Necessary Condition Analysis on the Relationship between Fear of Missing Out, Social Networking Addiction, and Psychological Well-Being

Introduction: With the growth of technology and increasing accessibility to various platforms, concerns surrounding the impact of technology on individuals’ well-being are also on the rise. Researchers are making significant efforts to understand this constantly evolving phenomenon. Aims: The current study aims to investigate the interrelationships between fear of missing out (FoMO), social networking addiction (SNA), and psychological well-being (PWB), as well as the relation between SNA scores and sociodemographic variables. Methods: This study employs a recently developed data analysis approach called Necessary Condition Analysis (NCA) to observe essential conditions within SNA, PWB, and FoMO. The study’s main objective is to determine whether low/high levels of FoMO and SNA correspond to high/low levels of PWB. To address this objective, a convenience sample of 449 participants aged 17–40 years was selected. Statistical analyses were conducted using the NCA package to investigate the relationships between these variables. A chi-square test was also performed to assess the associations between sociodemographic variables and probable SNA cases based on the established cut-off scores. Results: The results indicated that high levels of FoMO are necessary for high levels of SNA (Effect Size (d) = .15 and p < .001), and high levels of PWB were found to be necessary for low levels of FoMO (d = .23 and p < .001) and SNA (d = .16 and p = .01) and vice versa. It was also observed associations between the demographic variables of gender, marital status, and residence, and SNA. Conclusions: This research contributes to the current discussions concerning the influence of social media on personal well-being and the field of media psychology. The findings obtained can help in guiding the development of interventions and strategies aimed at promoting psychological welfare within digitally interconnected communities.

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Publication Details

Journal
European Journal of Mental Health
Published
2025-06-27
DOI
https://doi.org/10.5708/ejmh.20.2025.0042
Citations
1
Primary Topic
Impact of Technology on Adolescents
Type
article
Field-Weighted Citation Impact
4.20

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article

Necessary Condition Analysis on the Relationship between Fear of Missing Out, Social Networking Addiction, and Psychological Well-Being

Lioudmila I. Batourina, Nalini Bikkina, Eduard V. Patrakov, Ravi Shanker Datti et al.
1 citations
European Journal of Mental Health
Impact of Technology on Adolescents
4.20
article

Necessary Condition Analysis on the Relationship between Fear of Missing Out, Social Networking Addiction, and Psychological Well-Being

Lioudmila I. Batourina, Nalini Bikkina, Eduard V. Patrakov, Ravi Shanker Datti, Maneela Sirisety, Mohana Rupa Nekkanti
article en
1 citations

Abstract

Introduction: With the growth of technology and increasing accessibility to various platforms, concerns surrounding the impact of technology on individuals’ well-being are also on the rise. Researchers are making significant efforts to understand this constantly evolving phenomenon. Aims: The current study aims to investigate the interrelationships between fear of missing out (FoMO), social networking addiction (SNA), and psychological well-being (PWB), as well as the relation between SNA scores and sociodemographic variables. Methods: This study employs a recently developed data analysis approach called Necessary Condition Analysis (NCA) to observe essential conditions within SNA, PWB, and FoMO. The study’s main objective is to determine whether low/high levels of FoMO and SNA correspond to high/low levels of PWB. To address this objective, a convenience sample of 449 participants aged 17–40 years was selected. Statistical analyses were conducted using the NCA package to investigate the relationships between these variables. A chi-square test was also performed to assess the associations between sociodemographic variables and probable SNA cases based on the established cut-off scores. Results: The results indicated that high levels of FoMO are necessary for high levels of SNA (Effect Size (d) = .15 and p < .001), and high levels of PWB were found to be necessary for low levels of FoMO (d = .23 and p < .001) and SNA (d = .16 and p = .01) and vice versa. It was also observed associations between the demographic variables of gender, marital status, and residence, and SNA. Conclusions: This research contributes to the current discussions concerning the influence of social media on personal well-being and the field of media psychology. The findings obtained can help in guiding the development of interventions and strategies aimed at promoting psychological welfare within digitally interconnected communities.

European Journal of Mental HealthVol. 20
Ural Federal University (RU), MIREA - Russian Technological University (RU), GITAM University (IN)
Ministry of Education, India, Indian Institute of Technology Kharagpur, Scheme for Promotion of Academic and Research Collaboration
Openalex Percentile: Top 7%
Impact of Technology on Adolescents
4.20
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