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Cohausz, Lea – Journal of Educational Data Mining, 2022
Student success and drop-out predictions have gained increased attention in recent years, connected to the hope that by identifying struggling students, it is possible to intervene and provide early help and design programs based on patterns discovered by the models. Though by now many models exist achieving remarkable accuracy-values, models…
Descriptors: Guidelines, Academic Achievement, Dropouts, Prediction
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Arendt, Jacob Nielsen – Economics of Education Review, 2008
This study provides the first estimates of the causal impact of education on hospitalization. It improves upon existing studies on health and education by using a larger data set and more efficient estimation methods. Using a Danish school reform to identify a causal effect of education on hospitalization, we find that education has a substantial…
Descriptors: Academic Achievement, Probability, Causal Models, Hospitals