International Journal of Behavioral Sciences

International Journal of Behavioral Sciences

A Structural Model of the Relationship between Glückschmerz and Personality Traits: The Mediating Role of Virtual Space Use Among Students in Hamedan

Document Type : Original Article

Author
Department of Psychology, Islamic Azad University, Sa.c, Iran.
10.30491/ijbs.2026.555421.2280
Abstract
Introduction: This study aimed to examine a structural model explaining the relationships between personality traits and Glückschmerz, with the mediating role of virtual space use among high school students in Hamedan.
Method: The statistical population consisted of all uppersecondary students during the 2024-2025 academic year. A total sample of 400 participants was selected using a multistage cluster sampling method. Measurement instruments included the NEO FiveFactor Inventory (NEOFFI), the Virtual Space Usage Scale, and the Glückschmerz Scale. The validity and reliability of the instruments were confirmed through Cronbach’s alpha, composite reliability, and convergent validity indices. Data analysis was performed using partial least squares structural equation modeling (PLSSEM) in SmartPLS 4.
Results: Goodnessoffit statistics indicated an acceptable model fit (GOF = 0.712, Q² = 0.215). Path analyses showed significant direct effects of personality traits on virtual space use (β = 0.47) and Glückschmerz (β = 0.26), as well as a direct effect of virtual space on Glückschmerz (β = 0.52). Mediation tests revealed that virtual space transmitted a significant indirect effect of personality traits on Glückschmerz (β_indirect = 0.244, CI [0.181, 0.312]).
Conclusion: These findings suggest that personality traits substantially shape patterns of digital engagement, which, in turn, may intensify complex social emotions such as Glückschmerz in adolescents.
Keywords

1. Audrin C, Audrin B. Emotional intelligence in digital interactions – A call for renewed assessments. Personal Individ Differ. 2024 Jun;223:112613. https://doi:10.1016/j.paid.2024.112613
2. Hoogland CE. Doing envy justice: Examining the politics of envy [dissertation]. Lexington (KY): University of Kentucky, Department of Psychology; 2016. Available from: https://doi.org/10.13023/ETD.2016.410
3. Bettis AH, Burke TA, Nesi J, Liu RT. Digital technologies for emotion‑regulation assessment and intervention: a conceptual review. Clin Psychol Sci. 2021 Jun 3;10(1):3–26. https://doi:10.1177/21677026211011982
4. Sulistyowati, Hamidah, Ahmar N. The Influence of Culture on Ethical Decision Making: The Role of Moral Disengagement and Locus of Control. International Journal of Social Science and Human Research. 2025 Nov;8(11):8900–8909. https://doi:10.47191/ijsshr/v8-i11-46.
5. Cheng AW, Rizkallah S, Narizhnaya M, Carducci BJ. Individualism vs. Collectivism. In: The Wiley-Blackwell Encyclopedia of Personality and Individual Differences. 2020 Nov. https://doi:10.1002/9781119547181.ch313.
6. Vaziri A, Esmaeilinasab M, Hamdieh M, Farahani H. Cultural Obstacles in Emotion Expression among Patients with Somatic Symptom Disorder (SSD) in an Iranian Sample: A Qualitative Study. Int J Behav Sci. 2019;13(1):8–13. https://www.behavsci.ir/article_91201.html
7. Hornik J. Schadenfreude and Gluckschmerz: A Case of Sentiments of Contempt? J Psychiatry Psychol Res. 2021;6(2):468–472. Available from: https://www.scitcentral.com/documents/f69395aca2be33247c25724cf2a2e1fd.pdf
8. Cropanzano R, Stein J, Nadisic T. Social Justice and the Experience of Emotion. New York: Routledge; 2010. Available from: https://doi.org/10.4324/9780203840474. ISBN:9781136891847.
