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Open Access 01-12-2024 | Research

The association between chronotype and social anxiety among Chinese university students: a moderated mediation analysis of loneliness and perceived social support

Authors: Yingying Zhu, Junling Liu, Fulin Chen, Qian Wang, Kunxia Cao, Jiahao Huang, He Wang, Qiang Wang, Xue Luo

Published in: BMC Public Health | Issue 1/2024

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Abstract

Background

Social anxiety has been a burning problem among contemporary college students in China. Increasing evidence suggests that individual circadian typology–chronotype may play an important role in the development of social anxiety. However, little research has focused directly on examining the association between chronotype and social anxiety, and less is known about the mediating and moderating mechanisms underlying this relationship. The aim of the present study was to investigate the link between chronotype and social anxiety among Chinese college students, and to explore the mediating effect of loneliness and the moderating effect of perceived social support in the association between chronotype and social anxiety.

Methods

A cross-sectional design was conducted among 1616 college students (16–29 years old) from several public universities in Northern China, including 1172 females (72.52%) and 444 males (27.48%), with an average age of 19.68 years old (SD = 1.49). All participants completed the standardized self-report questionnaires including the Social Avoidance and Distress Scale, Morningness-Eveningness Questionnaire, UCLA Loneliness Scale, and the Perceived Social Support Scale. Common method bias was performed using Harman’s single-factor test. The mediation and moderation effects were analyzed using SPSS software and PROCESS macros.

Results

Chronotype had a negative predictive effect on social anxiety in college students. Specifically, the greater the inclination of individuals' chronotypes toward evening preference, the more pronounced their symptoms of social anxiety would be. Loneliness served as a partial mediator in the relationship between chronotype and social anxiety, accounting for 30.0% of the total effect. In addition, perceived social support, particularly from friends and significant others, was found to play a moderating role in the process of loneliness affecting social anxiety among college students, while support from family did not. Interestingly, the perceived social support displayed a limited protective effect when college students suffered from higher levels of loneliness.

Conclusion

These findings deepened our understanding of how and when (or for “whom”) chronotype is related to social anxiety, offering a theoretical foundation and practical insights for preventing and addressing social anxiety risk in young adult university students, particularly those with evening chronotypes.
Literature
1.
go back to reference American Psychiatric Association. Diagnostic and statistical manual of mental disorders, Fifth Edition. Arlington, VA: American Psychiatric Association; 2013. American Psychiatric Association. Diagnostic and statistical manual of mental disorders, Fifth Edition. Arlington, VA: American Psychiatric Association; 2013.
2.
go back to reference Morrison AS, Heimberg RG. Social anxiety and social anxiety disorder. Annu Rev Clin Psychol. 2013;9:249–74.PubMedCrossRef Morrison AS, Heimberg RG. Social anxiety and social anxiety disorder. Annu Rev Clin Psychol. 2013;9:249–74.PubMedCrossRef
3.
go back to reference Xu SP. Interpretation bias and social anxiety (doctoral dissertation). Shanghai: East China Normal University; 2010. Xu SP. Interpretation bias and social anxiety (doctoral dissertation). Shanghai: East China Normal University; 2010.
4.
go back to reference Meng T, He Y, Zhang Q, Yu F, Zhao L, Zhang S, et al. Analysis of features of social anxiety and exploring the relationship between childhood major adverse experiences and social anxiety in early adulthood among Chinese college students. J Affect Disord. 2021;292:614–22.PubMedCrossRef Meng T, He Y, Zhang Q, Yu F, Zhao L, Zhang S, et al. Analysis of features of social anxiety and exploring the relationship between childhood major adverse experiences and social anxiety in early adulthood among Chinese college students. J Affect Disord. 2021;292:614–22.PubMedCrossRef
5.
go back to reference Kraft JD, Grant DM, White EJ, Taylor DL, Frosio KE. Cognitive mechanisms influence the relationship between social anxiety and depression among college students. J Am Coll Health. 2021;69(3):245–51.PubMedCrossRef Kraft JD, Grant DM, White EJ, Taylor DL, Frosio KE. Cognitive mechanisms influence the relationship between social anxiety and depression among college students. J Am Coll Health. 2021;69(3):245–51.PubMedCrossRef
6.
go back to reference Weidman JC, DeAngelo L, Bethea KA. Understanding student identity from a socialization perspective. New Dir High Educ. 2014;166:43–51.CrossRef Weidman JC, DeAngelo L, Bethea KA. Understanding student identity from a socialization perspective. New Dir High Educ. 2014;166:43–51.CrossRef
7.
