TY - JOUR
T1 - Gender differences in trajectories of depressive symptoms across childhood and adolescence
T2 - A multi-group growth mixture model
AU - Lewis, Andrew J.
AU - Sae-Koew, Jonathan H.
AU - Toumbourou, John W.
AU - Rowland, Bosco
N1 - Funding Information:
This article makes use of unit record data from Growing Up in Australia, the Longitudinal Study of Australian Children. The study has been conducted in partnership between the Australian Government Department of Families, Housing, Community Services and Indigenous Affairs (FaHCSIA), the Australian Institute of Family Studies (AIFS) and the Australian Bureau of Statistics (ABS). The findings and views reported in the current paper are those of the authors and cannot be attributed to FaHCSIA, AIFS or the ABS. LSAC study design and data collection were funded by FaHCSIA. The authors would like to thank Lynne Millar at Deakin University for assistance and advice in LSAC data management. The current study was not supported by any specific source of funding.
Publisher Copyright:
© 2019
PY - 2020/1/1
Y1 - 2020/1/1
N2 - Background: This study sought to identify depression trajectories across childhood and to model a range of child and family predictors of whether a child may be on an increasing trajectory towards depressive disorder in adolescence. Methods: Multi-group growth mixture modelling (MGMM) was used on a sample of 4983 children from the Longitudinal Study of Australia Children (LSAC). Depressive symptoms of these children were assessed over 10-years with six time-points, administered every second year commencing at 4 years via the parent report version of the Strength and Difficulties Questionnaire. Predictors of class membership were also examined. Results: Four trajectories were found to be the best fitting model characterising low-stable (75%); decreasing (11%); increasing (9%); high and rising (6%) groups. Females were more likely to be in a trajectory of increasing depressive symptoms between 4 and 14 years of age than males. Reactive temperament and maternal depression at four and six years of age were consistent predictors of increasing and high trajectories while persistent temperament acts as a protective factor for females. Limitations: The findings should be interpreted in the light of limitations due to common-method variance and the absence of diagnostic indicators of depressive disorder. Conclusions: We conclude that there are gender differences in patterns of depressive symptoms from childhood to adolescence and meaningful predictors of these early developmental trajectories. Preventative interventions in childhood targeting parents with depression and children with temperamental difficulties may be indicated.
AB - Background: This study sought to identify depression trajectories across childhood and to model a range of child and family predictors of whether a child may be on an increasing trajectory towards depressive disorder in adolescence. Methods: Multi-group growth mixture modelling (MGMM) was used on a sample of 4983 children from the Longitudinal Study of Australia Children (LSAC). Depressive symptoms of these children were assessed over 10-years with six time-points, administered every second year commencing at 4 years via the parent report version of the Strength and Difficulties Questionnaire. Predictors of class membership were also examined. Results: Four trajectories were found to be the best fitting model characterising low-stable (75%); decreasing (11%); increasing (9%); high and rising (6%) groups. Females were more likely to be in a trajectory of increasing depressive symptoms between 4 and 14 years of age than males. Reactive temperament and maternal depression at four and six years of age were consistent predictors of increasing and high trajectories while persistent temperament acts as a protective factor for females. Limitations: The findings should be interpreted in the light of limitations due to common-method variance and the absence of diagnostic indicators of depressive disorder. Conclusions: We conclude that there are gender differences in patterns of depressive symptoms from childhood to adolescence and meaningful predictors of these early developmental trajectories. Preventative interventions in childhood targeting parents with depression and children with temperamental difficulties may be indicated.
KW - Adolescent depression
KW - Childhood depression
KW - Latent class growth curve modelling
KW - Person-centred methods
KW - Trajectory modelling
UR - http://www.scopus.com/inward/record.url?scp=85072181929&partnerID=8YFLogxK
U2 - 10.1016/j.jad.2019.09.027
DO - 10.1016/j.jad.2019.09.027
M3 - Article
C2 - 31539681
AN - SCOPUS:85072181929
SN - 0165-0327
VL - 260
SP - 463
EP - 472
JO - Journal of Affective Disorders
JF - Journal of Affective Disorders
ER -