This paper is in the following e-collection/theme issue:

Kids' and Adolescents' Use of Technology (119) New Methods (1024) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1777) Demographics of Users, Social & Digital Divide (826) Mental Health Issues in Adolescence (516) Screen Time for Children and Adolescents (62) Electronic/Mobile Data Capture, Internet-based Survey & Research Methodology (911)

Published on in Vol 5, No 2 (2022): Apr-Jun

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/35540, first published .
Digital Technology and Media Use by Adolescents: Latent Class Analysis

Digital Technology and Media Use by Adolescents: Latent Class Analysis

Digital Technology and Media Use by Adolescents: Latent Class Analysis

Authors of this article:

Megan A Moreno1 Author Orcid Image ;   Kole Binger1 Author Orcid Image ;   Qianqian Zhao1 Author Orcid Image ;   Jens Eickhoff1 Author Orcid Image ;   Matt Minich1 Author Orcid Image ;   Yalda Tehranian Uhls2 Author Orcid Image
Article Authors Cited by (27) Tweetations (12) Metrics

Journals

  1. Klier K, Rommerskirchen T, Brixius K. #fitspiration: a comparison of the sport-related social media usage and its impact on body image in young adults. BMC Psychology 2022;10(1) View
  2. Song K, Zhang J, Zhou N, Fu Y, Zou B, Xu L, Wang Z, Li X, Zhao Y, Potenza M, Fang X, Zhang J. Youth Screen Media Activity Patterns and Associations With Behavioral Developmental Measures and Resting-state Brain Functional Connectivity. Journal of the American Academy of Child & Adolescent Psychiatry 2023;62(9):1051 View
  3. Song K, Zhang J, Zhou N, Fu Y, Zou B, Xu L, Wang Z, Li X, Zhao Y, Potenza M, Fang X, Zhang J. Youth Screen Media Activity Patterns and Associations with Behavioral Developmental Measures and Resting-State Brain Functional Connections. SSRN Electronic Journal 2022 View
  4. Raeside R, Jia S, Todd A, Hyun K, Singleton A, Gardner L, Champion K, Redfern J, Partridge S. Are Digital Health Interventions That Target Lifestyle Risk Behaviors Effective for Improving Mental Health and Wellbeing in Adolescents? A Systematic Review with Meta-analyses. Adolescent Research Review 2024;9(2):193 View
  5. Mora-Guevara Y, Klimenko O, Escartín-Pérez R, Márquez-Rojas N. Factores psicosociales asociados a la tecno-adicción en jóvenes: revisión sistemática de literatura. Búsqueda 2023;10(1):e634 View
  6. Fortunato L, Lo Coco G, Teti A, Bonfanti R, Salerno L. Time Spent on Mobile Apps Matters: A Latent Class Analysis of Patterns of Smartphone Use among Adolescents. International Journal of Environmental Research and Public Health 2023;20(15):6439 View
  7. Moreno M, Radesky J. Putting Forward a New Narrative for Adolescent Media: The American Academy of Pediatrics Center of Excellence on Social Media and Youth Mental Health. Journal of Adolescent Health 2023;73(2):227 View
  8. Zioga T, Nega C, Roussos P, Kourtesis P. Validation of the Gaming Skills Questionnaire in Adolescence: Effects of Gaming Skills on Cognitive and Affective Functioning. European Journal of Investigation in Health, Psychology and Education 2024;14(3):722 View
  9. O'Kane K, Otamendi T, Silverberg N, Choi E, Sicard V, Zemek R, Healey K, Brown O, Butterfield L, Smith A, Goldfield G, Kardish R, Saab B, Ledoux A, Cairncross M. Development of Therapeutic Alliance and Social Presence in a Digital Intervention for Pediatric Concussion: Qualitative Exploratory Study. JMIR Formative Research 2024;8:e49133 View
  10. Minich M, Moreno M, Limongi R. Real-world adolescent smartphone use is associated with improvements in mood: An ecological momentary assessment study. PLOS ONE 2024;19(5):e0298422 View
