This paper summarizes the work of Jean Cardinet around two major principles. The first one consists in the need for reliable and valid results to inform and found educational research. The second is concerned with how such results may be used to support decision making at all levels of an educational system. The paper concludes with an illustration of how Jean Cardinet’s work may provide insights for today’s issues and challenges.