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Samuel Muehlemann

@sammuehlemann

Professor of Human Resource Education and Development @ LMU Munich https://sam-muehlemann.github.io

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06.02.2026
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Latest posts by Samuel Muehlemann @sammuehlemann

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Artificial intelligence adoption and workplace training As artificial intelligence (AI) reshapes business processes, firms must adapt their training strategies to cultivate a skilled workforce. Using German…

What changes when firms adopt AI? Using German establishment data, AI adoption tracks with expanding apprenticeships among training firms and a shift in training toward higher-skill roles—but no clear links to wages, hires, or separations.
#AI #Training #Apprenticeships #VET #FutureOfWork

09.02.2026 08:30 👍 1 🔁 0 💬 0 📌 0

Works councils (Betriebsräte) in Germany are less often involved in apprenticeship training than many assume—and this is linked to differences in training outcomes.
👉 our recent publication in the British Journal of Industrial Relations (open-access): onlinelibrary.wiley.com/doi/10.1111/...

06.02.2026 12:54 👍 2 🔁 0 💬 0 📌 0