2019
DOI: 10.1073/pnas.1814646116
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Computer science skills across China, India, Russia, and the United States

Abstract: We assess and compare computer science skills among final-year computer science undergraduates (seniors) in four major economic and political powers that produce approximately half of the science, technology, engineering, and mathematics graduates in the world. We find that seniors in the United States substantially outperform seniors in China, India, and Russia by 0.76–0.88 SDs and score comparably with seniors in elite institutions in these countries. Seniors in elite institutions in the United States furthe… Show more

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Cited by 32 publications
(22 citation statements)
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“…c) Finally, and most importantly to this paper, the limited ability of migrant workers to equalize the returns they obtain from their educational investments with those of natives has also been linked to the education system in which migrants obtained their credentials (Hawthorne, 2005). Inequalities in returns to education between immigrant and native workers could be due to differences in the very quality of the education obtained in origin and destination (Loyalka et al, 2019). If that is the case, we would expect differences in the intrinsic value of educational credentials obtained in different countries (Card, 1999;Card & Krueger, 1992).…”
Section: What Do We Know About Migrants' Returns To Education?mentioning
confidence: 89%
“…c) Finally, and most importantly to this paper, the limited ability of migrant workers to equalize the returns they obtain from their educational investments with those of natives has also been linked to the education system in which migrants obtained their credentials (Hawthorne, 2005). Inequalities in returns to education between immigrant and native workers could be due to differences in the very quality of the education obtained in origin and destination (Loyalka et al, 2019). If that is the case, we would expect differences in the intrinsic value of educational credentials obtained in different countries (Card, 1999;Card & Krueger, 1992).…”
Section: What Do We Know About Migrants' Returns To Education?mentioning
confidence: 89%
“…First, inclusion in some of these rankings is up to the individual university; not being present in the ranking does not mean that the university 1. For a comparison of output quality in tertiary education, see Loyalka and others (2019), who compare the computer science skills of computer science undergraduates in their last year in China, India, the Russian Federation, and the United States. 2.…”
Section: • 51mentioning
confidence: 99%
“…Nevertheless, even the most detailed information does not make up for the lack of real data about the skills possessed by graduates or of those components that result in a return on human capital. It will be necessary to conduct studies, including international ones, on the professional competencies of students and graduates [Loyalka et al, 2019]. So far, there have not been many of these done.…”
Section: The Gap Between Theory and Practice In Human Capital Developmentioning
confidence: 99%