Investigação Quanto ao Papel de Círculos Sociais no Desempenho Discente no Ensino Superior Utilizando Análise de Redes Complexas
The individual behavior of human beings is susceptible to influencesfrom their peers. It is known that contact between individuals,both direct and indirect, can foster or inhibit a considerable rangeof human characteristics and behaviors. This study aims to evaluatethe impact of the social context of undergraduate students on theiracademic performance, understanding "social context"as the averageperformance of classmates socially close to each student. Ourmethodology involves reconstructing the underlying social networkof a class computationally, using data gathered from a questionnaireapplied to the students of the class, and testing the hypothesis thatthe change in the grade of a student can be accurately modeledas a linear function of the differences between the student’s gradeand the mean of their peers’ grades. The results show that defininga student’s social circle as the community they belong to insteadof their set of neighbors allows for the construction of statisticalmodels with significatively higher predictive potential