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Chronobiology International
The Journal of Biological and Medical Rhythm Research
Volume 40, 2023 - Issue 10
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Research Article

Social jetlag longitudinally predicts internalizing and externalizing behavior for adolescent females, but not males

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Pages 1404-1418 | Received 09 Dec 2021, Accepted 26 Sep 2023, Published online: 09 Oct 2023

References

  • Achenbach T. 1991. Manual for the child behavior checklist/4-18 and 1991 profile. Burlington (VT): University of Vermont, Department of Psychiatry.
  • Aiken LS, West SG. 1991. Multiple regression: Testing and interpreting interactions. Newbury Park (CA): Sage.
  • Alvaro PK, Roberts RM, Harris JK. 2013. A systematic review assessing bidirectionality between sleep disturbances, anxiety, and depression. Sleep. 36:1059–1068. doi:10.5665/sleep.2810.
  • Armstrong D, Lycett K, Hiscock H, Care E, Sciberras E. 2015. Longitudinal associations between internalizing and externalizing comorbidities and functional outcomes for children with ADHD. Child Psychiatr Hum Dev. 46:736–748. doi:10.1007/s10578-014-0515-x.
  • Beltz AM, Corley RP, Bricker JB, Wadsworth SJ, Berenbaum SA. 2014. Modeling pubertal timing and tempo and examining links to behavior problems. Dev Psychol. 50:2715–2726. doi:10.1037/a0038096.
  • Breslau J, Gilman SE, Stein BD, Ruder T, Gmelin T, Miller E. 2017. Sex differences in recent first-onset depression in an epidemiological sample of adolescents. Transl Psychiatr. 7:e1139. doi:10.1038/tp.2017.105.
  • Caci H, Mattei V, Baylé FJ, Nadalet L, Dossios C, Robert P, Boyer P. 2005. Impulsivity but not venturesomeness is related to morningness. Psychiatr Res. 134:259–265. doi:10.1016/j.psychres.2004.02.019.
  • Cain N, Gradisar M. 2010. Electronic media use and sleep in school-aged children and adolescents. Sleep Med. 11:735–742. doi:10.1016/j.sleep.2010.02.006.
  • Campbell IG, Grimm KJ, de Bie E, Feinberg I. 2012. Sex, puberty, and the timing of sleep EEG measured adolescent brain maturation. Proc Natl Acad Sci. 109:5740–5743. doi:10.1073/pnas.1120860109. PMID: 22451933; PMC3326502.
  • Carskadon MA. 2002. Factors influencing sleep patterns of adolescents. In: Carskadon M, editor. Adolescent sleep patterns: biological, social, and psychological influences. Cambridge (MA): Cambridge University Press. p. 1–26. doi:10.1017/CBO9780511499999.005.
  • Carskadon MA, Vieira C, Acebo C. 1993. Association between puberty and delayed phase preference. Sleep. 16:258–262. doi:10.1093/sleep/16.3.258.
  • Cohen J, Cohen P, West SG, Aiken LS. 2002. Applied multiple regression/correlation analysis for the behavioral sciences. Mahwah (NJ): Lawrence Erlbaum.
  • Collado Mateo MJ, Díaz-Morales JF, Escribano Barreno C, Delgado Prieto P, Randler C. 2012. Morningness-eveningness and sleep habits among adolescents: age and gender differences. Psicothema. 24:410–415. PMID: 22748732.
  • Cook RD, Weisberg S. 1982. Residuals and influence in regression. New York (NY): Chapman and Hall.
  • Crowley SJ, Carskadon MA. 2010. Modifications to weekend recovery sleep delay circadian phase in older adolescents. Chronobiol Int. 27:1469–1492. doi:10.3109/07420528.2010.503293.
  • Crowley SJ, Wolfson AR, Tarokh L, Carskadon MA. 2018. An update on adolescent sleep: new evidence informing the perfect storm model. J Adolesc. 67:55–65. doi:10.1016/j.adolescence.2018.06.001.
  • Dahl RE, Harvey AG. 2007. Sleep in children and adolescents with behavioral and emotional disorders. Sleep Med Clin. 2:501–511. doi:10.1016/j.jsmc.2007.05.002.
  • Deighton J, Humphrey N, Belsky J, Boehnke J, Vostanis P, Patalay P. 2018. Longitudinal pathways between mental health difficulties and academic performance during middle childhood and early adolescence. Br J Dev Psychol. 36:110–126. doi:10.1111/bjdp.12218. PMID: 29150840.
