Peer popularity and self-discipline as protective factors against depressive symptoms in Chinese adolescents: Do boys and girls benefit equally?

Abstract

The current study examined the concurrent and longitudinal protective effects of peer popularity and self-discipline (control, planning, and the ability to prioritize important things) against depressive symptoms among adolescents. We used multilevel modeling to examine the data of 1676 adolescents aged 12–15 years from the China Family Panel Studies (CFPS) survey, a large-scale panel survey with a nationally representative sample. Results showed that both peer popularity and self-discipline predicted lower levels of depressive symptoms measured concurrently. The buffering effect of self-discipline against concurrent depressive symptoms was stronger for girls than for boys, especially in middle adolescence. Peer popularity additionally predicted lower levels of depressive symptoms 4 years later, and this effect was stronger for girls than for boys. These patterns of results were maintained after controlling for self-rated physical health and society-level factors. We discuss these findings against the background of distinct traditional gender roles.

Keywords

depressive symptoms / gender difference / multilevel modeling / peer relationship / sex role

References

[1] Abramson, L. Y., Metalsky, G. I., & Alloy, L. B. (1989). Hopelessness depression: A theory-based subtype of depression. Psychological Review, 96(2), 358–372.

[2] Allan, S., Gilbert, P., & Goss, K. (1994). An exploration of shame measures—II: Psychopathology. Personality and Individual Differences, 17(5), 719–722.

[3] Beck, A. T. (2002). Cognitive models of depression. In R. L. Leahy & E. T. Dowd (Eds.), Clinical advances in cognitive psychotherapy: Theory and application (pp. 29–61). Springer Publishing Co.

[4] Bone, J. K., Lewis, G., & Lewis, G. (2020). The role of gender inequalities in adolescent depression. The Lancet Psychiatry, 7(6), 471–472.

[5] Breslau, J., Gilman, S. E., Stein, B. D., Ruder, T., Gmelin, T., & Miller, E. (2017). Sex differences in recent first-onset depression in an epidemiological sample of adolescents. Translational Psychiatry, 7(5), e1139.

[6] Breton, J. J., Labelle, R., Berthiaume, C., Royer, C., St-Georges, M., Ricard, D., … Guilé, J. M. (2015). Protective factors against depression and suicidal behaviour in adolescence. Canadian Journal of Psychiatry, 60(2 suppl 1), S5–S15.

[7] Colman, I., Zeng, Y., McMartin, S. E., Naicker, K., Ataullahjan, A., Weeks, M., … Galambos, N. L. (2014). Protective factors against depression during the transition from adolescence to adulthood: Findings from a national Canadian cohort. Preventive Medicine, 65, 28–32.

[8] Cong, C. W., Ling, W. S., & Aun, T. S. (2021). Problem-focused coping and depression among adolescents: Mediating effect of self-esteem. Current Psychology, 40(11), 5587–5594.

[9] Cummins, D. D. (2005). Dominance, status, and social hierarchies. In D. M. Buss (Ed.), The handbook of evolutionary psychology (pp. 676–697). Wiley.

[10] Cyranowski, J. M., Frank, E., Young, E., & Shear, M. K. (2000). Adolescent onset of the gender difference in lifetime rates of major depression: A theoretical model. Archives of General Psychiatry, 57(1), 21–27.

[11] Duckworth, A. L., & Seligman, M. E. (2005). Self-discipline outdoes IQ in predicting academic performance of adolescents. Psychological Science, 16(12), 939–944.

[12] Duckworth, A. L., & Seligman, M. E. P. (2006). Self-discipline gives girls the edge: Gender in self-discipline, grades, and achievement test scores. Journal of Educational Psychology, 98(1), 198–208.

[13] Eberhart, N. K., Shih, J. H., Hammen, C. L., & Brennan, P. A. (2006). Understanding the sex difference in vulnerability to adolescent depression: An examination of child and parent characteristics. Journal of Abnormal Child Psychology, 34(4), 493–506.

[14] Eley, T. C., Sugden, K., Corsico, A., Gregory, A. M., Sham, P., McGuffin, P., … Craig, I. W. (2004). Gene–environment interaction analysis of serotonin system markers with adolescent depression. Molecular Psychiatry, 9(10), 908–915.

[15] Figueredo, A. J. (2007). The Arizona Life History Battery [Electronic Version]. http://www.u.arizona.edu/~ajf/alhb.html

[16] Fournier, M. A. (2009). Adolescent hierarchy formation and the social competition theory of depression. Journal of Social and Clinical Psychology, 28(9), 1144–1172.

[17] Gilbert, P. (2000). The relationship of shame, social anxiety and depression: The role of the evaluation of social rank. Clinical Psychology & Psychotherapy: An International Journal of Theory & Practice, 7(3), 174–189.

