Correlation Between Chronotypes and Depressive Symptoms Mediated by Sleep Quality Among Chinese College Students During the COVID-19 Pandemic

References

• Chang BP, Meisel ZF. Are there long term consequences to psychological stress during a medical event? Acad Emerg Med. 2020;27(2):173–175. doi:10.1111/acem.13878
   PubMed Web of Science ®Google Scholar
• Sun HW, Chen XL, Wang YY, et al. Construction of a psychological crisis intervention system for public health emergencies in China. Chin Electronic J Health Emerg. 2018;4(3):141–144. doi:10.3877/cma.j.issn.2095-9133.2018.03.004
   Google Scholar
• Wang C, Horby PW, Hayden FG, et al. A novel coronavirus outbreak of global health concern. Lancet. 2020;395(10223):470–473. doi:10.1016/S0140-6736(20)30185-9
   PubMed Web of Science ®Google Scholar
• Dadkhah M, Talei S, Doostkamel D, et al. The impact of COVID-19 on diagnostic biomarkers in neuropsychiatric and neuroimmunological diseases: a review. Rev Neurosci. 2021;33(1):79–92. doi:10.1515/revneuro-2020-0154
   PubMed Web of Science ®Google Scholar
• Xiong J, Lipsitz O, Nasri F, et al. Impact of COVID-19 pandemic on mental health in the general population: a systematic review. J Affect Disord. 2020;277:55–64. doi:10.1016/j.jad.2020.08.001
   PubMed Web of Science ®Google Scholar
• Wu T, Jia X, Shi H, et al. Prevalence of mental health problems during the COVID-19 pandemic: a systematic review and meta-analysis. J Affect Disord. 2021;281:91–98. doi:10.1016/j.jad.2020.11.117
   PubMed Web of Science ®Google Scholar
• Jahrami H, BaHammam AS, Bragazzi NL, et al. Sleep problems during the COVID-19 pandemic by population: a systematic review and meta-analysis. J Clin Sleep Med. 2021;17(2):299–313. doi:10.5664/jcsm.8930
   PubMed Web of Science ®Google Scholar
• Alimoradi Z, Broström A, Tsang HWH, et al. Sleep problems during COVID-19 pandemic and its’ association to psychological distress: a systematic review and meta-analysis. EClinicalMedicine. 2021;36:100916. doi:10.1016/j.eclinm.2021.100916
   PubMedGoogle Scholar
• Alimoradi Z, Ohayon MM, Griffiths MD, et al. Fear of COVID-19 and its association with mental health-related factors: systematic review and meta-analysis. B J Psych Open. 2022;8(2):e73. doi:10.1192/bjo.2022.26
   Google Scholar
• Jahrami HA, Alhaj OA, Humood AM, et al. Sleep disturbances during the COVID-19 pandemic: a systematic review, meta-analysis, and meta-regression. Sleep Med Rev. 2022;62:101591. doi:10.1016/j.smrv.2022.101591
   PubMed Web of Science ®Google Scholar
• Lindert J, Jakubauskiene M, Bilsen J. The COVID-19 disaster and mental health-assessing, responding and recovering. Eur J Public Health. 2021;31(Supplement_4):iv31–iv35. doi:10.1093/eurpub/ckab153
   PubMedGoogle Scholar
• Huang C, Wang Y, Li X, et al. Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China. Lancet. 2020;395(10223):497–506. doi:10.1016/S0140-6736(20)30183-5
   PubMed Web of Science ®Google Scholar
• Lin C-Y. Social reaction toward the 2019 novel coronavirus (COVID-19). Soc Health Behav. 2020;3(1):1. doi:10.4103/SHB.SHB_11_20
   Google Scholar
• Evans S, Alkan E, Bhangoo JK, et al. Effects of the COVID-19 lockdown on mental health, wellbeing, sleep, and alcohol use in a UK student sample. Psychiatry Res. 2021;298:113819. doi:10.1016/j.psychres.2021.113819
   PubMed Web of Science ®Google Scholar