go back to reference Jiang Y, Lin L, Hu R. Parental phubbing and academic burnout in adolescents: The role of social anxiety and self-control. Front Psychol. 2023;14:1157209.PubMedPubMedCentralCrossRef Jiang Y, Lin L, Hu R. Parental phubbing and academic burnout in adolescents: The role of social anxiety and self-control. Front Psychol. 2023;14:1157209.PubMedPubMedCentralCrossRef
8.
go back to reference Brook CA, Willoughby T. The social ties that bind: Social anxiety and academic achievement across the university years. J Youth Adolesc. 2015;44:1139–52.PubMedCrossRef Brook CA, Willoughby T. The social ties that bind: Social anxiety and academic achievement across the university years. J Youth Adolesc. 2015;44:1139–52.PubMedCrossRef
9.
go back to reference Hiller TS, Steffens MC, Ritter V, Stangier U. On the context dependency of implicit self-esteem in social anxiety. Disorder J Behav Ther Exp Psychiatry. 2017;57:118–25.PubMedCrossRef Hiller TS, Steffens MC, Ritter V, Stangier U. On the context dependency of implicit self-esteem in social anxiety. Disorder J Behav Ther Exp Psychiatry. 2017;57:118–25.PubMedCrossRef
10.
go back to reference Li Z, Wang T, Liang Y, Wang M. The relationship between Mobile phone addiction and subjective well–being in college students: The mediating effect of social anxiety. Stud Psychol Behav. 2017;15(04):562–8. Li Z, Wang T, Liang Y, Wang M. The relationship between Mobile phone addiction and subjective well–being in college students: The mediating effect of social anxiety. Stud Psychol Behav. 2017;15(04):562–8.
11.
go back to reference Leigh E, Chiu K, Ballard ED. Social anxiety and suicidality in youth: A systematic review and meta-analysis. Res Child Adolesc Psychopathol. 2023;51(4):441–54.PubMedCrossRef Leigh E, Chiu K, Ballard ED. Social anxiety and suicidality in youth: A systematic review and meta-analysis. Res Child Adolesc Psychopathol. 2023;51(4):441–54.PubMedCrossRef
12.
go back to reference Buckner JD, Lemke AW, Jeffries ER, Shah SM. Social anxiety and suicidal ideation: Test of the utility of the interpersonal-psychological theory of suicide. J Affect Disord. 2017;45:60–3. Buckner JD, Lemke AW, Jeffries ER, Shah SM. Social anxiety and suicidal ideation: Test of the utility of the interpersonal-psychological theory of suicide. J Affect Disord. 2017;45:60–3.
13.
go back to reference Au J, Reece J. The relationship between chronotype and depressive symptoms: A meta-analysis. J Affect Disord. 2017;218:93–104.PubMedCrossRef Au J, Reece J. The relationship between chronotype and depressive symptoms: A meta-analysis. J Affect Disord. 2017;218:93–104.PubMedCrossRef
14.
go back to reference Taylor BJ, Hasler BP. Chronotype and mental health: Recent advances. Curr Psychiatry Rep. 2018;20:1–10.CrossRef Taylor BJ, Hasler BP. Chronotype and mental health: Recent advances. Curr Psychiatry Rep. 2018;20:1–10.CrossRef
15.
go back to reference Merikanto I, Partonen T. Eveningness increases risks for depressive and anxiety symptoms and hospital treatments mediated by insufficient sleep in a populationbased study of 18,039 adults. Depress Anxiety. 2021;38(10):1066–77.PubMedCrossRef Merikanto I, Partonen T. Eveningness increases risks for depressive and anxiety symptoms and hospital treatments mediated by insufficient sleep in a populationbased study of 18,039 adults. Depress Anxiety. 2021;38(10):1066–77.PubMedCrossRef
16.
go back to reference Adan A, Archer SN, Hidalgo MP, Di Milia L, Natale V, Randler C. Circadian typology: A comprehensive review. Chronobiol Int. 2012;29(9):1153–75.PubMedCrossRef Adan A, Archer SN, Hidalgo MP, Di Milia L, Natale V, Randler C. Circadian typology: A comprehensive review. Chronobiol Int. 2012;29(9):1153–75.PubMedCrossRef
17.
go back to reference Maierova L, Borisuit A, Scartezzini JL, Jaeggi SM, Schmidt C, Münch M, et al. Diurnal variations of hormonal secretion, alertness and cognition in extreme chronotypes under different lighting conditions. Sci Rep. 2016;6:33591.PubMedPubMedCentralCrossRef Maierova L, Borisuit A, Scartezzini JL, Jaeggi SM, Schmidt C, Münch M, et al. Diurnal variations of hormonal secretion, alertness and cognition in extreme chronotypes under different lighting conditions. Sci Rep. 2016;6:33591.PubMedPubMedCentralCrossRef
18.
