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We conducted a randomized controlled trial to examine the role of information provision on students’ preferences on higher education. The preferences were measured using a discrete choice experiment. The subjects comprised 2652 10 th grade low-income Colombian students, all of whom intended to...
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School rankings based on value-added (VA) estimates are subject to prediction errors, since VA is defined as the difference between predicted and actual performance. We introduce a more flexible random forest (RF), rooted in the machine learning literature, to minimize prediction errors and to...
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Targeted policy interventions are more effective than one-size-fits-all initiatives. This paper proposes the use of k-means cluster analysis to identify vulnerable groups with respect to financial literacy. Using a rich sample of 12 countries, we distinguish four groups with varying financial...
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Private Country-by-Country Reporting (CbCR) is a measure against tax avoidance by large multinationals, implemented throughout the EU in 2016. Multinational companies with an annual revenue over € 750 million have been required to report their global activities on a country-by-country basis to...
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