[18] Gilbert, P. (2016). Depression: The evolution of powerlessness. Routledge.

[19] Hamilton, J. L., Stange, J. P., Abramson, L. Y., & Alloy, L. B. (2015). Stress and the development of cognitive vulnerabilities to depression explain sex differences in depressive symptoms during adolescence. Clinical Psychological Science, 3(5), 702–714.

[20] Hankin, B. L., & Abramson, L. Y. (2001). Development of gender differences in depression: An elaborated cognitive vulnerability–transactional stress theory. Psychological Bulletin, 127(6), 773–796.

[21] Hecht, D. B., Inderbitzen, H. M., & Bukowski, A. L. (1998). The relationship between peer status and depressive symptoms in children and adolescents. Journal of Abnormal Child Psychology, 26, 153–160.

[22] Hilt, L. M., & Nolen-Hoeksema, S. (2014). Gender differences in depression. In I. H. Gotlib & C. L. Hammen (Eds.), Handbook of depression (pp. 355–373). The Guilford Press.

[23] Hyde, J. S., & Mezulis, A. H. (2020). Gender differences in depression: Biological, affective, cognitive, and sociocultural factors. Harvard Review of Psychiatry, 28(1), 4–13.

[24] Hyde, J. S., Mezulis, A. H., & Abramson, L. Y. (2008). The ABCs of depression: Integrating affective, biological, and cognitive models to explain the emergence of the gender difference in depression. Psychological Review, 115(2), 291–313.

[25] Irons, C., & Gilbert, P. (2005). Evolved mechanisms in adolescent anxiety and depression symptoms: The role of the attachment and social rank systems. Journal of Adolescence, 28(3), 325–341.

[26] Jayachandran, S. (2015). The roots of gender inequality in developing countries. Economics, 7(1), 63–88.

[27] Joormann, J., & Vanderlind, W. M. (2014). Emotion regulation in depression: The role of biased cognition and reduced cognitive control. Clinical Psychological Science, 2(4), 402–421.

[28] Keenan-Miller, D., Hammen, C. L., & Brennan, P. A. (2007). Health outcomes related to early adolescent depression. Journal of Adolescent Health, 41(3), 256–262.

[29] Kendler, K. S., Kuhn, J. W., & Prescott, C. A. (2004). Childhood sexual abuse, stressful life events and risk for major depression in women. Psychological Medicine, 34(8), 1475–1482.

[30] Kiesner, J. (2002). Depressive symptoms in early adolescence: Their relations with classroom problem behavior and peer status. Journal of Research on Adolescence, 12(4), 463–478.

[31] La Greca, A. M., & Harrison, H. M. (2005). Adolescent peer relations, friendships, and romantic relationships: Do they predict social anxiety and depression? Journal of Clinical Child and Adolescent Psychology, 34(1), 49–61.

[32] Lachman, M. E., & Weaver, S. L. (1998). The sense of control as a moderator of social class differences in health and well-being. Journal of Personality and Social Psychology, 74(3), 763–773.

[33] Larson, R., & Richards, M. H. (1989). Introduction: The changing life space of early adolescence. Journal of Youth and Adolescence, 18(6), 501–509.

[34] LeMoult, J., & Gotlib, I. H. (2019). Depression: A cognitive perspective. Clinical Psychology Review, 69, 51–66.

[35] LeMoult, J., Humphreys, K. L., Tracy, A., Hoffmeister, J. A., Ip, E., & Gotlib, I. H. (2020). Meta-analysis: Exposure to early life stress and risk for depression in childhood and adolescence. Journal of the American Academy of Child & Adolescent Psychiatry, 59(7), 842–855.

[36] Lewinsohn, P. M., Solomon, A., Seeley, J. R., & Zeiss, A. (2000). Clinical implications of “subthreshold” depressive symptoms. Journal of Abnormal Psychology, 109(2), 345–351.

[37] Lilly, F. R., Owens, J., Bailey, T. C., Ramirez, A., Brown, W., Clawson, C., & Vidal, C. (2018). The influence of racial microaggressions and social rank on risk for depression among minority graduate and professional students. College Student Journal, 52(1), 86–104.

[38] Luo, X., Wang, Q., Wang, X., & Cai, T. (2016). Reasons for living and hope as the protective factors against suicidality in Chinese patients with depression: A cross sectional study. BMC Psychiatry, 16(1), 1–7.

[39] Maughan, B., Collishaw, S., & Stringaris, A. (2013). Depression in childhood and adolescence. Journal of the Canadian Academy of Child and Adolescent Psychiatry, 22(1), 35–40.

[40] Mirowsky, J., & Ross, C. E. (1990). Control or defense? Depression and the sense of control over good and bad outcomes. Journal of Health and Social Behavior, 31(1), 71–86.