go back to reference Dijk DJ, Lockley SW. Invited Review: Integration of human sleep-wake regulation and circadian rhythmicity. J Appl Physiol. 2002;92(2):852–62.PubMedCrossRef Dijk DJ, Lockley SW. Invited Review: Integration of human sleep-wake regulation and circadian rhythmicity. J Appl Physiol. 2002;92(2):852–62.PubMedCrossRef
19.
go back to reference Höller Y, Gudjónsdottir BE, Valgeirsdóttir SK, Heimisson GT. The effect of age and chronotype on seasonality, sleep problems, and mood. Psychiatry Res. 2021;297: 113722.PubMedCrossRef Höller Y, Gudjónsdottir BE, Valgeirsdóttir SK, Heimisson GT. The effect of age and chronotype on seasonality, sleep problems, and mood. Psychiatry Res. 2021;297: 113722.PubMedCrossRef
20.
go back to reference Choi HJ, Lee YJ, Yoo YJ, Cho YW, Moon HJ. The effects of chronotype and social jetlag on medical students. Sleep Biol Rhythms. 2019;17(3):269–76.CrossRef Choi HJ, Lee YJ, Yoo YJ, Cho YW, Moon HJ. The effects of chronotype and social jetlag on medical students. Sleep Biol Rhythms. 2019;17(3):269–76.CrossRef
21.
go back to reference Gau SSF, Shang CY, Merikangas KR, Chiu YN, Soong WT, Cheng ATA. Association between morningness-eveningness and behavioral/emotional problems among adolescents. J Biol Rhythms. 2007;22(3):268–74.PubMedCrossRef Gau SSF, Shang CY, Merikangas KR, Chiu YN, Soong WT, Cheng ATA. Association between morningness-eveningness and behavioral/emotional problems among adolescents. J Biol Rhythms. 2007;22(3):268–74.PubMedCrossRef
22.
go back to reference Randler C, Vollmer C. Aggression in young adults-a matter of short sleep and social jetlag? Psychol Rep. 2013;113(3):754–65.PubMedCrossRef Randler C, Vollmer C. Aggression in young adults-a matter of short sleep and social jetlag? Psychol Rep. 2013;113(3):754–65.PubMedCrossRef
23.
go back to reference Azad-Marzabadi E, Amiri S. Morningness–eveningness and emotion dysregulation incremental validity in predicting social anxiety dimensions. Int J Gen Med. 2017;10:275–9.PubMedPubMedCentralCrossRef Azad-Marzabadi E, Amiri S. Morningness–eveningness and emotion dysregulation incremental validity in predicting social anxiety dimensions. Int J Gen Med. 2017;10:275–9.PubMedPubMedCentralCrossRef
24.
go back to reference Markarian SA, Gildner DJ, Pickett SM, Warnke AS. Morningness-eveningness and social anxiety symptoms: The influence of depression symptoms on the indirect effect through punishment sensitivity and experiential avoidance. Chronobiol Int. 2019;36(2):214–24.PubMedCrossRef Markarian SA, Gildner DJ, Pickett SM, Warnke AS. Morningness-eveningness and social anxiety symptoms: The influence of depression symptoms on the indirect effect through punishment sensitivity and experiential avoidance. Chronobiol Int. 2019;36(2):214–24.PubMedCrossRef
25.
go back to reference Mecacci L, Rocchetti G. Morning and evening types: Stress-related personality aspects. Pers Individ Dif. 1998;25(3):537–42.CrossRef Mecacci L, Rocchetti G. Morning and evening types: Stress-related personality aspects. Pers Individ Dif. 1998;25(3):537–42.CrossRef
26.
go back to reference Van den Berg JF, Kivelä L, Antypa N. Chronotype and depressive symptoms in students: An investigation of possible mechanisms. Chronobiol Int. 2018;35:1248–61.PubMedCrossRef Van den Berg JF, Kivelä L, Antypa N. Chronotype and depressive symptoms in students: An investigation of possible mechanisms. Chronobiol Int. 2018;35:1248–61.PubMedCrossRef
27.
go back to reference Singh R, Singh B, Mahato S, Hambour VK. Social support, emotion regulation and mindfulness: A linkage towards social anxiety among adolescents attending secondary schools in Birgunj. Nepal PloS One. 2020;15(4): e0230991.PubMedCrossRef Singh R, Singh B, Mahato S, Hambour VK. Social support, emotion regulation and mindfulness: A linkage towards social anxiety among adolescents attending secondary schools in Birgunj. Nepal PloS One. 2020;15(4): e0230991.PubMedCrossRef
28.
go back to reference Peplau L, Perlman D. Perspectives on loneliness: A sourcebook of current theory, research and therapy. New York: Wiley; 1982. p. 1–20. Peplau L, Perlman D. Perspectives on loneliness: A sourcebook of current theory, research and therapy. New York: Wiley; 1982. p. 1–20.
