This article is concerned with the way that social statistics reflect particular views of the world, and focuses on the specific case of the Organization for Economic Cooperation and Development's program to develop a set of social indicators. Some illustrations of previous attempts to collect social indicators are given, but the bulk of the article discusses the series of contradictions which regulate the generation and use of statistics by governments, the principal one being between measures which play the ideological role of displaying economic and social "progress" and measures which are of direct use in social planning. This is discussed both for social indicators in general and for social concerns linked to the measurement of health. The article ends with an attempt to evaluate the future of the OECD program within the development of modern capitalism.