9. Uskul AK, Cross SE, Günsoy C. The role of honour in interpersonal, intrapersonal and intergroup processes. Soc Personal Psychol Compass. 2022 Dec 11;17(1):e12719. doi:10.1111/spc3.12719. Available from: https://pmc.ncbi.nlm.nih.gov/articles/PMC10078545/
10. Chen P, Garcia SM, Chai VE, Gonzalez R. Comparing and being compared: A dual process framework of competition. In: Thye SR, Lawler EJ, editors. Advances in group processes. Bingley: Emerald Publishing; 2021. p. 143‑164. Available from: https://psycnet.apa.org/record/2022-00068-007
11. McCrae RR, Costa PT Jr. Personality in adulthood: A five-factor theory perspective. 2nd ed. New York: Guilford Press; 2003. Available from: https://doi.org/10.4324/9780203428412
12. Dilawar S, Liang G, Elahi MZ, Abbasi AZ, Shahani R, Gonlepa MK. Interpreting the impact of extraversion and neuroticism on social media addiction among university students of Pakistan: A mediated and moderated model. Acta Psychologica. 2022 Oct;230:103764. Available from: https://doi.org/10.1016/j.actpsy.2022.103764
13. Azimi A, Moshtagh Z, Sadipour E. A psychoanalytic discourse analysis of Iranian social media users during wartime: The narcissism of minor resemblances. Cyberspace Studies. 2025;?(?):1‑14. Available from: https://doi.org/10.22059/jcss.2025.397978.1175
14. Park HJ. Social media, youth and identity: Identity formation through social media among Korean youth [dissertation]. Cardiff: Cardiff University, School of Journalism, Media and Culture; 2020. https://orca.cardiff.ac.uk/id/eprint/138687
15. Le Blanc‑Brillon J, Fortin JS, Lafrance L, Hétu S. The associations between social comparison on social media and young adults’ mental health. Frontiers in Psychology. 2025 Aug 8;16:1597241. https://doi:10.3389/fpsyg.2025.1597241
16. Villagrán L, Reyes‑Valenzuela C, Alzugaray C, Zumárraga‑Espinosa M, Méndez J. The mediating role of emotions in offline and online political participation: A post‑social outbreak study in Ecuador and Chile. Frontiers in Psychology. 2023 Jun 9;13:1111184. https://doi:10.3389/fpsyg.2022.1111184
17. Meuthia CT, Nila S, Suryobroto B, Widayati KA. Social networking sites and empathy among adolescents in Indonesia. HAYATI Journal of Biosciences. 2023 Aug;30(6):1092‑1099. https://doi:10.4308/hjb.30.6.1092-1099
18. Kane AA, van Swol LM, Sarmiento-Lawrence IG. Emotional contagion in online groups as a function of valence and status. Computers in Human Behavior. 2023 Feb;139:107543. https://doi:10.1016/j.chb.2022.107543
19. Salarvand S, Albatineh AN, Ghanei Gheshlagh R. Prevalence of Internet addiction among Iranian university students: a systematic review and meta-analysis. Cyberpsychology, Behavior, and Social Networking. 2022;25(4). https://doi:10.1089/cyber.2021.0120
20. Lee K, Cha H. Factors affecting the emotional intelligence of adolescents during the COVID-19 pandemic: a descriptive study in South Korea. Child Health Nurs Res. 2025;31(3):176–186. https://doi:10.4094/chnr.2025.016
21. Yue P, Zhang J. Learning engagement and psychological flexibility among Chinese adolescents: a moderated mediation model. Front Psychol. 2025 Mar 6;16:1407707. https://doi:10.3389/fpsyg.2025.1407707
 22. Nurfarhanah N, Ceria P, Karina AA. Emotional regulation of students in following online learning: implications for counseling. Professional Guidance and Counseling Journal. 2024;5(2):127–133. Available from: https://journal.uny.ac.id/index.php/progcouns
23Fong L, Law R. Review of A primer on partial least squares structural equation modeling (PLS‑SEM) by Hair JF Jr, Hult GTM, Ringle CM, Sarstedt M. European Journal of Tourism Research. 2013;6(2):211–213. https://doi:10.54055/ejtr.v6i2.134
24. Ringle CM, Wende S, Becker JM. SmartPLS 4 [software]. Oststeinbek: SmartPLS; 2024. Available from: https://www.smartpls.com