  11. Liu X, Liu J, Flores D, McDonald C. Family factors related to adolescent screen media use and mental health outcomes: A systematic review and recommendation for practices. Journal of Adolescence 2024;96(7):1401 View
  12. Al-Jbouri E, Volk A, Spadafora N, Andrews N. Friends, followers, peers, and posts: adolescents' in-person and online friendship networks and social media use influences on friendship closeness via the importance of technology for social connection. Frontiers in Developmental Psychology 2024;2 View
  13. Hegeman P, Vader D, Kamke K, El-Toukhy S. Patterns of digital health access and use among US adults: a latent class analysis. BMC Digital Health 2024;2(1) View
  14. Ağirkan M, Haspolat N, Çelik O. Exploring different technology addiction types in young adults: a latent profile analysis. Current Psychology 2024 View
  15. Raphaely S, Goldberg S, Stowe Z, Moreno M. Association Between Parental Problematic Internet Use and Adolescent Depression. Child Psychiatry & Human Development 2024 View
  16. McDaniel B, Radesky J, Pater J, Galovan A, Harrison A, Cornet V, Reining L, Schaller A, Drouin M, Moussa A. Heavy Users, Mobile Gamers, and Social Networkers: Patterns of Objective Smartphone Use in Parents of Infants and Associations With Parent Depression, Sleep, Parenting, and Problematic Phone Use. Human Behavior and Emerging Technologies 2024;2024(1) View
  17. Lou J, Wang M, Xie X, Wang F, Zhou X, Lu J, Zhu H. The association between family socio-demographic factors, parental mediation and adolescents’ digital literacy: a cross-sectional study. BMC Public Health 2024;24(1) View
  18. DiCasmirro J, Tranmer J, Davison C, Woo K, Toon D, Hubeny M, Ross‐White A, Goldie C. Public Health Interventions Targeting the Prevention of Adolescent Vaping: A Scoping Review. Public Health Nursing 2025;42(1):604 View
  19. Esposito C, Sulla F, Toto G, Berardinetti V, Lavanga A, Savino F, Iuso S, Logrieco M, Ascorra Costa M. Promoting Well-Being from a Gender Perspective: A Systematic Review of Interventions Using Digital Tools and Serious Games. Behavioral Sciences 2024;14(11):1052 View
  20. Milkovich L, Randell K, Sherman A, Moreno M. Associations Among Problematic Internet Usage in Adolescents, Parental Internet Factors, and Parent-Adolescent Communication. Journal of Developmental & Behavioral Pediatrics 2025;46(1):e40 View
  21. Hamp N, Radesky J, Weeks H, Miller A, Kaciroti N. Novel Profiles of Family Media Use: Latent Profile Analysis. JMIR Pediatrics and Parenting 2025;8:e59215 View
  22. Osser B, Toth C, Nistor-Cseppento C, Osser G, Miuța C, Ilia I, Iovanovici D, Aur C, Bondar L. Evaluating Tech Neck: A Pilot Study Using a Self-Developed Questionnaire on Symptoms, Posture, and Preventive Measures. Children 2025;12(1):102 View
  23. Holmgren H, Ashby S, Clifford B, Booth M, Coyne S, Collier K, Stockdale L. iParenting: A Latent Profile Analysis of Media Use Frequency and Home Language Environment Among European American Mothers. Parenting 2025:1 View
  24. Jenkins M, Bhasin G, Kaji J, Mathur S, Yu E, Pillarisetti L, Kerr B. Association between parent technology rules and loneliness among adolescents in the United States. Journal of Children and Media 2025:1 View

Books/Policy Documents

  1. Crosley-Lyons R, Penner M, Ausenhus C. Encyclopedia of Child and Adolescent Health. View
  2. Reich S, Aladé F, Cingel D, Takeuchi L, Warren R, Uhls Y. Handbook of Children and Screens. View

Conference Proceedings

  1. Chowdhury A, Bunt A. Nordic Conference on Human-Computer Interaction. Exploring A Design Space for Digital Interventions Facilitating Early Adolescents’ Tech Disengagement: A Parent-Child Perspective View