The Mediating Roles of Smartphone Addiction and Resilience in the Relationship Between Triangling and Differentiation of Self

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Triangling, differentiation of self, resilience, smartphone addiction


The current study aimed to investigate the mediating role of smartphone addiction and resilience in the relationship between triangling, and differentiation of self. The sample consisted of a total of 536 university students from 32 universities, and data were gathered using Triangular Relationship Inventory (TRI), Differentiation of Self Inventory Short Form (DSI-SF), Smartphone Addiction Scale-Short Version (SAS-SV), Brief Resilience Scale (BRS), and Demographic Information Form. Findings indicated that the path of triangling to smartphone addiction to resilience explained 45% of the variance in differentiation of self. Smartphone addiction has mediated the relationship between triangling and differentiation of self. However, resilience was not a significant mediator in the relationship between triangling and differentiation of self- we delineated our findings in the light of literature. Strategies (i.e., de-triangling) may help university students to overcome SPA, resulting in greater resilience and DoS.


Arbuckle, J. L. (2016). IBM SPSS Amos 24 user’s guide. [Computer software and manual]. IBM

Bacchi, S., & Licinio, J. (2017). Resilience and psychological distress in psychology and medical students. Academic Psychiatry, 41(2), 185-188. https://doi: 10.1007/s40596-016-0488-0

Bandalos, D. L. (2002). The effects of item parceling on goodness-of-fit and parameter estimate bias in structural equation modeling. Structural Equation Modeling, 9(1), 78–102.

Bell, L. G., Bell, D. C., & Nakata, Y. A. (2001). Triangulation and adolescent development in the USA and Japan. Family Process, 40(2), 173–186.

Berridge, K. C., & Robinson, T. E. (2016). Liking, wanting, and the incentive-sensitization theory of addiction. The American Psychologist, 71(8), 670–679.

Bonanno, G. A. (2004). Loss, trauma, and human resilience: have we underestimated the human capacity to thrive after extremely aversive events? American psychologist, 59(1), 20-28. https://doi:10.1037/0003-066X.59.1.20

Bresin, R. C., Murdock, N. L., Marszalek, J. M., & Stapley, L. A. (2017). The triangular relationship inventory: Development and validation. Couple and Family Psychology: Research and Practice, 6(4), 287-310.

Carver, C.S. (1998). Resilience and thriving: Issues, models, and linkages. Journal of Social Issues, 54(2), 245–266. https://doi:10.1111/j.1540-4560.1998.tb01217.x

Doğan, T. (2015). Kısa psikolojik sağlamlık ölçeği’nin Türkçe Uyarlaması: Geçerlik ve Güvenirlik Çalışması. The Journal of Happiness & Well-Being, 3(1), 93-102.

Drake, J. R., Murdock, N. L., Marszalek, J. M., & Barber, C. E. (2015). Differentiation of self-inventory—short form: development and preliminary validation. Contemporary Family Therapy, 37(2), 101-112.

Ercengiz, M., Yildiz, B., Savci, M., & Griffiths, M. D. (2020). Differentiation of self, emotion management skills, and nomophobia among smartphone users: The mediating and moderating roles of intolerance of uncertainty. The Social Science Journal,

Greene, R., Galambos, C., & Lee, Y. (2003). Resilience theory: Theoretical and professional conceptualizations. Journal of Human Behavior in the Social Environment, 8(4), 75-91. https://doi:10.1300/J137v08n04_05

Griffiths, M. (1999). Internet addiction: Fact or fiction? The Psychologist 12(5), 246–250.

Griffiths, M. (2000). Internet addiction-time to be taken seriously? Addiction Research, 8(5), 413-418.

Griffiths, M. (2005). A ‘components’ model of addiction within a biopsychosocial framework. Journal of Substance Use, 10(4), 191-197.

Hamdan-Mansour, A. M., Azzeghaiby, S. N., Alzoghaibi, I. N., Al Badawi, T. H., Nassar, O. S., & Shaheen, A. M. (2014). Correlates of resilience among university students. American Journal of Nursing Research, 2(4), 74-9. https://doi:10.12691/ajnr-2-4-4

Hanson, P. A. (1997). An application of Bowen family systems theory: Triangulation, differentiation of self and nurse manager job stress responses (Order No. 9815103) [Doctoral dissertation, University of Rochester School of Nursing]. ProQuest Dissertations and Theses Global.

Herrman, H., Stewart, D. E., Diaz-Granados, N., Berger, E. L., Jackson, B., & Yuen, T. (2011). What is resilience? The Canadian Journal of Psychiatry, 56(5), 258-265.

Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1-55. https://doi:10.1080/10705519909540118

IBM Corp. Released 2013. IBM SPSS Statistics for Windows, Version 22.0. Armonk, NY: IBM Corp.

Jiaojiao, L. I., Hailong, Y. U. A. N., & Bibo, X. U. (2023). The Relationship Between Self-Differentiation and Online Game Addiction in College Students: The Chain Mediating Effect of Shyness and Self-Control. Studies of Psychology and Behavior, 21(3), 395-402.

