Loneliness and Emotional and Externalizing Problems in Early Adolescence: Moderating and Mediating Effects of Coping Skills
Abstract
1. Introduction
1.1. Loneliness in Early Adolescence
1.2. Loneliness and Its Relationship with Emotional and Externalizing Problems
1.3. The Role of Gender in Adolescent Loneliness
1.4. Coping Skills and Their Relationship with Loneliness and Emotional and Externalizing Problems in Adolescence
1.5. The Current Study
- Loneliness will be positively associated with non-productive coping, which, in turn, will be positively associated with both emotional health and externalizing problems;
- Loneliness will be negatively associated with problem-solving coping, which, in turn, will be negatively associated with emotional health and externalizing problems.
2. Materials and Methods
2.1. Design
2.2. Recruitment
2.3. Sampling and Participants
2.4. Measurement Tools
2.4.1. Loneliness in School
2.4.2. Emotional and Externalizing Problems
2.4.3. Coping Skills
2.4.4. Family Demographics
2.5. Analytic Strategy
3. Results
3.1. The Effects of Nested Data on Study Variables Before and After the Transition
3.2. Descriptive, Correlational, and Inferential Relationships Among Measures
3.3. Hypotheses Testing
4. Discussion
Strengths and Limitations
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Achenbach, T. M., & Rescorla, L. A. (2014). The Achenbach system of empirically based assessment (ASEBA) for ages 1.5 to 18 years. In The use of psychological testing for treatment planning and outcomes assessment (pp. 179–213). Routledge. [Google Scholar]
- Akos, P., & Galassi, J. P. (2004). Middle and high school transitions as viewed by students, parents, and teachers. The American School Counsellor Association, 7(4), 212–221. [Google Scholar]
- Asher, S. R., Hymel, S., & Renshaw, P. D. (1984). Loneliness in children. Child Development, 55(4), 1456–1464. [Google Scholar] [CrossRef]
- Asher, S. R., & Paquette, J. A. (2003). Loneliness and peer relations in childhood. Current Directions in Psychological Science, 12(3), 75–78. [Google Scholar] [CrossRef]
- Asher, S. R., & Wheeler, V. A. (1985). Children’s loneliness: A comparison of rejected and neglected peer status. Journal of Consulting and Clinical Psychology, 53(4), 500. [Google Scholar] [CrossRef]
- Austenfeld, J. L., & Stanton, A. L. (2004). Coping through emotional approach: A new look at emotion, coping, and health-related outcomes. Journal of Personality, 72(6), 1335–1364. [Google Scholar] [CrossRef] [PubMed]
- Australian Bureau of Statistics [ABS]. (2001). ABS 2001 census dictionary (Cat. no. 2901.0). Available online: http://www.abs.gov.au/Ausstats/abs%40.nsf/66f306f503e529a5ca25697e0017661f/5d885de7659d4c8cca256a3800008ef3!OpenDocument (accessed on 19 December 2010).
- Australian Institute of Health and Welfare. (2017). Autism in Australia. Australian Institute of Health and Welfare. [Google Scholar]
- Benatov, J., Klomek, A. B., Shira, B., Apter, A., Carli, V., Wasserman, C., Hoven, C. W., Sarchiapone, M., Balazs, J., Bobes, J., Brunner, R., Corcoran, P., Cosman, D., Haring, C., Kahn, J.-P., Keeley, H., Kereszteny, A., Podlogar, T., Postuvan, V., … Wasserman, D. (2020). Doing nothing is sometimes worse: Comparing avoidant versus approach coping strategies with peer victimization and their association to depression and suicide ideation. Journal of School Violence, 19(4), 456–469. [Google Scholar] [CrossRef]
- Besevegis, E., & Galanaki, E. P. (2010). Coping with loneliness in childhood. European Journal of Developmental Psychology, 7(6), 653–673. [Google Scholar] [CrossRef]
- Besser, A., Flett, G. L., & Davis, R. A. (2003). Self-criticism, dependency, silencing the self, and loneliness: A test of a mediational model. Personality and Individual Differences, 35(8), 1735–1752. [Google Scholar] [CrossRef]
- Boivin, M., Hymel, S., & Bukowski, W. M. (1995). The roles of social withdrawal, peer rejection, and victimization by peers in predicting loneliness and depressed mood in childhood. Development and Psychopathology, 7, 765–785. [Google Scholar] [CrossRef]
- Bourdon, K. H., Goodman, R., Rae, D. S., Simpson, G., & Koretz, D. S. (2005). The strengths and difficulties questionnaire: U.S. normative data and psychometric properties. Journal of the American Academy of Child and Adolescent Psychiatry, 44(6), 557–564. [Google Scholar] [CrossRef]