• Nayan MI, Uddin MS, Hossain MI, et al. Comparison of the performance of machine learning based algorithms for predicting depression and anxiety among university students in Bangladesh: a result of the first wave of the COVID-19 pandemic. Asian J Soc Health Behav. 2022;5(2):75–84. doi:10.4103/shb.shb_38_22
   Google Scholar
• Balanza-Martínez V, Kapczinski F, de Azevedo Cardoso T, et al. The assessment of lifestyle changes during the COVID-19 pandemic using a multidimensional scale. Rev Psiquiatr Salud Ment. 2021;14(1):14–26. doi:10.1016/j.rpsm.2020.07.003
   Web of Science ®Google Scholar
• Gewin V. Five tips for moving teaching online as COVID-19 takes hold. Nature. 2020;580(7802):295–296. doi:10.1038/d41586-020-00896-7
   PubMed Web of Science ®Google Scholar
• Chen F, Zheng D, Liu J, et al. Depression and anxiety among adolescents during COVID-19: a cross-sectional study. Brain Behav Immun. 2020;88:36–38. doi:10.1016/j.bbi.2020.05.061
   PubMed Web of Science ®Google Scholar
• Sahu P. Closure of universities due to coronavirus disease 2019 (COVID-19): impact on education and mental health of students and academic staff. Cureus. 2020;12(4):e7541. doi:10.7759/cureus.7541
   PubMed Web of Science ®Google Scholar
• Tasso AF, Hisli Sahin N, San Roman GJ. COVID-19 disruption on college students: academic and socioemotional implications. Psychol Trauma. 2021;13(1):9–15. doi:10.1037/tra0000996
   PubMed Web of Science ®Google Scholar
• Son C, Hegde S, Smith A, et al. Effects of COVID-19 on college students’ mental health in the United States: interview survey study. J Med Internet Res. 2020;22(9):e21279. doi:10.2196/21279
   PubMed Web of Science ®Google Scholar
• Alimoradi Z, Gozal D, Tsang HWH, et al. Gender-specific estimates of sleep problems during the COVID-19 pandemic: systematic review and meta-analysis. J Sleep Res. 2022;31(1):e13432. doi:10.1111/jsr.13432
   PubMed Web of Science ®Google Scholar
• Mulyadi M, Tonapa SI, Luneto S, et al. Prevalence of mental health problems and sleep disturbances in nursing students during the COVID-19 pandemic: a systematic review and meta-analysis. Nurse Educ Pract. 2021;57:103228. doi:10.1016/j.nepr.2021.103228
   PubMed Web of Science ®Google Scholar
• Strong C, Lin CY, Jalilolghadr S, et al. Sleep hygiene behaviours in Iranian adolescents: an application of the theory of planned behavior. J Sleep Res. 2018;27(1):23–31. doi:10.1111/jsr.12566
   PubMed Web of Science ®Google Scholar
• Fernandes ACA, Padilha DMM, de Moura ACMA, et al. COVID-19 pandemic decreased sleep quality of medical students. Sleep Sci. 2022;15(4):436–440. doi:10.5935/1984-0063.20220075
   PubMed Web of Science ®Google Scholar
• Lin CY, Broström A, Griffiths MD, et al. Investigating mediated effects of fear of COVID-19 and COVID-19 misunderstanding in the association between problematic social media use, psychological distress, and insomnia. Internet Interv. 2020;21:100345. doi:10.1016/j.invent.2020.100345
   PubMedGoogle Scholar
• Birmingham WC, Wadsworth LL, Lassetter JH, et al. COVID-19 lockdown: impact on college students’ lives. J Am Coll Health. 2021:1–15. doi:10.1080/07448481.2021.1909041
   PubMedGoogle Scholar
• Rotvold A, Parker K, Honrath K, et al. Sleep and diet patterns of college students during the COVID-19 pandemic lockdowns. J Am Coll Health. 2022:1–4. doi:10.1080/07448481.2022.2089850
   PubMedGoogle Scholar
• Wang R, He L, Xue B, et al. Sleep quality of college students during COVID-19 outbreak in china: a cross-sectional study. Altern Ther Health Med. 2022;28(3):58–64.
