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Predictive People Analytics (PPA) is a transformative initiative led by the economists at the Chair for Organizational Economics at Ludwig-Maximilians University in Munich.

We aim to bring together academic researchers and firms to
generate insights and develop innovative solutions for people management by leveraging big data and state-of-the-art empirical methods.

Research Areas

Modern technologies transform people analytics in firms. Digitization enables organizations to collect, link, harmonize, and analyze internal data to make informed decisions and optimize workforce strategies, leading to effective and evidence-based firm practices.


Does your organization want to stay ahead of the curve in managing their workforce?


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Upcoming Events

Fair Pay & Gender Diversity: Analyses, Trends und Success Stories
The PPA Nuggets are a series of events organized by hkp/// group and the Predictive People Analytics (PPA), supported by the ifo Institute. The intention is to build bridges between science and practice in questions of data-driven HR management.
26. Juni, 15:00 – 16:30

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Contact us

Tel. +49 89 2180 5642

Fax. +49 89 2180 99 5643

Kaulbachstraße 45, 
80539 Munich Germany

Our partners

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