  • Delgado Prieto P, Diaz-Morales JF, Escribano BC, Collado Mateo MJ, Randler C. 2012. Morningness-eveningness and health-related quality of life among adolescents. Span J Psychol. 15:613–623. doi:10.5209/rev_sjop.2012.v15.n2.38872.
  • de Souza CM, Hidalgo MP. 2014. Midpoint of sleep on school days is associated with depression among adolescents. Chronobiol Int. 31:199–205. doi:10.3109/07420528.2013.838575.
  • Díaz-Morales JF. 2016. Anxiety during adolescence: considering morningness- eveningness as a risk factor. Sleep Biol Rhythm. 14:141–147. doi:10.1007/s41105-015-0032-8.
  • Díaz-Morales JF, Escribano C. 2015. Social jetlag, academic achievement and cognitive performance: understanding gender/sex differences. Chronobiol Int. 32:822–831. doi:10.3109/07420528.2015.1041599.
  • Díaz-Morales JF, Escribano C, Jankowski KS, Vollmer C, Randler C. 2014. Evening adolescents: the role of family relationships and pubertal development. J Adolesc. 37:425–432. doi:10.1016/j.adolescence.2014.03.001.
  • Díaz-Morales JF, Gutiérrez SM. 2008. Morningness-eveningness in adolescents. Span J Psychol. 11:201–206. doi:10.1017/s1138741600004248.
  • Dimakos J, Gauthier-Gagne G, Lin L, Scholes S, Gruber R. 2021. The associations between sleep and externalizing and internalizing problems in children and adolescents with attention-deficit/hyperactivity disorder: empirical findings, clinical complications, and future research directions. Child Adolesc Psychiatr Clin N Am. 30:175–193. doi:10.1016/j.chc.2020.08.001.
  • Dolsen MR, Harvey AG. 2018. Dim light melatonin onset and affect in adolescents with an evening circadian preference. J Adolesc Health. 62:94–99. doi:10.1016/j.jadohealth.2017.07.019.
  • Foley JE, Ram N, Susman EJ, Weinraub M. 2018. Changes to sleep-wake behaviors are associated with trajectories of pubertal timing and tempo of secondary sex characteristics. J Adolesc. 68:171–186. doi:10.1016/j.adolescence.2018.07.017.
  • Gaina A, Sekine M, Kanayama H, Takashi Y, Hu L, Sengoku K, Kagamimori S. 2006. Morning-evening preference: sleep pattern spectrum and lifestyle habits among Japanese junior high school pupils. Chronobiol Int. 23:607–621. doi:10.1080/07420520600650646.
  • Gau SS, Shang CY, Merikangas KR, Chiu YN, Soong WT, Cheng AT. 2007. Association between morningness-eveningness and behavioral/emotional problems among adolescents. J Biol Rhythm. 22:268–274. doi: 10.1177/0748730406298447.
  • Gau SF, Soong WT. 2003. The transition of sleep-wake patterns in early adolescence. Sleep. 26:449–454. doi:10.1093/sleep/26.4.449.
  • Gau SS, Soong WT, Merikangas KR. 2004. Correlates of sleep-wake patterns among children and young adolescents in Taiwan. Sleep. 27:512–519. doi:10.1093/sleep/27.2.299. PMID: 15164908.
  • Giannotti F, Cortesi F, Sebastiani T, Ottaviano S. 2002. Circadian preference, sleep and daytime behaviour in adolescence. J Sleep Res. 11:191–199. doi:10.1046/j.1365-2869.2002.00302.x.
  • Goldstone A, Javitz HS, Claudatos SA, Buysse DJ, Hasler BP, de Zambotti M, Clark DB, Franzen PL, Prouty DE, Colrain IM, et al. 2020. Sleep disturbance predicts depression symptoms in early adolescence: initial findings from the adolescent brain cognitive development study. J Adolesc Health. 66:567–574. doi:10.1016/j.jadohealth.2019.12.005.
  • Graber JA, Lewinsohn PM, Seeley JR, Brooks-Gunn J. 1997. Is psychopathology associated with the timing of pubertal development? J Am Acad Child Adolesc Psychiatr. 36:1768–1776. doi:10.1097/00004583-199712000-00026.
  • Gradisar M, Kahn M, Micic G, Short M, Reynolds C, Orchard F, Bauducco S, Bartel K, Richardson C. 2022. Sleep’s role in the development and resolution of adolescent depression. Nat Rev Psychol. 1:512–523. doi: 10.1038/s44159-022-00074-8.
  • Hale L, Guan S. 2015. Screen time and sleep among school-aged children and adolescents: a systematic literature review. Sleep Med Rev. 21:50–58. doi:10.1016/j.smrv.2014.07.007.