Jimeno, M. V., Ricarte, J. J., Toledano, A., Mangialavori, S., Cacioppo, M., & Ros, L. (2021). Role of Attachment and Family Functioning in Problematic Smartphone Use in Young Adults. Journal of Family Issues, 43(2). https://doi:10.1177/0192513X21993881

Jun, W. H., & Jo, M. J. (2016). Relationships between ego-resilience and smartphone addiction among nursing students. The Journal of the Korea Contents Association, 16(6), 739-747.

Kerr, M. E., & Bowen, M. (1988). Family evaluation: An approach based on Bowen Theory. NY: W.W. Norton & Co.

Kim, S. M., Huh, H. J., Cho, H., Kwon, M., Choi, J. H., Ahn, H. J., ... & Kim, Y. J. (2014). The effect of depression, impulsivity, and resilience on smartphone addiction in university students. Journal of Korean Neuropsychiatric Association, 53(4), 214-220.

Kim, H. J., & Sim, M. J. (2018). Effect of a Smartphone Addition on Stress and Resilience in University Students. The Journal of the Convergence on Culture Technology, 4(1), 41-50. https://doi:10.17703/JCCT.2018.4.1.41

Kline, R.B. (1998). Principles and practice of structural equation modeling (3rd Edition). NY: The Guilford Press.

Kline, R.B. (2011). Principles and practice of structural equation modeling (3rd Edition). NY: The Guilford Press.

Kokou-Kpolou, C. K., Jumageldinov, A., Park, S., Nieuviarts, N., Noorishad, P. G., & Cénat, J. M. (2021). Prevalence of depressive symptoms and associated psychosocial risk factors among French University students: the moderating and mediating effects of resilience. Psychiatric Quarterly, 92(2), 443-457. https://doi:10.1007/s11126-020-09812-8

Kwon M, Kim D-J, Cho H, Yang S (2013) The Smartphone Addiction Scale: Development and Validation of a Short Version for Adolescents. PLoS ONE 8(12): e83558. https://doi:10.1371/journal.pone.0083558

Lee, J.-S. (2019). Effect of resilience on intolerance of uncertainty in nursing university students. Nursing Forum, 54(1), 53–59.

Lin, Y., Chiang, C., Lin, P., Chang, L., Ko, C., Lee, Y., & Lin, S. (2016). Proposed diagnostic criteria for smartphone addiction. PLoS One, 11(11).

Little, T. D., Cunningham, W. A., Shahar, G., & Widaman, K. F. (2002). To parcel or not to parcel: Exploring the question, weighing the merits. Structural Equation Modeling, 9(2), 151–173.

Liu, J. J., Reed, M., & Girard, T. A. (2017). Advancing resilience: An integrative, multi-system model of resilience. Personality and Individual Differences, 111, 111-118.

Luthar, S.S., Cicchetti, D., & Becker, B. (2000). The construct of resilience: A critical evaluation and guidelines for future work. Child Development, 71(3), 543–562.

Mayseless, O., & Scharf, M. (2009). Too close for comfort: Inadequate boundaries with parents and individuation in late adolescent girls. American Journal of Orthopsychiatry, 79(2), 191–202.

McGillivray, C. J., & Pidgeon, A. M. (2015). Resilience attributes among university students: a comparative study of psychological distress, sleep disturbances and mindfulness. European Scientific Journal, 11(5), 33–48.

Murdock, N. L., Flynn, M. C., & Bresin, R. C. (2022). Differentiation of self, anxiety, triangling and distress: A test of Bowen theory. Family Process.

Nevitt, J., & Hancock, G. R. (1998, April). Relative performance of rescaling and resampling approaches to model chi-square and parameter standard error estimation in structural equation modeling. Paper presented at the annual meeting of the American Educational Research Association, San Diego, CA

Noyan, C. O., Enez Darçın, A., Nurmedov, S., Yılmaz, O., & Dilbaz, N. (2015). Akıllı Telefon Bağımlılığı Ölçeğinin Kısa Formunun üniversite öğrencilerinde Türkçe geçerlilik ve güvenilirlik çalışması. Anatolian Journal of Psychiatry, 16 (S1), 73–82. https://doi: 10.5455/apd.176101

Özdemir, A., Çiftçi, H., Dağılgan, S., & Ünal, E. (2019). Bursa Uludağ Üniversitesi Sağlık Bilimleri Fakültesi Hemşirelik Öğrencilerinin Akıllı Telefon Kullanım Durumu ve Bağımlılık Düzeylerinin Belirlenmesi. Uludağ Üniversitesi Tıp Fakültesi Dergisi, 45(3), 281-290. https://doi:10.32708/uutfd.600147

Park, H., & Choi, E. (2017). Smartphone addiction and depression: The mediating effects of self-esteem and resilience among middle school students. Journal of Korean Academy of Community Health Nursing, 28(3), 280-290.

Park, N., & Lee, H. (2012). Social implications of smartphone use: Korean college students' smartphone use and psychological well-being. Cyberpsychology, Behavior, and Social Networking, 15(9), 491-497.

