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An Agent‑Based Simulation of Politicized Topics Using Large Language Models: Algorithmic Personalization and Polarization on Social Media
Jan. 2026 Ljubiša Bojić , Velibor Ilić , Veljko Prodanović Vuk Vuković Digital platforms now act as the primary environments for public discourse, where recommender systems shape visibility, emotion, and interpretation. This study introduces the Recommender Systems LLMs Playground (RecSysLLMsP), a simulation framework designed to examine how algorithmic personalization interacts with language generation to influence engagement and polarization. The research provides a rep


THE HARMFUL EFFECTS OF IDEALIZED INSTAGRAM CONTENT: SELF-AFFIRMATION INTERVENTIONS DO NOT MITIGATE DECREASED BODY SATISFACTION AND LESS POSITIVE AFFECT
Dec. 2025 Amelia C Couture Bue , Dar Meshi Women who use highly visual social media platforms (e.g., Instagram) frequently experience body dissatisfaction and negative affect, but evidence of effective interventions is limited. Self-affirmation interventions, which reinforce a positive self-image prior to a threat, provide a promising but understudied solution to body image disturbance following social media use. In this experiment, 250 college-aged women from the U.S. were


SOCIAL MEDIA DETOX AND YOUTH MENTAL HEALTH
Dec. 2025 Elombe Calvert, MBBS ; Maddalena Cipriani, BS ; Bridget Dwyer, BS Victoria Lisowski, BS ; Jane Mikkelson, BA ; Kelly Chen, MS ; Matthew Flathers, BA ; Christine Hau, MS ; Winna Xia, MS ; Juan Castillo, MA ; Alex Dhima, BS ; Sean Ryan, MS ; John Torous, MD, MBI Key Points Question Is reducing social media use associated with behavior and mental health outcomes among young adults? Findings In this cohort study of 373 participants, problematic use of social media w


REDEFINING PSYCHOPATHOLOGY IN THE CONTEXT OF DIGITAL OVERLOAD: EMERGING DISORDERS IN THE AGE OF INFORMATION SATURATION
Nov. 2025 Shirin Abdallah Alimour Mohammad Alrabeei The accelerating integration of digital technologies with human experience has precipitated profound cognitive, emotional, and behavioral transformations, giving rise to emergent psychopathologies that remain insufficiently addressed by traditional diagnostic taxonomies. This study introduces a novel reconceptualization of mental health in the digital era, delineating four original diagnostic categories: Cognitive Fragmentat


MULTI-MODAL DEEP-ATTENTION-BILSTM BASED EARLY DETECTION OF MENTAL HEALTH ISSUES USING SOCIAL MEDIA POSTS
Nov. 2025 Qasim Bin Saeed YoungJin Cha The rising prevalence of mental health disorders such as depression, anxiety, and bipolar disorder underscores the urgent need for effective tools to enable early detection and intervention. Social media platforms like Reddit offer a rich source of user-generated content that reflects emotional and behavioral patterns, making them valuable for mental health analysis. However, many existing social media–based approaches focus solely on


IMPACT OF EXCESSIVE SOCIAL MEDIA USE ON ADOLESCENT DEPRESSION AND ITS CONSEQUENCES IN FRANCE: AN INDIVIDUAL-BASED MICROSIMULATION MODEL
Nov. 2025 Abstract Background: Social media (SM) platforms have become increasingly prevalent in adolescents' lives, and concerns have arisen regarding their potential contribution to depression. This study examined whether excessive SM use contributes to rising adolescent depression rates and evaluated potential mitigation strategies. Methods and findings: We developed an individual-based microsimulation model of 18.6 million French adolescents born 1990-2012, tracking depre


DIGITAL STRESS AND FRIENDSHIP CONFLICT IN ADOLESCENCE: THE ROLE OF PERCEIVED NORMS AND FEATURES OF SOCIAL MEDIA
Oct. 2025 Federica Angelini Gianluca Gini Introduction: Digital stress, resulting from expectations of online availability, can increase...


