The current academic system rewards speed over quality and rankings over transparency, thus encouraging questionable research practices up to scientific fraud. As a result, the lack of reproducibility of scientific results in numerous disciplines is alarmingly high. In this lecture I will give some recent examples of studies that show indications of being fabricated or otherwise unreliable. I will then describe some methods to identify problematic studies and outline strategies how to improve matters.