Sample and procedure
The current study consists of two samples of autistic CYP drawn from the South London area. Data collection for the current study was conducted early in the pandemic. Pre-existing measures were taken pre-pandemic. Figure 1 displays the data collection timeline and COVID-19 related events. Further information on the two samples is provided in Table 1, and recruitment of the samples in the Supplementary Materials.
ASTAR cohort (enrolled in a feasibility pilot randomised controlled trial)
The Autism Spectrum Treatment and Resilience (ASTAR) cohort consisted of 85 parents of young autistic children who consented to participate in a feasibility study or pilot randomised controlled trial of novel group-based parent-mediations interventions (ISRCTN91411078), as part of IAMHealth[29]. All parents from the ASTAR cohort who had consented to future research contact and had a valid email address (N=82/85, 96%) were invited to participate in the current study via email (June–September 2020; see Figure 1). The invite included a link to a secure online platform giving families access to the study information sheet, consent form and the COVID survey (described below). Researchers followed up non-responding families via phone. The current study was reviewed and given ethical approval from the Psychiatry, Nursing and Midwifery Research Ethics Subcommittee at King's College London (REMAS ref: 19146, ethical clearance ref: HR-19/20-19146). Informed consent was collected from all participating families.
The sample participating in the current study consisted of 67 parents (92.5% mothers) of autistic children. Most children were male (83.6%) and were on average 8 years 10 months (range 6:0 to 11:10) during the pandemic-time data collection. Thirty-five (52.2%) children were minimally verbal and 32 (47.8%) were verbal, as verbal ability was stratified for in the original study design. The children were split across specialist (42.4%) and mainstream (57.6%) education provision when originally assessed.
QUEST cohort
All parents/carers from the QUEST cohort[30] who had consented to future research contact and had a valid email address (N=211) were invited to participate in the current study. In previous waves of data collection for the QUEST cohort, children were split into an ‘intensively studied’ (hereafter intensive) and ‘extensively studied’ group (hereafter extensive). The intensive group completed in-depth assessments (including direct observations of the CYP) whereas the extensive group completed shorter online parent-report questionnaires only. For the current study, families were approached and data was collected in the same manner as described above for the ASTAR cohort. All parents/carers completed the same measures, with data collection taking place between July and October 2020 (see Figure 1). Ethical approval was granted by Camden and King’s Cross Research Ethics Committee for the current study (ref: 20/LO/0625). Informed consent was collected from all participating families.
From the 211 contacted, 112 (53%) parents/carers (95.5% mothers) participated. 79% of their CYP were male; 37% had an IQ<70 when assessed pre-pandemic; and 49% were in specialist education at the last point of data collection approximately 18 months prior to the pandemic.
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Measures
COVID survey
The European Child & Adolescent Psychopharmacology Network (ECNP) Child and Adolescent Mental Health Services (CAMHS) COVID survey was designed to tap into a broad range of mental health symptoms experienced during the pandemic and contextual factors particularly pertinent to periods of social restrictions. Questions from the CRISIS mental health survey[31] were used to inform the questions about mental health, which focussed on symptoms in the past two weeks. The questionnaire also asked about COVID-19 infection in the child, nuclear and wider family, and the child and parents’ worry about becoming infected. Contextual factors included information on parental stress, parent-child relationships, parental partner relationships, employment and financial stress, adequacy of the home environment and educational provision.
Factor analysis of this measure using a larger dataset collected from CYP in South London and Maudsley (SLaM) CAMHS (manuscript in preparation) led us to adopt a two-factor solution for both CYP and parent mental health symptoms, which performed well (see Supplementary Materials for loadings for the current sample). The questions on the child’s emotional and behavioural symptoms formed two factors, 1) Emotional symptoms (6 items measuring general worry, anxiety, sadness, loneliness, enjoyment of usual activities, and tiredness each on a 5-point scale), and 2) Behavioural/ADHD symptoms (4 items measuring irritability/anger, aggressiveness, restlessness and concentration on a 5-point scale). The questions on parental emotional and behavioural symptoms formed two factors, 1) Emotional symptoms (measured using the same 6 items), and 2) Irritable behaviour (3 items measuring irritability/anger, restlessness and concentration on a 5-point scale).
A range of other measures collected in the ASTAR and QUEST cohorts at earlier timepoints were used to explore the relationship between pre-existing vulnerabilities and the additional stressors of COVID-19 on CYP and parental mental health. These are listed in Supplementary Table 3, and assessed the constructs as described below.