29.
go back to reference Cavanaugh AM, Buehler C. Adolescent loneliness and social anxiety: The role of multiple sources of support. J Soc Pers Relat. 2016;33(2):149–70.CrossRef Cavanaugh AM, Buehler C. Adolescent loneliness and social anxiety: The role of multiple sources of support. J Soc Pers Relat. 2016;33(2):149–70.CrossRef
30.
go back to reference Huan VS, Ang RP, Chye S. Loneliness and shyness in adolescent problematic internet users: The role of social anxiety. Child Youth Care Forum. 2014;43(5):539–51.CrossRef Huan VS, Ang RP, Chye S. Loneliness and shyness in adolescent problematic internet users: The role of social anxiety. Child Youth Care Forum. 2014;43(5):539–51.CrossRef
31.
go back to reference Käll A, Jagholm S, Hesser H, Andersson F, Mathaldi A, Norkvist BT, Shafran R, Andersson G. Internet-based cognitive behavior therapy for loneliness: A pilot randomized controlled trial. Behav Ther. 2020;51(1):54–68.PubMedCrossRef Käll A, Jagholm S, Hesser H, Andersson F, Mathaldi A, Norkvist BT, Shafran R, Andersson G. Internet-based cognitive behavior therapy for loneliness: A pilot randomized controlled trial. Behav Ther. 2020;51(1):54–68.PubMedCrossRef
32.
go back to reference Hawkley LC, Cacioppo JT. Loneliness matters: A theoretical and empirical review of consequences and mechanisms. Ann Behav Med. 2010;40(2):218–27.PubMedCrossRef Hawkley LC, Cacioppo JT. Loneliness matters: A theoretical and empirical review of consequences and mechanisms. Ann Behav Med. 2010;40(2):218–27.PubMedCrossRef
33.
go back to reference Mahaffey BL, Wheaton MG, Fabricant LE, Berman NC, Abramowitz JS. The contribution of experiential avoidance and social cognitions in the prediction of social anxiety. Biol Rev Camb Philos Soc. 2013;41:52–65. Mahaffey BL, Wheaton MG, Fabricant LE, Berman NC, Abramowitz JS. The contribution of experiential avoidance and social cognitions in the prediction of social anxiety. Biol Rev Camb Philos Soc. 2013;41:52–65.
34.
go back to reference Lim MH, Rodebaugh TL, Zyphur MJ, Gleeson JFM. Loneliness over time: The crucial role of social anxiety. J Abnorm Psychol. 2016;125(5):620–30.PubMedCrossRef Lim MH, Rodebaugh TL, Zyphur MJ, Gleeson JFM. Loneliness over time: The crucial role of social anxiety. J Abnorm Psychol. 2016;125(5):620–30.PubMedCrossRef
35.
go back to reference Wittmann M, Dinich J, Merrow M, Roenneberg T. Social jetlag: Misalignment of biological and social time. Chronobiol Int. 2006;23(1–2):497–509.PubMedCrossRef Wittmann M, Dinich J, Merrow M, Roenneberg T. Social jetlag: Misalignment of biological and social time. Chronobiol Int. 2006;23(1–2):497–509.PubMedCrossRef
36.
go back to reference Kivelä L, Riese H, Fakkel TG, Verkuil B, Penninx BWJH, Lamers F, Antypa N. Chronotype, daily affect and social contact: An ecological momentary assessment study. Psychiatry Res. 2022;309: 114386.PubMedCrossRef Kivelä L, Riese H, Fakkel TG, Verkuil B, Penninx BWJH, Lamers F, Antypa N. Chronotype, daily affect and social contact: An ecological momentary assessment study. Psychiatry Res. 2022;309: 114386.PubMedCrossRef
37.
go back to reference Wills C, Ghani S, Tubbs A, Fernandez FX, Athey A, Turner R, et al. Chronotype and social support among student athletes: Impact on depressive symptoms. Chronobiol Int. 2021;38(9):1319–29.PubMedCrossRef Wills C, Ghani S, Tubbs A, Fernandez FX, Athey A, Turner R, et al. Chronotype and social support among student athletes: Impact on depressive symptoms. Chronobiol Int. 2021;38(9):1319–29.PubMedCrossRef
38.
