In this article, the questions why scientific misconduct has become a subject of criminological research and how scientific misconduct relates to a production-oriented academic culture are examined. It is argued that the current academic career path produces an anomic academic culture. The authors further examine the slippery notion of the term ‘scientific misconduct’ and conclude that questions about the prevalence or increase of scientific misconduct are hardly answerable. They also point at a number of undesirable side-effects of the emerging culture of distrust and control in academia, amongst which socially disengaged, highly predictable and little innovative research. They end with a plea to recapture a truly academic culture.