   PubMed Web of Science ®Google Scholar
• Ibrahim AK, Kelly SJ, Adams CE, et al. A systematic review of studies of depression prevalence in university students. J Psychiatr Res. 2013;47(3):391–400. doi:10.1016/j.jpsychires.2012.11.015
   PubMed Web of Science ®Google Scholar
• Wang M, Han FF, Liu J, et al. A meta-analysis of detection rate of depression symptoms and related factors in college students. Chin Ment Health J. 2020;34(12):1041–1047. doi:10.3969/j.issn.1000-6729.2020.12.012
   Google Scholar
• Liu JR, Lu YQ, Zhang QL. Insomnia status of college students and coping strategies. Chin J Health Psychol. 2012;20(9):1406–1408. doi:10.13342/j.cnki.cjhp.2012.09.027
   Google Scholar
• Jiang XL, Zheng XY, Yang J, et al. A systematic review of studies on the prevalence of insomnia in university students. Public Health. 2015;129(12):1579–1584. doi:10.1016/j.puhe.2015.07.030
   PubMed Web of Science ®Google Scholar
• Sun WW, Du CL, Zhang JX, et al. Study on the Correlation Between Depression and Sleep Quality Among College Students. World J Sleep Med. 2022;9(1):10–12+17. doi:10.3969/j.issn.2095-7130.2022.01.003
   Google Scholar
• Sunderajan P, Gaynes BN, Wisniewski SR, et al. Insomnia in patients with depression: a STAR*D report. CNS Spectr. 2010;15(6):394–404. doi:10.1017/S1092852900029266
   PubMed Web of Science ®Google Scholar
• Xiang YT, Ma X, Cai ZJ, et al. The prevalence of insomnia, its sociodemographic and clinical correlates, and treatment in rural and urban regions of Beijing, China: a general population-based survey. Sleep. 2008;31(12):1655–1662. doi:10.1093/sleep/31.12.1655
   PubMed Web of Science ®Google Scholar
• Chen PJ, Huang CLC, Weng SF, et al. Relapse insomnia increases greater risk of anxiety and depression: evidence from a population-based 4-year cohort study. Sleep Med. 2017;38:122–129. doi:10.1016/j.sleep.2017.07.016
   PubMed Web of Science ®Google Scholar
• Luo CL, Zhang JH, Pan JY. One-year course and effects of insomnia in rural Chinese adolescents. Sleep. 2013;36(3):377–384. doi:10.5665/sleep.2454
   PubMed Web of Science ®Google Scholar
• Sivertsen B, Salo P, Mykletun A, et al. The bidirectional association between depression and insomnia: the HUNT study. Psychosom Med. 2012;74(7):758–765. doi:10.1097/PSY.0b013e3182648619
   PubMed Web of Science ®Google Scholar
• Buysse DJ, Angst J, Gamma A, et al. Prevalence, course, and comorbidity of insomnia and depression in young adults. Sleep. 2008;31(4):473–480. doi:10.1093/sleep/31.4.473
   PubMed Web of Science ®Google Scholar
• Onaolapo OJ, Onaolapo AY. Melatonin, adolescence, and the brain: an insight into the period-specific influences of a multifunctional signaling molecule. Birth Defects Res. 2017;109(20):1659–1671. doi:10.1002/bdr2.1171
   PubMedGoogle Scholar
• Robillard R, Carpenter JS, Rogers NL, et al. Circadian rhythms and psychiatric profiles in young adults with unipolar depressive disorders. Transl Psychiatry. 2018;8(1):1–8. doi:10.1038/s41398-018-0255-y
   PubMedGoogle Scholar
• Kandeger A, Selvi Y, Tanyer DK. The effects of individual circadian rhythm differences on insomnia, impulsivity, and food addiction. Eat Weight Disord. 2019;24(1):47–55. doi:10.1007/s40519-018-0518-x
   PubMed Web of Science ®Google Scholar
• Adan A, Almirall H. Horne & Östberg morningness-eveningness questionnaire: a reduced scale. Pers Individ Dif. 1991;12(3):241–253. doi:10.1016/0191-8869(91)90110-W
   Web of Science ®Google Scholar
• Adan A, Natale V. Gender differences in morningness-eveningness preference. Chronobiol Int. 2002;19(4):709–720. doi:10.1081/CBI-120005390
   PubMed Web of Science ®Google Scholar
• Buysse DJ, Reynolds CF, Monk TH, et al. The Pittsburgh Sleep Quality Index: a new instrument for psychiatric practice and research. Psychiatry Res. 1989;28(2):193–213. doi:10.1016/0165-1781(89)90047-4
   PubMed Web of Science ®Google Scholar
