Data Analysis Methods The survey data will be analyzed using the Statistical Package for the Social Sciences (SPSS), which will also enhance the accuracy of the statistical analysis. Descriptive statistics willrepresent the duration and frequency adolescents use social media. In addition, regression analysis will be conducted to understand the relationship between using social media platforms and mental health problems. This research will further integrate the data collected from the quantitative and qualitative methods (Pallant, 2020). This process will further involve a comparison to foster an in-depth understanding of social media's impact on teens' psychological health.The sample size may need to be increased, affecting the reliability of the finding. In addition, the recruitment process may affect the sample's representativeness, contributing to biases. Another limitation is data quality, considering participants can offer biased feedback. In addition to enhancing generalizability, data from diverse portfolios ensure that socioeconomic factors have been included. There are also concerns about the data quality, which can influence the response rates and completeness. Additionally, generalizability has to be studied more closely and by people from various backgrounds. Include peer-reviewed, scholarly citations and references