Neural Networks and Rules-based Systems used to Find Rational and Scientific Correlations between being Here and Now with Afterlife Conditions
February 17, 2026
Neural Networks and Rules-based Systems used to Find Rational and
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This paper aims to implement the differences in academic performance between students in the francophone and anglophone education subsystems at primary level in Cameroon. Using data from the Programme d’Analyse des Systèmes Educatifs de la Confemen organised in 2014, the study employs a two-stage modelling approach. Firstly, the estimation of educational production functions by OLS shows that student characteristics and school context are important determinants of students achievement in the anglophone and francophone subsystems. Second, the Oaxaca-Blinder (1973) decomposition method showed that at the end of the primary school year, students in the francophone education subsystem perform better than those in the anglophone subsystem. The share of explained factors contributes to increase this differential to more than 100% in both mathematics and language, therefore, it does not matter how much the unexplained share is given, it does not suggest the existence of discrimination in school performance towards the anglophone subsystem.
Mafang Lionie. 2026. \u201cDoes the academic performance of the Francophone education subsystem exceed that of the Anglophone education subsystem at primary level? Evidence from Cameroon\u201d. Global Journal of Human-Social Science - E: Economics GJHSS-E Volume 22 (GJHSS Volume 22 Issue E4): .
Crossref Journal DOI 10.17406/GJHSS
Print ISSN 0975-587X
e-ISSN 2249-460X
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This paper aims to implement the differences in academic performance between students in the francophone and anglophone education subsystems at primary level in Cameroon. Using data from the Programme d’Analyse des Systèmes Educatifs de la Confemen organised in 2014, the study employs a two-stage modelling approach. Firstly, the estimation of educational production functions by OLS shows that student characteristics and school context are important determinants of students achievement in the anglophone and francophone subsystems. Second, the Oaxaca-Blinder (1973) decomposition method showed that at the end of the primary school year, students in the francophone education subsystem perform better than those in the anglophone subsystem. The share of explained factors contributes to increase this differential to more than 100% in both mathematics and language, therefore, it does not matter how much the unexplained share is given, it does not suggest the existence of discrimination in school performance towards the anglophone subsystem.
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