A Study on Academic Achievement in Mathematics
This paper seeks to explain academic achievement in Mathematics based on individual student characteristics. The study takes the case of Paraguay, a country below the regional average in recent international assessments of learning achievement in mathematics by basic-level students (students in Educ...
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REDIE es una publicación del Instituto de Investigación y Desarrollo Educativo (IIDE).
2019
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redie-article-20902020-12-11T18:01:47Z A Study on Academic Achievement in Mathematics Un estudio sobre el rendimiento académico en Matemáticas Mello Román, Jorge Daniel Hernández Estrada, Adolfo Academic achievement statistical models Mathematics teaching Rendimiento académico modelos estadísticos enseñanza de Matemáticas This paper seeks to explain academic achievement in Mathematics based on individual student characteristics. The study takes the case of Paraguay, a country below the regional average in recent international assessments of learning achievement in mathematics by basic-level students (students in Educación Escolar Básica). A questionnaire was administered to 899 students of the third cycle of basic-level education (7th, 8th, and 9th grades) from both public and private schools in the district of Concepción. Two statistical modeling techniques were employed on observable variables: decision trees and multiple linear regression. It is concluded that academic achievement in mathematics is largely explained by students’ learning in a classroom setting and perception of their own ability. El propósito de este trabajo es explicar el rendimiento académico en Matemáticas a partir de características individuales de los estudiantes. Se toma el caso particular de Paraguay, país ubicado por debajo del promedio regional en recientes evaluaciones internacionales sobre logros de aprendizaje en el área de Matemáticas por estudiantes de Educación Escolar Básica. Se aplicó un cuestionario a 899 estudiantes del tercer ciclo de Educación Escolar Básica de instituciones educativas de gestión pública y privada del distrito de Concepción. Se utilizaron dos técnicas de modelación estadística: Árbol de decisión y Regresión lineal múltiple sobre variables observables. Se concluye que el rendimiento académico en Matemáticas se explica en gran medida por el aprendizaje que logra el estudiante en el contexto del aula, así como por la percepción que tiene de su propia capacidad. REDIE es una publicación del Instituto de Investigación y Desarrollo Educativo (IIDE). 2019-09-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion text/html application/pdf application/xml https://redie.uabc.mx/index.php/redie/article/view/2090 10.24320/redie.2019.21.e29.2090 Revista Electrónica de Investigación Educativa; Vol. 21 (2019); 1 - 10 Revista Electrónica de Investigación Educativa; Vol. 21 (2019); 1 - 10 1607-4041 spa https://redie.uabc.mx/index.php/redie/article/view/2090/1796 https://redie.uabc.mx/index.php/redie/article/view/2090/1797 https://redie.uabc.mx/index.php/redie/article/view/2090/1846 Derechos de autor 2019 Revista Electrónica de Investigación Educativa |
| institution |
REDIE |
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spa |
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Online |
| author |
Mello Román, Jorge Daniel Hernández Estrada, Adolfo |
| spellingShingle |
Mello Román, Jorge Daniel Hernández Estrada, Adolfo A Study on Academic Achievement in Mathematics |
| author_facet |
Mello Román, Jorge Daniel Hernández Estrada, Adolfo |
| author_sort |
Mello Román, Jorge Daniel |
| title |
A Study on Academic Achievement in Mathematics |
| title_short |
A Study on Academic Achievement in Mathematics |
| title_full |
A Study on Academic Achievement in Mathematics |
| title_fullStr |
A Study on Academic Achievement in Mathematics |
| title_full_unstemmed |
A Study on Academic Achievement in Mathematics |
| title_sort |
study on academic achievement in mathematics |
| description |
This paper seeks to explain academic achievement in Mathematics based on individual student characteristics. The study takes the case of Paraguay, a country below the regional average in recent international assessments of learning achievement in mathematics by basic-level students (students in Educación Escolar Básica). A questionnaire was administered to 899 students of the third cycle of basic-level education (7th, 8th, and 9th grades) from both public and private schools in the district of Concepción. Two statistical modeling techniques were employed on observable variables: decision trees and multiple linear regression. It is concluded that academic achievement in mathematics is largely explained by students’ learning in a classroom setting and perception of their own ability. |
| publisher |
REDIE es una publicación del Instituto de Investigación y Desarrollo Educativo (IIDE). |
| publishDate |
2019 |
| url |
https://redie.uabc.mx/index.php/redie/article/view/2090 |
| _version_ |
1715723569391992832 |
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