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CRISIS AFAR: an international collaborative study of the impact of the COVID-19 pandemic on mental health and service access in youth with autism and neurodevelopmental conditions.

Molecular autism2023

Vibert Bethany, Segura Patricia, Gallagher Louise, Georgiades Stelios, Pervanidou Panagiota, Thurm Audrey, Alexander Lindsay, Anagnostou Evdokia, Aoki Yuta, Birken Catherine S, Bishop Somer L, Boi Jessica, Bravaccio Carmela, Brentani Helena, Canevini Paola, Carta Alessandra, Charach Alice, Costantino Antonella, Cost Katherine T, Cravo Elaine A, Crosbie Jennifer, Davico Chiara, Donno Federica, Fujino Junya, Gabellone Alessandra, Geyer Cristiane T, Hirota Tomoya, Kanne Stephen, Kawashima Makiko, Kelley Elizabeth, Kim Hosanna, Kim Young Shin, Kim So Hyun, Korczak Daphne J, Lai Meng-Chuan, Margari Lucia, Marzulli Lucia, Masi Gabriele, Mazzone Luigi, McGrath Jane, Monga Suneeta, Morosini Paola, Nakajima Shinichiro, Narzisi Antonio, Nicolson Rob, Nikolaidis Aki, Noda Yoshihiro, Nowell Kerri, Polizzi Miriam, Portolese Joana, Riccio Maria Pia, Saito Manabu, Schwartz Ida, Simhal Anish K, Siracusano Martina, Sotgiu Stefano, Stroud Jacob, Sumiya Fernando, Tachibana Yoshiyuki, Takahashi Nicole, Takahashi Riina, Tamon Hiroki, Tancredi Raffaella, Vitiello Benedetto, Zuddas Alessandro, Leventhal Bennett, Merikangas Kathleen, Milham Michael P, Di Martino Adriana

What this study means for families

This study looked at how COVID-19 affected 1,275 autistic children and teens across multiple countries. Researchers found four different groups: one group (20%) had worsening symptoms but kept most services, while the other three groups stayed more stable but had different experiences with services - some had modified services, some lost services, and others had average changes. The study shows that autistic young people were affected differently by the pandemic.

Summary by AutismInsights from published abstract. This is not a substitute for reading the original paper.

Research summary

This international cross-sectional study examined COVID-19's impact on mental health and service access in 1,275 youth with autism spectrum disorder and related neurodevelopmental disorders across 14 European and North American sites. Using hierarchical clustering analysis of the CRISIS-AFAR survey, researchers identified four distinct outcome subgroups during the pandemic's first six months. One subgroup (20%) experienced broad symptom worsening while maintaining typical service access. Three other subgroups remained clinically stable but differed in service modifications: modified services (23%), lost services (6%), and average changes (53%).

Predictive factors included pre-pandemic service use, pandemic environment factors, COVID-19 worries, and age, with each subgroup showing distinct prediction patterns.

Summary by AutismInsights from published abstract. This is not a substitute for reading the original paper.

Key findings

  • 1

    Four distinct subgroups emerged: broad symptom worsening (20%), modified services (23%), lost services (6%), and average changes (53%)

    Confidence: moderateRelevance: Identifies heterogeneous pandemic impacts requiring tailored support approaches
  • 2

    Only 20% of youth experienced broad symptom worsening, while most remained clinically stable

    Confidence: moderateRelevance: Challenges assumptions about universal negative impacts on autistic youth
  • 3

    Service disruptions varied significantly across subgroups despite similar baseline characteristics

    Confidence: moderateRelevance: Highlights importance of service continuity planning in crisis situations

Summary by AutismInsights from published abstract. This is not a substitute for reading the original paper.

Clinical implications

Results suggest need for differentiated crisis response strategies rather than universal approaches. Service modifications may be preferable to complete cessation. Predictive factors could inform risk stratification and targeted interventions during future crises. Emphasizes importance of maintaining service access for vulnerable populations.

Summary by AutismInsights from published abstract. This is not a substitute for reading the original paper.

Limitations

Cross-sectional design limits causal inferences. Focus on first six months may not capture longer-term impacts. Parent-reported outcomes may introduce bias. Sample characteristics and recruitment methods not fully detailed in abstract.

Summary by AutismInsights from published abstract. This is not a substitute for reading the original paper.

Original abstract

Heterogeneous mental health outcomes during the COVID-19 pandemic are documented in the general population. Such heterogeneity has not been systematically assessed in youth with autism spectrum disorder (ASD) and related neurodevelopmental disorders (NDD). To identify distinct patterns of the pandemic impact and their predictors in ASD/NDD youth, we focused on pandemic-related changes in symptoms and access to services. Using a naturalistic observational design, we assessed parent responses on the Coronavirus Health and Impact Survey Initiative (CRISIS) Adapted For Autism and Related neurodevelopmental conditions (AFAR).

Cross-sectional AFAR data were aggregated across 14 European and North American sites yielding a clinically well-characterized sample of N = 1275 individuals with ASD/NDD (age = 11.0 ± 3.6 years; n females = 277). To identify subgroups with differential outcomes, we applied hierarchical clustering across eleven variables measuring changes in symptoms and access to services. Then, random forest classification assessed the importance of socio-demographics, pre-pandemic service rates, clinical severity of ASD-associated symptoms, and COVID-19 pandemic experiences/environments in predicting the outcome subgroups. Clustering revealed four subgroups.

One subgroup-broad symptom worsening only (20%)-included youth with worsening across a range of symptoms but with service disruptions similar to the average of the aggregate sample. The other three subgroups were, relatively, clinically stable but differed in service access: primarily modified services (23%), primarily lost services (6%), and average services/symptom changes (53%). Distinct combinations of a set of pre-pandemic services, pandemic environment (e.g., COVID-19 new cases, restrictions), experiences (e.g., COVID-19 Worries), and age predicted each outcome subgroup. Notable limitations of the study are its cross-sectional nature and focus on the first six months of the pandemic.

Concomitantly assessing variation in changes of symptoms and service access during the first phase of the pandemic revealed differential outcome profiles in ASD/NDD youth. Subgroups were characterized by distinct prediction patterns across a set of pre- and pandemic-related experiences/contexts. Results may inform recovery efforts and preparedness in future crises; they also underscore the critical value of international data-sharing and collaborations to address the needs of those most vulnerable in times of crisis.

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Evidence Grade

Emerging

moderate

Grade assigned by AutismInsights based on study type and published abstract.

Study Details

Journal
Molecular autism
Year
2023
PMID
36788583
DOI
10.1186/s13229-022-00536-z

MeSH Terms

FemaleHumansAdolescentChildMental HealthCOVID-19Autistic DisorderPandemicsAutism Spectrum DisorderCross-Sectional Studies