- Bronfenbrenner, U., & Morris, P. (1998). The ecology of developmental processes. In W. Damon (Ed.), Handbook of child psychology (Vol. 1, pp. 993–1028). Wiley. [Google Scholar]
- Brown, D. G., & Harris, T. (1978). The social origins of depression. Tavistock. [Google Scholar]
- Byrne, B. M. (1998). Structural equation modeling with LISREL, PRELIS and SIMPLIS: Basic concepts, applications and programming. Lawrence Erlbaum Associates. [Google Scholar]
- Cacioppo, J. T., Hughes, M. E., Waite, L. J., Hawkley, L. C., & Thisted, R. A. (2006). Loneliness as a specific risk factor for depressive symptoms: Cross-sectional and longitudinal analyses. Psychology and Aging, 21(1), 140. [Google Scholar] [CrossRef] [PubMed]
- Cacioppo, S., Grippo, A. J., London, S., Goossens, L., & Cacioppo, J. T. (2015). Loneliness: Clinical import and interventions. Perspectives on Psychological Science, 10(2), 238–249. [Google Scholar] [CrossRef] [PubMed]
- Card, N. A., & Little, T. D. (2006). Proactive and reactive aggression in childhood and adolescence: A meta-analysis of differential relations with psychosocial adjustment. International Journal of Behavioral Development, 30(5), 466–480. [Google Scholar] [CrossRef]
- Chipuer, H. M. (2004). Australian children’s understanding of loneliness. Australian Journal of Psychology, 56(3), 147–153. [Google Scholar] [CrossRef]
- Commonwealth of Australia. (2005). National framework for values education in Australian schools. Commonwealth of Australia. [Google Scholar]
- Compas, B. E., Jaser, S. S., Bettis, A. H., Watson, K. H., Gruhn, M. A., Dunbar, J. P., Williams, E., & Thigpen, J. C. (2017). Coping, emotion regulation, and psychopathology in childhood and adolescence: A meta-analysis and narrative review. Psychological Bulletin, 143(9), 939. [Google Scholar] [CrossRef]
- Compas, B. E., Jaser, S. S., Dunbar, J. P., Watson, K. H., Bettis, A. H., Gruhn, M. A., & Williams, E. K. (2014). Coping and emotion regulation from childhood to early adulthood: Points of convergence and divergence. Australian Journal of Psychology, 66(2), 71–81. [Google Scholar] [CrossRef]
- Coplan, R. J., Bowker, J. C., & Nelson, L. J. (2021). The handbook of solitude: Psychological perspectives on social isolation, social withdrawal, and being alone. John Wiley & Sons. [Google Scholar]
- Cordier, R., Brown, N., Chen, Y.-W., Wilkes-Gillan, S., & Falkmer, T. (2016). Piloting the use of experience sampling method to investigate the everyday social experiences of children with Asperger syndrome/high functioning autism. Developmental Neurorehabilitation, 19(2), 103–110. [Google Scholar] [CrossRef]
- Coyne, S. M., Rogers, A. A., Zurcher, J. D., Stockdale, L., & Booth, M. (2020). Does time spent using social media impact mental health?: An eight year longitudinal study. Computers in Human Behavior, 104, 106160. [Google Scholar] [CrossRef]
- Cross, D., & Lester, L. (2017). Making transition a positive experience—10 key strategies. Teacher Bulletin. Available online: https://www.teachermagazine.com/au_en/articles/making-transition-a-positive-experience-10-key-strategies (accessed on 19 February 2022).
- Cross, D., Shaw, T., Epstein, M., Pearce, N., Barnes, A., Burns, S., Waters, S., Lester, L., & Runions, K. (2018). Impact of the Friendly Schools whole-school intervention on transition to secondary school and adolescent bullying behaviour. European Journal of Education, 53(4), e0001. [Google Scholar] [CrossRef]
- Dean, J., & Keshavan, M. (2017). The neurobiology of depression: An integrated view. Asian Journal of Psychiatry, 27, 101–111. [Google Scholar] [CrossRef]
- de Jonge-Heesen, K. W. J., Rasing, S. P. A., Vermulst, A. A., Tak, Y. R., Engels, R. C. M. E., & Creemers, D. H. M. (2021). Associations between coping strategies and depressive symptoms in sdolescence: A longitudinal perspective. The Journal of Early Adolescence, 41(7), 1020–1054. [Google Scholar] [CrossRef]
- Diamantopoulos, A., & Siguaw, J. A. (2000). Introducing LISREL: A Guide for the Uninitiated. Sage Publications. [Google Scholar]
- Dickey, W. C., & Blumberg, S. J. (2004). Revisiting the factor structure of the strengths and difficulties questionnaire: United States, 2001. Journal of the American Academy of Child & Adolescent Psychiatry, 43(9), 1159–1167. [Google Scholar] [CrossRef] [PubMed]