40.
go back to reference Wethington E, Kessler RC. Perceived support, received support, and adjustment to stressful life events. J Health Soc Behav. 1986;27(1):78–89.PubMedCrossRef Wethington E, Kessler RC. Perceived support, received support, and adjustment to stressful life events. J Health Soc Behav. 1986;27(1):78–89.PubMedCrossRef
41.
go back to reference Eagle DE, Hybels CF, Proeschold-Bell RJ. Perceived social support, received social support, and depression among clergy. J Soc Pers Relat. 2019;36(7):2055–73.CrossRef Eagle DE, Hybels CF, Proeschold-Bell RJ. Perceived social support, received social support, and depression among clergy. J Soc Pers Relat. 2019;36(7):2055–73.CrossRef
42.
go back to reference Liu Y, Aungsuroch Y. Work stress, perceived social support, self-efficacy and burnout among Chinese registered nurses. J Nurs Manag. 2019;27(7):1445–53.PubMedCrossRef Liu Y, Aungsuroch Y. Work stress, perceived social support, self-efficacy and burnout among Chinese registered nurses. J Nurs Manag. 2019;27(7):1445–53.PubMedCrossRef
43.
go back to reference Uchino BN, Cacioppo JT, Kiecolt-Glaser JK. The relationship between social support and physiological processes: A review with emphasis on underlying mechanisms and implications for health. Psychol Bull. 1996;119(3):488–531.PubMedCrossRef Uchino BN, Cacioppo JT, Kiecolt-Glaser JK. The relationship between social support and physiological processes: A review with emphasis on underlying mechanisms and implications for health. Psychol Bull. 1996;119(3):488–531.PubMedCrossRef
44.
go back to reference Pineda CN, Naz MP, Ortiz A, et al. Resilience, social support, loneliness and quality of life during COVID-19 pandemic: A structural equation model. Nurse Educ Pract. 2022;64: 103419.PubMedPubMedCentralCrossRef Pineda CN, Naz MP, Ortiz A, et al. Resilience, social support, loneliness and quality of life during COVID-19 pandemic: A structural equation model. Nurse Educ Pract. 2022;64: 103419.PubMedPubMedCentralCrossRef
45.
go back to reference Calsyn RJ, Winter JP, Burger GK. The relationship between social anxiety and social support in adolescents: a test of competing causal models. Adolescence. 2005;40(157):103.PubMed Calsyn RJ, Winter JP, Burger GK. The relationship between social anxiety and social support in adolescents: a test of competing causal models. Adolescence. 2005;40(157):103.PubMed
46.
go back to reference Xiao S, Shi L, Dong F, Zheng X, Xue Y, Zhang J, et al. The impact of chronic diseases on psychological distress among the older adults: The mediating and moderating role of activities of daily living and perceived social support. Aging Ment Health. 2022;26(9):1798–804.PubMedCrossRef Xiao S, Shi L, Dong F, Zheng X, Xue Y, Zhang J, et al. The impact of chronic diseases on psychological distress among the older adults: The mediating and moderating role of activities of daily living and perceived social support. Aging Ment Health. 2022;26(9):1798–804.PubMedCrossRef
47.
go back to reference Busack A. The influence of after-school activity participation and perceived social support on the emotional and social competence, and school engagement of adolescents (doctoral dissertation). New York: Pace University; 2013. Busack A. The influence of after-school activity participation and perceived social support on the emotional and social competence, and school engagement of adolescents (doctoral dissertation). New York: Pace University; 2013.
48.
go back to reference Chang JJ, Zhu HD, Zhang XY, Li CX. Effect of social support on adolescents’ prosocial behavior: Mediating effect of social anxiety and depression. Mod Prev Med. 2021;48:2210–3. Chang JJ, Zhu HD, Zhang XY, Li CX. Effect of social support on adolescents’ prosocial behavior: Mediating effect of social anxiety and depression. Mod Prev Med. 2021;48:2210–3.
49.
go back to reference Hickin N, Käll A, Shafran R, Sutcliffe S, Manzotti G, Langan D. The effectiveness of psychological interventions for loneliness: A systematic review and meta-analysis. Clin Psychol Rev. 2021;88: 102066.PubMedCrossRef Hickin N, Käll A, Shafran R, Sutcliffe S, Manzotti G, Langan D. The effectiveness of psychological interventions for loneliness: A systematic review and meta-analysis. Clin Psychol Rev. 2021;88: 102066.PubMedCrossRef
50.
go back to reference Harrison V, Moulds ML, Jones K. Perceived social support and prenatal wellbeing; The mediating effects of loneliness and repetitive negative thinking on anxiety and depression during the COVID-19 pandemic. Women Birth. 2022;35(3):232–41.PubMedCrossRef Harrison V, Moulds ML, Jones K. Perceived social support and prenatal wellbeing; The mediating effects of loneliness and repetitive negative thinking on anxiety and depression during the COVID-19 pandemic. Women Birth. 2022;35(3):232–41.PubMedCrossRef
51.
go back to reference Horne JA, Ostberg O. A self-assessment questionnaire to determine morningness-eveningness in human circadian rhythms. Int J Chronobiol. 1976;4(2):97–110.PubMed Horne JA, Ostberg O. A self-assessment questionnaire to determine morningness-eveningness in human circadian rhythms. Int J Chronobiol. 1976;4(2):97–110.PubMed
52.
