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"Alito is superb on all the measures of qualifications.
In other words, it would have to show that it would likely lose to minority plaintiffs because the test was not job-related and there were other more effective and less harmful measures of qualifications.
Although most of us believe tests and other performance indicators to be accurate measures of qualifications, the truth is they often can be ridden with subtle bias.
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When asked, test makers will acknowledge that standardized tests should not be used as the sole measure of qualifications in high-stakes decisions, or that they should not be used to establish cutoff scores.
As Table 3 presents, when education, party membership, and years of work experience were used as measures of certifiable qualifications, the group of respondents who solely used the informal channel displayed no significant advantage in certifiable qualifications.
From these categories, three one-zero dummy variable measures of educational qualifications were constructed: VET certificate III or IV, Advanced VET diploma, University degree (which includes bachelor degrees and post-graduate qualifications).
Second, these differences are not captured by common measures of teacher qualifications (E.A. Hanushek, Teacher quality, in: L.T. Izumi, W.M. Evers (Eds)., Teacher Quality, Hoover Press, Palo Alto, CA, 2002, pp. 1 12).
In Table 1, we present summary statistics for the individual-level UCOP data and its measures of student qualifications by race and for applicants, admits, enrollees and graduates for campuses in the UC system, pre- and post-Prop 2096.
Third, the use of results of a national examination is a reliable, transparent and valid measure of candidates' qualifications for jobs and residency programs' application.
Also, a measure of the qualification structure (1 = employment workers without formal vocational qualification, 0 = no employment of workers without formal qualification) is included in the estimates.
In such a subjective field, with no objective measures of competency or qualification ahead of whether viewers actually watch the end product, millions of people take a shot.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com