Abstract
Both structural (i.e., SES, familial psychopathology, family composition) and dynamic (i.e., parental warmth and rejection) family characteristics have been associated with aggressive and depressive problem development. However, it is unclear to what extent (changes in) dynamic family characteristics have an independent effect on problem development while accounting for stable family characteristics and comorbid problem development. This issue was addressed by studying problem development in a large community sample (N = 2,230; age 10–20) of adolescents using Linear Mixed models. Paternal and maternal warmth and rejection were assessed via the Egna Minnen Beträffande Uppfostran for Children (EMBU-C). Aggressive and depressive problems were assessed via subscales of the Youth/Adult Self-Report. Results showed that dynamic family characteristics independently affected the development of aggressive problems. Moreover, maternal rejection in preadolescence and increases in paternal rejection were associated with aggressive problems, whereas decreases in maternal rejection were associated with decreases in depressive problems over time. Paternal and maternal warmth in preadolescence was associated with fewer depressive problems during adolescence. Moreover, increases in paternal warmth were associated with fewer depressive problems over time. Aggressive problems were a stable predictor of depressive problems over time. Finally, those who increased in depressive problems became more aggressive during adolescence, whereas those who decreased in depressive problems became also less aggressive. Besides the effect of comorbid problems, problem development is to a large extent due to dynamic family characteristics, and in particular to changes in parental rejection, which leaves much room for parenting-based interventions.
Similar content being viewed by others
References
Dekovic M, Buist KL, Reitz E (2004) Stability and changes in problem behavior during adolescence: latent growth analysis. J Youth Adolesc 33(1):1–12. doi:10.1023/a:1027305312204
Leve LD, Kim HK, Pears KC (2005) Childhood temperament and family environment as predictors of internalizing and externalizing trajectories from ages 5 to 17. J Abnorm Child Psychol 33:505–520. doi:10.1007/s10802-005-6734-7
Davies PT, Cummings EM, Winter MA (2004) Pathways between profiles of family functioning, child security in the interparental subsystem, and child psychological problems. Dev Psychopathol 16:525–550
Lindenberg S (1996) Continuities in the theory of social production functions. In: Ganzeboom H, Lindenberg S (eds) Verklarende Sociologie. Thesis Publishers, Amsterdam, pp 169–184
Williams KD (2007) Ostracism. Annu Rev Psychol 58:425–452. doi:10.1146/annurev.psych.58.110405.085641
Belsky J, Steinberg L, Draper P (1991) Childhood experience, interpersonal development, and reproductive strategy—an evolutionary—theory of socialization. Child Dev 62:647–670
Buschgens CJM, van Aken MAG, Swinkels SHN, Ormel J, Verhulst FC, Buitelaar JK (2010) Externalizing behaviors in preadolescents: familial risk to externalizing behaviors and perceived parenting styles. Eur Child Adolesc Psychiatry 19:567–575. doi:10.1007/s00787-009-0086-8
Hale WW, Van Der Valk I, Engels R, Meeus W (2005) Does perceived parental rejection make adolescents sad and mad? The association of perceived parental rejection with adolescent depression and aggression. J Adolesc Health 36:466–474. doi:10.1016/j.jadohealth.2004.04.007
McLeod BD, Weisz JR, Wood JJ (2007) Examining the association between parenting and childhood depression: a meta-analysis. Clin Psychol Rev 27:986–1003. doi:10.1016/j.cpr.2007.03.001
Ganzeboom HBG, Treiman DJ (1996) Internationally comparable measures of occupational status for the 1988 international standard classification of occupations. Soc Science Res 25:201–239. doi:10.1006/ssre.1996.0010
Branje SJT, Hale WW, Frijns T, Meeus WHJ (2010) Longitudinal associations between perceived parent-child relationship quality and depressive symptoms in adolescence. J Abnorm Child Psychol 38:751–763. doi:10.1007/s10802-010-9401-6