go back to reference Zhu YY, Huang JH, Yang MQ. Association between chronotype and sleep quality among Chinese college students: The role of bedtime procrastination and sleep hygiene awareness. Int J Environ Res Public Health. 2022;20(1):197.PubMedPubMedCentralCrossRef Zhu YY, Huang JH, Yang MQ. Association between chronotype and sleep quality among Chinese college students: The role of bedtime procrastination and sleep hygiene awareness. Int J Environ Res Public Health. 2022;20(1):197.PubMedPubMedCentralCrossRef
53.
go back to reference Watson D, Friend R. Measurement of social-evaluative anxiety. Consult Clin Psychol. 1969;33(4):448.CrossRef Watson D, Friend R. Measurement of social-evaluative anxiety. Consult Clin Psychol. 1969;33(4):448.CrossRef
54.
go back to reference Liang Z, Kang D, Zhang M, et al. The impact of the COVID-19 pandemic on Chinese postgraduate students’ mental health. Int J Environ Res Public Health. 2021;18(21):11542.PubMedPubMedCentralCrossRef Liang Z, Kang D, Zhang M, et al. The impact of the COVID-19 pandemic on Chinese postgraduate students’ mental health. Int J Environ Res Public Health. 2021;18(21):11542.PubMedPubMedCentralCrossRef
55.
56.
go back to reference Shi X, Wang A, Zhu Y. Longitudinal associations among smartphone addiction, loneliness, and depressive symptoms in college students: disentangling between–and within–person associations. Addict Behav. 2023;142: 107676.PubMedCrossRef Shi X, Wang A, Zhu Y. Longitudinal associations among smartphone addiction, loneliness, and depressive symptoms in college students: disentangling between–and within–person associations. Addict Behav. 2023;142: 107676.PubMedCrossRef
57.
go back to reference Zimet GD, Dahlem NW, Zimet SG, Farley GK. The multidimensional scale of perceived social support. J Pers Assess. 1988;52(1):30–41.CrossRef Zimet GD, Dahlem NW, Zimet SG, Farley GK. The multidimensional scale of perceived social support. J Pers Assess. 1988;52(1):30–41.CrossRef
58.
go back to reference Jiang QJ. Perceived Social Support Scale (PSSS). In: Wang XD, Wang XL, Ma H, editors. Rating scales for mental health. Beijing: China Mental Health Journal Press; 1999. p. 131–3. Jiang QJ. Perceived Social Support Scale (PSSS). In: Wang XD, Wang XL, Ma H, editors. Rating scales for mental health. Beijing: China Mental Health Journal Press; 1999. p. 131–3.
59.
go back to reference Preacher KJ, Hayes AF. Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behav Res Methods. 2008;40(3):879–91.PubMedCrossRef Preacher KJ, Hayes AF. Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behav Res Methods. 2008;40(3):879–91.PubMedCrossRef
60.
go back to reference Erol O, Cirak NS. Exploring the loneliness and internet addiction level of college students based on demographic variables. Contemp Educ Technol. 2019;10(2):156–72.CrossRef Erol O, Cirak NS. Exploring the loneliness and internet addiction level of college students based on demographic variables. Contemp Educ Technol. 2019;10(2):156–72.CrossRef
61.
go back to reference Lin YP, Fan ZP. The relationship between rejection sensitivity and social anxiety among Chinese college students: The mediating roles of loneliness and self-esteem. Curr Psychol. 2023;42:12439–48.CrossRef Lin YP, Fan ZP. The relationship between rejection sensitivity and social anxiety among Chinese college students: The mediating roles of loneliness and self-esteem. Curr Psychol. 2023;42:12439–48.CrossRef
62.
go back to reference Podsakoff PM, MacKenzie SB, Lee JY, Podsakoff NP. Common method biases in behavioral research: A critical review of the literature and recommended remedies. J Appl Psychol. 2003;88:879.PubMedCrossRef Podsakoff PM, MacKenzie SB, Lee JY, Podsakoff NP. Common method biases in behavioral research: A critical review of the literature and recommended remedies. J Appl Psychol. 2003;88:879.PubMedCrossRef
63.
go back to reference Horne CM, Norbury R. Altered resting-state connectivity within default mode network associated with late chronotype. J Psychiatr Res. 2018;102:223–9.PubMedCrossRef Horne CM, Norbury R. Altered resting-state connectivity within default mode network associated with late chronotype. J Psychiatr Res. 2018;102:223–9.PubMedCrossRef
64.
