The digital transformation of the business environment and its impact on firm performance is of
central interest in economics and management. However it is still an open question how firms
should optimally align their business models and strategies for the digital era. Daniel
Wittenstein investigates this question by generating novel insights from hidden champions and
by developing a machine learning-based approach for measuring firm-level digitalization.