25. Costa PT Jr, McCrae RR. Revised NEO Personality Inventory (NEO‑PI‑R) and NEO Five‑Factor Inventory (NEO‑FFI) professional manual. Odessa (FL): Psychological Assessment Resources; 1992. Available from: https://www.scirp.org/reference/referencespapers?referenceid=1025708
26. Kordbagheri A, Abdelrahman RM, Alsharif AF, Ahmed M. Psychometric properties of the Persian version of the Reinforcement Sensitivity Theory Personality Questionnaire (RST‑PQ). Acta Psychol (Amst). 2024 Apr;244:104211. https://doi:10.1016/j.actpsy.2024.104211
27. Phillips JG, Landhuis CE, Wood JK, Wang Y. High achievers, Schadenfreude and Gluckschmerz in New Zealanders and Chinese. Psych J. 2022 Aug 10;11(6):873–884. https://pmc.ncbi.nlm.nih.gov/articles/PMC10087858/
28. Hair J, Alamer A. Partial least squares structural equation modeling (PLS‑SEM) in second language and education research: Guidelines using an applied example. Res Methods Appl Linguist. 2022 Dec;1(3):100027. https://doi:10.1016/j.rmal.2022.100027
29. Bu-Ali Sina University, Committee on Research Ethics. Code of Ethics for Human-Subject Research. Hamedan: Bu-Ali Sina University; 2024. Available from https://basu.ac.ir/researchethics
30. Israel M, Hay I. Research ethics for social scientists. London: SAGE; 2006. https://doi:10.4135/9781849209779
31. Senekal JS, Groenewald GR, Wolfaardt L, Jansen C. Social media and adolescent psychosocial development: a systematic review. S Afr J Psychol. 2022 Aug;53(2). https://doi:10.1177/00812463221119302
32. Smith R H. Roseman I, Steele A. Concluding commentary: Schadenfreude, Gluckschmerz, jealousy, and hate—what (and when, and why) are the emotions? Emotion Review. 2018 Nov;10(1). https://doi:10.1177/1754073918798089
33. Hair JF Jr, Hult GTM, Ringle CM, Sarstedt M. A primer on partial least squares structural equation modeling (PLS‑SEM). 3rd ed. Thousand Oaks (CA): SAGE Publishing; 2022. https://www.scirp.org/reference/referencespapers?referenceid=2297757
34. Henseler J, Ringle CM, Sarstedt M. A new criterion for assessing discriminant validity in variance‑based structural equation modeling. J Acad Mark Sci. 2014;43:115–135. https://doi:10.1007/s11747-014-0403-8
35. Chen X, Pan Y, Guo B. The influence of personality traits and social networks on the self‑disclosure behavior of social network site users. Internet Res. 2016 Jun;26(3):566–586. https://doi:10.1108/IntR-05-2014-0145
36. Tenenhaus M, Vinzi VE, Chatelin YM, Lauro C. PLS path modeling. Comput Stat Data Anal. 2005;48:159–205. https://doi:10.1016/j.csda.2004.03.005
37. Hayes AF. Introduction to mediation, moderation, and conditional process analysis: A regression‑based approach. 2nd ed. New York (NY): Guilford Press; 2018. Available from: https://www.scirp.org/reference/referencespapers?referenceid=3016713
38. Meier A, Johnson BK. Social comparison and envy on social media: A critical review. PsyArXiv. 2021 Nov. https://doi:10.31234/osf.io/93ftm
39. Wei L, Liu B. Reactions to others’ misfortune on social media: Effects of homophily and publicness on Schadenfreude, empathy, and perceived deservingness. Comput Hum Behav. 2020 Jan;102:1–13. https://doi:10.1016/j.chb.2019.08.002
40. Ahmad R, Hassan S, Ghazali NN, Al‑Mashadani ARFS. The Insta‑comparison game: The relationship between social media use, social comparison, and depression. Procedia Comput Sci. 2024;234:1053–1060. https://doi:10.1016/j.procs.2024.03.099
41. Smith RH, van Dijk WW. Schadenfreude and Gluckschmerz. Emotion Rev. 10(4). https://doi:10.1177/1754073918765657
42. Lange J, Crusius J. Dispositional envy revisited: Unraveling the motivational dynamics of benign and malicious envy. Pers Soc Psychol Bull. 2015;41(2):284–294. https://doi:10.1177/0146167214564959