go back to reference Werner KH, Goldin PR, Ball TM, Heimberg RG, Gross JJ. Assessing emotion regulation in social anxiety disorder: The emotion regulation interview. J Psychopathol Behav Assess. 2011;33(3):346–54.CrossRef Werner KH, Goldin PR, Ball TM, Heimberg RG, Gross JJ. Assessing emotion regulation in social anxiety disorder: The emotion regulation interview. J Psychopathol Behav Assess. 2011;33(3):346–54.CrossRef
65.
go back to reference Watts AL, Norbury R. Reduced effective emotion regulation in night owls. J Biol Rhythms. 2017;32(4):369–75.PubMedCrossRef Watts AL, Norbury R. Reduced effective emotion regulation in night owls. J Biol Rhythms. 2017;32(4):369–75.PubMedCrossRef
66.
go back to reference Schafer JÖ, Naumann E, Holmes EA, Tuschen-Caffier B, Samson AC. Emotion regulation strategies in depressive and anxiety symptoms in youth: A meta-analytic review. J Youth Adolesc. 2017;46(2):261–76.PubMedCrossRef Schafer JÖ, Naumann E, Holmes EA, Tuschen-Caffier B, Samson AC. Emotion regulation strategies in depressive and anxiety symptoms in youth: A meta-analytic review. J Youth Adolesc. 2017;46(2):261–76.PubMedCrossRef
67.
go back to reference El-Jaziz A, Lotfi S. Effect of circadian preferences and personality traits on academic achievement in active students. Chronobiol Med. 2023;5(2):87–92.CrossRef El-Jaziz A, Lotfi S. Effect of circadian preferences and personality traits on academic achievement in active students. Chronobiol Med. 2023;5(2):87–92.CrossRef
69.
go back to reference Gopalakrishnan P, Simiyon M, Mani M, Thilakan P. Do chronotypes influence problematic mobile phone use and sleep quality among the doctors? – A cross-sectional study from india. BJPsych Open. 2022;8(S1):S73–S73.PubMedCentralCrossRef Gopalakrishnan P, Simiyon M, Mani M, Thilakan P. Do chronotypes influence problematic mobile phone use and sleep quality among the doctors? – A cross-sectional study from india. BJPsych Open. 2022;8(S1):S73–S73.PubMedCentralCrossRef
70.
go back to reference Schimmenti A, Musetti A, Costanzo A, Terrone G, Maganuco NR, Aglieri Rinella C, Gervasi AM. The unfabulous four: Maladaptive personality functioning, insecure attachment, dissociative experiences, and problematic internet use among young adults. Int J Ment Health Addict. 2021;19:447–61.CrossRef Schimmenti A, Musetti A, Costanzo A, Terrone G, Maganuco NR, Aglieri Rinella C, Gervasi AM. The unfabulous four: Maladaptive personality functioning, insecure attachment, dissociative experiences, and problematic internet use among young adults. Int J Ment Health Addict. 2021;19:447–61.CrossRef
71.
go back to reference Thomée S, Härenstam A, Hagberg M. Mobile phone use and stress, sleep disturbances, and symptoms of depression among young adults-a prospective cohort study. BMC Public Health. 2011;11(1):66.PubMedPubMedCentralCrossRef Thomée S, Härenstam A, Hagberg M. Mobile phone use and stress, sleep disturbances, and symptoms of depression among young adults-a prospective cohort study. BMC Public Health. 2011;11(1):66.PubMedPubMedCentralCrossRef
72.
73.
go back to reference Knowles ML, Lucas GM, Baumeister RF, Gardner WL. Choking under social pressure: Social monitoring among the lonely. Pers Soc Psychol Bull. 2015;41(6):805–21.PubMedCrossRef Knowles ML, Lucas GM, Baumeister RF, Gardner WL. Choking under social pressure: Social monitoring among the lonely. Pers Soc Psychol Bull. 2015;41(6):805–21.PubMedCrossRef
74.
go back to reference Hou XL, Elhai JD, Hu TQ, She Z, Xi JZ. Anxiety symptoms and problematic smartphone use severity among Chinese college students: The moderating role of social support. Curr Psychol. 2023;42:2841–9.CrossRef Hou XL, Elhai JD, Hu TQ, She Z, Xi JZ. Anxiety symptoms and problematic smartphone use severity among Chinese college students: The moderating role of social support. Curr Psychol. 2023;42:2841–9.CrossRef
75.
go back to reference Reid GM, Holt MK, Bowman CE, Espelage DL, Green JG. Perceived social support and mental health among first-year college students with histories of bullying victimization. J Child Fam Stud. 2016;25(11):3331–41.CrossRef Reid GM, Holt MK, Bowman CE, Espelage DL, Green JG. Perceived social support and mental health among first-year college students with histories of bullying victimization. J Child Fam Stud. 2016;25(11):3331–41.CrossRef
76.