SCREEN TIME WOES: SOCIAL MEDIA POSTING, SCROLLING, EXTERNALIZING BEHAVIORS, AND ANXIETY IN ADOLESCENTS
Oct. 2025 Eun Jung Choi, Ella Christiaans, Emma G. Duerden Highlights Vulnerable adolescents had much higher anxiety and...


META-STRESS IN THE DIGITAL AGE: HOW SOCIAL MEDIA AND CONSTANT CONNECTIVITY CREATE NEW LAYERS OF STRESS
Sept. 2025 Md Kamrul Hasan In today’s world, social media and constant connectivity are central to daily life. Recent data suggest that...


BRAIN ANATOMY ALTERATIONS ASSOCIATED WITH SOCIAL NETWORKING SITE (SNS) ADDICTION
March 2017 Qinghua He , Ofir Turel , Antoine Bechara This study relies on knowledge regarding the neuroplasticity of dual-system...


JEAN M. TWENGE: 10 RULES FOR RAISING KIDS IN A HIGH-TECH WORLD: HOW PARENTS CAN STOP SMARTPHONES, SOCIAL MEDIA, AND GAMING FROM TAKING OVER THEIR CHILDREN'S LIVES
Sept. 2025 Jean Twenge, PhD, award-winning professor of psychology and author of the “lavishly informative” (The New York Times)...


LATEST ON SCREEN TIME
Aug. 2025 Screen time is not a monolithic concept; it is heavily stratified by age, generation, and socio-economic status. Generational...


A SYSTEMATIC REVIEW OF THE IMPACT OF ARTIFICIAL INTELLIGENCE, DIGITAL TECHNOLOGY, AND SOCIAL MEDIA ON COGNITIVE FUNCTIONS
Sept. 2025 Dinesh Deckker 1 , Subhashini Sumanasekara 2 1 Wrexham University, United Kingdom 2 University of Gloucestershire, United...


VISUAL CULTURE IN SOCIAL MEDIA: A STUDY ON THE INFLUENCE OF INSTAGRAM ON AESTHETICS AND YOUTH CULTURE TRENDS
Sept. 2025 This study examines the influence of visual aesthetics on Instagram in shaping social identity and user behavior, with a focus...


PROBLEMATIC SOCIAL MEDIA USE IS ASSOCIATED WITH BELIEVING IN AND ENGAGING WITH FAKE NEWS
Aug. 2025 Dar Meshi , Maria D. Molina Social media use is ubiquitous in our modern society, and some individuals display excessive,...


SOCIAL MEDIA AND MENTAL HEALTH
Aug. 2025 Luca Braghieri Bocconi University - Department of Decision Sciences Ro'ee Levy Tel Aviv University - Eitan Berglas School of...


EXAMINING THE MENTAL HEALTH IMPACT OF MISINFORMATION ON SOCIAL MEDIA USING A HYBRID TRANSFORMER-BASED APPROACH
Aug. 26, 2025 Social media has significantly reshaped interpersonal communication, fostering connectivity while also enabling the...


NAVIGATING THE DIGITAL MAZE: A REVIEW OF AI BIAS, SOCIAL MEDIA, AND MENTAL HEALTH IN GENERATION Z
Aug. 26, 2025 The rapid adoption of artificial intelligence (AI) within social media platforms has fundamentally transformed the way...


LOSS AVERSION AND EVIDENCE ACCUMULATION IN SHORT-VIDEO ADDICTION: A BEHAVIORAL AND NEUROIMAGING INVESTIGATION
Aug. 23. 2025 Excessive use of short-video platforms not only impairs decision-making processes but also predisposes individuals to...


TOO MUCH SOCIAL MEDIA? UNVEILING THE EFFECTS OF DETERMINANTS IN SOCIAL MEDIA FATIGUE
Aug. 21, 2025 Introduction: With the boom in social media, many people spend a lot of time on these platforms. Among them, some...
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