Keiley MK, Bates JE, Dodge KA, Pettit GS (2000) A cross-domain growth analysis: externalizing and internalizing behaviors during 8 years of childhood. J Abnorm Child Psychol 28:161–179. doi:10.1023/a:1005122814723
MacPhee AR, Andrews JJW (2006) Risk factors for depression in early adolescence. Adolesc 41:435–466
Amone-P’Olak K, Burger H, Ormel J, Huisman M, Verhulst FC, Oldehinkel AJ (2009) Socioeconomic position and mental health problems in pre- and early-adolescents. Soc Psychiatry Psychiatr Epidemiol 44:231–238. doi:10.1007/s00127-008-0424-z
Aneshensel CS, Sucoff CA (1996) The neighborhood context of adolescent mental health. J Health Soc Behav 37:293–310. doi:10.2307/2137258
Kendler KS, Prescott CA, Myers J, Neale MC (2003) The structure of genetic and environmental risk factors for common psychiatric and substance use disorders in men and women. Arch Gen Psychiatry 60:929–937. doi:10.1001/archpsyc.60.9.929
Lengua LJ (2006) Growth in temperament and parenting as predictors of adjustment during children’s transition to adolescence. Dev Psychol 42:819–832. doi:10.1037/0012-1649.42.5.819
Veenstra R, Lindenberg S, Verhulst FC, Ormel J (2009) Childhood-limited versus persistent antisocial behavior why do some recover and others do not? The TRAILS study. J Early Adolesc 29:718–742. doi:10.1177/0272431608325501
DeVore ER, Ginsburg KR (2005) The protective effects of good parenting on adolescents. Curr Opin Pediatr 17:460–465. doi:10.1097/01.mop.0000170514.27649.c9
Hawkins JD, Catalano RF, Kosterman R, Abbott R, Hill KG (1999) Preventing adolescent health-risk behaviors by strengthening protection during childhood. Arch Pediatr Adolesc Med 153:226–234
Angold A, Costello EJ, Erkanli A (1999) Comorbidity. J Child Psychol Psychiatry 40:57–87. doi:10.1017/s0021963098003448
Zoccolillo M (1992) Coocurrence of conduct disorder and its adult outcomes with depressive and anxiety disorders – A review. J Am Acad Child Adolesc Psychiatry 31:547–556. doi:10.1097/00004583-199205000-00024
Mason WA, Kosterman R, Hawkins JD, Herrenkohl TI, Lengua LJ, McCauley E (2004) Predicting depression, social phobia, and violence in early adulthood from childhood behavior problems. J Am Acad Child Adolesc Psychiatry 43:307–315. doi:10.1097/01.chi.0000108623.24694.b4
Gallarin M, Alonso-Arbiol I (2012) Parenting practices, parental attachment and aggressiveness in adolescence: a predictive model. J Adolesc 35:1601–1610. doi:10.1016/j.adolescence.2012.07.002
Akse J, Hale WW, Engels R, Raaijmakers QAW, Meeus WHJ (2004) Personality, perceived parental rejection and problem behavior in adolescence. Soc Psychiatry Psychiatr Epidemiol 39:980–988. doi:10.1007/s00127-004-0834-5
Oldehinkel AJ, Veenstra R, Ormel J, de Winter AF, Verhulst FC (2006) Temperament, parenting, and depressive symptoms in a population sample of preadolescents. J Child Psychol Psychiatry 47:684–695. doi:10.1111/j.1469-7610.2005.01535.x
Sentse M, Lindenberg S, Omvlee A, Ormel J, Veenstra R (2010) Rejection and acceptance across contexts: parents and peers as risks and buffers for early adolescent psychopathology. The TRAILS study. J Abnorm Child Psychol 38:119–130. doi:10.1007/s10802-009-9351-z
Sentse M, Veenstra R, Lindenberg S, Verhulst FC, Ormel J (2009) Buffers and risks in temperament and family for early adolescent psychopathology: generic, conditional, or domain-specific effects? The TRAILS study. Dev Psychol 45:419–430. doi:10.1037/a0014072
Huisman M, Oldehinkel AJ, de Winter A, Minderaa RB, de Bildt A, Huizink AC, Verhulst FC, Ormel J (2008) Cohort profile: the Dutch TRacking adolescents individual lives survey; TRAILS. Int J Epidemiol 37:1227–1235
Nederhof E, Jorg F, Raven D, Veenstra R, Verhulst FC, Ormel J, Oldehinkel AJ (2012) Benefits of extensive recruitment effort persist during follow-ups and are consistent across age group and survey method. The TRAILS study. BMC Med Res Methodol 12. doi:10.1186/1471-2288-12-93