• Kroenke K, Spitzer RL. The PHQ-9: a new depression diagnostic and severity measure. Psychiatr Ann. 2002;32(9):509–521. doi:10.3928/0048-5713-20020901-06
   Web of Science ®Google Scholar
• Zhang YL, Liang W, Chen ZM, et al. Validity and reliability of Patient Health Questionnaire-9 and Patient Health Questionnaire-2 to screen for depression among college students in China. Asia Pac Psychiatry. 2013;5(4):268–275. doi:10.1111/appy.12103
   PubMed Web of Science ®Google Scholar
• Wei-Xia L, Aizezi M, Zhitao X, Wuhan L, Bin Z. Validity and reliability of the Early Morning Type and Night Type Scale-5-item measure of technical school students. Chin J Ment Health. 2016;6:406–412. doi:10.3969/j.issn.1000-6729.2016.06.002
   Google Scholar
• Huang Q, Liao J, Liu Y, et al. Plasma neuropeptide Y levels in Chinese patients with primary insomnia. Sleep Breath. 2015;19(2):617–622. doi:10.1007/s11325-014-1059-9
   PubMed Web of Science ®Google Scholar
• Podsakoff PM, MacKenzie SB, Lee JY, et al. Common method biases in behavioral research: a critical review of the literature and recommended remedies. J Appl Psychol. 2003;88(5):879–903. doi:10.1037/0021-9010.88.5.879
   PubMed Web of Science ®Google Scholar
• Hayes AF. PROCESS: a versatile computational tool for observed variable mediation, moderation, and conditional process modeling [White paper]; 2012. Available from: http://www.afhayes.com/public/process2012.pdf. Accessed June 21, 2023.
   Google Scholar
• Hayes AF. Mediation, moderation, and conditional process analysis. In: Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach. 2nd ed. New York: The Guilford Press; 2017.
   Google Scholar
• Conley CS, Shapiro JB, Kirsch AC, et al. A meta-analysis of indicated mental health prevention programs for at-risk higher education students. J Couns Psychol. 2017;64(2):121–140. doi:10.1037/cou0000190
   PubMed Web of Science ®Google Scholar
• Auerbach RP, Mortier P, Bruffaerts R, et al. WHO World Mental Health Surveys International College Student Project: prevalence and distribution of mental disorders. J Abnorm Psychol. 2018;127(7):623–638. doi:10.1037/abn0000362
   PubMed Web of Science ®Google Scholar
• Klaiber P, Wen JH, DeLongis A, et al. The ups and downs of daily life during COVID-19: age differences in affect, stress, and positive events. J Gerontol B Psychol. 2021;76(2):e30–e37. doi:10.1093/geronb/gbaa096
   Google Scholar
• Chang J, Yuan Y, Wang D. Mental health status and its influencing factors among college students during the epidemic of COVID-19. Nan Fang Yi Ke Da Xue Xue Bao. 2020;40(2):171–176. doi:10.12122/j.issn.1673-4254.2020.02.06
   PubMedGoogle Scholar
• Lee J, Solomon M, Stead T, et al. Impact of COVID-19 on the mental health of US college students. BMC Psychol. 2021;9(1):1–10. doi:10.1186/s40359-021-00598-3
   PubMedGoogle Scholar
• Balakrishnan V, Ng KS, Kaur W, et al. COVID-19 depression and its risk factors in Asia Pacific-a systematic review and meta-analysis. J Affect Disord. 2022;298(Part B):47–56. doi:10.1016/j.jad.2021.11.048
   PubMedGoogle Scholar
• Santomauro DF, Herrera AMM, Shadid J, et al. Global prevalence and burden of depressive and anxiety disorders in 204 countries and territories in 2020 due to the COVID-19 pandemic. Lancet. 2021;398(10312):1700–1712. doi:10.1016/S0140-6736(21)02143-7
   PubMed Web of Science ®Google Scholar
• Deng Y, Ye B, Yang Q. COVID-19 related emotional stress and bedtime procrastination among college students in China: a moderated mediation model. Nat Sci Sleep. 2022;14:1437–1447. doi:10.2147/NSS.S371292
   PubMed Web of Science ®Google Scholar
• Seyed Hashemi SG, Hosseinnezhad S, Dini S, et al. The mediating effect of the cyberchondria and anxiety sensitivity in the association between problematic internet use, metacognition beliefs, and fear of COVID-19 among Iranian online population. Heliyon. 2020;6(10):e05135. doi:10.1016/j.heliyon.2020.e05135
   PubMed Web of Science ®Google Scholar
