How to Leverage Performance Evaluations and NLP for Corporate Culture Insight
Marius Leckelt Gianna Pfiffner

We demonstrate how Natural Language Processing can be used to discover actionable insights from untapped sources, such as unstructured text from performance evaluations. Our use case leverages N = 80k managers’ free text performance feedbacks that unravel key topics related to corporate culture. Our approach allows creating data-based evidence for how culture is being lived in the organisation.

This session will explore:

  • From unstructured text data to key topics
  • How to find evidence for corporate culture in performance evaluations.

Learning outcomes:

  • Awareness and inspiration to use free text from performance management
  • Concrete example of how to use NLP to get insights for corporate culture.