Aug 2026· International Journal of Computer Science and Mathematical Theory· pp. 54· 0 citations
Abstract
Social media has become a regular part of university life everywhere, including in countries like
Nigeria, Ghana, Cameroon and even in the European Countries. There are concerns about it
cutting into study time and lowering grades, which has prompted a lot of research. However, most
previous reviews have not used a formal framework, and very few have focused specifically on
developing countries. This review applies the PRISMA 2020 framework to examine four peer
reviewed studies from those four countries. Each of these studies explores the relationship between
social media use and students’ GPA or CGPA. Using PRISMA, I followed each step: identifying
studies, screening them, checking if they met criteria, and including them. I extracted details such
as sample size, student demographics, which aspects of social media use were considered, how
academic performance was measured, and the statistical findings. I also checked study quality
with a modified Newcastle-Ottawa Scale and assessed the risk of bias in selection, information,
and confounding. All four studies (total N = 573) reported the same result: more time spent on
social media is linked to poorer academic performance. The effect was not small, either. Pearson
correlations ranged from r = −0.239 in Nigeria to a negative relationship equal to R² = 0.374 in
Ghana. Regression coefficients were between β = −0.317 and β = −0.303. In Cameroon, six
predictors together explained just over half the variation in GPA (R² = .505; F = 16.142, p <
.001). Facebook was the main platform used across all studies. Factors like whether students used
social media at suitable times, addiction, the type of use, and feelings of social connection all
played a part. In summary, the message is clear: heavier social media use is associated with lower
grades among university students in these developing countries, but the specifics matter how,
when, and why students use social media influences the outcome. Universities should take this
seriously by teaching digital literacy and self-regulation, and by creating their own social media
platforms to encourage more productive student engagement.
The study investigated effect of social media on the academic performance of Social Studies
students of the University of Education and Entrepreneurship, Akamkpa, Cross River State,
Nigeria. The study adopted a descriptive survey research design. Population consisted of 453
Social Studies students of the University...
Boniface Akwagiobe Adie· WORLD JOURNAL OF INNOVATION...· 0 citations
The study explores impact of social media on the behavioral patterns and secondary school
students’ academic achievement in Bayelsa Central, Nigeria. Three objectives, research
questions and two null hypotheses were developed. Descriptive survey research design was
employed. The population consisted of all 3,462 SS...
Meshach Muruwei· RESEARCH JOURNAL OF MASS COM...· 0 citations
The main objective of this study is to describe patterns of social media use (time, purpose, and content) and their relationship with emotional experiences and students’ perceptions of its impact on their daily lives. Accordingly, the following research question was formulated: How are patterns of social media use char...
G. Salazar, Héctor Vicente Cisneros Chávez, Sinahí Gabriela Gómez Campos et al.· Adolescência e Saúde· 0 citations
The study’s findings suggest that the impact of social media on student learning is shaped by the cultural, social, and political environments in which it is used, offering insights into how different educational contexts navigate this digital landscape.
Objective: This study examined the influence of social media platforms and students’ perspectives on the academic performance of secondary school students in foods and nutrition in Ebonyi state, Nigeria. Methodology: The study adopted a descriptive survey research design. The population comprised 1,200 SSII students fr...
Lazarus Ogodo Ogodo, Chibueze Aphogu Okereke, Peter Nwede Iziogo et al.· International journal of res...· 0 citations
This empirical study examines how social media usage affects academic performance among PGDM students in India. We conducted a cross-sectional survey of n = 300 students (assumed PGDM in Bengaluru) using a structured questionnaire. Key findings from the simulated data were that heavy social media use correlates with lo...
Satyam Srivastava, Lakshmi Narashiman, Sekappa N Makkalagen· International Journal of Res...· 0 citations
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