1- Salari, N., Zarei, H., Hosseinian-Far, A., Rasoulpoor, S., Shohaimi, S., & Mohammadi, M. The global prevalence of social media addiction among university students: a systematic review and meta-analysis. Journal of Public Health. 2025; 33(1): 223-36. https://doi.org/10.1007/s10389-023-02012-12
2- Casale, S., Akbari, M., Seydavi, M., Benucci, S. B., & Fioravanti, G. Has the prevalence of problematic social media use increased over the past seven years and since the start of the COVID-19 pandemic? A meta-analysis of the studies published since the development of the Bergen social media addiction scale. Addictive behaviors. 2023; 147: 107838.
https://doi.org/10.1016/j.addbeh.2023.107838
3- Young, K. S. Internet addiction: The emergence of a new clinical disorder. Cyberpsychology & behavior. 1998; 1(3): 237-44.
https://doi.org/10.1089/cpb.1998.1.237.
4- Acar, I. H., Avcılar, G., Yazıcı, G., & Bostancı, S. The roles of adolescents’ emotional problems and social media addiction on their self-esteem. Current Psychology. 2022; 41(10): 6838-47. https://doi.org/10.1007/s12144-020-01174-5.
5- Hawi, N., & Samaha, M. Identifying commonalities and differences in personality characteristics of Internet and social media addiction profiles: traits, self-esteem, and self-construal. Behaviour & Information Technology. 2019; 38(2): 110-9.
https://doi.org/10.1080/0144929X.2018.1515984
6- Andreassen, C. S. Online social network site addiction: A comprehensive review. Current addiction reports. 2015; 2(2): 175-84.
https://doi.org/10.1007/s40429-015-0056-9.
7- Hosseinvand, P., Savari, K. A comparison of personality traits and loneliness among social network users and non-users. Clin Psychol Personal. 2020; 16(2): 181–9.
https://doi.org/10.22070/cpap.2020.2869
[In Persian]
8- D’Arienzo, M. C., Boursier, V., & Griffiths, M. D. Addiction to social media and attachment styles: a systematic literature review. International Journal of mental health and addiction. 2019; 17: 1094-118.
https://doi.org/10.1007/s11469-019-00082-5.
9- Griffiths, M. D. Social networking addiction: Emerging themes and issues. Journal of Addiction Research & Therapy. 2013; 4(5).
https://doi.org/10.4172/2155-6105.1000e118.
10- Dalvi-Esfahani, M., Niknafs, A., Alaedini, Z., Ahmadabadi, H. B., Kuss, D. J., & Ramayah, T. Social Media Addiction and Empathy: Moderating impact of personality traits among high school students. Telematics and Informatics. 2021;57: 101516.
https://doi.org/10.1016/j.tele. 2020 [In Persian]
11- Huang, C. Social media addiction and personality: A meta-analysis. Asian Journal of Social Psychology. 2022; 25(4): 747-61.
https://doi.org/10.1111/ajsp.12531.
12- Andreassen, C. S., Pallesen, S., Griffiths, M. D. The relationship between addictive use of social media, narcissism, and self-esteem: Findings from a large national survey. Addictive behaviors. 2017; 64: 287-93.
https://doi.org/10.1016/j.addbeh. 2016.03.006.
13- Costa, P. T., Jr., McCrae, R. R., & Löckenhoff, C. E. Personality across the life span. Annual review of psychology. 2019; 70(1): 423-48. https://doi.org/10.1146/annurev-psych-010418-103244.
14- Cingel, D. P., Carter, M. C., & Krause, H.-V. Social media and self-esteem. Current opinion in psychology. 2022; 45: 101304.
https://doi.org/10.1016/j.copsyc. 2022.101304.
15- Lee, Z. W.-Y., & Cheung, C. M.-K. Problematic use of social networking sites: The role of self-esteem. International Journal of Business and Information. 2014; 9(2): 143.
https://doi.org/10.6702/IJBI.2014.9.2.1.
16- Zeigler-Hill, V., Shackelford, T. K., Hangen, E. J., & Elliot, A. J. Encyclopedia of personality and individual differences. Encyclopedia of Personality and Individual Differences 2020. https://doi.org/10.1007/978-3-319-24612-3
17- Kuss, D. J., & Griffiths, M. D. Online social networking and addiction — a review of the psychological literature. International journal of environmental research and public health. 2011; 8(9): 3528-52. https://doi.org/10.3390/ijerph8093528.