[41] Modin, B., Östberg, V., & Almquist, Y. (2011). Childhood peer status and adult susceptibility to anxiety and depression. A 30-year hospital follow-up. Journal of Abnormal Child Psychology, 39, 187–199.

[42] Morken, I. S., Røysamb, E., Nilsen, W., & Karevold, E. B. (2019). Body dissatisfaction and depressive symptoms on the threshold to adolescence: Examining gender differences in depressive symptoms and the impact of social support. The Journal of Early Adolescence, 39(6), 814–838.

[43] Naninck, E. F. G., Lucassen, P. J., & Bakker, J. (2011). Sex differences in adolescent depression: Do sex hormones determine vulnerability? Journal of Neuroendocrinology, 23(5), 383–392.

[44] Newson, L., & Richerson, P. J. (2009). Why do people become modern? A Darwinian explanation. Population and Development Review, 35(1), 117–158.

[45] Oldehinkel, A. J., Rosmalen, J. G., Veenstra, R., Dijkstra, J. K., & Ormel, J. (2007). Being admired or being liked: Classroom social status and depressive problems in early adolescent girls and boys. Journal of Abnormal Child Psychology, 35, 417–427.

[46] Orth, U., Robins, R. W., Widaman, K. F., & Conger, R. D. (2014). Is low self-esteem a risk factor for depression? Findings from a longitudinal study of Mexican-origin youth. Developmental Psychology, 50(2), 622–633.

[47] Paxton, R. J., Valois, R. F., Watkins, K. W., Huebner, E. S., & Drane, J. W. (2007). Sociodemographic differences in depressed mood: Results from a nationally representative sample of high school adolescents. Journal of School Health, 77(4), 180–186.

[48] Peugh, J. L. (2010). A practical guide to multilevel modeling. Journal of School Psychology, 48(1), 85–112.

[49] Price, J., Sloman, L., Gardner, R., Gilbert, P., & Rohde, P. (1994). The social competition hypothesis of depression. The British Journal of Psychiatry, 164(3), 309–315.

[50] Price, J. S., & Sloman, L. (1987). Depression as yielding behavior: An animal model based on Schjelderup-Ebbe's pecking order. Ethology and Sociobiology, 8(supplement 1), 85–98.

[51] Quach, A. S., Epstein, N. B., Riley, P. J., Falconier, M. K., & Fang, X. (2015). Effects of parental warmth and academic pressure on anxiety and depression symptoms in Chinese adolescents. Journal of Child and Family Studies, 24(1), 106–116.

[52] Radloff, L. S. (1977). The CES-D scale: A self-report depression scale for research in the general population. Applied Psychological Measurement, 1(3), 385–401.

[53] Raudenbush, S. W., Bryk, A. S., Cheong, Y. F., & Congdon, R. (2019). HLM 8 for windows [computer software]. Scientific Software International, Inc.

[54] Rawana, J. S., & Morgan, A. S. (2014). Trajectories of depressive symptoms from adolescence to young adulthood: The role of self-esteem and body-related predictors. Journal of Youth and Adolescence, 43(4), 597–611.

[55] Riglin, L., Collishaw, S., Shelton, K. H., McManus, I. C., Ng-Knight, T., Sellers, R., … Rice, F. (2016). Higher cognitive ability buffers stress-related depressive symptoms in adolescent girls. Development and Psychopathology, 28(1), 97–109.

[56] Rose, A. J., & Rudolph, K. D. (2006). A review of sex differences in peer relationship processes: Potential trade-offs for the emotional and behavioral development of girls and boys. Psychological Bulletin, 132(1), 98–131.

[57] Ross, C. E., & Mirowsky, J. (1989). Explaining the social patterns of depression: Control and problem solving—Or support and talking? Journal of Health and Social Behavior, 30(2), 206–219.

[58] Ross, C. E., & Mirowsky, J. (2006). Sex differences in the effect of education on depression: Resource multiplication or resource substitution? Social Science & Medicine, 63(5), 1400–1413.

[59] Ryba, M. M., & Hopko, D. R. (2012). Gender differences in depression: Assessing mediational effects of overt behaviors and environmental reward through daily diary monitoring. Depression Research and Treatment, 2012, 865679.

[60] Salk, R. H., Hyde, J. S., & Abramson, L. Y. (2017). Gender differences in depression in representative national samples: Meta-analyses of diagnoses and symptoms. Psychological Bulletin, 143(8), 783–822.

[61] Schraedley, P. K., Gotlib, I. H., & Hayward, C. (1999). Gender differences in correlates of depressive symptoms in adolescents. Journal of Adolescent Health, 25(2), 98–108.

