The objective of the present study is to examine the mediating effect of resilience on the association between fear of COVID-19 and smartphone addiction in the era of COVID-19. Participants included 508 Turkish adolescents (53.9% girls; M = 17.78 ± 1.11 years) attending high schools or supplementary schools and completed measures of fear of COVID-19, smartphone addiction, and resilience. Girls reported higher scores on fear of COVID-19 and smartphone addiction and lower scores on resilience than their peers. Findings indicated that fear of COVID-19 significantly predicted resilience and smartphone addiction. Resilience also significantly predicted smartphone addiction. Mediation analysis showed that resilience partially mediated the relationship of fear of COVID-19 with smartphone addiction. Overall, current results suggest that high levels of fear of COVID-19 fuel the development of smartphone symptoms through reduced resilience. The fear of the COVID-19-smartphone addiction association appeared to be partially explained through resilience.
Ahorsu, D. K., Lin, C. Y., Imani, V., Saffari, M., Griffiths, M. D., & Pakpour, A. H. (2022). The fear of COVID-19 scale: Development and initial validation. International Journal of Mental Health and Addiction, 20, 1537–1545. https://doi.org/10.1007/s11469-020-00270-8
2.
AkbariA.KhormaieeF.KeshtkarA.MehboodiK.AmraiM. (2014). The prediction of test anxiety based on family communication pattern dimensions: The mediating role of academic resilience among first year high school students. International Journal of School Health, 1(2), 1–5. https://doi.org/10.17795/intjsh-22363
3.
AljomaaS. S.QudahM. F. A.AlbursanI. S.BakhietS. F.AbduljabbarA. S. (2016). Smartphone addiction among university students in the light of some variables. Computers in Human Behavior, 61, 155–164. https://doi.org/10.1016/j.chb.2016.03.041
4.
Alyami, M., Henning, M., Krägeloh, C. U., & Alyami, H. (2021). Psychometric evaluation of the Arabic version of the fear of COVID-19 scale. International Journal of Mental Health and Addiction. 19, 2219–2232. https://doi.org/10.1007/s11469-020-00316-x
5.
AnyanF.HjemdalO. (2016). Adolescent stress and symptoms of anxiety and depression: Resilience explains and differentiates the relationships. Journal of Affective Disorders, 203, 213–220. https://doi.org/10.1016/j.jad.2016.05.031
6.
BianM.LeungL. (2015). Linking loneliness, shyness, smartphone addiction symptoms, and patterns of smartphone use to social capital. Social Science Computer Review, 33(1), 61–79. https://doi.org/10.1177/0894439314528779
7.
BillieuxJ., MaurageP., Lopez-FernandezO., KussD. J., & GriffithsM. D. (2015). Can disordered mobile phone use be considered a behavioral addiction? An update on current evidence and a comprehensive model for future research. Current Addiction Reports, 2(2), 156−162. https://doi.org/10.1007/s40429-015-0054-y
8.
Center for Systems Science and Engineering. (2020). Coronavirus COVID-19 global cases at Johns Hopkins University. Retrieved from:https://coronavirus.jhu.edu/map.html
9.
ChoiS. W.KimD. J.ChoiJ. S.AhnH.ChoiE. J.SongW. Y., … & YounH. (2015). Comparison of risk and protective factors associated with smartphone addiction and internet addiction. Journal of Behavioral Addictions, 4(4), 308–314. https://doi.org/10.1556/2006.4.2015.043
10.
Çiçek, İ., Tanhan, A., & Buluş, M. (2021). Psychological inflexibility predicts depression and anxiety during Covid, 19 Pandemic. I-Manager's Journal on Educational Psychology, 15(1), 21–34.
11.
DarlingtonR. B.HayesA. F. (2017). Detecting and managing irregularities in regression analysis and linear models: Concepts, applications, and implementation. Guilford Press, pp. 479–518.
12.
DemirciK.AkgönülM.AkpinarA. (2015). Relationship of smartphone use severity with sleep quality, depression, and anxiety in university students. Journal of Behavioral Addictions, 4(2), 85–92. https://doi.org/10.1556/2006.4.2015.010
13.
