The DOI matches its Crossref record; 99 of the 101 references it cites were found in a registry or an index, and 2 are not checked yet.
Fear of COVID-19, loneliness, smartphone addiction, and mental wellbeing among the Turkish general population: a serial mediation model
Open accessAbstract
The novel coronavirus-2019 (COVID-19) pandemic has become a major health problem worldwide. The impact of COVID-19 has also been associated with psychological and social problems. The main objective of the present study was to examine the associations between fear of COVID-19 and mental wellbeing, through a serial mediation analysis that included loneliness and smartphone addiction. Utilising convenience sampling from 73 of 81 cities in Turkey via the web-based survey the present study comprised 773 participants (556 females and 217 males; aged between 18 and 66 years) were collected. Self-report data were collected including psychometric measures assessing fear of COVID-19, loneliness, smartphone addiction, and mental wellbeing. Fear of COVID-19 was found to have both a direct and indirect effect on mental wellbeing. In addition, results supported a serial mediation model where fear of COVID-19 was found to influence mental wellbeing via loneliness and smartphone addiction in a sequential manner. The findings suggest that higher fear of COVID-19 is associated with lower mental wellbeing by negatively affecting individuals’ emotion and behaviour.
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“Research has shown that the fear of COVID-19 and anxiety regarding COVID-19 infection are identified as significant positive predictors of smartphone addiction [10,11].”
From COVID-19 Victimization Experience and College Students’ Mobile Phone Addiction: A Moderated Mediation Effect of Future Anxiety and Mindfulness (2022) · cites this paper as [10]
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Cites
(2013) · Cited by 44,563
Principles and Practice of Structural Equation Modeling
Tabri, N., & Elliott, C. M. (2012) · Canadian Graduate Journal of Sociology and Criminology · doi:10.15353/cgjsc.v1i1.3787 · Cited by 39,094
Statistical power analyses using G∗Power 3.1: tests for correlation and regression analyses
Faul, F., Erdfelder, E., Buchner, A., & Lang, A.-G. (2009) · Behavior Research Methods · doi:10.3758/brm.41.4.1149 · Cited by 37,615 · cited 1×
“G*Power (Faul et al. 2009) was used to determine the required sample size.”
Method(1998) · Cited by 36,049
Wu, Z., & McGoogan, J. M. (2020) · JAMA · doi:10.1001/jama.2020.2648 · Cited by 17,016
(2017) · Cited by 16,319
SPSS for Windows Step by Step: A Simple Guide and Reference
Mallery, P., & George, D. (1998) · Cited by 10,312
Holmes, E. A., O'Connor, R. C., Perry, V. H., Tracey, I., Wessely, S., Arseneault, L., Ballard, C., Christensen, H., Cohen Silver, R., Everall, I., et al. (2020) · The Lancet Psychiatry · doi:10.1016/s2215-0366(20)30168-1 · Cited by 5,715 · cited 3×
“In addition, as discussed above, it is consistent with research showing associations between loneliness, smartphone addiction, and mental wellbeing (e.g. Horwood and Anglim 2019; Lim and Kua 2011).”
BackgroundResult(2011) · Cited by 5,290
The mental health continuum: from languishing to flourishing in life.
Keyes, C. L. M. (2002) · Journal of Health and Social Behavior · doi:10.2307/3090197 · Cited by 5,133 · cited 2×
“Mental wellbeing proposes a holistic wellbeing which unites various concepts of wellbeing (Keyes 2002).”
Background
Research works printed but not linked: 10
- Butter S., 2012, Who’s Afraid of?, 109
- Cardak M., 2013, Turkish Online Journal of Educational Technology, 12, 134
- Gavin B., 2020, Irish Medical Journal, 113, 51
- Keldal G., 2015, Journal of Happiness & Well-Being, 3, 103
- 10.22722/kjpm.2017.25.2.111 · DOI
- Nunnally J. C., 1994, Psychometric Theory
- Öhman A., 2008, Handbook of Emotions, 709
- Okruszek Ł, 2020, PsyArXiv
- Panicker J., 2014, International Journal of Research in Applied, Natural and Social Sciences, 2, 1
- Rogers R. W., 1997, Handbook of Health Behavior Research 1: Personal and Social Determinants, 113
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Items 101–104 of 104
Akat, M. (2025) · Uluslararası Türk Eğitim Bilimleri Dergisi · doi:10.46778/goputeb.1706780
Lathabhavan, R., & Padhy, P. C. (2026) · Current Psychology · doi:10.1007/s12144-026-09586-5
“Thus, the study reinforced the relationships in the previous studies connecting to pandemic scenario that projected the role of problematic internet use in enhancing the fear during pandemic (Kayis et al., 2021).”
Human 2.0? AI and the Future of Well-Being, Connection, and Personal Growth: A Narrative Review
Vannoy, T. K., Cadieux, S., & Lyubomirsky, S. (2026) · Behavioral Sciences · doi:10.3390/bs16060909
“Prior research has linked excessive smartphone and social media use to a range of problematic outcomes (e.g., Dutot, 2020; Kayis et al., 2022; Kross et al., 2021; Webster et al., 2021).”
Xu, Q., Xu, B., & Yan, J. (2026) · Frontiers in Public Health · doi:10.3389/fpubh.2026.1925515
“These findings are broadly consistent with previous research linking problematic digital use, loneliness, and subjective wellbeing in university students (30, 34–36, 38, 41–50).”
Metadata
- Authors
- Kayis, A. R., Satici, B., Deniz, M. E., Satici, S. A., & Griffiths, M. D.
- Affiliations
- Department of Psychological Counselling, Kastamonu University, Kastamonu, Turkey
- Department of Psychological Counselling, Artvin Coruh University, Artvin, Turkey
- Yıldız Technical University (TR)
- Nottingham Trent University (GB)
- Corresponding author
- Griffiths, Mark D.
- Venue
- Behaviour & Information Technology
- Publisher
- Informa UK Limited
- Published
- 2021-05-26
- Volume
- 41
- Issue
- 11
- Pages
- 2484-2496
- ISSN
- 0144-929X (ISSN-L)
- 1362-3001
- OpenAlex
- W3164210675
- Cited by
- 104
- References
- 99
- Citations by year
- 2026: 4 · 2025: 12 · 2024: 22 · 2023: 22 · 2022: 36 · 2021: 8
- FWCI
- 15.04
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Behaviour and Information Technology (publishedVersion, cc-by-nc-nd)
- Nottingham Trent University's Institutional Repository (Nottingham Trent Repository) (acceptedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Topics
- Social Sciences › Psychology › Clinical Psychology › COVID-19 and Mental Health
- Social Sciences › Sociology and Political Science › Impact of Technology on Adolescents
- Social Sciences › Communication › Communication and COVID-19 Impact
- Keywords
- fear of COVID-19, loneliness, smartphone addiction, psychological well-being, serial mediation, psychological impact of COVID-19
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