- Dunn, C., & Sicouri, G. (2022). The relationship between loneliness and depressive symptoms in children and adolescents: A meta-analysis. Behaviour Change, 39(3), 134–145. [Google Scholar] [CrossRef]
- D’zurilla, T. J., Nezu, A. M., & Maydeu-Olivares, A. (2004). Social problem solving: Theory and assessment. In E. C. Chang, T. J. D’Zurilla, & L. J. Sanna (Eds.), Social problem solving: Theory, research, and training (pp. 11–27). American Psychological Association. [Google Scholar]
- Eccles, A. M., & Qualter, P. (2021). Review: Alleviating loneliness in young people—A meta-analysis of interventions. Child and Adolescent Mental Health, 26(1), 17–33. [Google Scholar] [CrossRef]
- Eccles, J. S., Midgley, C., Wigfield, A., Buchanan, C. M., Reuman, D., Flanagan, C., & Mac Iver, D. (1993). Development during adolescence: The impact of stage-environment fit on adolescents’ experiences in school and in families. American Psychologist, 48(2), 90–101. [Google Scholar] [CrossRef]
- Erzen, E., & Çikrikci, Ö. (2018). The effect of loneliness on depression: A meta-analysis. International Journal of Social Psychiatry, 64(5), 427–435. [Google Scholar] [CrossRef]
- Folkman, S., & Lazarus, R. S. (1988). The relationship between coping and emotion: Implications for theory and research. Social Science Medicine, 26(3), 309–317. [Google Scholar] [CrossRef]
- Frydenberg, E. (1997). Adolescent coping: Theoretical and research perspectives. Routledge. [Google Scholar]
- Frydenberg, E. (2008). Adolescent coping: Advances in theory, research and practice. Routledge. [Google Scholar]
- Frydenberg, E., & Lewis, R. (1993). Adolescent coping scale: Administrator’s manual. ACER. [Google Scholar]
- Frydenberg, E., & Lewis, R. (1994). Coping with different concerns: Consistency and variation in coping strategies used by adolescents. Australian Psychologist, 29, 45–48. [Google Scholar] [CrossRef]
- Gallardo, L. O., Martín-Albo, J., & Barrasa, A. (2018). What leads to loneliness? An integrative model of social, motivational, and emotional approaches in adolescents. Journal of Research on Adolescence, 28(4), 839–857. [Google Scholar] [CrossRef]
- Gardner, S. E., Betts, L. R., Stiller, J., & Coates, J. (2017). The role of emotion regulation for coping with school-based peer-victimisation in late childhood. Personality and Individual Differences, 107, 108–113. [Google Scholar] [CrossRef]
- Goodman, A., Lamping, D. L., & Ploubidis, G. B. (2010). When to use broader internalising and externalising subscales instead of the hypothesised five subscales on the strengths and difficulties questionnaire (SDQ): Data from British parents, teachers and children. Journal of Abnormal Child Psychology, 38(8), 1179–1191. [Google Scholar] [CrossRef] [PubMed]
- Goosby, B. J., Bellatorre, A., Walsemann, K. M., & Cheadle, J. E. (2013). Adolescent loneliness and health in early adulthood. Sociological Inquiry, 83(4), 505–536. [Google Scholar] [CrossRef] [PubMed]
- Goossens, L., & Beyers, W. (2002). Comparing measures of childhood loneliness: Internal consistency and confirmatory factor analysis. Journal of Clinical Child & Adolescent Psychology, 31(2), 252–262. [Google Scholar] [CrossRef]
- Greeff, A. P., & Van Der Merwe, S. (2004). Variables associated with resilience in divorced families. Social Indicators Research, 68, 59–75. [Google Scholar] [CrossRef]
- Guerra, C., Pereda, N., & Guilera, G. (2017). Poly-Victimization and coping profiles: Relationship with externalizing symptoms in adolescents. Journal of Interpersonal Violence, 36(3-4), 1865–1882. [Google Scholar] [CrossRef]
- Hampel, P., & Petermann, F. (2006). Perceived stress, coping, and adjustment in adolescents. Journal of Adolescent Health, 38(4), 409–415. [Google Scholar] [CrossRef]
- Hawkley, L. C., Burleson, M. H., Berntson, G. G., & Cacioppo, J. T. (2003). Loneliness in everyday life: Cardiovascular activity, psychosocial context, and health behaviors. Journal of Personality and Social Psychology, 85(1), 105. [Google Scholar] [CrossRef]
- Hawkley, L. C., & Capitanio, J. P. (2015). Perceived social isolation, evolutionary fitness and health outcomes: A lifespan approach. Philosophical Transactions of the Royal Society B, 370(11669), 20140114. [Google Scholar] [CrossRef]
