The NAEP is an interesting example because the agencies responsible for it have wrestled for years with the problem of adding meaning to scale scores and have devised quite a variety of approaches. One, of course, has been to layer performance standards (“achievement levels”) on top of the scale. But many of the approaches for giving the NAEP scores meaning rely on normative information. For example, normative data are key to making sense of NAEP’s much publicized comparisons among states. How is the commissioner of education in Minnesota to know whether that state’s mean scale score of 290 is
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