18- Amirazodi, F., & Amirazodi, M. Personality traits and self-esteem. Procedia-Social and Behavioral Sciences. 2011; 29: 713-6.
https://doi.org/10.1016/j.sbspro.2011.11.296
[In Persian]
19- Kaur, A., & Singh, P. G. The relationship between personality and self-esteem towards university students in Malaysia. 4th ASEAN Conference on Psychology, Counselling, and Humanities (ACPCH 2018); 2019: Atlantis Press. https://doi.org/10.2991/acpch-18.2019.97.
20- Delavar, A. Research methods in psychology and educational sciences. Tehran: Virayesh Publishing; 2016. [In Persian]
21- Tabachnick, B. G., Fidell, L. S. Using multivariate statistics (6. Baskı). MA: Pearson. 2013.
22- Kline, R. B. Principles and practice of structural equation modeling: Guilford publications; 2023.
23- Khajeh Ahmadi, M., Pouladi, Sh., Bahreini, M. Design and psychometric evaluation of a mobile-based social network addiction questionnaire. J Psychiatr Nurs. 2016; 4(4): 43–51. Available from: https://www.sid.ir/paper/235829/fa
[In Persian]
24- Costa, P. T., McCrae, R. R. NEO PI/FFI manual supplement for use with the NEO Personality Inventory and the NEO Five-Factor Inventory: Psychological Assessment Resources; 1989.
25- Costa, P. T., Jr., & McCrae, R. R.Neo Personality Inventory: American Psychological Association; 2000.
26- Anisi, J., Majdian, M., Joshanloo, M., Goharikamel, Z. Validity and reliability of the short form of the NEO Five-Factor Inventory among university students. J Behav Sci. 2011; 18(5): 351–6. Available from:
http://noo.rs/LYnGS [In Persian]
27- Hosseini, F., Najafi, M., & Mohammadi Far, M. A. The relationship between the Big Five personality traits and depression: The mediating role of self-esteem and self-efficacy. J Couns Res. 2019; 18(72): 114–37.
https://doi.org/10.29252/jcr.18.72.114
[In Persian]
28- Rosenberg, M. Rosenberg self-esteem scale (RSE). Acceptance and commitment therapy Measures package. 1965; 61(52): 18.
https://doi.org/10.1037/t01038-000
29- Joshanloo, M., Ghaedi, GH. Re-examining the reliability and validity of the Rosenberg Self-Esteem Scale in Iran. Clin Psychol Personal. 2008; 6(2): 49–56. Available from:
https://journals.shahed.ac.ir/article_2612.html
[In Persian]
30- Rajabi, G., Bahloul, N. Assessing the reliability and validity of the Rosenberg Self-Esteem Scale among first-year students at Shahid Chamran University. Educ Psychol Res. 2007; 3(2): 33–48. Available from:
https://www.magiran.com/p685889 [In Persian]
31- Meyers, L., Gamst, G., Guarino, A. Applied multivariate design and interpretation thousand oaks. Thousand Oaks: Sage Publications; 2006.
32- Weston, R., Gore, P. A., Jr. A brief guide to structural equation modeling. The counseling psychologist. 2006; 34(5): 719-51.
https://doi.org/10.1177/0011000006286345
33- Tekin OA, Turhan AA. Does social media addiction differ by personality traits? A study on undergraduate tourism students. Journal of Tourism and Services. 2021; 12(22): 23-41. https://doi.org/10.29036/jots.v12i22.220
34- Ahmed E, Ahmed S. Social media addiction, personality traits, and disorders: an overview of recent literature. Current Opinion in Psychiatry. 2025; 38(1): 72-7. https://doi.org/10.1097/YCO.0000000000000969
35- Meynadier J, Malouff JM, Schutte NS, Loi NM. Meta-analysis of associations between five-factor personality traits and problematic social media use. Current Psychology. 2024; 43(27): 23016-35. https://doi.org/10.1007/s12144-024-06052-y.
36- Orth U, Robins RW. Is high self-esteem beneficial? Revisiting a classic question. American psychologist. 2022; 77(1): 5.
https://doi.org/10.1037/amp0000922.
37- Soliemanifar O, Shaabani F, Rezaei Z, Nikoubakht N. Disposition toward critical thinking, self-esteem, assertiveness, social anxiety and worry in students: A causal model. Clinical Psychology and Personality. 2020; 15(2): 155-66. https://doi.org/10.22070/CPAP.2020.2825
[In Persian]
38- Hong M, Dyakov DG, Zheng J. Self-esteem and psychological capital: Their mediation of the relationship between Big Five personality traits and creativity in college students. Journal of Psychology in Africa. 2020; 30(2):119-24.
https://doi.org/10.1080/14330237.2020.1744286