- Heinrich, L. M., & Gullone, E. (2006). The clinical significance of loneliness: A literature review. Clinical Psychology Review, 26(6), 695–718. [Google Scholar] [CrossRef]
- Holt-Lunstad, J., Smith, T. B., Baker, M., Harris, T., & Stephenson, D. (2015). Loneliness and social isolation as risk factors for mortality: A meta-analytic review. Perspectives on Psychological Science, 10(2), 227–237. [Google Scholar] [CrossRef]
- Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6(1), 1–55. [Google Scholar] [CrossRef]
- Hyde, J. S. (2005). The gender similarities hypothesis. American Psychologist, 60, 581–592. [Google Scholar] [CrossRef]
- Inderbitzen-Pisaruk, H., Clark, M. L., & Solano, C. H. (1992). Correlates of loneliness in mid-adolescence. Journal of Youth and Adolescence, 21(2), 151–167. [Google Scholar] [CrossRef] [PubMed]
- Jenness, J. L., Peverill, M., King, K. M., Hankin, B. L., & McLaughlin, K. A. (2019). Dynamic associations between stressful life events and adolescent internalizing psychopathology in a multiwave longitudinal study. Journal of Abnormal Psychology, 128(6), 596–609. [Google Scholar] [CrossRef] [PubMed]
- Kearns, S. M., & Creaven, A.-M. (2016). Individual differences in positive and negative emotion regulation: Which strategies explain variability in loneliness. Personality and Mental Health, 11(1), 64–74. [Google Scholar] [CrossRef] [PubMed]
- Kingery, J. N., Erdley, C. A., & Marshall, K. C. (2011). Peer acceptance and friendship as predictors of early adolescents’ adjustment across the middle school transition. Merrill-Palmer Quarterly, 57(3), 215–243. [Google Scholar] [CrossRef]
- Kiuru, N., Salmela-Aro, K., Laursen, B., Vasalampi, K., Beattie, M., Tunkkari, M., & Junttila, N. (2024). Profiles of loneliness and ostracism during adolescence: Consequences, antecedents, and protective factors. Child Psychiatry & Human Development. online ahead of print. [Google Scholar] [CrossRef]
- Kline, R. B. (2005). Principles and practice of structural equation modeling (2nd ed.). The Guilford Press. [Google Scholar]
- Koskelainen, M., Sourander, A., & Vauras, M. (2001). Self-reported strengths and difficulties in a community sample of Finnish adolescents. European Child & Adolescent Psychiatry, 10(3), 180–185. [Google Scholar] [CrossRef]
- Ladd, G. W., & Troop-Gordon, W. (2003). The role of chronic peer difficulties in the development of children’s psychological adjustment problems. Child Development, 74, 1325–1348. [Google Scholar] [CrossRef]
- Lamb, S., Dwyer, P., & Wyn, J. (2000). Noncompletion of school in Australia: The changing patterns of participation and outcomes. ACER. [Google Scholar]
- Lamblin, M., Murawski, C., Whittle, S., & Fornito, A. (2017). Social connectedness, mental health and the adolescent brain. Neuroscience & Biobehavioral Reviews, 80, 57–68. [Google Scholar] [CrossRef]
- Lazarus, R. S., & Folkman, S. (1984). Stress, appraisal, and coping. Springer. [Google Scholar]
- Lester, L. J., Waters, S., & Cross, D. (2013). The relationship between school connectedness and mental health during the transition to secondary school: A path analysis. Australian Journal of Guidance and Counselling, 23(02), 157–171. [Google Scholar] [CrossRef]
- Lewis, R., & Frydenberg, E. (2004). Adolescents least able to cope: How do they respond to their stresses? British Journal of Guidance & Counselling, 32(1), 25–37. [Google Scholar] [CrossRef]
- Lodder, G. M. A., Goossens, L., Scholte, R. H. J., Engels, R. C. M. E., & Verhagen, M. (2016). Adolescent Loneliness and Social Skills: Agreement and Discrepancies Between Self-, Meta-, and Peer-Evaluations. Journal of Youth and Adolescence, 45(12), 2406–2416. [Google Scholar] [CrossRef] [PubMed]
- Madsen, K. R., Holstein, B. E., Damsgaard, M. T., Rayce, S. B., Jespersen, L. N., & Due, P. (2018). Trends in social inequality in loneliness among adolescents 1991–2014. Journal of Public Health, 41(2), e133–e140. [Google Scholar] [CrossRef] [PubMed]
- Maes, M., Qualter, P., Lodder, G. M. A., & Mund, M. (2022). How (not) to measure loneliness: A review of the eight most commonly used scales. International Journal of Environmental Research and Public Health, 19(17), 10816. [Google Scholar] [CrossRef]
- Maes, M., Qualter, P., Vanhalst, J., Van den Noortgate, W., Goossens, L., & Kandler, C. (2019). Gender differences in loneliness across the lifespan: A meta-analysis. European Journal of Personality, 33(6), 642–654. [Google Scholar] [CrossRef]