Oldehinkel AJ, Hartman CA, De Winter AF, Veenstra R, Ormel J (2004) Temperament profiles associated with internalizing and externalizing problems in preadolescence. Dev Psychopathol 16:421–440
Ormel J, Oldehinkel AJ, Sijtsema J, van Oort F, Raven D, Veenstra R, Vollebergh WAM, Verhulst FC (2012) The TRacking Adolescents’ Individual Lives Survey (TRAILS): design, current status, and selected findings. J Am Acad Child Adolesc Psychiatry 51:1020–1036
de Winter A, Oldehinkel AJ, Veenstra R, Brunnekreef JA, Verhulst FC, Ormel J (2005) Evaluation of non-response bias in mental health determinants and outcomes in a large sample of pre-adolescents. Eur J Epidemiol 20:173–181
Achenbach TM, Rescorla LA (2001) Manual for the ASEBA school-age forms & profiles. University of Vermont, Research Center for Children, Youth, and Families, Burlington
Verhulst F, Van der Ende J (2013) Handleiding ASEBA Vragenlijsten voor leeftijden 6 tot en met 18 jaar. (Manual ASEBA Questionnaires for ages 6–18). ASEBA Nederland, Rotterdam
Ormel J, Oldehinkel AJ, Ferdinand RF, Hartman CA, De Winter AF, Veenstra R, Vollebergh W, Minderaa RB, Buitelaar JK, Verhulst FC (2005) Internalizing and externalizing problems in adolescence: general and dimension-specific effects of familial loadings and preadolescent temperament traits. Psychol Med 35:1825–1835
Veenstra R, Lindenberg S, Oldehinkel AJ, De Winter AF, Verhulst FC (2005) Bullying and victimization in elementary schools: a comparison of bullies, victims, bully/victims, and uninvolved preadolescents. Dev Psychol 41:672–682
Markus MT, Lindhout IE, Boer F, Hoogendijk THG, Arrindell WA (2003) Factors of perceived parental rearing styles: the EMBU-C examined in a sample of Dutch primary school children. Pers Individ Dif 34:503–519. doi:10.1016/s0191-8869(02)00090-9
Shek DTL, Ma CMS (2011) Longitudinal data analyses using linear mixed models in SPSS: concepts, procedures and illustrations. Sci World J 11:42–76. doi:10.1100/tsw.2011.2
Singer JD, Willett JB (2003) Applied longitudinal data analysis: modeling change and event occurrence, vol Book. Oxford University Press, New York, Whole
West BT (2009) Analyzing longitudinal data with the Linear Mixed models procedure in SPSS. Eval Health Prof 32:207–228. doi:10.1177/0163278709338554
Barker ED, Tremblay RE, Nagin DS, Vitaro F, Lacourse E (2006) Development of male proactive and reactive physical aggression during adolescence. J Child Psychol Psychiatry 47:783–790. doi:10.1111/j.1469-7610.2006.01585.x
Bongers IL, Koot HM, van der Ende J, Verhulst FC (2003) The normative development of child and adolescent problem behavior. J Abnorm Psychol 112:179–192. doi:10.1037/0021-843x.112.2.179
Flannery DJ, Rowe DC, Gulley BL (1993) Impact of pubertal status, timing, and age on adolescent sexual experience and delinquency. J Adolesc Res 8:21–40
Janssens KAM, Rosmalen JGM, Ormel J, van Oort FVA, Oldehinkel AJ (2010) Anxiety and depression are risk factors rather than consequences of functional somatic symptoms in a general population of adolescents: the TRAILS study. J Child Psychol Psychiatry 51:304–312. doi:10.1111/j.1469-7610.2009.02174.x
Oldehinkel AJ, Ormel J, Veenstra R, De Winter AF, Verhulst FC (2008) Parental divorce and offspring depressive symptoms: Dutch developmental trends during early adolescence. J Marr Fam 70:284–293. doi:10.1111/j.1741-3737.2008.00481.x
Van Oort FVA, Greaves-Lord K, Verhulst FC, Ormel J, Huizink AC (2009) The developmental course of anxiety symptoms during adolescence: the TRAILS study. J Child Psychol Psychiatry 50:1209–1217
Henry KL, Cavanagh TM, Oetting ER (2011) Perceived parental investment in school as a mediator of the relationship between socio-economic indicators and educational outcomes in rural America. J Youth Adolesc 40:1164–1177. doi:10.1007/s10964-010-9616-4
Kam CM, Greenberg MT, Bierman KL, Coie JD, Dodge KA, Foster ME, Lochman JE, McMahon RJ, Pinderhughes EE, Conduct Problems Prevention Res G (2011) Maternal depressive symptoms and child social preference during the early school years: Mediation by maternal warmth and child emotion regulation. J Abnorm Child Psychol 39:365–377. doi:10.1007/s10802-010-9468-0