  • Hamlat EJ, Snyder HR, Young JF, Hankin BL. 2019. Pubertal timing as a transdiagnostic risk for psychopathology in youth. Clin Psychol Sci. 7:411–429. doi:10.1177/2167702618810518.
  • Hamre R, Smith ORF, Samdal O, Haug E. 2022. Gaming behaviors and the association with sleep duration, social jetlag, and difficulties falling asleep among Norwegian adolescents. Int J Environ Res Public Health. 19:1765. doi: 10.3390/ijerph19031765.
  • Hasler BP, Dahl RE, Holm SM, Jakubcak JL, Ryan ND, Silk JS, Phillips ML, Forbes EE. 2012. Weekend-weekday advances in sleep timing are associated with altered reward-related brain function in healthy adolescents. Biol Psychol. 91:334–341. doi:10.1016/j.biopsycho.2012.08.008.
  • Hena M, Garmy P. 2020. Social jetlag and its association with screen time and nighttime texting among adolescents in Sweden: a cross-sectional study. Front Neurosci. 14:122. doi:10.3389/fnins.2020.00122. PMID: 32132896; PMCID: PMC7040091.
  • Herting MM, Kim R, Uban KA, Kan E, Binley A, Sowell ER. 2017. Longitudinal changes in pubertal maturation and white matter microstructure. Psychoneuroendocrinology. 81:70–79. doi:10.1016/j.psyneuen.2017.03.017.
  • Herting MM, Maxwell EC, Irvine C, Nagel BJ. 2012. The impact of sex, puberty, and hormones on white matter microstructure in adolescents. Cereb Cortex. 22:1979–1992. doi:10.1093/cercor/bhr246.
  • Hoyt LT, Deardorff J, Marceau K, Laurent CA, Windham GC, Greenspan LC, Pinney SM, Teitelbaum S, Grimm KJ, Hagan MJ, et al. 2018. Girls' sleep trajectories across the pubertal transition: emerging racial/ethnic differences. J Adolesc Health. 62(4):496–503. doi:10.1016/j.jadohealth.2017.10.014.
  • Huang I, Short MA, Bartel K, et al. 2020. The roles of repetitive negative thinking and perfectionism in explaining the relationship between sleep onset difficulties and depressed mood in adolescents. Sleep Health. 6(2):166–171. doi:10.1016/j.sleh.2019.09.008.
  • IBM Corp. 2022. IBM SPSS statistics for windows, version 29.0. Armonk (NY): IBM Corp.
  • Jankowski KS. 2017. Social jet lag: sleep-corrected formula. Chronobiol Int. 34:531–535. doi:10.1080/07420528.2017.1299162. PMID: 28318321.
  • Jenni OG, Achermann P, Carskadon MA. 2005. Homeostatic sleep regulation in adolescents. Sleep. 28:1446–1454. doi:10.1093/sleep/28.11.1446.
  • Jessen E, Vetter C, Roenneberg T, Liesenkötter KP, Werner H, Jenni OG, Lankes E, Blankenstein O, Neumann U, Köhler B, et al. 2019. Sleep timing in patients with precocious and delayed pubertal development. Clocks Sleep. 1:140–150. doi:10.3390/clockssleep1010013.
  • Khor SPH, McClure A, Aldridge G, Bei B, Yap MBH. 2021. Modifiable parental factors in adolescent sleep: a systematic review and meta-analysis. Sleep Med Rev. 56:101408. doi:10.1016/j.smrv.2020.101408. PMID: 33326915.
  • Kim HY. 2013. Statistical notes for clinical researchers: assessing normal distribution (2) using skewness and kurtosis. Restor Dent Endod. 38:52–54. doi:10.5395/rde.2013.38.1.52.
  • Krause ED, Vélez CE, Woo R, Hoffmann B, Freres DR, Abenavoli RM, Gillham JE. 2018. Rumination, depression, and gender in early adolescence: a longitudinal study of a bidirectional model. J Early Adolesc. 38:923–946. doi:10.1177/0272431617704956.
  • Laberge L, Petit D, Simard C, Vitaro F, Tremblay RE, Montplaisir J. 2001. Development of sleep patterns in early adolescence. J Sleep Res. 10:59–67. doi: 10.1046/j.1365-2869.2001.00242.x.
  • Ladouceur CD, Kerestes R, Schlund MW, Shirtcliff EA, Lee Y, Dahl RE. 2019. Neural systems underlying reward cue processing in early adolescence: the role of puberty and pubertal hormones. Psychoneuroendocrinology. 102:281–291. doi:10.1016/j.psyneuen.2018.12.016.
