Conclusions and Relevance: In this cohort of young adults, reducing social media use for 1 week was associated with reductions

The gap

Evidence profile

Sourced from the recommendations and discussion and future work and stated research gap and abstract of the source papers, classified as general, drawn from work published between 2025 and 2026, spanning 5 journals. Those papers have been cited 12 times in total.

Supporting evidence — 6 representative gaps

• IMPACT OF SOCIAL MEDIA ALGORITHMS ON MENTAL HEALTH AMONG YOUTH IN PAKISTAN: A MIXED-METHODS STUDY (2026) · Zenodo (CERN European Organization for Nuclear Research) · doi

  through continuous instability, loneliness, and social isolation. Niaz et al. (2024) found that social comparison, cyberbullying, and excessive social media engagement were strongly associated with poor mental well-being among Pakistani young adults. Similarly, Bilal (2024) reported that intensive digital media consumption negatively affected psychological well-being, and attention span among university students in Pakistan. systems are

  generalrecommendations
  Keywords: social media well among continuous instability loneliness isolation niaz found comparison cyberbullying excessive engagement strongly
• IMPACT OF SOCIAL MEDIA ALGORITHMS ON MENTAL HEALTH AMONG YOUTH IN PAKISTAN: A MIXED-METHODS STUDY (2026) · Zenodo (CERN European Organization for Nuclear Research) · doi

  Based on the findings of the study, several recommendations are proposed to minimize the negative psychological effects of social media algorithms among youth in Pakistan. First, educational institutions should introduce digital literacy and mental health awareness programs about educate algorithmic manipulation, social comparison, emotional dependency, and healthy online behaviors. Universities and schools should encourage balanced technology usage and promote offline social interaction and physical activities. Second, parents and guardians should actively monitor and guide young individuals regarding usage. Open responsible communication regarding online experiences, emotional well-being, and digital habits may help reduce excessive dependency on social networking platforms. Third, mental health professionals and counselors should develop targeted counseling services and intervention programs addressing anxiety, depression, addiction, and emotional social media use. stress associated with

  generalrecommendations
  Keywords: social emotional media digital mental health programs dependency online usage regarding based several recommendations proposed
• The Mediating Effect of Loneliness on the Relationship Between Social Media Addiction and Attachment Styles: A Multiple Mediation Model Study (2026) · Yüzüncü Yıl Üniversitesi Sosyal Bilimler Enstitüsü Dergisi · doi

  Despite increased awareness and numerous studies on behavioral addictions, particularly social media addiction, the full scope remains unclear due to challenges in defining its impact area. This study aims to support preventive research on the development of social media addiction and contribute to closing the existing gap in the literature by raising awareness.

  generaldiscussion
  Keywords: awareness social media addiction despite increased numerous behavioral addictions particularly full scope remains unclear challenges
• Pilot Exploratory Factor Analysis of a Unified Theory of Acceptance and Use of Technology-Based Technology Acceptance Instrument for Virtual Antenatal Consultation (2026) · Medicine & Health · doi

  Forecast Soc Change 161: 120328. https://doi. org/10.1016/j.techfore.2020.120328 in health Ifinedo, P. 2016. Applying uses and gratifications theory and social to understand students’ pervasive adoption of social networking sites: Perspectives from the Americas. Int J Inf Manag 36: 192–206. https:// doi.org/10.1016/j.ijinfomgt.2015.11.007 influence processes Ikart, E.M. 2019. Survey questionnaire survey pretesting method: An evaluation of survey questionnaire via expert reviews technique.

  generalfuture work
  Keywords: survey https social questionnaire forecast change techfore health ifinedo applying uses gratifications theory understand students
• Social Media Use and Adolescent Mental Health: A Narrative Review (2026) · Journal of South Asian Issues (JSAI) · doi

  There is a need for a comprehensive understanding of the relationship between social media use and adolescent mental health. There is a lack of longitudinal studies examining the impact of social media on adolescent mental health. There is a need for innovative methodologies to examine the impact of social media on adolescent mental health.

  generalstated research gapevidence 5/5
  Keywords: there need comprehensive understanding relationship between social media
• Social Media Detox and Youth Mental Health (2025) · JAMA Network Open · cited 12× · doi

  Conclusions and Relevance: In this cohort of young adults, reducing social media use for 1 week was associated with reductions in symptoms of depression, anxiety, and insomnia; however, the durability of these therapeutic outcomes and their associations with behavior warrant further study, particularly in more diverse populations.

  generalabstractevidence 5/5
  Keywords: conclusions relevance cohort young adults reducing social media week associated reductions symptoms depression anxiety insomnia

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