Skip to main content

ETHNOS_APP

Home • Search • Journals • List 0

The Relationship Between Social Media Addiction, Happiness, and Life Satisfaction in Adults

Analysis with Machine Learning Approach

Bibliographic Data

ID15440332
AuthorsNecmettin Çiftçi (0000-0002-4713-4212, MUS ALPARSLAN UNIVERSITY), Metin Yıldız (0000-0003-0122-5677, Sakarya University, corresponding author)
Year2023
Volume21
Issue5
Pages3500-3516
Publication date2023-07-24
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueInternational Journal of Mental Health and Addiction (JOURNAL)
Journal identifiersISSN: 1557-1874 • E-ISSN: 1557-1882
PublisherSpringer Science+Business Media (PUBLISHER • DE)
DOI10.1007/s11469-023-01118-7
OpenAlexW4385197013
LanguageEN
Citations received6
References cited36

Addiction · Addictive behavior · Developmental psychology · Happiness · Life satisfaction · Psychiatry · Scale (ratio · Social media · Statistics · Structural equation modeling · Computer Science · COVID-19 and Mental Health · Impact of Technology on Adolescents · Mathematics · Psychological Well-being and Life Satisfaction · Psychology · Social Psychology

  • Using structural equation modeling to explore the influences of physical activity, mental health, well-being, and loneliness on Douyin usage at bedtime

    Open Access•Hongcheng Luo, Xing Zhang et al.•Frontiers in Public Health•2024

  • Generations X, Y, Z

    Open Access•Sabina Lissitsa, Maya Kagan•Cyberpsychology Behavior and…•2025

  • Navigating masculinity

    Open Access•Sabina Lissitsa, Maya Kagan•Current Psychology•2025

  • Virtual socialisation and social media addiction as mediators in the relationship between loneliness and life satisfaction

    Yavuz Aslan, Yelda Yılmaz et al.•Journal of Social Work Practice•2026

  • Attitudes of different religions towards breast milk bank

    Open Access•Metin Yıldız, Roseline Florence Gomes et al.•Women s Studies International Forum•2023

  • Learning and performance orientation, life satisfaction and problematic social media use in high school and university students

    Open Access•Orçun Muhammet Şimşek, Nurefşan Gümüşçü et al.•Acta Psychologica•2025

  • Applied Structural Equation Modeling Using Amos

    James E Collier, Joel E Collier•Applied Structural Equation…•2020

  • The Oxford Happiness Questionnaire

    Open Access•Peter Hills, Michael Argyle•Personality and Individual…•2002

  • A review of theories and models applied in studies of social media addiction and implications for future research

    Open Access•Yalin Sun, Yan Zhang•Addictive Behaviors•2021

  • Browsing, Posting, and Liking on Instagram

    Open Access•Eline Frison, Steven Eggermont•Cyberpsychology Behavior and…•2017

  • The Measurement of Happiness

    Albert Kozma, M J Stones•Journal of Gerontology•1980

  • Yaşam Doyumu Ölçeği̇ni̇n Türkçe’ye Uyarlanmasi

    Open Access•Abidin DAĞLI, Abidin Dağlı et al.•Elektronik Sosyal Bilimler Dergisi•2016

  • Cutoff criteria for fit indexes in covariance structure analysis

    Li‐tze Hu, Peter M Bentler•Structural Equation Modeling: A…•1999

  • The Satisfaction With Life Scale

    Ed Diener, Robert A Emmons et al.•Journal of Personality Assessment•1985

  • The patterns of problematic social media use (SMU) and their relationship with online flow, life satisfaction, depression, anxiety and stress symptoms in Lithuania and in Germany

    Open Access•Julia Brailovskaia, Inga Truskauskaitė‐Kunevičienė et al.•Current Psychology•2023

  • Does excessive social media use decrease subjective well-being? A longitudinal analysis of the relationship between problematic use, loneliness and life satisfaction

    Open Access•Eetu Marttila, Aki Koivula et al.•Telematics and Informatics•2021

  • Effect of social media addiction on eating behavior, body weight and life satisfaction during pandemic period

    Open Access•Feride Ayyıldız, Gulsah Sahin•British Food Journal•2022

  • College students' social networking experiences on Facebook

    Open Access•Tiffany A Pempek, Yevdokiya Yermolayeva et al.•Journal of Applied Developmental…•2009

  • A Social Skill Account of Problematic Internet Use

    Open Access•Scott E Caplan•Journal of Communication•2005

  • Facebook as a toolkit

    Open Access•Andrew Smock, Andrew D Smock et al.•Computers in Human Behavior•2011

  • Adolescents' Intense and Problematic Social Media Use and Their Well-Being in 29 Countries

    Open Access•Maartje Boer, Regina J J M Van Den Eijnden et al.•Journal of Adolescent Health•2020

  • The impact of online social networking on adolescent psychological well-being (WB)

    Open Access•H H S Kim•International Journal of…•2016

  • Life satisfaction

    Open Access•Phil Longstreet, Stoney Brooks•Technology in Society•2017

  • Social media and loneliness

    Open Access•Mary Pittman, Brooke Reich et al.•Computers in Human Behavior•2016

  • Subjective well-being

    Ed Diener, Eunkook M Suh et al.•Psychological Bulletin•1999

Unique citing works6
Citations per year2
Citation span2023 - 2026 (4)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 6

Tools

Open DOIOpen Access
Ethnos_APP • Open Source Project • MIT License • Frontend v2.0.0 • Privacy and Cookies • API Documentation: api.ethnos.app/docs • API Source Code: GitHub • DOI: 10.5281/zenodo.17049435 • Frontend Source Code: GitHub • DOI: 10.5281/zenodo.17050053 • cruz.rio.br • Expectantes Misericordiae