- Mahon, N. E., Yarcheski, A., Yarcheski, T. J., Cannella, B. L., & Hanks, M. M. (2005). Meta-analysis of predictors of loneliness during adolescence. Nursing Research, 55(5), 308–315. [Google Scholar] [CrossRef]
- McKnight, P., McKnight, K., Sidani, S., & Figueredo, A. (2007). Missing data: A gentle introduction. Guilford. [Google Scholar]
- McWhirter, B. T. (1990). Loneliness: A review of current literature, with implications for counseling and research. Journal of Counseling & Development, 68(4), 417–422. [Google Scholar] [CrossRef]
- Meng, X. H., Tao, F. B., Wan, Y. H., Hu, Y., & Wang, R. X. (2011). Coping as a mechanism linking stressful life events and mental health problems in adolescents. Biomedical and Environmental Sciences, 24(6), 649–655. [Google Scholar] [CrossRef]
- Meyers, L. S., Gamst, G., & Guarino, A. J. (2006). Applied multivariate research: Design and implication. Sage Publications, Inc. [Google Scholar]
- Miller-Johnson, S., Coie, J. D., Maumary-Gremaud, A., & Bierman, K. (2002). Peer rejection and aggression and early starter models of conduct disorder. Journal of Abnormal Child Psychology, 30(3), 217–230. [Google Scholar] [CrossRef]
- Milton, D. E. M. (2012). On the ontological status of autism: The ‘double empathy problem’. Disability & Society, 27(6), 883–887. [Google Scholar] [CrossRef]
- Morrow, M. T., Hubbard, J. A., McAuliffe, M. D., Rubin, R. M., & Dearing, K. F. (2006). Childhood aggression, depressive symptoms, and peer rejection: The mediational model revisited. International Journal of Behavioral Development, 30(3), 240–248. [Google Scholar] [CrossRef]
- Myin-Germeys, I., Kasanova, Z., Vaessen, T., Vachon, H., Kirtley, O., Viechtbauer, W., & Reininghaus, U. (2018). Experience sampling methodology in mental health research: New insights and technical developments. World Psychiatry, 17(2), 123–132. [Google Scholar] [CrossRef] [PubMed]
- Myruski, S., Pérez-Edgar, K., & Buss, K. A. (2024). Adolescent coping and social media use moderated anxiety change during the COVID-19 pandemic. Journal of Adolescence, 96(1), 177–195. [Google Scholar] [CrossRef] [PubMed]
- Orben, A., Tomova, L., & Blakemore, S.-J. (2020). The effects of social deprivation on adolescent development and mental health. The Lancet Child & Adolescent Health, 4(8), 634–640. [Google Scholar] [CrossRef] [PubMed]
- Page, R. M., & Cole, G. E. (1991). Loneliness and alcoholism risk in late adolescence: A comparative study of adults and adolescents. Adolescence, 26(104), 925–930. [Google Scholar]
- Park, C., Majeed, A., Gill, H., Tamura, J., Ho, R., Mansur, R. B., Nasri, F., Lee, Y., Rosenblat, M., Wong, E., & McIntyre, R. S. (2020). The effect of loneliness on distinct health outcomes: A comprehensive review and meta-analysis. Psychiatry Research, 294, 113514. [Google Scholar] [CrossRef]
- Parker, J. G., & Asher, S. R. (1993). Friendship and friendship quality in middle childhood: Links with peer group acceptance and feelings of loneliness and social dissatisfaction. Development and Psychology, 29, 611–621. [Google Scholar] [CrossRef]
- Parker, J. G., Saxon, J. L., Asher, S. R., & Kovacs, D. M. (1999). Dimensions of children’s friendship adjustment: Implications for understanding loneliness. In K. J. Rotenberg, & S. Hymel (Eds.), Loneliness in childhood and adolescence (pp. 201–221). Cambridge University Press. [Google Scholar]
- Parkhurst, J. T., & Hopmeyer, A. (1999). Developmental change in the sources of loneliness in childhood and adolescence: Constructing a theoretical model. In K. J. Rotenberg, & S. Hymel (Eds.), Loneliness in childhood and adolescence (pp. 56–79). Cambridge University Press. [Google Scholar]
- Peplau, L. A., & Perlman, D. (1982). Loneliness: A sourcebook of current theory, research, and therapy. Wiley-Interscience. [Google Scholar]
- Podsakoff, P. M., MacKenzie, S. B., Lee, J. Y., & Podsakoff, N. P. (2003). Common method biases in behavioral research: A critical review of the literature and recommended remedies. Journal of Applied Psychology, 88(5), 879–903. [Google Scholar] [CrossRef]
- Polman, H., De Castro, B. O., Koops, W., van Boxtel, H. W., & Merk, W. W. (2007). A meta-analysis of the distinction between reactive and proactive aggression in children and adolescents. Journal of Abnormal Child Psychology, 35(4), 522–535. [Google Scholar] [CrossRef]