Piquero AR, Farrington DP, Welsh BC, Tremblay R, Jennings WG (2009) Effects of early family/parent training programs on antisocial behavior and delinquency. J Exp Criminol 5:83–120. doi:10.1007/s11292-009-9072-x
Marsh P, Allen JP, Ho M, Porter M, McFarland FC (2006) The changing nature of adolescent friendships—Longitudinal links with early adolescent ego development. J Early Adolesc 26:414–431
De Haan AD, Prinzie P, Dekovic M (2012) Change and reciprocity in adolescent aggressive and rule-breaking behaviors and parental support and dysfunctional discipline. Dev Psychopathol 24:301–315. doi:10.1017/s0954579411000848
Kosterman R, Hawkins JD, Mason WA, Herrenkohl TI, Lengua LJ, McCauley E (2010) Assessment of behavior problems in childhood and adolescence as predictors of early adult depression. J Psychopathol Behav Assess 32:118–127. doi:10.1007/s10862-009-9138-0
Lundberg M, Perris C, Adolfsson R (2000) Family environment and personality: perceived parenting and the role of personality. Clin Psychol Psychother 7:267–274. doi:10.1002/1099-0879(200010)7:4<267:aid-cpp258>3.3.co;2-j
Agnew R (2003) An integrated theory of the adolescent peak in offending. Youth Soc 34:263–299
Moffitt TE (1993) Adolescence-limited and life-course-persistent antisocial-behavior—a developmental taxonomy. Psychol Rev 100:674–701
Larsen CD, Sandberg JG, Harper JM, Bean R (2011) The effects of childhood abuse on relationship quality: gender differences and clinical implications. Fam Relat 60:435–445. doi:10.1111/j.1741-3729.2011.00661.x
Styron T, Janoff Bulman R (1997) Childhood attachment and abuse: long-term effects on adult attachment, depression, and conflict resolution. Child Abuse Negl 21:1015–1023. doi:10.1016/s0145-2134(97)00062-8
Vandell DL (2000) Parents, peer groups, and other socializing influences. Dev Psychol 36:699–710. doi:10.1037//0012-1649.36.6.699
Acknowledgments
This research is part of the TRacking Adolescents’ Individual Lives Survey (TRAILS). Participating centers of TRAILS include various departments of the University Medical Center and University of Groningen, the Erasmus University Medical Center Rotterdam, the University of Utrecht, the Radboud Medical Center Nijmegen, and the Parnassia Bavo group, all in the Netherlands. TRAILS has been financially supported by various grants from the Netherlands Organization for Scientific Research NWO (Medical Research Council program grant GB-MW 940-38-011; ZonMW Brainpower grant 100-001-004; ZonMw Risk Behavior and Dependence grants 60-60600-97-118; ZonMw Culture and Health grant 261-98-710; Social Sciences Council medium-sized investment grants GB-MaGW 480-01-006 and GB-MaGW 480-07-001; Social Sciences Council project grants GB-MaGW 452-04-314 and GB-MaGW 452-06-004; NWO large-sized investment grant 175.010.2003.005; NWO Longitudinal Survey and Panel Funding 481-08-013), the Dutch Ministry of Justice (WODC), the European Science Foundation (EuroSTRESS project FP-006), Biobanking and Biomolecular Resources Research Infrastructure BBMRI-NL (CP 32), the participating universities, and Accare Center for Child and Adolescent Psychiatry. We are grateful to all adolescents, their parents and teachers who participated in this research and to everyone who worked on this project and made it possible.
Conflicts of interest
Dr. Verhulst is a contributing author of the Achenbach System of Empirically Based Assessment, from which he receives remuneration. Drs. Sijtsema, Oldehinkel, Veenstra, and Ormel report no financial interests or potential conflicts of interest.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Sijtsema, J.J., Oldehinkel, A.J., Veenstra, R. et al. Effects of structural and dynamic family characteristics on the development of depressive and aggressive problems during adolescence. The TRAILS study. Eur Child Adolesc Psychiatry 23, 499–513 (2014). https://doi.org/10.1007/s00787-013-0474-y
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00787-013-0474-y