Mobile social media usage and academic performance

Abstract: Among the general population, students are especially sensitive to social media and smartphones because of their pervasiveness. Several studies have shown that there is a negative correlation between social media and academic performance since they can lead to behaviors that hurt students' careers, e.g., addictedness. However, these studies either focus on smartphones and social media addictedness or rely on surveys, which only provide approximate estimates. We propose to bridge this gap by i) parametrizing social media usage and academic performance, and ii) combining smartphones and time diaries to keep track of users' activities and their smartphone interaction. We apply our solution on the 72 students participating in the SmartUnitn project, which investigates students' time management and their academic performance. By analyzing the logs of social media apps on students' smartphones and by comparing them to students' credits and grades, we can provide a quantitative and qualitative estimate of negative and positive correlations. Our results show the negative impact of social media usage, distinguishing different influence patterns of social media on academic activities and also underline the need to control the smartphone usage in academic settings.

• The paper investigates the link between mobile social media use and academic performance using real-time smartphone monitoring and time diaries, overcoming self-report limitations.
• Findings indicate that frequent and prolonged social media use, particularly Social Network Sites during study sessions, correlates negatively with Grade Point Average and course credits.
• The study suggests educational institutions address disciplined phone use and highlights the value of its technology-integrated methodology for future academic behavior research.

Overview of "Mobile Social Media Usage and Academic Performance"

The paper investigates the relationship between the usage of mobile social media and academic performance among university students. This study introduces a methodological advancement by using smartphones alongside time diaries to monitor students' activities and social media usage in real-time, thereby providing a more nuanced understanding of the correlation between social media engagement and academic outcomes, overcoming the limitations associated with self-reported data.

Methodological Approach

The research leverages data from the SmartUnitn project, encompassing 72 students at the University of Trento. This data was collected using an application called i-Log, which not only records smartphone use but also administers time diaries, asking students about their activities, locations, and social interactions. This dual approach allows the researchers to track social media usage in the precise context of academic activities, such as studying and attending classes.

Students installed i-Log on their Android smartphones, enabling researchers to gather granular data over a two-week period. In this framework, the study delineates social media into three categories: Social Network Sites (SNS), Instant Messaging (IM) applications, and Web browsing. The study employs three parameters to measure social media use: session frequency ($\bar S$), session duration ($\bar D$), and inter-session inactivity ($\bar I$).

Academic performance is quantified via Grade Point Average (GPA) and course credits (CFU).

Results and Findings

The analysis yields robust evidence supporting the negative correlation between social media usage during academic activities and academic performance. Particularly, the duration and frequency of SNS use correlate strongly with lower GPA and fewer credits. The temporal distribution of mobile social media use reveals that students engage with their phones across all hours, with notable peaks observed late at night and early in the morning, indicative of potential distractions from academic obligations.

Significant findings include:

• Frequent, prolonged use of SNS during study sessions links to lower academic performance.
• Students who exhibit longer durations of inactivity between checking social media apps tend to maintain better academic records, suggesting disciplined phone use is beneficial.
• Demographically, students in scientific faculties show a stronger correlation between social media usage and decreased academic performance compared to those in humanities.

Implications and Future Directions

This study underscores the need for educational institutions to address the pervasive nature of mobile social media among students. Interventions could involve raising awareness about disciplined phone usage and its impact on academic outcomes. Furthermore, the methodology established by this study sets a precedent for using technology-integrated research designs to capture accurate academic behavior insights. Future research might extend the duration of observation and increase sample sizes to validate findings across different contexts and educational environments. Additionally, exploring the underlying psychological mechanisms driving frequent social media use could yield further insights into the behavioral patterns observed.

Ultimately, this paper contributes to the broader discourse on how emergent technologies intersect with educational attainment, providing empirical data to inform policy and practice in academic settings.