  • Ladouceur CD, Peper JS, Crone EA, Dahl RE. 2012. White matter development in adolescence: the influence of puberty and implications for affective disorders. Dev Cog Neurosci. 2:36–54. doi:10.1016/j.dcn.2011.06.002.
  • Levandovski R, Dantas G, Fernandes LC, Caumo W, Torres I, Roenneberg T, Hidalgo MP, Allebrandt KV. 2011. Depression scores associate with chronotype and social jetlag in a rural population. Chronobiol Int. 28:771–778. doi:10.3109/07420528.2011.602445.
  • Liang F, Fu J, Xu Y, Wang Y, Qiu N, Ding K, Zeng J, Moore JB, Li R. 2022. Associations of social jetlag with dietary behavior, physical activity and obesity among Chinese adolescents. Nutrients. 14:510. doi: 10.3390/nu14030510.
  • Lin WH, Yi CC. 2015. Unhealthy sleep practices, conduct problems, and daytime functioning during adolescence. J Youth Adolesc. 44:431–446. doi:10.1007/s10964-014-0169-9.
  • Mathew GM, Hale L, Chang AM. 2019. Sex moderates relationships among school night sleep duration, social jetlag, and depressive symptoms in adolescents. J Biol Rhythm. 34:205–217. doi:10.1177/0748730419828102.
  • Mathew GM, Li X, Hale L, Chang AM. 2019. Sleep duration and social jetlag are independently associated with anxious symptoms in adolescents. Chronobiol Int. 36:461–469. doi:10.1080/07420528.2018.1509079.
  • McLaughlin KA, King K. 2015. Developmental trajectories of anxiety and depression in early adolescence. J Abnorm Child Psychol. 43:311–323. doi:10.1007/s10802-014-9898-1.
  • Miller P, Betancur L, Whitfield K, Votruba-Drzal E. 2021. Examining income dynamics and externalizing and internalizing trajectories through a developmental psychopathology lens: a nationally representative study. Dev Psychopathol. 33:1–17. doi:10.1017/S0954579419001494.
  • Nagin DS, Tremblay RE. 2001. Parental and early childhood predictors of persistent physical aggression in boys from kindergarten to high school. Arch Gen Psychiatr. 58:389–394. doi:10.1001/archpsyc.58.4.389.
  • National Sleep Foundation. 2011. Sleep in America Poll. [accessed 2021 Oct 3]. http://sleepfoundation.orgsitesdefaultfilessleepinamericapollSIAP_2011_Summary_of_Findings.pdf.
  • NICHD Early Child Care Research Network. 2002. Early child care and children’s development prior to school entry: results from the NICHD study of early child care. Am Educ Res J. 39:133–164. doi:10.3102/00028312039001133.
  • NICHD Early Child Care Research Network. 2005. Predicting individual differences in attention, memory, and planning in first graders from experiences at home, child care, and school. Dev Psychol. 41:99–114. doi:10.1037/0012-1649.41.1.99.
  • O’Brien EM, Mindell JA. 2005. Sleep and risk-taking behavior in adolescents. Behav Sleep Med. 3:113–133. doi:10.1207/s15402010bsm0303_1.
  • Ohannessian CM, Vannucci A. 2021. Social media use and externalizing behaviors during early adolescence. Youth Soc. 53:871–893. doi:10.1177/0044118X20901737.
  • Op de Macks ZA, Bunge SA, Bell ON, Wilbrecht L, Kriegsfeld LJ, Kayser AS, Dahl RE. 2016. Risky decision-making in adolescent girls: the role of pubertal hormones and reward circuitry. Psychoneuroendocrinology. 74:77–91. doi:10.1016/j.psyneuen.2016.08.013.
  • Pasch KE, Laska MN, Lytle LA, Moe SG. 2010. Adolescent sleep, risk behaviors, and depressive symptoms: are they linked? Am J Health Behav. 34:237–248. doi: 10.5993/ajhb.34.2.11.
  • Petersen AC, Crockett L, Richards M, Boxer A. 1988. A self-report measure of pubertal status: reliability, validity, and initial norms. J Youth Adolescenc. 17:117–133. doi:10.1007/BF01537962.
  • Polugrudov AS, Panev AS, Smirnov VV, Paderin NM, Borisenkov MF, Popov SV. 2016. Wrist temperature and cortisol awakening response in humans with social jetlag in the North. Chronobiol Int. 33:802–809. doi:10.3109/07420528.2016.1168829.
  • Randler C. 2011. Age and gender differences in morningness–eveningness during adolescence. J Gen Psychol. 172:302–308. doi:10.1080/00221325.2010.535225.
