Emotion Regulation and Desire Thinking as Predictors of Problematic Facebook Use


Research evidence suggests that problematic Facebook use (PFU) affects large numbers of people worldwide. A variety of studies have investigated the relationship between PFU and psychological dysfunction, revealing that negative mood and cognitive self-regulation are common among problematic Facebook users. The aim of the present study was to examine the role of craving, emotion regulation and desire thinking in predicting PFU. An online survey was administered to 750 participants (Mage = 23.38 years; SDage = 5.72). Correlation analyses indicated that all predictor variables were positively associated with PFU. Path analysis showed that imaginal prefiguration was associated with craving, which, in turn, was associated with verbal prefiguration that was directly linked to PFU, beyond the direct effect of emotion regulation. These findings provide further support for the importance of desire thinking in predicting problematic behaviours. Desire thinking and emotion regulation should be considered in the modification of problematic Facebook use.

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  1. 1.

    Aldao A, Nolen-Hoeksema S, Schweizer S. Emotion-regulation strategies across psychopathology: a meta-analytic review. Clin Psychol Rev. 2010;30(2):217–37.

    Article  PubMed  Google Scholar 

  2. 2.

    Baron RM, Kenny DA. The moderator–mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. J Pers Soc Psychol. 1986;51(6):1173–82.

    Article  CAS  PubMed  Google Scholar 

  3. 3.

    Blaine SK, Nautiyal N, Hart R, Guarnaccia JB, Sinha R. Craving, cortisol and behavioral alcohol motivation responses to stress and alcohol cue contexts and discrete cues in binge and non-binge drinkers. Addict Biol. 2018. https://doi.org/10.1111/adb.12665.

  4. 4.

    Bollen KA. Structural equations with latent variables. New York: Wiley; 1989.

    Google Scholar 

  5. 5.

    Caplan SE. Theory and measurement of generalized problematic internet use: a two-step approach. Comput Hum Behav. 2010;26:1089–97.

    Article  Google Scholar 

  6. 6.

    Casale S, Caplan SE, Fioravanti G. Positive metacognitions about internet use: the mediating role in the relationship between emotional dysregulation and problematic use. Addict Behav. 2016;59:84–8.

    Article  PubMed  Google Scholar 

  7. 7.

    Caselli G, Spada MM. Metacognitions in desire thinking: a preliminary investigation. Behav Cogn Psychother. 2010;38(5):629–37.

    Article  PubMed  Google Scholar 

  8. 8.

    Caselli G, Spada MM. The desire thinking questionnaire: development and psychometric properties. Addict Behav. 2011;36(11):1061–7.

    Article  PubMed  Google Scholar 

  9. 9.

    Caselli G, Spada MM. Desire thinking: what is it and what drives it? Addict Behav. 2015;44:71–9.

    Article  PubMed  Google Scholar 

  10. 10.

    Caselli G, Spada MM. Desire thinking: a new target for treatment of addictive behaviors? Int J Cogn Ther. 2016;9(4):344–55.

    Article  Google Scholar 

  11. 11.

    Clark L, Goudriaan AE. The neuroscience and neuropsychology of gambling and gambling addiction: an introduction to the special issue. Int Gambl Stud. 2018;18(2):173–7.

    Article  Google Scholar 

  12. 12.

    Cohen J. Statistical power analysis for behavioral science. 2nd ed. Hillsdale: Erlbaum; 1988.

    Google Scholar 

  13. 13.

    Gratz KL, Roemer L. Multidimensional assessment of emotion regulation and dysregulation: development, factor structure, and initial validation of the difficulties. J Psychopathol Behav Assess. 2004;26:41–54.

    Article  Google Scholar 

  14. 14.

    Hallion LS, Steinman SA, Tolin DF, Diefenbach GJ. Psychometric properties of the difficulties in emotion regulation scale (DERS) and its short forms in adults with emotional disorders. Front Psychol. 2018;9:539.

    Article  PubMed  PubMed Central  Google Scholar 

  15. 15.

    Hayes AF. Beyond Baron and Kenny: statistical mediation analysis in the new millennium. Commun Monogr. 2009;76(4):408–20.

    Article  Google Scholar 

  16. 16.

    Hormes JM, Kearns B, Timko CA. Craving Facebook? Behavioral addiction to online social networking and its association with emotion regulation deficits. Addiction. 2014;109(12):2079–88.

    Article  PubMed  Google Scholar 

  17. 17.

    Jӧreskog KG, Sӧrbom D. LISREL 8: User’s reference guide. Chicago: Scientific Software International; 1996.

    Google Scholar 

  18. 18.

    Marino C, Vieno A, Altoè G, Spada MM. Factorial validity of the problematic Facebook use scale for adolescents and young adults. J Behav Addict. 2017;6(1):5–10.

    Article  PubMed  PubMed Central  Google Scholar 

  19. 19.

    Marino C, Gini G, Vieno A, Spada MM. The associations between problematic Facebook use, psychological distress and well-being among adolescents and young adults: a systematic review and meta-analysis. J Affect Disord. 2018;226:274–81.

    Article  PubMed  PubMed Central  Google Scholar 

  20. 20.

    Marlatt GA. Craving notes. Br J Addict. 1987;82(1):42–4.

    Article  Google Scholar 

  21. 21.

    Martino F, Caselli G, Felicetti F, Rampioni M, Romanelli P, Troiani L, et al. Desire thinking as a predictor of craving and binge drinking: a longitudinal study. Addict Behav. 2017;64:118–22.

    Article  PubMed  Google Scholar 

  22. 22.

    Rosseel Y. Lavaan: an R package for structural equation modeling. J Stat Softw. 2012;48:1–36.

    Article  Google Scholar 

  23. 23.

    Sighinolfi C, Norcini Pala A, Chiri LR, Marchetti I, Sica C. Traduzione e adattamento italiano del Difficulties in Emotion Regulation Strategies una ricerca preliminare. Psicoterapia Cognitiva e Comportamentale. 2010;16(2):141–70.

    Google Scholar 

  24. 24.

    Spada MM, Caselli G, Slaifer M, Nikčević AV, Sassaroli S. Desire thinking as a predictor of problematic internet use. Soc Sci Comput Rev. 2014;32(4):474–83.

    Article  Google Scholar 

  25. 25.

    Williams AD, Grisham JR, Erskine A, Cassedy E. Deficits in emotion regulation associated with pathological gambling. Br J Clin Psychol. 2012;51(2):223–38.

    Article  PubMed  Google Scholar 

  26. 26.

    Wise RA, Koob GF. The development and maintenance of drug addiction. Neuropsychopharmacology. 2014;39(2):254–62.

    Article  PubMed  Google Scholar 

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Correspondence to Claudia Marino.

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All participants were informed about the aims of the study and gave their informed consent prior to starting the online survey.

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The ethical committee of the University of Padova gave ethical approval for the study.

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Marino, C., Caselli, G., Lenzi, M. et al. Emotion Regulation and Desire Thinking as Predictors of Problematic Facebook Use. Psychiatr Q 90, 405–411 (2019). https://doi.org/10.1007/s11126-019-09628-1

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  • Problematic Facebook use
  • Desire thinking
  • Craving
  • Emotion regulation