• Alheneidi H, AlSumait L, AlSumait D, et al. Loneliness and problematic internet use during COVID-19 lock-down. Behav Sci. 2021;11(1):5. doi:10.3390/bs11010005
   PubMedGoogle Scholar
• Gjoneska B, Potenza MN, Jones J, et al. Problematic use of the internet during the COVID-19 pandemic: good practices and mental health recommendations. Compr Psychiatry. 2022;112:152279. doi:10.1016/j.comppsych.2021.152279
   PubMed Web of Science ®Google Scholar
• Gjoneska B, Potenza MN, Jones J, et al. Problematic use of the Internet in low- and middle-income countries before and during the COVID-19 pandemic: a scoping review. Curr Opin Behav Sci. 2022;48:101208. doi:10.1016/j.cobeha.2022.101208
   PubMed Web of Science ®Google Scholar
• Wong HY, Mo HY, Potenza MN, et al. Relationships between severity of internet gaming disorder, severity of problematic social media use, sleep quality and psychological distress. Int J Environ Res Public Health. 2020;17(6):1879. doi:10.3390/ijerph17061879
   PubMed Web of Science ®Google Scholar
• Lee ZH, Chen IH. The association between problematic internet use, psychological distress, and sleep problems during COVID-19. Sleep Epidemiol. 2021;1:100005. doi:10.1016/j.sleepe.2021.100005
   PubMedGoogle Scholar
• Mahamid FA, Berte DZ, Bdier D. Problematic internet use and its association with sleep disturbance and life satisfaction among Palestinians during the COVID-19 pandemic. Curr Psychol. 2022;41(11):8167–8174. doi:10.1007/s12144-021-02124-5
   PubMed Web of Science ®Google Scholar
• Brand M, Laier C, Young KS. Internet addiction: coping styles, expectancies, and treatment implications. Front Psychol. 2014;5:1256. doi:10.3389/fpsyg.2014.01256
   PubMed Web of Science ®Google Scholar
• Kowert R, Domahidi E, Quandt T. The relationship between online video game involvement and gaming-related friendships among emotionally sensitive individuals. Cyberpsychol Behav Soc Netw. 2014;17(7):447–453. doi:10.1089/cyber.2013.0656
   PubMed Web of Science ®Google Scholar
• Abreu T, Bragança M. The bipolarity of light and dark: a review on bipolar disorder and circadian cycles. J Affect Disord. 2015;185:219–229. doi:10.1016/j.jad.2015.07.017
   PubMed Web of Science ®Google Scholar
• Lin YM, Lu JK. The relationship between sleep and physical form and activity among college students in Shanxi Province. China School Health. 2019;6:921–923. doi:10.16835/j.cnki.1000-9817.2019.06.037
   Google Scholar
• Pedersen M, Ekstedt M, Småstuen MC, et al. Sleep-wake rhythm disturbances and perceived sleep in adolescent chronic fatigue syndrome. J Sleep Res. 2017;26(5):595–601. doi:10.1111/jsr.12547
   PubMed Web of Science ®Google Scholar
• Logan RW, McClung CA. Rhythms of life: circadian disruption and brain disorders across the lifespan. Nat Re Neurosci. 2019;20(1):49–65. doi:10.1038/s41583-018-0088-y
   PubMed Web of Science ®Google Scholar
• Lewy AJ. Depressive disorders may more commonly be related to circadian phase delays rather than advances: time will tell. Sleep Med. 2010;11(2):117–118. doi:10.1016/j.sleep.2009.09.002
   PubMed Web of Science ®Google Scholar
• Raniti MB, Allen NB, Schwartz O, et al. Sleep duration and sleep quality: associations with depressive symptoms across adolescence. Behav Sleep Med. 2017;15(3):198–215. doi:10.1080/15402002.2015.1120198
   PubMed Web of Science ®Google Scholar
• Addington J, Heinssen R. Prediction and prevention of psychosis in youth at clinical high risk. Annu Rev Clin Psychol. 2012;8(1):269–289. doi:10.1146/annurev-clinpsy-032511-143146
   PubMed Web of Science ®Google Scholar
• Dinis J, Bragança M. Quality of sleep and depression in college students: a systematic review. Sleep Sci. 2018;11(4):290–301. doi:10.5935/1984-0063.20180045
   PubMed Web of Science ®Google Scholar
• Yu XB, Sun HY, Xing K, et al. A meta-analysis of the relationship between sleep quality and depressed mood among Chinese college students. Chin Health Stat. 2019;36(3):420–422.