  • Randler C, Bilger S, Diaz-Morales JF. 2009. Associations among sleep, chronotype, parental monitoring, and pubertal development among German adolescents. J Psychol. 143:509–520. doi:10.3200/JRL.143.5.509-520.
  • Randler C, Faßl C, Kalb N. 2017. From lark to owl: developmental changes in morningness-eveningness from newborns to early adulthood. Sci Rep. 7:45874. doi:10.1038/srep45874. PMID: 28378787; PMCID: PMC5381104.
  • Roenneberg T, Kuehnle T, Pramstaller PP, Ricken J, Havel M, Guth A, Merrow M. 2004. A marker for the end of adolescence. Curr Biol.14(24):R1038–R1039. doi:10.1016/j.cub.2004.11.039.
  • Roenneberg T, Wirz-Justice A, Merrow M. 2003. Life between clocks: daily temporal patterns of human chronotypes. J Biol Rhythm. 18:80–90. doi: 10.1177/0748730402239679.
  • Russo PM, Bruni O, Lucidi F, Ferri R, Violani C. 2007. Sleep habits and circadian preference in Italian children and adolescents. J Sleep Res. 16:163–169. doi:10.1111/j.1365-2869.2007.00584.x.
  • Sasawaki Y, Inokawa H, Obata Y, Nagao S, Yagita K. 2023. Association of social jetlag and eating patterns with sleep quality and daytime sleepiness in Japanese high school students. J Sleep Res. 32:e13661. doi:10.1111/jsr.13661. PMID: 35672255.
  • Schlarb AA, Sopp R, Ambiel D, Grünwald J. 2014. Chronotype-related differences in childhood and adolescent aggression and antisocial behavior–a review of the literature. Chronobiol Int. 31:1–16. doi:10.3109/07420528.2013.829846.
  • Sheather S. 2009. A modern approach to regression with R. New York (NY): Springer.
  • Stevanovic D. 2013. Impact of emotional and behavioral symptoms on quality of life in children and adolescents. Qual Life Res. 22:333–337. doi:10.1007/s11136-012-0158-y. PMID: 22437546.
  • Stevens J. 1986. Applied multivariate statistics for the social sciences. Hillsdale (NJ): Lawrence Erlbaum.
  • Susman EJ, Houts RM, Steinberg L, Belsky J, Cauffman E, Dehart G, Friedman SL, Roisman GI, Halpern-Felsher BL, Eunice Kennedy Shriver NICHD Early Child Care Research Network. 2010. Longitudinal development of secondary sexual characteristics in girls and boys between ages 9 1/2 and 15 1/2 years. Arch Pediatr Adolesc Med. 164:166–173. doi:10.1001/archpediatrics.2009.261.
  • Swedo SE, Allen AJ, Glod CA, Clark CH, Teicher MH, Richter D, Richter D, Hoffman C, Hamburger SD, Dow S, et al. 1997. A controlled trial of light therapy for the treatment of pediatric seasonal affective disorder. J Am Acad Child Adolesc Psychiatr. 36:816–821.
  • Takeuchi H, Inoue M, Watanabe N, Yamashita Y, Hamada M, Kadota G, Harada T. 2001. Parental enforcement of bedtime during childhood modulates preference of Japanese junior high school students for eveningness chronotype. Chronobiol Int. 18:823–829. doi:10.1081/CBI-100107517.
  • Taylor A, Wright HR, Lack LC. 2008. Sleeping-in on the weekend delays circadian phase and increases sleepiness the following week. Sleep Biol Rhythm. 6:172–179. doi:10.1111/j.1479-8425.2008.00356.x.
  • Tzischinsky O, Shochat T. 2011. Eveningness, sleep patterns, daytime functioning, and quality of life in Israeli adolescents. Chronobiol Int. 28:338–343. doi:10.3109/07420528.2011.560698.
  • West SG, Finch JF, Curran PJ. 1995. Structural equation models with nonnormal variables: problems and remedies. In: Hoyle R, editor. Structural equation modeling: concepts, issues and applications. Newbery Park (CA): Sage. p. 56–75.
  • Wittmann M, Dinich J, Merrow M, Roenneberg T. 2006. Social jetlag: misalignment of biological and social time. Chronobiol Int. 23:497–509. doi:10.1080/07420520500545979.
  • Zondervan-Zwijnenburg MAJ, Veldkamp SAM, Neumann A, Barzeva SA, Nelemans SA, van Beijsterveldt CEM, Branje SJT, Hillegers MHJ, Meeus WHJ, Tiemeier H, et al. 2020. Parental age and offspring childhood mental health: a multi-cohort, population-based investigation. Child Dev. 91:964–982.

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