- Preacher, K. J., & Hayes, A. F. (2008). Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behavior Research Methods, 40(3), 879–891. [Google Scholar] [CrossRef]
- Qualter, P., Brown, S. L., Munn, P., & Rotenberg, K. J. (2010). Childhood loneliness as a predictor of adolescent depressive symptoms: An 8-year longitudinal study. European Child & Adolescent Psychiatry, 19(6), 493–501. [Google Scholar] [CrossRef]
- Qualter, P., Rotenberg, K. J., Barrett, L., Henzi, P., Barlow, A., Stylianou, M., & Harris, R. A. (2013). Investigating hypervigilance for social threat of lonely children. Journal of Abnormal Child Psychology, 41(2), 325–338. [Google Scholar] [CrossRef] [PubMed]
- Qualter, P., Vanhalst, J., Harris, R. A., Van Roekel, E., Lodder, G., Bangee, M., Maes, M., & Verhagen, M. (2015). Loneliness across the life span. Perspectives on Psychological Science, 10(2), 250–264. [Google Scholar] [CrossRef] [PubMed]
- Quan, L., Zhen, R., & Yao, B. (2014). The effects of loneliness and coping style on academic adjustment among college freshmen. Social Behaviour and Personality, 42(6), 969–978. [Google Scholar] [CrossRef]
- Raudenbush, S. W., & Bryk, A. S. (2002). Hierarchical linear models: Applications and data analysis methods (Vol. 1). Sage. [Google Scholar]
- Riso, D. D., Salcuni, S., Chessa, D., Raudino, A., Lis, A., & Altoè, G. (2010). The Strengths and Difficulties Questionnaire (SDQ). Early evidence of its reliability and validity in a community sample of Italian children. Personality and Individual Differences, 49(6), 570–575. [Google Scholar] [CrossRef]
- Rokach, A. (2001). Strategies of coping with loneliness throughout the lifespan. Current Psychology, 20(1), 3–17. [Google Scholar] [CrossRef]
- Roohafza, H. R., Afshar, H., Keshteli, A. H., Mohammadi, N., Feizi, A., Taslimi, M., & Adibi, P. (2014). What’s the role of perceived social support and coping styles in depression and anxiety? Journal of Research in Medical Sciences: The Official Journal of Isfahan University of Medical Sciences, 19(10), 944–949. [Google Scholar]
- Rubin, D. B. (2018). Multiple imputation. In Flexible imputation of missing data (2nd ed., pp. 29–62). Chapman and Hall/CRC. [Google Scholar]
- Seiffge-Krenke, I., & Klessinger, N. (2000). Long-term effects of avoidant coping on adolescents’ depressive symptoms. Journal of Youth and Adolescence, 29(6), 617–630. [Google Scholar] [CrossRef]
- Sheppes, G., Suri, G., & Gross, J. J. (2015). Emotion regulation and psychopathology. Annual Review of Clinical Psychology, 11(1), 379–405. [Google Scholar] [CrossRef]
- Snijders, T. A. B., & Bosker, R. J. (2012). Multilevel analysis: An introduction to basic and advanced multilevel modeling. Sage Publishing. [Google Scholar]
- Spyropoulou, E., & Giovazolias, T. (2024). Cognitive reappraisal moderates the longitudinal relationship between adolescents’ peer victimization and self-esteem. A latent interaction model. Child Psychiatry & Human Development. online ahead of print. [Google Scholar] [CrossRef]
- Steinberg, L. (2002). Adolescence (6th ed.). McGraw-Hill College. [Google Scholar]
- Steinberg, L., & Morris, A. S. (2001). Adolescent development. Annual Review of Psychology, 52, 83–110. [Google Scholar] [CrossRef]
- Stone, L. L., Otten, R., Engels, R., Vermulst, A. A., & Janssens, J. M. (2010). Psychometric properties of the parent and teacher versions of the strengths and difficulties questionnaire for 4-to 12-year-olds: A review. Clinical Child and Family Psychology Review, 13(3), 254–274. [Google Scholar] [CrossRef]
- Tabachnick, B., & Fidell, L. (2007). Using multivariate statistics (5th ed.). Pearson Education Inc. and Allyn & Bacon. [Google Scholar]
- Tang, X., Upadyaya, K., & Salmela-Aro, K. (2021). School burnout and psychosocial problems among adolescents: Grit as a resilience factor. Journal of Adolescence, 86, 77–89. [Google Scholar] [CrossRef] [PubMed]
- Tseng, W. L., Banny, A. M., Kawabata, Y., Crick, N. R., & Gau, S. S. F. (2013). A cross-lagged structural equation model of relational aggression, physical aggression, and peer status in a chinese culture. Agressive Behavior, 39(4), 301–315. [Google Scholar] [CrossRef] [PubMed]