   Google Scholar
• Baglioni C, Battagliese G, Feige B, et al. Insomnia as a predictor of depression: a meta-analytic evaluation of longitudinal epidemiological studies. J Affect Disord. 2011;135(1–3):10–19. doi:10.1016/j.jad.2011.01.011
   PubMed Web of Science ®Google Scholar
• Iranpour S, Kheirabadi GR, Esmaillzadeh A, et al. Association between sleep quality and postpartum depression. J Res Med Sci. 2016;21(1):110. doi:10.4103/1735-1995.193500
   PubMed Web of Science ®Google Scholar
• Nierenberg AA, Husain MM, Trivedi MH, et al. Residual symptoms after remission of major depressive disorder with citalopram and risk of relapse: a STAR*D report. Psychol Med. 2010;40(1):41–50. doi:10.1017/S0033291709006011
   PubMed Web of Science ®Google Scholar
• Clarke G, Harvey AG. The complex role of sleep in adolescent depression. Child Adolesc Psychiatr Clin N Am. 2012;21(2):385–400. doi:10.1016/j.chc.2012.01.006
   PubMed Web of Science ®Google Scholar
• Zhang JH, Liu YP, Pan JY. Research progress and problems in the relationship between insomnia and depression from 2008–2013. Chin J Ment Health. 2015;2:81–86. doi:10.3969/j.issn.1000-6729.2015.02.001
   Google Scholar
• Frokjaer VG, Erritzoe D, Holst KK, et al. Prefrontal serotonin transporter availability is positively associated with the cortisol awakening response. Eur Neuropsychopharmacol. 2013;23(4):285–294. doi:10.1016/j.euroneuro.2012.05.013
   PubMed Web of Science ®Google Scholar
• Nakamaru-Ogiso E, Miyamoto H, Hamada K, et al. Novel biochemical manipulation of brain serotonin reveals a role of serotonin in the circadian rhythm of sleep-wake cycles. Eur J Neurosci. 2012;35(11):1762–1770. doi:10.1111/j.1460-9568.2012.08077.x
   PubMed Web of Science ®Google Scholar
• Polito L, Davin A, Vaccaro R, et al. Serotonin transporter polymorphism modifies the association between depressive symptoms and sleep onset latency complaint in elderly people: results from the ‘InveCe. Ab’ study. J Sleep Res. 2015;24(2):215–222. doi:10.1111/jsr.12248
   PubMed Web of Science ®Google Scholar
• Riemann D, Spiegelhalder K, Feige B, et al. The hyperarousal model of insomnia: a review of the concept and its evidence. Sleep Med Rev. 2010;14(1):19–31. doi:10.1016/j.smrv.2009.04.002
   PubMed Web of Science ®Google Scholar
• Xia L, Chen GH, Li ZH, et al. Alterations in hypothalamus-pituitary-adrenal/thyroid axes and gonadotropin-releasing hormone in the patients with primary insomnia: a clinical research. PLoS One. 2013;8(8):e71065. doi:10.1371/journal.pone.0071065
   PubMed Web of Science ®Google Scholar