DoğanT. (2015). Adaptation of the brief resilience scale into Turkish: A validity and reliability study. The Journal of Happiness & Well-Being, 3(1), 93–102.
14.
EvansY. N.GolubS.SequeiraG. M.EisensteinE.NorthS. (2020). Using telemedicine to reach adolescents during the COVID-19 pandemic. Journal of Adolescent Health, 67(4), 469–471. https://doi.org/10.1016/j.jadohealth.2020.07.015
15.
FieldA. (2009). Discovering statistics using SPSS. Sage publications.
16.
GristR.CliffeB.DenneM.CrokerA.StallardP. (2018). An online survey of young adolescent girls’ use of the internet and smartphone apps for mental health support. BJPsych Open, 4(4), 302–306. https://doi.org/10.1192/bjo.2018.43
17.
HayesA. F. (2018). Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-based Approach, 2nd edition. Guilford Press.
18.
HuL. T.BentlerP. M. (1998). Fit indices in covariance structure modeling: Sensitivity to under parameterized model misspecification. Psychological Methods, 3(4), 424–453. https://doi.org/10.1037/1082-989X.3.4.424
19.
HuT.ZhangD.WangJ. (2015). A meta-analysis of the trait resilience and mental health. Personality and Individual Differences, 76, 18–27. https://doi.org/10.1016/j.paid.2014.11.039
20.
JunW. H.JoM. J. (2016). Relationships between ego-resilience and smartphone addiction among nursing students. The Journal of the Korea Contents Association, 16(6), 739–747. https://doi.org/10.5392/JKCA.2016.16.06.739
21.
KwonM.KimD. J.ChoH.YangS. (2013). The smartphone addiction scale: Development and validation of a short version for adolescents. PLoS One, 8(12), e83558. https://doi.org/10.1371/journal.pone.0083558
22.
LeunerB.Mendolia-LoffredoS.ShorsT. J. (2004). Males and females respond differently to controllability and antidepressant treatment. Biological Psychiatry, 56(12), 964–970. https://doi.org/10.1016/j.biopsych.2004.09.018
23.
LutharS. S. (2006). Resilience in development: A synthesis of research across five decades. In CicchettiD.CohenD. J. (eds.), Developmental psychopathology: Vol. 3. Risk, disorder, and adaptation (2nd ed., pp. 739–795). Wiley.
24.
MastenA. S. (2018). Resilience theory and research on children and families: Past, present, and promise. Journal of Family Theory & Review, 10(1), 12–31. https://doi.org/10.1111/jftr.12255
25.
MastenA. S.CicchettiD. (2016). Resilience in development: Progress and transformation. In CicchettiD. (ed.), Developmental psychopathology (3rd ed., Vol. 4, pp. 271–333). Wiley.
26.
Matar BoumoslehJ.& JaaloukD. (2017). Depression, anxiety, and smartphone addiction in university students-A cross sectional study. PloS One, 12(8), e0182239. https://doi.org/10.1371/journal.pone.0182239
27.
Masuyama, A., Shinkawa, H. & Kubo, T. (2022). Validation and psychometric properties of the Japanese version of the fear of COVID-19 scale among adolescents. International Journal of Mental Health and Addiction, 20, 387–397. https://doi.org/10.1007/s11469-020-00368-z
NoyanC. O.Enez DarçinA.NurmedovS.YilmazO.DilbazN. (2015). Akıllı telefon bağımlılığı Ölçeğinin kısa formunun üniversite öğrencilerindeTürkçe geçerlilik ve güvenilirlik çalışması. Anatolian Journal of Psychiatry/Anadolu Psikiyatri Dergisi, 16(1), 73–81. https://doi.org/10.5455/apd.176101
30.
PutwainD. W.BestN. (2011). Fear appeals in the primary classroom: Effects on test anxiety and test grade. Learning and Individual Differences, 21(5), 580–584. https://doi.org/10.1016/j.lindif.2011.07.007
31.
