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In this paper I argue that the selection of appropriate statistical procedures is at best haphazard without a careful consideration of the consequences of one's research, and that significant distortions often will result when applied concerns are ignored. I advance the hypothesis that typical conceptions of basic research in sociology preclude the proper use of statistics. From this it follows that mainstream, quantitative sociology can begin to save itself only by taking seriously the question of applications. [ABSTRACT FROM AUTHOR]