Park, S. A., & Park, K. W. (2017). The mediating effect of self-differentiation between college student's family functioning and smart phone addiction. Journal of the Korea Academia-Industrial Cooperation Society, 18(4), 325-333. https://doi:10.5762/KAIS.2017.18.4.325

Pinheiro, R. T., Pinheiro, K. T., da Silva Magalhães, P. V., Horta, B. L., da Silva, R. A., Sousa, P. R., & Fleming, M. (2006). Cocaine addiction and family dysfunction: A case-control study in Southern Brazil. Substance Use & Misuse, 41(3), 307-316.

Prince-Embury, S. (2013). Bowen Systems Theory Applied to Systemic Resilience Versus Vulnerability. In Prince-Embury, S. & Saklofske, D. H. (Eds.), Resilience in Children, Adolescents, and Adults: Translating Research into Practice (pp. 325-333). NY: Springer

Ross, A.S., Hinshaw, A.B. & Murdock, N.L. (2016). Integrating the Relational Matrix: Attachment Style, Differentiation of Self, Triangulation, and Experiential Avoidance. Contemporary Family Therapy, 38, 400–411. https://doi:10.1007/s10591-016-9395-5

Sarıkaya, Y., Boyacı, M, İlhan, T., & Aldemir, A. (2018) Benliğin Farklılaşması Envanteri Kısa Formunun (BFE-KF) Türkçe ’ye Uyarlanması: Geçerlik ve Güvenirlik Çalışması. Bartın Üniversitesi Eğitim Fakültesi Dergisi, 7(2), 365-380. https://doi:10.14686/buefad.364196

Shen X. (2020) Is psychological resilience a protective factor between motivations and excessive smartphone use? Journal of Pacific Rim Psychology, 14, (17), 1-8.

Smith, B. W., Dalen, J., Wiggins, K., Tooley, E., Christopher, P., & Jennifer Bernard, J. (2008). The brief resilience scale: Assessing the ability to bounce back. International Journal of Behavioral Medicine, 15, 194–200. https://doi:10.1080/10705500802222972

Song, Y., Liu, S., & Liu, Y. (2022). Family-of-origin triangulation and marital stability: A multiple mediation model. Social Behavior and Personality: an international journal, 50(5), 1-10.

Sotero, L., da Veiga, G. F., Carreira, D., Portugal, A., & Relvas, A. P. (2019). Facebook Addiction and Emerging Adults: The influence of sociodemographic variables, family communication, and differentiation of self. Escritos de Psicología-Psychological Writings, 12(2), 81-92.

Sutherland, J. A., Cook, L., Stetina, P., & Hernandez, C. (2009). Women in substance abuse recovery: Measures of resilience and self-differentiation. Western journal of nursing Research, 31(7), 905-922. https://doi:10.1177/0193945909337815

Süloğlu, D., & Güler, Ç. Y. (2021). Predicting perceived stress and resilience: the role of differentiation of self. Current Issues in Personality Psychology, 9(4), 289-298.

Taylor, P. (2023, June 19). Number of smartphone mobile network subscriptions worldwide from 2016 to 2022, with forecasts from 2023 to 2028.

Titelman, P. (2008). The concept of the triangle in Bowen Theory: An overview, in P. Titelman (Ed.), Triangles: Bowen family systems theory perspectives (pp. 3–63). NY:The Haworth Press.

Tran, D. (2016). Classifying nomophobia as smart-phone addiction disorder. UC Merced. Undergraduate Research Journal, 9(1), 1-22.

TÜİK (2021, December). Information Technologies Use in Children Research, 2021.,%2C0'a%20y%C3%BCkseldi%C4%9Fi%20g%C3%B6r%C3%BCld%C3%BC.

Wang, M., Liu, S., & Belsky, J. (2017). Triangulation processes experienced by children in contemporary

China. International Journal of Behavioral Development, 41(6), 688–695.

Williamson, D. S. (1991). The intimacy paradox: Personal authority in the family system. NY: Guilford Press. Willis, K., Miller, R.B., Yorgason, J. & Dyer, J. (2021). Was Bowen Correct? The Relationship Between

Differentiation and Triangulation. Contemporary Family Therapy, 43, 1–11.

van Dijk, R., van der Valk, I. E., Vossen, H. G., Branje, S., & Deković, M. (2021). Problematic ınternet use in

adolescents from divorced families: the role of family factors and adolescents’ self-esteem. International Journal of Environmental Research and Public Health, 18(7), 3385.

Yıldırım, M., & Çiçek, İ. (2022). Fear of COVID-19 and smartphone addiction among Turkish adolescents:

Mitigating role of resilience. The Family Journal,

Young, K. S. (1998). Caught in the net: How to recognize the signs of ınternet addiction and a winning strategy

for recovery. NY: John Wiley & Sons.

Yu, J. H., & Park, T. Y. (2016). Family therapy for an adult child experiencing bullying and game addiction: An

application of Bowenian and MRI theories. Contemporary Family Therapy, 38, 318-327.




How to Cite

Kurşuncu, M. A. (2023). The Mediating Roles of Smartphone Addiction and Resilience in the Relationship Between Triangling and Differentiation of Self. International Journal of Contemporary Educational Research, 10(4), 834–844.