[62] Shapero, B. G., Hankin, B. L., & Barrocas, A. L. (2013). Stress generation and exposure in a multi-wave study of adolescents: Transactional processes and sex differences. Journal of Social and Clinical Psychology, 32(9), 989–1012.

[63] Shih, J. H., Eberhart, N. K., Hammen, C. L., & Brennan, P. A. (2006). Differential exposure and reactivity to interpersonal stress predict sex differences in adolescent depression. Journal of Clinical Child and Adolescent Psychology, 35(1), 103–115.

[64] Sobol, M., Woźny, M., & Czubak-Paluch, K. (2021). Emotion regulation and social support as related to depressive symptoms: A study of healthy and hospitalized adolescents. Personality and Individual Differences, 174, 110665.

[65] Steiner, M., Dunn, E., & Born, L. (2003). Hormones and mood: From menarche to menopause and beyond. Journal of Affective Disorders, 74(1), 67–83.

[66] Steptoe, A., Tsuda, A., & Tanaka, Y. (2007). Depressive symptoms, socio-economic background, sense of control, and cultural factors in university students from 23 countries. International Journal of Behavioral Medicine, 14(2), 97–107.

[67] Tang, X., Tang, S., Ren, Z., & Wong, D. F. K. (2019). Prevalence of depressive symptoms among adolescents in secondary school in mainland China: A systematic review and meta-analysis. Journal of Affective Disorders, 245, 498–507.

[68] Tepper, P., Liu, X., Guo, C., Zhai, J., Liu, T., & Li, C. (2008). Depressive symptoms in Chinese children and adolescents: Parent, teacher, and self reports. Journal of Affective Disorders, 111(2–3), 291–298.

[69] Thapar, A., Collishaw, S., Pine, D. S., & Thapar, A. K. (2012). Depression in adolescence. The Lancet, 379(9820), 1056–1067.

[70] Twenge, J. M., Joiner, T. E., Rogers, M. L., & Martin, G. N. (2018). Increases in depressive symptoms, suicide-related outcomes, and suicide rates among US adolescents after 2010 and links to increased new media screen time. Clinical Psychological Science, 6(1), 3–17.

[71] Uddin, M., Koenen, K. C., de Los Santos, R., Bakshis, E., Aiello, A. E., & Galea, S. (2010). Gender differences in the genetic and environmental determinants of adolescent depression. Depression and Anxiety, 27(7), 658–666.

[72] Vijayakumar, N., Whittle, S., Yücel, M., Byrne, M. L., Schwartz, O., Simmons, J. G., & Allen, N. B. (2016). Impaired maturation of cognitive control in adolescents who develop major depressive disorder. Journal of Clinical Child & Adolescent Psychology, 45(1), 31–43.

[73] Wang, L., Feng, Z., Yang, G., Yang, Y., Wang, K., Dai, Q., … Xia, F. (2016). Depressive symptoms among children and adolescents in western China: An epidemiological survey of prevalence and correlates. Psychiatry Research, 246, 267–274.

[74] World Health Organization. (2020). Adolescent mental health. https://www.who.int/news-room/fact-sheets/detail/adolescent-mental-health

[75] Xie, Y. (2012). User's manual of China Family Panel Studies Data 2010. www.isss.edu.cn/cfps/d/file/wd/jsbg/2010jsbg/a16476476881bc46c90086fa1508880b.pdf.

[76] Xie, Y., & Hu, J. (2014). An introduction to the China family panel studies (CFPS). Chinese Sociological Review, 47(1), 3–29.

[77] Zhou, J., Li, X., Tian, L., & Huebner, E. S. (2020). Longitudinal association between low self-esteem and depression in early adolescents: The role of rejection sensitivity and loneliness. Psychology and Psychotherapy: Theory, Research and Practice, 93(1), 54–71.

[78] Zhou, X. D., Li, L., Yan, Z., & Hesketh, T. (2013). High sex ratio as a correlate of depression in Chinese men. Journal of Affective Disorders, 144(1–2), 79–86.

[79] Zhu, N., & Chang, L. (2019a). Education and parenting in China. In E. Sorbing & J. E. Lansford (Eds.), School systems, parent behavior, and academic achievement (pp. 15–28). Springer Nature.

[80] Zhu, N., & Chang, L. (2019b). Evolved but not fixed: A life history account of gender roles and gender inequality. Frontiers in Psychology, 10, 1709.

[81] Zhu, N., & Chang, L. (2020). An evolutionary life history explanation of sexism and gender inequality. Personality and Individual Differences, 157, 109806.

[82] Zhu, X., Shek, D. T., & Dou, D. (2021). Factor structure of the Chinese CES-D and invariance analyses across gender and over time among Chinese adolescents. Journal of Affective Disorders, 295, 639–646.

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