Childhood adversity and trajectories of health and quality of life in Australian children and adolescents: a latent class analysis.
Gautam N, Rahman M, Khanam R • Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation • 2026
Distinct ACEs clusters were associated with differences in health and HRQoL among Australian children and adolescents, with high-adversity children showing higher risk of poorer mental health (IRR=1.89) and suboptimal general health (OR=1.19) compared to low-adversity children.
Key Findings
Results
Three distinct ACEs clusters were identified in Australian children: low adversity, moderate adversity, and high adversity.
Low adversity cluster comprised 65.8% of participants
Moderate adversity cluster comprised 25.5% of participants
High adversity cluster comprised 8.7% of participants
Latent class analysis was used to identify these clusters
The study used data from the kindergarten cohort of the Longitudinal Study of Australian Children (LSAC)
Results
Children in the high-adversity cluster had a significantly higher risk of poorer mental health compared to those in the low-adversity cluster.
IRR = 1.89, 95% CI 1.85–1.92 for mental health outcomes in high-adversity vs. low-adversity cluster
Moderate adversity was also associated with elevated mental health risks, though of smaller magnitude
Longitudinal associations were examined using Generalized Estimating Equation (GEE) models
The study included 3,089 participants contributing 18,534 observations
Results
Children in the high-adversity cluster had a significantly higher risk of suboptimal general health compared to those in the low-adversity cluster.
OR = 1.19, 95% CI 1.17–1.22 for suboptimal general health in high-adversity vs. low-adversity cluster
Moderate adversity was also associated with elevated risk of suboptimal general health, though of smaller magnitude
General health was one of multiple health outcomes examined alongside mental health, obesity, and HRQoL domains
Results
Health-related quality of life (HRQoL) scores across multiple domains were consistently lower among children exposed to higher adversity.
HRQoL domains affected included social, school, psychosocial, physical, and emotional domains
Lower HRQoL scores were observed consistently across all these domains in higher adversity clusters
Both moderate and high adversity clusters showed lower HRQoL compared to the low adversity cluster
GEE models were used to examine these longitudinal associations
Results
Moderate adversity was associated with elevated health risks, but of smaller magnitude than high adversity.
The moderate adversity cluster comprised 25.5% of the study sample
Elevated risks were observed for mental health, general health, and HRQoL domains in the moderate adversity group
The graded association between adversity level and health outcomes suggests a dose-response relationship
This finding applied across both mental health and general health outcomes
Methods
The study sample consisted of 3,089 participants from the kindergarten cohort of the Longitudinal Study of Australian Children contributing 18,534 observations.
Data were drawn from the Longitudinal Study of Australian Children (LSAC), a nationally representative longitudinal dataset
The kindergarten cohort was specifically used for this analysis
The repeated-measures design yielded 18,534 total observations from 3,089 participants
GEE models were employed to account for the longitudinal, repeated-measures nature of the data
What This Means
This research suggests that Australian children and adolescents can be grouped into three distinct categories based on their exposure to adverse childhood experiences (ACEs): low adversity (about two-thirds of children), moderate adversity (about one-quarter), and high adversity (roughly 1 in 11 children). Using data from nearly 3,100 children tracked over time through a large national study, researchers found that children who experienced more adversity consistently had worse health outcomes. Specifically, children in the high-adversity group were nearly twice as likely to have poor mental health and about 19% more likely to have suboptimal general health compared to children with low adversity. Children with moderate adversity also showed elevated risks, though not as severe.
Beyond physical and mental health, the quality of life of higher-adversity children was measurably lower across five domains: social wellbeing, school functioning, emotional wellbeing, physical health, and overall psychosocial wellbeing. These patterns held consistently across the multiple time points measured, reinforcing that the effects of childhood adversity are not temporary but persist over time. This research suggests that identifying which cluster of adversity a child belongs to could help tailor prevention and support programs more effectively, rather than applying one-size-fits-all approaches. Targeting children in moderate and high adversity groups early may help reduce long-term health and wellbeing consequences.
Gautam N, Rahman M, Khanam R. (2026). Childhood adversity and trajectories of health and quality of life in Australian children and adolescents: a latent class analysis.. Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation. https://doi.org/10.1007/s11136-026-04283-z