Considerations on Prof. Delgado’s note
DOI:
https://doi.org/10.18222/eae.v37.12621Keywords:
Educational Indicators, Educational Inequalities, Kullback-Leibler DivergenceAbstract
In previous article I improperly used “grades” as a synonym for “proficiencies”. Certainly, the methodology of learning assessment has advanced significantly with Item Response Theory (IRT). The debate about the choice of appropriate measures refers to the comparison of proficiency distributions. Theil’s T is not a special case of the Kullback-Leibler divergence. I continue to advocate the use of basic measures of central tendency, dispersion, and inequality in comparing proficiency distributions. A measure of asymmetry could be added. Graphical representations can be enlightening. Other methods could be tried, but it makes no sense to advocate the use of the Kullback-Leibler divergence to replace means and variances or to avoid the use of common measures of inequality. To illustrate, microdata from Sistema de Avaliação da Educação Básica [Basic Education Assessment System] are analysed.
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Delgado, V. M. S. (2025). O índice Theil-T e a divergência KL: Uma nota complementar ao Prof. R. Hoffmann. Estudos em Avaliação Educacional, 36, Debate e12362. https://doi.org/10.18222/eae.v36.12362 DOI: https://doi.org/10.18222/eae.v36.12362
Hoffmann, R. (2025). Sobre como medir diferenças de resultados no ensino. Estudos em Avaliação Educacional, 36, Artigo e10663. https://doi.org/10.18222/eae.v36.10663 DOI: https://doi.org/10.18222/eae.v36.10663
Hoffmann, R., Botassio, D. C., & Jesus, J. G. (2019). Distribuição de renda: Medidas de desigualdade, pobreza, concentração, segregação e polarização (2a ed.). Edusp.
Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). (2019). Microdados do Saeb 2019. Inep. https://www.gov.br/inep/pt-br/acesso-a-informacao/dados-abertos/microdados/saeb
Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). (2021). Microdados Saeb 2021. Inep. https://www.gov.br/inep/pt-br/acesso-a-informacao/dados-abertos/microdados/saeb
Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). (2023). Microdados Saeb 2023. Inep. https://www.gov.br/inep/pt-br/acesso-a-informacao/dados-abertos/microdados/saeb
Theil, H. (1967). Economics and information theory. Rand McNally.
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