IMPACT OF SOCIAL MEDIA ALGORITHMS ON MENTAL HEALTH AMONG YOUTH IN PAKISTAN: A MIXED-METHODS STUDY

Abstract

The rapid growth of social media platforms and the increasing use of algorithm-driven content recommendation systems have significantly transformed the digital experiences of youth worldwide. In Pakistan, young individuals are among the most active users of social networking platforms, making them increasingly vulnerable to the psychological effects of algorithmically curated content. This study examined the impact of social media algorithms on the mental health of youth in Pakistan using a mixed-methods research approach. The study specifically investigated the relationship between algorithmic social media exposure and psychological outcomes including anxiety, depression, self-esteem, emotional dependency, and social media addiction. A cross-sectional quantitative survey was conducted among 350 university students and young social media users from major urban areas of Pakistan using structured questionnaires and stratified random sampling techniques. In addition, semi-structured interviews were conducted with 20 participants to gain deeper qualitative insights into personal experiences related to algorithm-driven social media usage. Quantitative data were analyzed using descriptive statistics, correlation analysis, and multiple regression techniques, while qualitative responses were examined through thematic analysis. The findings revealed that social media algorithms significantly contributed to increased anxiety, depressive symptoms, emotional dependency, and addictive social media behaviors among youth. The study also found a significant negative relationship between algorithmic exposure and self-esteem. Qualitative findings further indicated that personalized content feeds, continuous recommendations, social comparison, and fear of missing out intensified emotional stress and psychological pressure among participants. The study concluded that social media algorithms function as influential psychological systems capable of shaping emotions, behaviors, and mental well-being among Pakistani youth. The study provides important implications for educators, mental health professionals, policymakers, parents, and social media companies regarding the need for digital literacy, ethical algorithmic practices, and mental health awareness initiatives to promote healthier online environments for youth in Pakistan.