43. Gelfand MJ, Raver JL, Nishii L, Leslie LM, Lun J, Lim BC, Duan L, Almaliakh A, Ang S, […] Yamaguchi S. Differences between tight and loose cultures: a 33‑nation study. Science. 2011 May 27;332(6033):1100‑1104. https://doi:10.1126/science.1197754
44. Hair JF, Risher JJ, Sarstedt M, Ringle CM. When to use and how to report the results of PLS‑SEM. Eur Bus Rev. 2019;31:2–24. https://doi:10.1108/EBR-11-2018-0203
45. Tandoc EC Jr, Ferrucci P, Duffy M. Facebook use, envy, and depression among college students: Is facebooking depressing? Comput Hum Behav. 2015 Feb;43:139–146. https://doi:10.1016/j.chb.2014.10.053
46. Yue Z, Zhang R, Xiao J. Passive social media use and psychological well‑being during the COVID‑19 pandemic: The role of social comparison and emotion regulation. Comput Hum Behav. 2021;127:107050. https://doi:10.1016/j.chb.2021.107050
47. Lange J, Crusius J. Dispositional envy revisited: Unraveling the motivational dynamics of benign and malicious envy. Pers Soc Psychol Bull. 2015;41(2):284–294. https://doi:10.1177/0146167214564959
48. Festinger L. A theory of social comparison processes. Hum Relat. 1954; 7:117-140. https://doi.org/10.1177/001872675400700202
49. Ybarra O, Rees L, Kross E, Sanchez‑Burks J. Social context and the psychology of emotional intelligence: A key to creating positive organizations. In: Cameron KS, Spreitzer GM, editors. The Oxford handbook of positive organizational scholarship. New York: Oxford University Press; 2012. https://doi:10.1093/oxfordhb/9780199734610.013.0016
50. Tian J, Li B, Zhang R. The impact of upward social comparison on social media on appearance anxiety: A moderated mediation model. Behav Sci (Basel). 2025;15(1):8. https://doi:10.3390/bs15010008
51. van Dijk WW, Ouwerkerk JW, Smith RH, Cikara M. The role of self‑evaluation and envy in schadenfreude. Eur Rev Soc Psychol. 2015;26(1):247–282. https://doi:10.1080/10463283.2015.1111600
52. Metts A, Yarrington J, Enders C, Hammen C, Mineka S, Zinbarg R, Craske MG. Reciprocal effects of neuroticism and life stress in adolescence. J Affect Disord. 2020 Dec 8;281:247–255. https://doi:10.1016/j.jad.2020.12.016
53. van de Ven N. Schadenfreude and Gluckschmerz are emotional signals of (im)balance. Emotion Review. 2018;10(4). https://doi:10.1177/1754073918768883
54. Kamalikhah T, Bajalan M, Sabzmakan L, Mehri A. The impacts of excessive use of social media on Iranian adolescents’ health: A qualitative study. Middle East J Rehabil Health Stud. 2021;8(4):e109561. https://doi:10.5812/mejrh.109561
55. Liu Z, Elliot AJ, Li Y. Social comparison orientation and trait competitiveness: Their interrelation and utility in predicting overall and domain-specific risk‑taking. Pers Individ Dif. 2020 Nov;171:110451. https://doi:10.1016/j.paid.2020.110451
56. Valenzuela S, Piña M, Ramírez J. Behavioral effects of framing on social media users: How conflict, economic, human interest, and morality frames drive news sharing. J Commun. 2017 Aug;67(1). https://doi:10.1111/jcom.12325
57. Chae H, Park J. The effect of proactive personality on creativity: The mediating role of feedback‑seeking behavior. Sustainability. 2022;14(3):1495. https://doi:10.3390/su14031495
58. Kuipers G. Schadenfreude and social life: a comparative perspective on the expression and regulation of mirth at the expense of others. In: van Dijk WW, Ouwerkerk JW, editors. Schadenfreude: Understanding pleasure at the misfortune of others. Cambridge: Cambridge University Press; 2014. p. 259–274. https://doi:10.1017/CBO9781139084246.022.
59. Martin‑Raugh MP, Kell HJ, Motowidlo SJ. Prosocial knowledge mediates effects of agreeableness and emotional intelligence on prosocial behavior. Personal Individ Differ. 2016 Feb;90:41‑49. https://doi:10.1016/j.paid.2015.10.024