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The usual way in which the media and politicians talk about race discrimination in the job market is to compare the percentage of Africans or Latins in a given occupation with the percentage of Europeans. This makes the situation look bad. The 2014–2018 American Community Survey found that Africans, at 13 percent of the population, accounted for only 3.6 percent of CEOs, 3.7 percent of physical scientists, 4.4 percent of civil engineers, 5.1 percent of physicians, and 5.2 percent of lawyers. Latin percentages in those prestigious occupations ranged from 5.3 to 7.6 percent, but Latins are almost 18 percent of the population, so their underrepresentation was nearly the same.

The law of 11 June 1842 establishing the French railroad system was passed in the same year as a train accident killed forty persons on the short line to Versailles. The controversial new legislation provided government guarantees to private investors, as well as state aid for the construction of a rail network radiating out from Paris. The law of 11 June also sparked a railway boom that attracted investors and was popular with the public. A second railway bill was passed in 1846, promising additional expansion. The father of the teenage artist Gustave Dore, for example, was a state- trained and -paid civil engineer assigned to survey the route of a future line between Lyon and Geneva. (...) ...during the 1840s writers such as George Sand began to predict that the commercial impact of the railroad would quickly destroy the local customs and traditions that still regulated the culture of most of rural France.

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pp. 87-88: The usual way in which the media and politicians talk about race discrimination in the job market is to compare the percentage of Africans or Latins in a given occupation with the percentage of Europeans. This makes the situation look bad. The 2014–2018 American Community Survey found that Africans, at 13 percent of the population, accounted for only 3.6 percent of CEOs, 3.7 percent of physical scientists, 4.4 percent of civil engineers, 5.1 percent of physicians, and 5.2 percent of lawyers. Latin percentages in those prestigious occupations ranged from 5.3 to 7.6 percent, but Latins are almost 18 percent of the population, so their underrepresentation was nearly the same. The picture flips when race differences in cognitive ability and job performance are taken into account. Africans and Latins get through the educational pipeline with preferential treatment in admissions to colleges and to professional programs. Their mean IQs in occupations across the range from unskilled to those requiring advanced degrees are substantially lower than the mean IQs for Europeans in the same occupations. Race differences in measures of on-the-job performance are commensurate with the differences in cognitive ability. I think it is fair to conclude that the American job market is indeed racially biased. A detached observer might even call it systemic racism. The American job market systemically discriminates in favor of racial minorities other than Asians.