go back to reference Spence SH, March S, Donovan CL. Social support as a predictor of treatment adherence and response in an open-access, self-help, internet-delivered cognitive behavior therapy program for child and adolescent anxiety. Internet Interv. 2019;18: 100268.PubMedPubMedCentralCrossRef Spence SH, March S, Donovan CL. Social support as a predictor of treatment adherence and response in an open-access, self-help, internet-delivered cognitive behavior therapy program for child and adolescent anxiety. Internet Interv. 2019;18: 100268.PubMedPubMedCentralCrossRef
77.
go back to reference Maeda U, Shen BJ, Schwarz ER, Farrell KA, Mallon S. Self-Efficacy Mediates the Associations of Social Support and Depression with Treatment Adherence in Heart Failure Patients. Int J Behav Med. 2013;20:88–96.PubMedCrossRef Maeda U, Shen BJ, Schwarz ER, Farrell KA, Mallon S. Self-Efficacy Mediates the Associations of Social Support and Depression with Treatment Adherence in Heart Failure Patients. Int J Behav Med. 2013;20:88–96.PubMedCrossRef
78.
go back to reference Akbari M, Seydavi M, Rowhani NS, Nouri N. Psychological predictors of treatment adherence among patients with diabetes (types I and II): Modified information–motivation–behavioural skills model. Clin Psychol Psychother. 2022;29:1854–66.PubMedCrossRef Akbari M, Seydavi M, Rowhani NS, Nouri N. Psychological predictors of treatment adherence among patients with diabetes (types I and II): Modified information–motivation–behavioural skills model. Clin Psychol Psychother. 2022;29:1854–66.PubMedCrossRef
79.
go back to reference Atefi GL, Koh WQ, Kohl G, Seydavi M, Swift JK, Akbari M, de Vugt ME. Adherence to Online Interventions for Family Caregivers of People With Dementia: A Meta-Analysis and Systematic Review. Am J Geriatr Psychiatry. 2024;32(10):1271–91.PubMedCrossRef Atefi GL, Koh WQ, Kohl G, Seydavi M, Swift JK, Akbari M, de Vugt ME. Adherence to Online Interventions for Family Caregivers of People With Dementia: A Meta-Analysis and Systematic Review. Am J Geriatr Psychiatry. 2024;32(10):1271–91.PubMedCrossRef
80.
go back to reference Rueger SY, Malecki CK, Pyun Y, Aycock C, Coyle S. A meta-analytic review of the association between perceived social support and depression in childhood and adolescence. Psychol Bull. 2016;142(10):1017.PubMedCrossRef Rueger SY, Malecki CK, Pyun Y, Aycock C, Coyle S. A meta-analytic review of the association between perceived social support and depression in childhood and adolescence. Psychol Bull. 2016;142(10):1017.PubMedCrossRef
81.
go back to reference Arnett JJ. Socialization in emerging adulthood: From the family to the wilder world, from socialization to self-socialization. In: Grusec JE, Hastings PD, editors. Handbook of socialization: Theory and research. 2nd ed. New York: The Guilford Press; 2015. p. 85–108. Arnett JJ. Socialization in emerging adulthood: From the family to the wilder world, from socialization to self-socialization. In: Grusec JE, Hastings PD, editors. Handbook of socialization: Theory and research. 2nd ed. New York: The Guilford Press; 2015. p. 85–108.
82.
go back to reference Parra LA, Bell TS, Benibgui M, Helm JL, Hastings PD. The buffering effect of peer support on the links between family rejection and psychosocial adjustment in LGB emerging adults. J Soc Pers Relat. 2018;35(6):854–71.CrossRef Parra LA, Bell TS, Benibgui M, Helm JL, Hastings PD. The buffering effect of peer support on the links between family rejection and psychosocial adjustment in LGB emerging adults. J Soc Pers Relat. 2018;35(6):854–71.CrossRef
83.
go back to reference Lamis DA, Ballard ED, May AM. Depressive symptoms and suicidal ideation in college students: The mediating and moderating roles of hopelessness, alcohol problems, and social support. J Clin Psychol. 2016;72:919–32.PubMedCrossRef Lamis DA, Ballard ED, May AM. Depressive symptoms and suicidal ideation in college students: The mediating and moderating roles of hopelessness, alcohol problems, and social support. J Clin Psychol. 2016;72:919–32.PubMedCrossRef
Metadata
Title
The association between chronotype and social anxiety among Chinese university students: a moderated mediation analysis of loneliness and perceived social support
Authors
Yingying Zhu
Junling Liu
Fulin Chen
Qian Wang
Kunxia Cao
Jiahao Huang
He Wang
Qiang Wang
Xue Luo
Publication date
01-12-2024
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2024
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-024-20811-3