SamahaM.HawiN. S. (2016). Relationships among smartphone addiction, stress, academic performance, and satisfaction with life. Computers in Human Behavior, 57, 321–325. https://doi.org/10.1016/j.chb.2015.12.045
32.
Satici, B., Gocet-Tekin, E., Deniz, M., & Satici, S. A. (2021). Adaptation of the fear of COVID-19 scale: Its association with psychological distress and life satisfaction in Turkey. International Journal of Mental Health and Addiction, 19(6), 1980–1988. https://doi.org/10.1007/s11469-020-00294-0
33.
ShigemuraJ.UrsanoR. J.MorgansteinJ. C.KurosawaM.BenedekD. M. (2020). Public responses to the novel 2019 coronavirus (2019-nCoV) in Japan: Mental health consequences and target populations. Psychiatry and Clinical Neurosciences, 74(4), 281–282. https://doi.org/10.1111/pcn.12988
34.
ShinL. M.LiberzonI. (2010). The neurocircuitry of fear, stress, and anxiety disorders. Neuropsychopharmacology, 35(1), 169–191. https://doi.org/10.1038/npp.2009.83
35.
SmithB. W.DalenJ.WigginsK.TooleyE., ChristopherP., ve Jennifer BernardJ. (2008). The brief resilience scale: Assessing the ability to bounce back. International Journal of Behavioral Medicine, 15, 194–200. https://doi.org/10.1080/10705500802222972
36.
TanhanA.YavuzK. F.YoungJ. S.NalbantA.ArslanG.YıldırımM.UlusoyS.GençE.UğurE.Çiçekİ. (2020). A proposed framework based on literature review of online contextual mental health services to enhance wellbeing and address psychopathology during COVID-19. Electronic Journal of General Medicine, 17(6), em254. https://doi.org/10.29333/ejgm/8316.
37.
TriguerosR.PadillaA. M.Aguilar-ParraJ. M.RocamoraP.Morales-GázquezM. J.López-LiriaR. (2020). The influence of emotional intelligence on resilience, test anxiety, academic stress and the Mediterranean diet. A study with university students. International Journal of Environmental Research and Public Health, 17(6), 2071. https://doi.org/10.3390/ijerph17062071
38.
WangJ.WangP.YangX.ZhangG.WangX.ZhaoF., … & LeiL. (2019). Fear of missing out and procrastination as mediators between sensation seeking and adolescent smartphone addiction. International Journal of Mental Health and Addiction, 17(4), 1049–1062. https://doi.org/10.1007/s11469-019-00106-0
YildirimM. (2019). Mediating role of resilience in the relationships between fear of happiness and affect balance, satisfaction with life, and flourishing. Europe’s Journal of Psychology, 15(2), 183–198. https://doi.org/10.5964/ejop.v15i2.1640
41.
YıldırımM.ArslanG.ÖzaslanA. (2020). Perceived risk and mental health problems among healthcare professionals during COVID-19 pandemic: Exploring the mediating effects of resilience and coronavirus fear. International Journal of Mental Health and Addiction, 20, 1035–1045. https://doi.org/10.1007/s11469-020-00424-8
42.
YıldırımM.ArslanG. (2020). Exploring the associations between resilience, dispositional hope, preventive behaviours, subjective well-being, and psychological health among adults during early stage of COVID-19. Current Psychology, 41, 5712–5722. https://doi.org/10.1007/s12144-020-01177-2
43.
YıldırımM.ArslanG.AzizI. A. (2020). Why do people high in COVID-19 worry have more mental health disorders? The roles of resilience and meaning in life. Psychiatria Danubina, 32(3 − 4), 505–512. https://doi.org/10.24869/psyd.2020.505
44.
YıldırımM.GeçerE.AkgülÖ. (2021). The impacts of vulnerability, perceived risk, and fear on preventive behaviours against COVID-19. Psychology, Health & Medicine, 26(1), 35–43. https://doi.org/10.1080/13548506.2020.1776891
45.
ZhaiY.DuX. (2020). Mental health care for international Chinese students affected by the COVID-19 outbreak. The Lancet Psychiatry, 7(4), e22. https://doi.org/10.1016/S2215-0366(20)30089-4