Autism symptomatology
The Social Communication Questionnaire[32] was completed by parents in the ASTAR (Lifetime version) and QUEST (Current version) cohorts. SCQ total scores were generated, as well as domain scores for Social Communication and Interaction impairment (SCI) and for Restricted and Repetitive Behaviour (RRB) as recommended by Evans et al.[33], with higher scores indicating more symptoms. The Autism Diagnostic Observation Schedule – 2[34] was used with CYP in both ASTAR and QUEST (intensives only), as a direct observation of autism symptomatology. Calibrated severity scores (CSS), which take into account age and language level[35], were calculated for the Social Affect (SA) and Restricted and Repetitive Behaviour (RRB) domains.
Adaptive functioning
The Adaptive Behaviour Assessment System (ABAS) was used as a parent-report measure of adaptive functioning in ASTAR[36] and QUEST[37]. The ABAS asks parents for information about their child’s skills across a range of domains, and these domain scores are then used to generate a general adaptive composite (GAC) score with higher scores reflecting higher ability levels. In the QUEST cohort, the intensive sample completed the full ABAS, while the extensive sample completed items from the Communication domain only. Scores for the other eight skill domains were calculated using multiple imputation, and these were used along with the Communication score to generate the GAC score for the QUEST extensives (see Supplementary Material for further information on the multiple imputation technique used to generate ABAS GAC scores for the extensives).
Pre-existing CYP Mental Health Problems
In the ASTAR cohort, pre-existing parent-reported CYP mental health and behavioural symptoms were measured using the: 1) Preschool Anxiety Scale – Revised[38], a 28-item measure which taps into specific fears, and generalised, social and separation anxiety, 2) Aberrant Behaviour Checklist – Hyperactivity subscale[39], 16 items measuring hyperactivity and impulsivity, and 3) Home Situations Questionnaire-Autism Spectrum Disorders[40], a 24 item autism-specific measure of the severity of child non-compliance in everyday situations; with higher scores on all measures indicating more emotional problems, ADHD and disruptive behaviour respectively.
In the QUEST cohort, pre-existing CYP mental health and behavioural symptoms were measured using the Strengths and Difficulties Questionnaire[41]. The SDQ comprises 25 items from which a total score and five subscales are derived, with higher scores indicating more problems. In the current study, the Emotional Symptoms, Hyperactivity-Inattention and Conduct Problems subscales were used as measures of prior emotional problems, ADHD and disruptive behaviour respectively.
Pre-existing Parental Distress
The Autism Parenting Stress Index[42] was used in ASTAR to measure pre-existing parenting stress. The APSI consists of 13 items assessing family stress related to autism symptoms and co-morbid problems, with higher scores indicting greater parenting stress. The Kessler Psychological Distress Scale[43] was used in QUEST to measure pre-existing parental psychological distress. The K-10 includes 10 questions about cognitive, behavioural, emotional and psychophysiological symptoms, with higher scores indicating a higher a level of psychological distress.
Statistical analysis
Data analysis was conducted in Stata MP 16/17[44]. All variables were assessed for normality. Multivariate multiple linear regression was used to test the associations between the child, family and environmental factors and mental health symptoms during the pandemic. As shared constructs were measured in both cohorts, we followed a similar analytic approach in both samples but conducted the analysis separately for ASTAR and QUEST.
The bi-variate associations between the independent and dependent variables were first examined (See Supplementary Table 4). Variables that were significant at p<.05 in either cohort were entered into a multivariate multiple regression model, using structural equation modelling with full information maximum likelihood. This analysis was chosen in order to generate standardised coefficients for comparison across the samples and deal with missing data. In the models examining CYP symptoms, the dependent variables were CYP emotional symptoms or CYP behavioural/ADHD symptoms (as measured by the COVID survey). Independent variables included: CYP age, level of adaptive functioning, autism symptomatology (as measured by the SCQ and ADOS), pre-existing CYP mental health problems, pre-existing parental distress, and the family’s current financial situation, home accommodation, access to garden and CYP physical attendance at school/college. In addition to these, level of adaptive functioning and autism symptoms (ADOS SA and RRB CCS) were retained as co-variates to account for CYP ability levels and autism severity, even if they weren’t significant predictors at the bi-variate level.
In the models examining parent symptoms, again any variables with a significant bi-variate association with any pandemic-time outcome at p<.05 were entered into a multivariate multiple regression. The dependent variables were: parent emotional symptoms or parent irritable behaviour (as measured by the COVID survey). The independent variables were the same as those specified in the CYP outcome models above.