement then becomes part of the design of the initiative, rather than an evaluation exercise added after delivery.

The next stage of learning-impact maturity

The challenge facing learning functions is evolving. Strategic alignment remains essential, but it is no longer enough to show that a learning portfolio supports the organisation’s ambitions. Learning functions must also work with the business to determine how their contribution will be recognised.

The most mature learning functions are not necessarily those collecting and reporting the most data. They are those that know which data matters, ensure that it can be collected and use it to engage with the business.

Where is your learning function on this journey? You may be able to demonstrate that your portfolio supports your organisation’s ambitions and still find it difficult to make its contribution visible.

The 2027 EFMD Learning Impact Masterclass will give participants the opportunity to explore this challenge through a real initiative from their organisation, exchange perspectives with peers and receive individual feedback on developing a credible impact case.

If your organisation is ready to move from strategic alignment to credible evidence of impact, we invite you to join us for the 2027 Learning Impact Masterclass.

The next Learning Impact Masterclass will be held from 27 April to 21 June 2027

The 2027 EFMD Masterclass on Learning Business Impact, 3rd edition, “How learning can drive business performance and personal growth,” will take place online from 27 April to 21 June 2027. To learn more,  please contact Khristina Ripak at khristina.ripak@efmdglobal.org  or Steven Smith at steven.smith@efmdglobal.org.

Masterclass

For additional insights, announcements and perspectives, visit the conversation on LIFT and Corporate Learning.

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