2.1 Research subjects
In this study, 411 children along with their parents, all diagnosed with ASD, were enrolled. These participants were recruited from the Developmental-Behavioral Pediatrics Clinic at the Affiliated Children's Hospital of Zhejiang University School of Medicine between January and July 2022. The inclusion criteria were as follows: (1) diagnosis according to the ASD criteria outlined in the 5th edition of the Diagnostic and Statistical Manual of Mental Disorders (DSM-5) from the United States; (2) ages ranging from 3 to 17 years; and (3) absence of genetic metabolic disorders, Rett syndrome, fragile X syndrome, and other significant organic neurological and psychiatric disorders, such as tuberous sclerosis or epilepsy. The study received approval from the Ethics Committee of the Affiliated Children's Hospital of Zhejiang University School of Medicine (No. 2021-IRB-309).
2.2 Research Tools
2.2.1 Typical severity of ASD symptoms
This study employed the second edition of the Autism Diagnostic Observation Schedule (ADOS-2) to assess the severity of autism symptoms in children. ADOS-2 comprises five modules, each designed for individuals of varying ages and linguistic abilities. The diagnostic scores include a total score and a comparison score (D), with the total score derived from the sum of the communication and social interaction items. The comparison score, ranging from 1 to 10, is calculated based on the child's age, language skills, and total score, using the ADOS-2 norms. Based on the thresholds for total and comparison scores, patients can be classified as having classic autism, atypical autism, or non-autism spectrum disorder. A higher comparison score D indicates more typical symptoms of autism.
2.2.2 Parental mental health status
The Chinese versions of the Self-Rating Anxiety Scale (SAS) and the Self-Rating Depression Scale (SDS) are used to measure anxiety and depression symptoms in caregivers. The SAS consists of 20 items, scored on a four-point scale, with higher total scores indicating more severe anxiety. Similarly, the SDS includes 20 items, also scored on a four-point scale, with higher total scores indicating more severe depression.
2.2.3 Psychological resilience
The Connor-Davidson Resilience Scale (CD-RISC) comprises 25 items across five dimensions: tolerance of negative affect (7 items), competence (8 items), acceptance of change (5 items), spirituality (2 items), and control (3 items). Each item is scored on a five-point scale (0–4), with higher cumulative scores indicating stronger psychological resilience.
2.2.4 Statistical analysis
Firstly, we use descriptive analysis to report demographic variables of caregivers and children, including age, gender, educational background, family income, and marital status. In addition, we used multiple linear regression to estimate the self-reported mental health symptoms of caregivers based on psychological resilience (internal factors) and ASD symptom typicality (external factors), while controlling for five demographic variables (child age, parent gender, parent educational background, family income, marital status). We also reported the rough coefficients and significance tests of two predictive variables for predicting mental health symptoms.