This paper describes various problems which may occur in quantitative research evaluation. It is shown that problems already
arise when trying to define such seemingly simple scientometric elements as “personnel” or “budget”. This has major consequences
on the construction of indicators. Furthermore, it is demonstrated that different data sources as well as different data and
indicators result in different, sometimes even contradicting outcomes.