- Undheim, A. M., Wallander, J., & Sund, A. M. (2016). Coping strategies and associations with depression among 12- to 15-year-old norwegian adolescents involved in bullying. The Journal of Nervous and Mental Disease, 204(4), 274–279. [Google Scholar] [CrossRef] [PubMed]
- Van-Buskirk, A. M., & Duke, M. P. (1991). The relationship between coping style and loneliness in adolescents: Can sad passivity be adaptive? Journal of Genetic Psychology, 152(2), 145–157. [Google Scholar] [CrossRef]
- Vanhalst, J., Luyckx, K., Teppers, E., & Goossens, L. (2012). Disentangling the longitudinal relation between loneliness and depressive symptoms: Prospective effects and the intervening role of coping. Journal of Social and Clinical Psychology, 31(8), 810–834. [Google Scholar] [CrossRef]
- Vaz, S. (2010). Factors affecting student adjustment as they transition from primary to secondary school: A longitudinal investigation (Publication Number 133377). Curtin University. [Google Scholar]
- Vaz, S., Cordier, R., Boyes, M., Parsons, R., Joosten, A., Ciccarelli, M., Falkmer, M., & Falkmer, T. (2016). Is using the strengths and difficulties questionnaire in a community sample the optimal way to assess mental health functioning? PLoS ONE, 11(1), e0144039. [Google Scholar] [CrossRef]
- Vaz, S., Cordier, R., Falkmer, M., Ciccarelli, M., Parsons, R., McAuliffe, T., & Falkmer, T. (2015). Should schools expect poor physical and mental health, social adjustment, and participation outcomes in students with disability? PLoS ONE, 10(5), e0126630. [Google Scholar] [CrossRef]
- Vaz, S., Falkmer, M., Parsons, R., Passmore, A. E., Parkin, T., & Falkmer, T. (2014a). School belongingness and mental health functioning across the primary-secondary transition in a mainstream sample: Multi-group cross-lagged analyses. PLoS ONE, 9(6), e99576. [Google Scholar] [CrossRef]
- Vaz, S., Parsons, R., Falkmer, T., Passmore, A. E., & Falkmer, M. (2014b). The impact of personal background and school contextual factors on academic competence and mental health functioning across the primary-secondary school transition. PLoS ONE, 9(3), e89874. [Google Scholar] [CrossRef]
- Vilaysack, B., Cordier, R., Doma, K., & Chen, Y. W. (2016). Capturing everyday experiences of typically developing children aged five to seven years: A feasibility study of experience sampling methodology. Australian Occupational Therapy Journal, 63(6), 424–433. [Google Scholar] [CrossRef]
- Viner, R. M., Ozer, E. M., Denny, S., Marmot, M., Resnick, M., Fatusi, A. O., & Currie, C. (2012). Adolescence and the social determinants of health. The Lancet, 379(9826), 1641–1652. [Google Scholar] [CrossRef]
- Vitaro, F., & Brendgen, M. (Eds.). (2005). Proactive and reactive aggression. Guilford Press. [Google Scholar]
- von Soest, T., Luhmann, M., & Gerstorf, D. (2020). The development of loneliness through adolescence and young adulthood: Its nature, correlates, and midlife outcomes. Developmental Psychology, 56(10), 1919–1934. [Google Scholar] [CrossRef]
- Wong, N. M. L., Yeung, P. P. S., & Lee, T. M. C. (2018). A developmental social neuroscience model for understanding loneliness in adolescence. Social Neuroscience, 13(1), 94–103. [Google Scholar] [CrossRef]
- Zammuner, V. (2019). Adolescents’ coping strategies influence their psychosocial well-Being. Current Journal of Applied Science and Technology, 36(3), 1–17. [Google Scholar] [CrossRef]
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | ||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | T1 loneliness | 1 | 0.27 ** | 0.31 ** | −0.51 ** | 0.03 | 0.36 ** | 0.50 ** | 0.21 ** | 0.21 ** | −0.35 ** | 0.01 | 0.27 ** |
2 | T1 emotional problems | 1 | 0.47 ** | −0.24 ** | 0.01 | 0.18 ** | 0.22 ** | 0.62 ** | 0.35 ** | −0.09 | 0.16 ** | 0.19 ** | |
3 | T1 externalizing problems | 1 | −0.32 ** | 0.01 | 0.32 ** | 0.23 ** | 0.32 ** | 0.80 ** | −0.24 ** | 0.07 | 0.25 ** | ||
4 | T1 problem-solving coping | 1 | 0.28 ** | −0.05 | −0.30 ** | −0.20 ** | −0.23 ** | 0.45 ** | 0.04 | −0.19 ** | |||
5 | T1 reference to others coping (RTOC) | 1 | 0.39 ** | −0.02 | 0.02 | 0.05 | 0.13 * | 0.36 ** | 0.20 ** | ||||
6 | T1 non-productive coping | 1 | 0.17 ** | 0.18 ** | 0.33 ** | −0.02 | 0.22 ** | 0.45 ** | |||||
7 | T2 loneliness | 1 | 0.24 ** | 0.23 ** | −0.45 ** | 0.04 | 0.32 ** | ||||||
8 | T2 emotional problems | 1 | 0.36 ** | −0.13 * | 0.18 ** | 0.22 ** | |||||||
9 | T2 externalizing problems | 1 | −0.24 ** | 0.12 * | 0.30 ** | ||||||||
10 | T2 problem-solving coping | 1 | 0.12 * | −0.14 * | |||||||||
11 | T2 reference to others coping (RTOC) | 1 | 0.46 ** | ||||||||||
12 | T2 non-productive coping | 1 | |||||||||||
M | 29.96 | 1.89 | 3.53 | 71.31 | 54.83 | 48.64 | 30.88 | 1.64 | 3.97 | 69.77 | 52.62 | 48 | |
SD | 11.15 | 2 | 3.12 | 10.92 | 14.97 | 12.52 | 8.55 | 1.77 | 3.31 | 10.93 | 14.61 | 11 |
Paired Differences | t | p-Value | |||||
---|---|---|---|---|---|---|---|
M | SD | SEM | 95% CI of Δ Score | ||||
LL | UL | ||||||
Δ loneliness | 0.92 | 10.08 | 0.62 | −0.30 | 2.15 | 1.47 | 0.14 |
Δ emotional problems | −0.25 | 1.64 | 0.10 | −0.45 | −0.05 | −2.48 | 0.01 |
Δ externalizing problems | 0.45 | 2.01 | 0.12 | 0.19 | 0.69 | 3.55 | 0.00 |
Δ problem-solving coping | −1.53 | 11.39 | 0.70 | −2.90 | −0.14 | −2.16 | 0.03 |
Δ reference to others coping | −2.22 | 16.67 | 1.03 | −4.26 | −0.17 | −2.14 | 0.03 |
Δ non-productive coping | −0.64 | 12.50 | 0.77 | −2.17 | 0.88 | −0.82 | 0.41 |
Pathway | Standardized Path Coefficient | p-Value (2-Tailed) |
---|---|---|
T1 loneliness → T2 problem-solving coping | −0.54 | <0.001 |
T2 problem-solving coping → T2 externalizing problems | −0.29 | <0.001 |
T1 loneliness → T2 problem-solving coping → T2 externalizing problems | 0.16 | 0.007 |
T1 loneliness → T2 non-productive coping | 0.42 | <0.001 |
T2 non-productive coping → T2 externalizing problems | 0.39 | 0.004 |
T1 loneliness → T2 non-productive coping → T2 externalizing problems | 0.17 | 0.002 |
T2 problem-solving coping → T2 emotional problems | −0.17 | 0.054 |
T1 loneliness → T2 problem-solving coping → T2 emotional problems | 0.09 | 0.071 |
T2 non-productive coping → T2 emotional problems | 0.31 | 0.004 |
T1 loneliness → T2 non-productive coping → T2 emotional problems | 0.13 | 0.016 |
Pathway | Standardized Path Coefficient | p-Value (2-Tailed) |
---|---|---|
T1 loneliness → T1 problem-solving coping | −0.72 | <0.001 |
T1 problem-solving coping → T2 externalizing problems | −0.28 | 0.002 |
T1 loneliness → T1 problem-solving coping → T2 externalizing problems | 0.20 | 0.004 |
T1 loneliness → T1 non-productive coping | 0.44 | <0.001 |
T1 non-productive coping → T2 externalizing problems | 0.41 | <0.001 |
T1 loneliness → T1 non-productive coping → T2 externalizing problems | 0.18 | 0.001 |
T1 problem-solving coping → T2 emotional health | −0.30 | 0.003 |
T1 loneliness → T1 problem-solving coping → T2 emotional problems | 0.20 | 0.011 |
T1 non-productive coping → T2 emotional problems | 0.21 | 0.017 |
T1 loneliness → T1 non-productive coping → T2 emotional problems | 0.09 | 0.035 |
Pathway | Standardized Path Coefficient | p-Value (2-Tailed) |
---|---|---|
T1 loneliness → T2 emotional problems | 0.37 | <0.001 |
T1 loneliness → T2 externalizing problems | 0.44 | <0.001 |
T2 RTOC → T2 emotional problems | 0.27 | 0.002 |
T2 RTOC → T2 externalizing problems | 0.24 | 0.007 |
(T1 loneliness × T2 RTOC) → T2 emotional problems | 0.27 | 0.033 |
(T1 loneliness × T2 RTOC) → T2 externalizing problems | 0.67 | 0.613 |
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Vaz, S.; Cordier, R.; Joosten, A.; Shean, M.; Kane, R.; Black, M.H.; Martin, K.; Pearce, N.; Runions, K. Loneliness and Emotional and Externalizing Problems in Early Adolescence: Moderating and Mediating Effects of Coping Skills. Behav. Sci. 2025, 15, 1192. https://doi.org/10.3390/bs15091192
Vaz S, Cordier R, Joosten A, Shean M, Kane R, Black MH, Martin K, Pearce N, Runions K. Loneliness and Emotional and Externalizing Problems in Early Adolescence: Moderating and Mediating Effects of Coping Skills. Behavioral Sciences. 2025; 15(9):1192. https://doi.org/10.3390/bs15091192
Chicago/Turabian StyleVaz, Sharmila, Reinie Cordier, Annette Joosten, Mandie Shean, Robert Kane, Melissa H. Black, Karen Martin, Natasha Pearce, and Kevin Runions. 2025. "Loneliness and Emotional and Externalizing Problems in Early Adolescence: Moderating and Mediating Effects of Coping Skills" Behavioral Sciences 15, no. 9: 1192. https://doi.org/10.3390/bs15091192
APA StyleVaz, S., Cordier, R., Joosten, A., Shean, M., Kane, R., Black, M. H., Martin, K., Pearce, N., & Runions, K. (2025). Loneliness and Emotional and Externalizing Problems in Early Adolescence: Moderating and Mediating Effects of Coping Skills. Behavioral Sciences, 15(9), 1192. https://doi.org/10.3390/bs15091192